ARROW FINANCIAL CORP - Quarter Report: 2016 June (Form 10-Q)

UNITED STATES

SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

FORM 10-Q

[X] QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d)

OF THE SECURITIES EXCHANGE ACT OF 1934

For the Quarterly Period Ended June 30, 2016

[ ] TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d)

OF THE SECURITIES EXCHANGE ACT OF 1934

Commission File Number: 0-12507

ARROW FINANCIAL CORPORATION

(Exact name of registrant as specified in its charter)



New York			22-2448962
(State or other jurisdiction of incorporation or organization)			(I.R.S. Employer Identification No.)
250 GLEN STREET, GLENS FALLS, NEW YORK 12801
(Address of principal executive offices) (Zip Code)
Registrant’s telephone number, including area code: (518) 745-1000

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. x Yes No

Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§ 232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files). x Yes No

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or a smaller reporting company. See the definitions of “large accelerated filer,” “accelerated filer” and “smaller reporting company” in Rule 12b-2 of the Exchange Act.

Large accelerated filer

Accelerated filer x

Non-accelerated filer

Smaller reporting company

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes x No

Indicate the number of shares outstanding of each of the issuer’s classes of common stock, as of the latest practicable date.



Class		Outstanding as of July 29, 2016
Common Stock, par value $1.00 per share		13,028,892

ARROW FINANCIAL CORPORATION

FORM 10-Q

TABLE OF CONTENTS



	Page
PART I - FINANCIAL INFORMATION
Item 1. Financial Statements	3
Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations	34
Item 3. Quantitative and Qualitative Disclosures About Market Risk	62
Item 4. Controls and Procedures	62


PART II - OTHER INFORMATION
Item 1. Legal Proceedings	63
Item 1.A. Risk Factors	63
Item 2. Unregistered Sales of Equity Securities and Use of Proceeds	63
Item 3. Defaults Upon Senior Securities	63
Item 4. Mine Safety Disclosures	63
Item 5. Other Information	63
Item 6. Exhibits	64

SIGNATURES	65

# 2

PART I - Financial Information

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES CONSOLIDATED BALANCE SHEETS (In Thousands, Except Share and Per Share Amounts) (Unaudited)

	June 30, 2016			December 31, 2015			June 30, 2015
ASSETS
Cash and Due From Banks	$	46,139		$	34,816		$	31,438
Interest-Bearing Deposits at Banks	16,976			16,252			13,699
Investment Securities:
Available-for-Sale	362,929			402,309			391,817
Held-to-Maturity (Approximate Fair Value of $354,778 at June 30, 2016; $325,930 at December 31, 2015; and $328,361 at June 30, 2015)	343,814			320,611			324,116
Federal Home Loan Bank and Federal Reserve Bank Stock	9,961			8,839			6,470
Loans	1,672,490			1,573,952			1,479,670
Allowance for Loan Losses	(16,798		)	(16,038		)	(15,574		)
Net Loans	1,655,692			1,557,914			1,464,096
Premises and Equipment, Net	26,775			27,440			28,570
Goodwill	21,873			21,873			22,003
Other Intangible Assets, Net	2,885			3,107			3,369
Other Assets	53,198			53,027			47,793
Total Assets	$	2,540,242		$	2,446,188		$	2,333,371
LIABILITIES
Noninterest-Bearing Deposits	$	368,378		$	358,751		$	325,046
NOW Accounts	900,974			887,317			904,893
Savings Deposits	600,513			594,538			547,706
Time Deposits of $100,000 or More	72,730			59,792			58,284
Other Time Deposits	129,790			130,025			136,555
Total Deposits	2,072,385			2,030,423			1,972,484
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase	41,497			23,173			24,273
Federal Home Loan Bank Overnight Advances	102,000			82,000			29,500
Federal Home Loan Bank Term Advances	55,000			55,000			55,000
Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts	20,000			20,000			20,000
Other Liabilities	23,987			21,621			25,167
Total Liabilities	2,314,869			2,232,217			2,126,424
STOCKHOLDERS’ EQUITY
Preferred Stock, $5 Par Value; 1,000,000 Shares Authorized	—			—			—
Common Stock, $1 Par Value; 20,000,000 Shares Authorized (17,420,776 Shares Issued at June 30, 2016 and December 31, 2015 and 17,079,376 at June 30, 2015)	17,421			17,421			17,079
Additional Paid-in Capital	252,511			250,680			240,243
Retained Earnings	38,852			32,139			35,303
Unallocated ESOP Shares (28,671 Shares at June 30, 2016; 55,275 Shares at December 31, 2015; and 58,606 Shares at June 30, 2015)	(850		)	(1,100		)	(1,200		)
Accumulated Other Comprehensive Loss	(4,742		)	(7,972		)	(7,171		)
Treasury Stock, at Cost (4,380,736 Shares at June 30, 2016; 4,426,072 Shares at December 31, 2015; and 4,397,740 Shares at June 30, 2015)	(77,819		)	(77,197		)	(77,307		)
Total Stockholders’ Equity	225,373			213,971			206,947
Total Liabilities and Stockholders’ Equity	$	2,540,242		$	2,446,188		$	2,333,371

See Notes to Unaudited Interim Consolidated Financial Statements.

# 3

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES CONSOLIDATED STATEMENTS OF INCOME (In Thousands, Except Per Share Amounts) (Unaudited)

	Three Months Ended June 30,				Six Months Ended June 30,
	2016		2015		2016		2015
INTEREST AND DIVIDEND INCOME
Interest and Fees on Loans	$	15,708	$	13,939	$	30,732	$	27,589
Interest on Deposits at Banks	34		26		66		47
Interest and Dividends on Investment Securities:
Fully Taxable	2,018		2,013		4,105		3,957
Exempt from Federal Taxes	1,477		1,429		2,960		2,804
Total Interest and Dividend Income	19,237		17,407		37,863		34,397
INTEREST EXPENSE
NOW Accounts	311		338		621		668
Savings Deposits	224		182		446		349
Time Deposits of $100,000 or More	98		88		185		178
Other Time Deposits	164		185		333		387
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase	10		5		15		10
Federal Home Loan Bank Advances	314		301		623		451
Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts	163		144		324		286
Total Interest Expense	1,284		1,243		2,547		2,329
NET INTEREST INCOME	17,953		16,164		35,316		32,068
Provision for Loan Losses	669		70		1,070		345
NET INTEREST INCOME AFTER PROVISION FOR LOAN LOSSES	17,284		16,094		34,246		31,723
NONINTEREST INCOME
Income From Fiduciary Activities	2,000		2,051		3,931		3,984
Fees for Other Services to Customers	2,417		2,334		4,654		4,573
Insurance Commissions	2,133		2,367		4,341		4,506
Net Gain on Securities Transactions	144		16		144		106
Net Gain on Sales of Loans	159		120		338		252
Other Operating Income	341		556		662		879
Total Noninterest Income	7,194		7,444		14,070		14,300
NONINTEREST EXPENSE
Salaries and Employee Benefits	8,408		8,186		16,530		15,878
Occupancy Expenses, Net	2,335		2,344		4,798		4,831
FDIC Assessments	314		296		627		576
Other Operating Expense	3,827		3,557		7,300		7,053
Total Noninterest Expense	14,884		14,383		29,255		28,338
INCOME BEFORE PROVISION FOR INCOME TAXES	9,594		9,155		19,061		17,685
Provision for Income Taxes	2,947		2,850		5,865		5,525
NET INCOME	$	6,647	$	6,305	$	13,196	$	12,160
Average Shares Outstanding:
Basic	12,982		12,886		12,968		12,886
Diluted	13,038		12,922		13,014		12,923
Per Common Share:
Basic Earnings	$	0.51	$	0.49	$	1.02	$	0.94
Diluted Earnings	0.51		0.49		1.01		0.94

Share and Per Share Amounts have been restated for the September 28, 2015 2% stock dividend.

See Notes to Unaudited Interim Consolidated Financial Statements.

# 4

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME (In Thousands) (Unaudited)

	Three Months Ended June 30,						Six Months Ended June 30,
	2016			2015			2016			2015
Net Income	$	6,647		$	6,305		$	13,196		$	12,160
Other Comprehensive Income, Net of Tax:
Net Unrealized Securities Holding Gains Arising During the Period	682			(1,014		)	3,119			(159		)
Reclassification Adjustments for Securities Gains Included in Net Income	(88		)	(10		)	(88		)	(65		)
Amortization of Net Retirement Plan Actuarial Loss	102			118			203			235
Accretion of Net Retirement Plan Prior Service Credit	(2		)	(9		)	(4		)	(16		)
Other Comprehensive Income Gain (Loss)	694			(915		)	3,230			(5		)
Comprehensive Income	$	7,341		$	5,390		$	16,426		$	12,155

See Notes to Unaudited Interim Consolidated Financial Statements.

# 5

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES

CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS’ EQUITY

(In Thousands, Except Share and Per Share Amounts)

(Unaudited)



	Common Stock		Additional Paid-In Capital		Retained Earnings			Unallo-cated ESOP Shares			Accumu-lated Other Com- prehensive Loss			Treasury Stock			Total
Balance at December 31, 2015	$	17,421	$	250,680	$	32,139		$	(1,100	)	$	(7,972	)	$	(77,197	)	$	213,971
Net Income	—		—		13,196			—			—			—			13,196
Other Comprehensive Income	—		—		—			—			3,230			—			3,230
Cash Dividends Paid, $.50 per Share	—		—		(6,483		)	—			—			—			(6,483		)
Stock Options Exercised, Net (59,711 Shares)	—		732		—			—			—			589			1,321
Shares Issued Under the Directors’ Stock Plan (3,522 Shares)	—		69		—			—			—			35			104
Shares Issued Under the Employee Stock Purchase Plan (9,433 Shares)	—		157		—			—			—			93			250
Shares Issued for Dividend Reinvestment Plans (31,275 Shares)	—		565		—			—			—			309			874
Stock-Based Compensation Expense	—		145		—			—			—			—			145
Tax Benefit from Exercise of Stock Options	—		46		—			—			—			—			46
Purchase of Treasury Stock (58,605 Shares)	—		—		—			—			—			(1,648		)	(1,648		)
Allocation of ESOP Stock (26,604 Shares)	—		117		—			250			—			—			367
Balance at June 30, 2016	$	17,421	$	252,511	$	38,852		$	(850	)	$	(4,742	)	$	(77,819	)	$	225,373

Balance at December 31, 2014	$	17,079	$	239,721	$	29,458		$	(1,450	)	$	(7,166	)	$	(76,716	)	$	200,926
Net Income	—		—		12,160			—			—			—			12,160
Other Comprehensive Income	—		—		—			—			(5		)	—			(5		)
Cash Dividends Paid, $.49 per Share ¹	—		—		(6,315		)	—			—			—			(6,315		)
Stock Options Exercised, Net (3,027 Shares)	—		40		—			—			—			30			70
Shares Issued Under the Directors’ Stock Plan (4,579 Shares)	—		73		—			—			—			45			118
Shares Issued Under the Employee Stock Purchase Plan (9,775 Shares)	—		153		—			—			—			96			249
Stock-Based Compensation Expense	—		157		—			—			—			—			157
Purchase of Treasury Stock (29,120 Shares)	—		—		—			—			—			(762		)	(762		)
Allocation of ESOP Stock (13,142 Shares)	—		99		—			250			—			—			349
Balance at June 30, 2015	$	17,079	$	240,243	$	35,303		$	(1,200	)	$	(7,171	)	$	(77,307	)	$	206,947

¹ Cash dividends paid per share have been adjusted for the September 28, 2015 2.0% stock dividend.

See Notes to Unaudited Interim Consolidated Financial Statements.

# 6

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES

CONSOLIDATED STATEMENTS OF CASH FLOWS

(Dollars in Thousands)

(Unaudited)



	Six Months Ended June 30,
Cash Flows from Operating Activities:	2016			2015
Net Income	$	13,196		$	12,160
Adjustments to Reconcile Net Income to Net Cash Provided by Operating Activities:
Provision for Loan Losses	1,070			345
Depreciation and Amortization	3,114			3,266
Allocation of ESOP Stock	367			349
Gains on the Sale of Securities Available-for-Sale	(144		)	(106		)
Loans Originated and Held-for-Sale	(12,432		)	(10,626		)
Proceeds from the Sale of Loans Held-for-Sale	10,628			7,620
Net Gains on the Sale of Loans	(338		)	(252		)
Net Losses on the Sale of Premises and Equipment, Other Real Estate Owned and Repossessed Assets	47			112
Contributions to Retirement Benefit Plans	(370		)	(416		)
Deferred Income Tax (Benefit) Expense	(403		)	297
Shares Issued Under the Directors’ Stock Plan	104			118
Stock-Based Compensation Expense	145			157
Net Increase in Other Assets	(2,719		)	(1,777		)
Net Increase in Other Liabilities	2,734			2,458
Net Cash Provided By Operating Activities	14,999			13,705
Cash Flows from Investing Activities:
Proceeds from the Sale of Securities Available-for-Sale	10,568			21,426
Proceeds from the Maturities and Calls of Securities Available-for-Sale	43,780			55,976
Purchases of Securities Available-for-Sale	(10,920		)	(104,488		)
Proceeds from the Maturities and Calls of Securities Held-to-Maturity	33,809			30,084
Purchases of Securities Held-to-Maturity	(57,572		)	(52,815		)
Net Increase in Loans	(97,100		)	(64,241		)
Proceeds from the Sales of Premises and Equipment, Other Real Estate Owned and Repossessed Assets	1,438			820
Purchase of Premises and Equipment	(527		)	(1,136		)
Proceeds from the Sale of a Subsidiary, Net	48			—
Net Increase in Other Investments	(1,122		)	(1,619		)
Net Cash Used In By Investing Activities	(77,598		)	(115,993		)
Cash Flows from Financing Activities:
Net Increase in Deposits	41,962			69,536
Net Increase (Decrease) in Short-Term Borrowings	38,324			(36,148		)
Federal Home Loan Bank Advances	—			74,500
Purchase of Treasury Stock	(1,648		)	(762		)
Stock Options Exercised, Net	1,321			70
Shares Issued Under the Employee Stock Purchase Plan	250			249
Tax Benefit from Exercise of Stock Options	46			—
Shares Issued for Dividend Reinvestment Plans	874			—
Cash Dividends Paid	(6,483		)	(6,315		)
Net Cash Provided By Financing Activities	74,646			101,130
Net Increase (Decrease) in Cash and Cash Equivalents	12,047			(1,158		)
Cash and Cash Equivalents at Beginning of Period	51,068			46,295
Cash and Cash Equivalents at End of Period	$	63,115		$	45,137

Supplemental Disclosures to Statements of Cash Flow Information:
Interest on Deposits and Borrowings	$	2,545		$	2,297
Income Taxes	6,241			4,860
Non-cash Investing and Financing Activity:
Transfer of Loans to Other Real Estate Owned and Repossessed Assets	394			756

See Notes to Unaudited Interim Consolidated Financial Statements.

# 7

NOTES TO INTERIM CONSOLIDATED FINANCIAL STATEMENTS

(Unaudited)

Note 1. ACCOUNTING POLICIES

In the opinion of the management of Arrow Financial Corporation (Arrow), the accompanying unaudited consolidated interim financial statements contain all of the adjustments necessary to present fairly the financial position as of June 30, 2016, December 31, 2015 and June 30, 2015; the results of operations for the three-month period ended June 30, 2016; the consolidated statements of comprehensive income for the three- and six-month periods ended June 30, 2016; the changes in stockholders' equity for the six-month periods ended June 30, 2016 and 2015; and the cash flows for the six-month periods ended June 30, 2016 and 2015. All such adjustments are of a normal recurring nature. Certain prior period amounts have been reclassified to conform to the current presentation. The preparation of financial statements requires the use of management estimates. The unaudited consolidated interim financial statements should be read in conjunction with the audited annual consolidated financial statements of Arrow for the year ended December 31, 2015, included in Arrow's 2015 Form 10-K.

New Accounting Standards Updates (ASU): During 2016, through the date of this report, the FASB issued 13 accounting standards updates. Some of the standards listed below did not have had an immediate impact on Arrow, but could in the future.

ASU 2016-01 "Recognition and Measurement of Financial Assets and Financial Liabilities" will significantly change the income statement impact of equity investments. For Arrow, the standard is effective for the first quarter of 2018, and will require that equity investments be measured at fair value, with changes in fair value measured in net income. Currently, we hold a small portfolio of equity investments and we do not expect that the adoption of this change in accounting for equity investments will have a material impact on our financial position or the results of operations in periods subsequent to its adoption.

ASU 2016-02 "Leases" will require the recognition of operating leases. For Arrow, the standard becomes effective in the first quarter of 2019. We do not expect that the adoption of this change in accounting for operating leases will have a material impact on our financial position or the results of operations in periods subsequent to its adoption.

ASU 2016-09 "Compensation - Stock Compensation" simplifies certain aspects of accounting for share-based payment transactions, including the tax consequences, classification of awards as either equity or liabilities, and classification on the statement of cash flows. For Arrow, the standard becomes effective in the first quarter of 2017. We do not expect that the adoption of this change in accounting for stock-based compensation will have a material impact on our financial position or the results of operations in periods subsequent to its adoption.

ASU 2016-13 "Financial Instruments - Credit Losses" will change the way we and other financial entities recognize losses on assets measured at amortized costs and change the method for recognizing credit losses on securities available-for-sale. Currently loan losses are recognized using an "incurred loss" methodology. Under ASU 2016-13, the methodology will change to a current expected loss over the life of the loan. Currently, credit losses on available-for-sale securities reduce the carrying value of the instrument and cannot be reversed. Under ASU 2016-13, the amount of the credit loss is carried as a valuation allowance and can be reversed. For Arrow, the standard is effective for the first quarter of 2020 and early adoption is allowed in 2019. The Company is currently evaluating the impact of the pending adoption of the ASU on its consolidated financial statements. The initial adjustment will not be reported in earnings, but as the cumulative effect of a change in accounting principle.

Note 2. INVESTMENT SECURITIES (In Thousands)

The following table is the schedule of Available-For-Sale Securities at June 30, 2016, December 31, 2015 and June 30, 2015:



Available-For-Sale Securities
	U.S. Agency Obligations		State and Municipal Obligations		Mortgage- Backed Securities - Residential		Corporate and Other Debt Securities		Mutual Funds and Equity Securities		Total Available- For-Sale Securities
June 30, 2016
Available-For-Sale Securities, at Amortized Cost	$	155,859	$	36,256	$	157,926	$	5,749	$	1,120	$	356,910
Available-For-Sale Securities, at Fair Value	157,990		36,425		161,728		5,555		1,231		362,929
Gross Unrealized Gains	2,131		169		3,806		6		111		6,223
Gross Unrealized Losses	—		—		4		200		—		204
Available-For-Sale Securities, Pledged as Collateral											267,912

Maturities of Debt Securities, at Amortized Cost:
Within One Year	—		20,424		10,368		3,248				34,040
From 1 - 5 Years	155,859		14,724		137,109		1,501				309,193
From 5 - 10 Years	—		548		10,449		—				10,997
Over 10 Years	—		560		—		1,000				1,560

# 8



Available-For-Sale Securities
	U.S. Agency Obligations		State and Municipal Obligations		Mortgage- Backed Securities - Residential		Corporate and Other Debt Securities		Mutual Funds and Equity Securities		Total Available- For-Sale Securities
Maturities of Debt Securities, at Fair Value:
Within One Year	$	—	$	20,459	$	10,468	$	3,251			$	34,178
From 1 - 5 Years	157,990		14,858		140,293		1,504				314,645
From 5 - 10 Years	—		548		10,967		—				11,515
Over 10 Years	—		560		—		800				1,360

Securities in a Continuous Loss Position, at Fair Value:
Less than 12 Months	$	—	$	—	$	710	$	—	$	—	$	710
12 Months or Longer	—		256		—		2,281		—		2,537
Total	$	—	$	256	$	710	$	2,281	$	—	$	3,247
Number of Securities in a Continuous Loss Position	—		1		2		3		—		6

Unrealized Losses on Securities in a Continuous Loss Position:
Less than 12 Months	$	—	$	—	$	4	$	—	$	—	$	4
12 Months or Longer	—		—		—		200		—		200
Total	$	—	$	—	$	4	$	200	$	—	$	204

December 31, 2015
Available-For-Sale Securities, at Amortized Cost	$	155,932	$	52,306	$	177,376	$	14,544	$	1,120	$	401,278
Available-For-Sale Securities, at Fair Value	155,782		52,408		178,588		14,299		1,232		402,309
Gross Unrealized Gains	264		105		2,236		—		112		2,717
Gross Unrealized Losses	414		3		1,024		245		—		1,686
Available-For-Sale Securities, Pledged as Collateral											310,857

Securities in a Continuous Loss Position, at Fair Value:
Less than 12 Months	$	76,802	$	4,289	$	99,569	$	3,616	$	—	$	184,276
12 Months or Longer	—		1,443		903		10,671		—		13,017
Total	$	76,802	$	5,732	$	100,472	$	14,287	$	—	$	197,293
Number of Securities in a Continuous Loss Position	21		19		30		19		—		89

Unrealized Losses on Securities in a Continuous Loss Position:
Less than 12 Months	$	413	$	2	$	1,023	$	2	$	—	$	1,440
12 Months or Longer	1		1		1		243		—		246
Total	$	414	$	3	$	1,024	$	245	$	—	$	1,686

June 30, 2015
Available-For-Sale Securities, at Amortized Cost	$	156,248	$	59,230	$	154,501	$	16,910	$	1,120	$	388,009
Available-For-Sale Securities, at Fair Value	156,937		59,303		157,641		16,691		1,245		391,817
Gross Unrealized Gains	788		117		3,350		5		125		4,385
Gross Unrealized Losses	99		43		210		224		—		576
Available-For-Sale Securities, Pledged as Collateral											289,418

# 9



Available-For-Sale Securities
	U.S. Agency Obligations		State and Municipal Obligations		Mortgage- Backed Securities - Residential		Corporate and Other Debt Securities		Mutual Funds and Equity Securities		Total Available- For-Sale Securities
Securities in a Continuous Loss Position, at Fair Value:
Less than 12 Months	$	—	$	—	$	—	$	—	$	—	$	—
12 Months or Longer	35,149		16,401		47,859		10,232		—		109,641
Total	$	35,149	$	16,401	$	47,859	$	10,232	$	—	$	109,641
Number of Securities in a Continuous Loss Position	10		71		1		14		—		96

Unrealized Losses on Securities in a Continuous Loss Position:
Less than 12 Months	$	—	$	—	$	—	$	—	$	—	$	—
12 Months or Longer	99		43		210		224		—		576
Total	$	99	$	43	$	210	$	224	$	—	$	576

The following table is the schedule of Held-To-Maturity Securities at June 30, 2016, December 31, 2015 and June 30, 2015:



Held-To-Maturity Securities
	State and Municipal Obligations		Mortgage- Backed Securities - Residential		Corporate and Other Debt Securities		Total Held-To Maturity Securities
June 30, 2016
Held-To-Maturity Securities, at Amortized Cost	$	257,982	$	84,832	$	1,000	$	343,814
Held-To-Maturity Securities, at Fair Value	265,983		87,795		1,000		354,778
Gross Unrealized Gains	8,002		2,963		—		10,965
Gross Unrealized Losses	1		—		—		1
Held-To-Maturity Securities, Pledged as Collateral							327,820

Maturities of Debt Securities, at Amortized Cost:
Within One Year	$	35,656	$	—	$	—	$	35,656
From 1 - 5 Years	86,496		73,022		—		159,518
From 5 - 10 Years	131,644		11,810		—		143,454
Over 10 Years	4,186		—		1,000		5,186

Maturities of Debt Securities, at Fair Value:
Within One Year	$	35,754	$	—	$	—	$	35,754
From 1 - 5 Years	89,653		75,495		—		165,148
From 5 - 10 Years	136,186		12,300		—		148,486
Over 10 Years	4,390		—		1,000		5,390

Securities in a Continuous Loss Position, at Fair Value:
Less than 12 Months	$	—	$	—	$	—	$	—
12 Months or Longer	659		—		—		659
Total	$	659	$	—	$	—	$	659
Number of Securities in a Continuous Loss Position	3		—		—		3

Unrealized Losses on Securities in a Continuous Loss Position:
Less than 12 Months	$	—	$	—	$	—	$	—
12 Months or Longer	1		—		—		1
Total	$	1	$	—	$	—	$	1

# 10



Held-To-Maturity Securities
	State and Municipal Obligations		Mortgage- Backed Securities - Residential		Corporate and Other Debt Securities		Total Held-To Maturity Securities

December 31, 2015
Held-To-Maturity Securities, at Amortized Cost	$	226,053	$	93,558	$	1,000	$	320,611
Held-To-Maturity Securities, at Fair Value	230,621		94,309		1,000		325,930
Gross Unrealized Gains	4,619		868		—		5,487
Gross Unrealized Losses	51		117		—		168
Held-To-Maturity Securities, Pledged as Collateral							299,767

Securities in a Continuous Loss Position, at Fair Value:
Less than 12 Months	$	2,302	$	6,000	$	—	$	8,302
12 Months or Longer	11,764		4,154		—		15,918
Total	$	14,066	$	10,154	$	—	$	24,220
Number of Securities in a Continuous Loss Position	54		8		—		62

Unrealized Losses on Securities in a Continuous Loss Position:
Less than 12 Months	$	11	$	93	$	—	$	104
12 Months or Longer	40		24		—		64
Total	$	51	$	117	$	—	$	168

June 30, 2015
Held-To-Maturity Securities, at Amortized Cost	$	219,878	$	103,238	$	1,000	$	324,116
Held-To-Maturity Securities, at Fair Value	223,031		104,330		1,000		328,361
Gross Unrealized Gains	3,737		1,201		—		4,938
Gross Unrealized Losses	583		109		—		692
Held-To-Maturity Securities, Pledged as Collateral							300,040

Securities in a Continuous Loss Position, at Fair Value:
Less than 12 Months	$	—	$	—	$	—	$	—
12 Months or Longer	44,748		3,967		—		48,715
Total	$	44,748	$	3,967	$	—	$	48,715
Number of Securities in a Continuous Loss Position	157		1		—		158

Unrealized Losses on Securities in a Continuous Loss Position:
Less than 12 Months	$	—	$	—	$	—	$	—
12 Months or Longer	583		109		—		692
Total	$	583	$	109	$	—	$	692

In the tables above, maturities of mortgage-backed-securities - residential are included based on their expected average lives. Actual maturities will differ from the table above because issuers may have the right to call or prepay obligations with, or without, prepayment penalties.

# 11

In the available-for-sale category at June 30, 2016, U.S. agency obligations consisted solely of U.S. Government Agency securities with an amortized cost of $155.9 million and a fair value of $158.0 million. Mortgage-backed securities - residential consisted of U.S. Government Agency securities with an amortized cost of $10.3 million and a fair value of $10.4 million and government sponsored entity (GSE) securities with an amortized cost of $147.6 million and a fair value of $151.3 million. In the held-to-maturity category at June 30, 2016, mortgage-backed securities-residential consisted of U.S Government Agency securities with an amortized cost of $3.5 million and a fair value of $3.6 million and GSE securities with an amortized cost of $81.3 million and a fair value of $84.2 million.

In the available-for-sale category at December 31, 2015, U.S. agency obligations consisted solely of U.S. Government Agency securities with an amortized cost of $155.9 million and a fair value of $155.8 million. Mortgage-backed securities - residential consisted of U.S. Government Agency securities with an amortized cost of $15.7 million and a fair value of $15.8 million and GSE securities with an amortized cost of $161.7 million and a fair value of $162.7 million. In the held-to-maturity category at December 31, 2015, mortgage-backed securities-residential consisted of U.S. Government Agency securities with an amortized cost of $3.8 million and a fair value of $3.9 million and GSE securities with an amortized cost of $89.8 million and a fair value of $90.5 million.

In the available-for-sale category at June 30, 2015, U.S. agency obligations consisted solely of U.S. Government Agency securities with an amortized cost of $156.2 million and a fair value of $156.9 million. Mortgage-backed securities - residential consisted of US Government Agency securities with an amortized cost of $30.8 million and a fair value of $31.7 million and GSE securities with an amortized cost of $123.7 million and a fair value of $126.0 million. In the held-to-maturity category at June 30, 2015, mortgage-backed securities-residential consisted of U.S. Government Agency securities with an amortized cost of $28.8 million and a fair value of $29.0 million and GSE securities with an amortized cost of $74.5 million and a fair value of $75.4 million.

Securities in a continuous loss position, in the tables above for June 30, 2016, December 31, 2015 and June 30, 2015, do not reflect any deterioration of the credit worthiness of the issuing entities. U.S. Agency issues, including agency-backed collateralized mortgage obligations and mortgage-backed securities, are all rated at least Aaa by Moody's or AA+ by Standard and Poor's. The state and municipal obligations are general obligations supported by the general taxing authority of the issuer, and in some cases are insured. Obligations issued by school districts are supported by state aid. For any non-rated municipal securities, credit analysis is performed in-house based upon data that has been submitted by the issuers to the NY State Comptroller. That analysis reflects satisfactory credit worthiness of the municipalities. Corporate and other debt securities continue to be rated above investment grade according to Moody's and Standard and Poor's. Subsequent to June 30, 2016, and through the date of filing this report, there were no securities downgraded below investment grade.

The unrealized losses on these temporarily impaired securities are primarily the result of changes in interest rates for fixed rate securities where the interest rate received is less than the current rate available for new offerings of similar securities, changes in market spreads as a result of shifts in supply and demand, and/or changes in the level of prepayments for mortgage related securities. Because we do not currently intend to sell any of our temporarily impaired securities, and because it is not more likely-than-not that we would be required to sell the securities prior to recovery, the impairment is considered temporary.

# 12

Note 3. LOANS (In Thousands)

Loan Categories and Past Due Loans

The following table presents loan balances outstanding as of June 30, 2016, December 31, 2015 and June 30, 2015 and an analysis of the recorded investment in loans that are past due at these dates. Generally, Arrow considers an amortizing loan past due 30 or more days when the borrower is two payments past due. Loans held-for-sale of $2,440, $298 and $3,656 as of June 30, 2016, December 31, 2015 and June 30, 2015, respectively, are included in the residential real estate balances for current loans.




			Commercial
	Commercial		Real Estate		Consumer		Residential		Total
June 30, 2016
Loans Past Due 30-59 Days	$	61	$	—	$	3,362	$	101	$	3,524
Loans Past Due 60-89 Days	25		168		1,393		1,750		3,336
Loans Past Due 90 or more Days	194		938		283		1,780		3,195
Total Loans Past Due	280		1,106		5,038		3,631		10,055
Current Loans	106,371		416,506		503,500		636,058		1,662,435
Total Loans	$	106,651	$	417,612	$	508,538	$	639,689	$	1,672,490

Loans 90 or More Days Past Due and Still Accruing Interest	$	—	$	—	$	53	$	403	$	456
Nonaccrual Loans	$	194	$	3,525	$	451	$	2,535	$	6,705

December 31, 2015
Loans Past Due 30-59 Days	$	98	$	—	$	4,598	$	955	$	5,651
Loans Past Due 60-89 Days	186		—		1,647		1,370		3,203
Loans Past Due 90 or more Days	203		1,469		295		2,184		4,151
Total Loans Past Due	487		1,469		6,540		4,509		13,005
Current Loans	102,100		383,470		457,983		617,394		1,560,947
Total Loans	$	102,587	$	384,939	$	464,523	$	621,903	$	1,573,952

Loans 90 or More Days Past Due and Still Accruing Interest	$	—	$	—	$	—	$	187	$	187
Nonaccrual Loans	$	387	$	2,401	$	450	$	3,195	$	6,433

June 30, 2015
Loans Past Due 30-59 Days	$	109	$	—	$	3,355	$	265	$	3,729
Loans Past Due 60-89 Days	86		—		1,116		1,062		2,264
Loans Past Due 90 or more Days	382		2,600		195		2,846		6,023
Total Loans Past Due	577		2,600		4,666		4,173		12,016
Current Loans	94,756		351,195		450,213		571,490		1,467,654
Total Loans	$	95,333	$	353,795	$	454,879	$	575,663	$	1,479,670

Loans 90 or More Days Past Due and Still Accruing Interest	$	—	$	883	$	21	$	666	$	1,570
Nonaccrual Loans	$	513	$	1,777	$	417	$	4,224	$	6,931

The Company disaggregates its loan portfolio into the following four categories:

Commercial - The Company offers a variety of loan options to meet the specific needs of our commercial customers including term loans, time notes and lines of credit. Such loans are made available to businesses for working capital needs such as inventory and receivables, business expansion and equipment purchases. Generally, a collateral lien is placed on equipment or other assets owned by the borrower. These loans carry a higher risk than commercial real estate loans due to the nature of the underlying collateral, which can be business assets such as equipment and accounts receivable and generally have a lower liquidation value than real estate. In the event of default by the borrower, the Company may be required to liquidate collateral at deeply discounted values. To reduce the risk, management usually obtains personal guarantees of the borrowers.

# 13

Commercial Real Estate - The Company offers commercial real estate loans to finance real estate purchases, refinancings, expansions and improvements to commercial properties. Commercial real estate loans are made to finance the purchases of real property which generally consists of real estate with completed structures. These commercial real estate loans are secured by first liens on the real estate, which may include apartments, commercial structures, housing businesses, healthcare facilities, and both owner- and non owner-occupied facilities. These loans are typically less risky than commercial loans, since they are secured by real estate and buildings, and are generally originated in amounts of no more than 80% of the appraised value of the property. However, the Company also offers commercial construction and land development loans to finance projects, primarily within the communities that we serve. Many projects will ultimately be used by the borrowers' businesses, while others are developed for resale. These real estate loans are also secured by first liens on the real estate, which may include apartments, commercial structures, housing business, healthcare facilities and both owner-occupied and non-owner-occupied facilities. There is enhanced risk during the construction period, since the loan is secured by an incomplete project.

Consumer Loans - The Company offers a variety of consumer installment loans to finance personal expenditures. Most of these loans carry a fixed rate of interest with principal repayment terms typically ranging from one to five years, based upon the nature of the collateral and the size of the loan. In addition to installment loans, the Company also offers personal lines of credit and overdraft protection. Several loans are unsecured, which carry a higher risk of loss. Also included in this category are automobile loans. The Company primarily finances the purchases of automobiles indirectly through dealer relationships located throughout upstate New York and Vermont. Most of these loans carry a fixed rate of interest with principal repayment terms typically ranging from three to seven years. Indirect consumer loans are underwritten on a secured basis using the underlying collateral being financed.

Residential Real Estate Mortgages - Residential real estate loans consist primarily of loans secured by first or second mortgages on primary residences. We originate adjustable-rate and fixed-rate one-to-four-family residential real estate loans for the construction, purchase or refinancing of an existing mortgage. These loans are collateralized primarily by owner-occupied properties generally located in the Company’s market area. Loans on one-to-four-family residential real estate are generally originated in amounts of no more than 85% of the purchase price or appraised value (whichever is lower), or have private mortgage insurance. The Company’s underwriting analysis for residential mortgage loans typically includes credit verification, independent appraisals, and a review of the borrower’s financial condition. Mortgage title insurance and hazard insurance are normally required. It is our general practice to underwrite our residential real estate loans to secondary market standards. Construction loans have a unique risk, because they are secured by an incomplete dwelling. This risk is reduced through periodic site inspections, including one at each loan draw period. In addition, the Company offers fixed home equity loans as well as home equity lines of credit to consumers to finance home improvements, debt consolidation, education and other uses. Our policy allows for a maximum loan to value ratio of 80%, although periodically higher advances are allowed. The Company originates home equity lines of credit and second mortgage loans (loans secured by a second junior lien position on one-to-four-family residential real estate). Risk is generally reduced through underwriting criteria, which include credit verification, appraisals, a review of the borrower's financial condition, and personal cash flows. A security interest, with title insurance when necessary, is taken in the underlying real estate.

Allowance for Loan Losses

The following table presents a roll-forward of the allowance for loan losses and other information pertaining to the allowance for loan losses:



Allowance for Loan Losses
				Commercial
	Commercial			Real Estate		Consumer			Residential			Unallocated			Total
Roll-forward of the Allowance for Loan Losses for the Quarterly Periods:
March 31, 2016	$	1,437		$	4,950	$	5,912		$	3,798		$	190		$	16,287
Charge-offs	(11		)	—		(189		)	—			—			(200		)
Recoveries	2			—		40			—			—			42
Provision	(300		)	866		(21		)	228			(104		)	669
June 30, 2016	$	1,128		$	5,816	$	5,742		$	4,026		$	86		$	16,798

March 31, 2015	$	2,163		$	3,833	$	5,267		$	3,629		$	733		$	15,625
Charge-offs	(16		)	—		(147		)	(2		)	—			(165		)
Recoveries	12			—		32			—			—			44
Provision	(344		)	99		264			72			(21		)	70
June 30, 2015	$	1,815		$	3,932	$	5,416		$	3,699		$	712		$	15,574

# 14



Allowance for Loan Losses
				Commercial
	Commercial			Real Estate			Consumer			Residential			Unallocated			Total
Roll-forward of the Allowance for Loan Losses for the Year-to-Date Periods:
December 31, 2015	$	1,827		$	4,520		$	5,554		$	3,790		$	347		$	16,038
Charge-offs	(52		)	—			(349		)	(16		)	—			(417		)
Recoveries	15			—			92			—			—			107
Provision	(662		)	1,296			445			252			(261		)	1,070
June 30, 2016	$	1,128		$	5,816		$	5,742		$	4,026		$	86		$	16,798

December 31, 2014	$	2,100		$	4,128		$	5,210		$	3,369		$	763		$	15,570
Charge-offs	(32		)	—			(332		)	(92		)	—			(456		)
Recoveries	19			—			95			—			—			114
Provision	(272		)	(196		)	443			422			(51		)	346
June 30, 2015	$	1,815		$	3,932		$	5,416		$	3,699		$	712		$	15,574

June 30, 2016
Allowance for loan losses - Loans Individually Evaluated for Impairment	$	—		$	250		$	—		$	—		$	—		$	250
Allowance for loan losses - Loans Collectively Evaluated for Impairment	$	1,128		$	5,566		$	5,742		$	4,026		$	86		$	16,548
Ending Loan Balance - Individually Evaluated for Impairment	$	—		$	3,542		$	93		$	640		$	—		$	4,275
Ending Loan Balance - Collectively Evaluated for Impairment	$	106,651		$	414,070		$	508,445		$	639,049		$	—		$	1,668,215

December 31, 2015										—
Allowance for loan losses - Loans Individually Evaluated for Impairment	$	—		$	—		$	—		$	—		$	—		$	—
Allowance for loan losses - Loans Collectively Evaluated for Impairment	$	1,827		$	4,520		$	5,554		$	3,790		$	347		$	16,038
Ending Loan Balance - Individually Evaluated for Impairment	$	155		$	2,372		$	114		$	645		$	—		$	3,286
Ending Loan Balance - Collectively Evaluated for Impairment	$	102,432		$	382,567		$	464,409		$	621,258		$	—		$	1,570,666

June 30, 2015
Allowance for loan losses - Loans Individually Evaluated for Impairment	$	—		$	—		$	—		$	144		$	—		$	144
Allowance for loan losses - Loans Collectively Evaluated for Impairment	$	1,815		$	3,932		$	5,416		$	3,555		$	712		$	15,430
Ending Loan Balance - Individually Evaluated for Impairment	$	432		$	1,491		$	93		$	2,291		$	—		$	4,307
Ending Loan Balance - Collectively Evaluated for Impairment	$	94,901		$	352,304		$	454,786		$	573,372		$	—		$	1,475,363

# 15

Through the provision for loan losses, an allowance for loan losses is maintained that reflects our best estimate of the inherent risk of loss in the Company’s loan portfolio as of the balance sheet date. Additions are made to the allowance for loan losses through a periodic provision for loan losses. Actual loan losses are charged against the allowance for loan losses when loans are deemed uncollectible and recoveries of amounts previously charged off are recorded as credits to the allowance for loan losses.

Our loan officers and risk managers meet at least quarterly to discuss and review the conditions and risks associated with certain criticized and classified commercial-related relationships. In addition, our independent internal loan review department performs periodic reviews of the risk ratings on individual loans in our commercial loan portfolio.

We use a two-step process to determine the provision for loan losses and the amount of the allowance for loan losses. We measure impairment on our impaired loans on a quarterly basis. Our impaired loans are generally nonaccrual loans over $250 thousand and all troubled debt restructured loans. Our impaired loans are generally considered to be collateral dependent with the specific reserve, if any, determined based on the value of the collateral less estimated costs to sell.

The remainder of the portfolio is evaluated on a pooled basis. For each homogeneous loan pool, we estimate a total loss factor based on the historical net loss rates adjusted for applicable qualitative factors. We update the total loss factors assigned to each loan category on a quarterly basis. For the commercial and commercial real estate categories, we further segregate the loan categories by credit risk profile (pools of loans graded satisfactory, special mention and substandard). Additional description of the credit risk classifications is detailed in the Credit Quality Indicators section of this note.

We determine the annualized historical net loss rate for each loan category using a trailing three-year net charge-off average. While historical net loss experience provides a reasonable starting point for our analysis, historical net losses, or even recent trends in net losses, do not by themselves form a sufficient basis to determine the appropriate level of the allowance for loan losses. Therefore, we also consider and adjust historical net loss factors for qualitative factors that impact the inherent risk of loss associated with our loan categories within our total loan portfolio. These include:


•	Changes in the volume and severity of past due, nonaccrual and adversely classified loans


•	Changes in the nature and volume of the portfolio and in the terms of loans


•	Changes in the value of the underlying collateral for collateral dependent loans


•	Changes in lending policies and procedures, including changes in underwriting standards and collection, charge-off, and recovery practices not considered elsewhere in estimating credit losses


•	Changes in the quality of the loan review system


•	Changes in the experience, ability, and depth of lending management and other relevant staff


•	Changes in international, national, regional, and local economic and business conditions and developments that affect the collectibility of the portfolio


•	The existence and effect of any concentrations of credit, and changes in the level of such concentrations


•	The effect of other external factors such as competition and legal and regulatory requirements on the level of estimated credit losses in the existing portfolio or pool

Further, due to the imprecise nature of the loan loss estimation process, the risk attributes of our loan portfolio may not be fully captured in data related to the determination of loss factors used to determine our analysis of the adequacy of the allowance for loan losses. Management, therefore, has established an unallocated portion within the allowance for loan losses reflecting the imprecision that naturally exists in the allowance for loan loss estimation process. The unallocated allowance for loan losses is not considered a significant component of the overall allowance for loan loss estimation process and has been declining steady over the past few quarters.

# 16

Credit Quality Indicators

The following table presents the credit quality indicators by loan category at June 30, 2016, December 31, 2015 and June 30, 2015:



Loan Credit Quality Indicators
			Commercial
	Commercial		Real Estate		Consumer		Residential		Total
June 30, 2016
Credit Risk Profile by Creditworthiness Category:
Satisfactory	$	96,703	$	377,039					$	473,742
Special Mention	1,290		10,429						11,719
Substandard	8,658		30,144						38,802
Doubtful	—		—						—
Credit Risk Profile Based on Payment Activity:
Performing					$	508,014	$	636,751	$	1,144,765
Nonperforming					524		2,938		3,462

December 31, 2015
Credit Risk Profile by Creditworthiness Category:
Satisfactory	$	93,607	$	360,654					$	454,261
Special Mention	1,070		4,901						5,971
Substandard	7,910		19,384						27,294
Doubtful	—		—						—
Credit Risk Profile Based on Payment Activity:
Performing					$	464,074	$	618,521	$	1,082,595
Nonperforming					449		3,382		3,831

June 30, 2015
Credit Risk Profile by Creditworthiness Category:
Satisfactory	$	85,451	$	331,320					$	416,771
Special Mention	1,224		4,583						5,807
Substandard	8,658		17,892						26,550
Doubtful	—		—						—
Credit Risk Profile Based on Payment Activity:
Performing					$	454,440	$	570,772	$	1,025,212
Nonperforming					439		4,891		5,330

We use an internally developed system of five credit quality indicators to rate the credit worthiness of each commercial loan defined as follows: 1) Satisfactory - "Satisfactory" borrowers have acceptable financial condition with satisfactory record of earnings and sufficient historical and projected cash flow to service the debt. Borrowers have satisfactory repayment histories and primary and secondary sources of repayment can be clearly identified; 2) Special Mention - Loans in this category have potential weaknesses that deserve management’s close attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the asset or in the institution’s credit position at some future date. "Special mention" assets are not adversely classified and do not expose an institution to sufficient risk to warrant adverse classification. Loans which might be assigned this risk rating include loans to borrowers with deteriorating financial strength and/or earnings record and loans with potential for problems due to weakening economic or market conditions; 3) Substandard - Loans classified as “substandard” are inadequately protected by the current sound net worth or paying capacity of the borrower or the collateral pledged, if any. Loans in this category have well defined weaknesses that jeopardize the repayment. They are characterized by the distinct possibility that the bank will sustain some loss if the deficiencies are not corrected. “Substandard” loans may include loans which are likely to require liquidation of collateral to effect repayment, and other loans where character or ability to repay has become suspect. Loss potential, while existing in the aggregate amount of substandard assets, does not have to exist in individual assets classified substandard; 4) Doubtful - Loans classified as “doubtful” have all of the weaknesses inherent in those classified as “substandard” with the added characteristic that the weaknesses make collection or liquidation in full, on the basis of current existing facts, conditions, and values highly questionable and improbable. Although possibility of loss is extremely high, classification of these loans as “loss” has been deferred due to specific pending factors or events which may strengthen the value (i.e. possibility of additional collateral, injection of capital, collateral liquidation, debt restructure, economic recovery, etc). Loans classified as “doubtful” need to be placed on

# 17

non-accrual; and 5) Loss - Loans classified as “loss” are considered uncollectible and of such little value that their continuance as bankable assets is not warranted. As of the date of the balance sheet, all loans in this category have been charged-off to the allowance for loan losses. Large commercial loans are evaluated on an annual basis, unless the credit quality indicator falls to a level of "special mention" or below, when the loan is evaluated quarterly. The credit quality indicator is one of the factors used to determine any loss, as further described in this footnote.

For the purposes of the table above, nonperforming consumer loans are those loans on nonaccrual status or are 90 days or more past due and still accruing interest.

Impaired Loans

The following table presents information on impaired loans based on whether the impaired loan has a recorded related allowance or has no recorded related allowance:



Impaired Loans
			Commercial
	Commercial		Real Estate		Consumer		Residential		Total
June 30, 2016
Recorded Investment:
With No Related Allowance	$	—	$	1,850	$	93	$	640	$	2,583
With a Related Allowance	—		1,692		—		—		1,692
Unpaid Principal Balance:
With No Related Allowance	—		1,850		93		640		2,583
With a Related Allowance	—		1,692		—		—		1,692

December 31, 2015
Recorded Investment:
With No Related Allowance	$	155	$	2,372	$	114	$	645	$	3,286
With a Related Allowance	—		—		—		—		—
Unpaid Principal Balance:
With No Related Allowance	155		2,372		144		645		3,316
With a Related Allowance	—		—		—		—		—

June 30, 2015
Recorded Investment:
With No Related Allowance	$	462	$	1,491	$	93	$	1,697	$	3,743
With a Related Allowance	—		—		—		594		594
Unpaid Principal Balance:
With No Related Allowance	462		1,491		93		1,697		$	3,743
With a Related Allowance	—		—		—		594		594

For the Quarter Ended:
June 30, 2016
Average Recorded Balance:
With No Related Allowance	$	—	$	2,111	$	106	$	641	$	2,858
With a Related Allowance	—		$	1,698	—		$	—	1,698
Interest Income Recognized:
With No Related Allowance	—		2		1		—		3
With a Related Allowance	—		—		—		—		—
Cash Basis Income:
With No Related Allowance	—		—		—		—		—
With a Related Allowance	—		—		—		—		—

June 30, 2015
Average Recorded Balance:
With No Related Allowance	$	461	$	1,492	$	100	$	1,697	$	3,750
With a Related Allowance	—		—		—		597		597
Interest Income Recognized:
With No Related Allowance	2		—		1		—		3
With a Related Allowance	—		—		—		—		—
Cash Basis Income:
With No Related Allowance	—		—		—		—		—
With a Related Allowance	—		—		—		—		—

# 18



Impaired Loans
			Commercial
	Commercial		Real Estate		Consumer		Residential		Total
For the Year-To-Date Period Ended:
June 30, 2016
Average Recorded Balance:
With No Related Allowance	$	78	$	2,111	$	104	$	643	$	2,936
With a Related Allowance	—		846		—		—		846
Interest Income Recognized:
With No Related Allowance	—		11		2		—		13
With a Related Allowance	—		—		—		—		—
Cash Basis Income:
With No Related Allowance	—		—		—		—		—
With a Related Allowance	—		—		—		—		—

June 30, 2015
Average Recorded Balance:
With No Related Allowance	$	478	$	1,492	$	106	$	1,688	$	3,764
With a Related Allowance	—		—		—		577		577
Interest Income Recognized:
With No Related Allowance	4		—		2		1		7
With a Related Allowance	—		—		—		—		—
Cash Basis Income:
With No Related Allowance	—		—		—		—		—
With a Related Allowance	—		—		—		—		—

At June 30, 2016, December 31, 2015 and June 30, 2015, all impaired loans were considered to be collateral dependent and were therefore evaluated for impairment based on the fair value of collateral less estimated cost to sell. Interest income recognized in the table above, represents income earned after the loans became impaired and includes restructured loans in compliance with their modified terms and nonaccrual loans where we have recognized interest income on a cash basis.

Loans Modified in Trouble Debt Restructurings

The following table presents information on loans modified in trouble debt restructurings during the periods indicated. All loans were modified under Arrow's own programs. The principal modification, for all the modifications in the table below, involved payment deferrals.

# 19



Loans Modified in Trouble Debt Restructurings During the Period
			Commercial
	Commercial		Real Estate		Consumer		Residential		Total
For the Quarter Ended:
June 30, 2016
Number of Loans	—		—		1		—		1
Pre-Modification Outstanding Recorded Investment	$	—	$	—	$	8	$	—	$	8
Post-Modification Outstanding Recorded Investment	$	—	$	—	$	8	$	—	$	8
Subsequent Default, Number of Contracts	—		—		—		—		—
Subsequent Default, Recorded Investment	—		—		—		—		—

June 30, 2015
Number of Loans	—		—		—		—		—
Pre-Modification Outstanding Recorded Investment	$	—	$	—	$	—	$	—	$	—
Post-Modification Outstanding Recorded Investment	$	—	$	—	$	—	$	—	$	—
Subsequent Default, Number of Contracts	—		—		—		—		—
Subsequent Default, Recorded Investment	—		—		—		—		—

For the Year-To-Date Period Ended:
June 30, 2016
Number of Loans	—		—		1		—		1
Pre-Modification Outstanding Recorded Investment	$	—	$	—	$	8	$	—	$	8
Post-Modification Outstanding Recorded Investment	$	—	$	—	$	8	$	—	$	8
Subsequent Default, Number of Contracts	—		—		—		—		—
Subsequent Default, Recorded Investment	—		—		—		—		—

June 30, 2015
Number of Loans	—		—		1		—		1
Pre-Modification Outstanding Recorded Investment	$	—	$	—	$	2	$	—	$	2
Post-Modification Outstanding Recorded Investment	$	—	$	—	$	2	$	—	$	2
Subsequent Default, Number of Contracts	—		—		—		—		—
Subsequent Default, Recorded Investment	—		—		—		—		—

In general, loans requiring modification are restructured to accommodate the projected cashflows of the borrower. No loans modified during the preceding twelve months subsequently defaulted as of June 30, 2016.

Note 4. GUARANTEES (In Thousands)

The following table presents the balance for standby letters of credit for the periods ended June 30, 2016, December 31, 2015 and June 30, 2015:

# 20



Loan Commitments and Letters of Credit
	June 30, 2016		December 31, 2015		June 30, 2015
Notional Amount:
Commitments to Extend Credit	$	292,839	$	278,623	$	290,666
Standby Letters of Credit	3,137		3,065		3,213
Fair Value:
Commitments to Extend Credit	$	—	$	—	$	—
Standby Letters of Credit	24		2		24

Arrow is party to financial instruments with off-balance sheet risk in the normal course of business to meet the financing needs of its customers. These financial instruments include commitments to extend credit and standby letters of credit. Commitments to extend credit include home equity lines of credit, commitments for residential and commercial construction loans and other personal and commercial lines of credit. These instruments involve, to varying degrees, elements of credit and interest rate risk in excess of the amount recognized in the consolidated balance sheets. The contract or notional amounts of those instruments reflect the extent of the involvement Arrow has in particular classes of financial instruments.

Arrow's exposure to credit loss in the event of nonperformance by the other party to the financial instrument for commitments to extend credit and standby letters of credit is represented by the contractual notional amount of those instruments. Arrow uses the same credit policies in making commitments and conditional obligations as it does for on-balance sheet instruments.

Commitments to extend credit are agreements to lend to a customer as long as there is no violation of any condition established in the contract. Commitments generally have fixed expiration dates or other termination clauses and may require payment of a fee. Since many of the commitments are expected to expire without being drawn upon, the total commitment amounts do not necessarily represent future cash requirements. Arrow evaluates each customer's creditworthiness on a case-by-case basis. Home equity lines of credit are secured by residential real estate. Construction commitments are secured by underlying real estate. For other lines of credit, the amount of collateral obtained, if deemed necessary by Arrow upon extension of credit, is based on management's credit evaluation of the counterparty. Collateral held varies, but may include accounts receivable, inventory, property, plant and equipment, and income-producing commercial properties. Most of the commitments are variable rate instruments.

Arrow has issued conditional commitments in the form of standby letters of credit to guarantee payment on behalf of a customer and guarantee the performance of a customer to a third party. Standby letters of credit generally arise in connection with lending relationships. The credit risk involved in issuing these instruments is essentially the same as that involved in extending loans to customers. Contingent obligations under standby letters of credit at June 30, 2016, December 31, 2015 and June 30, 2015 represent the maximum potential future payments Arrow could be required to make. Typically, these instruments have terms of 12 months or less and expire unused; therefore, the total amounts do not necessarily represent future cash requirements. Each customer is evaluated individually for creditworthiness under the same underwriting standards used for commitments to extend credit and on-balance sheet instruments. Company policies governing loan collateral apply to standby letters of credit at the time of credit extension. Loan-to-value ratios generally range from 50% for movable assets, such as inventory, to 100% for liquid assets, such as bank CD's. Fees for standby letters of credit typically range from 1% to 3% of the notional amount. Fees are collected upfront and are amortized over the life of the commitment. The fair values of Arrow's standby letters of credit at June 30, 2016, December 31, 2015 and June 30, 2015, in the table above, were the same as the carrying amounts. The fair value of standby letters of credit is based on the fees currently charged for similar agreements or the cost to terminate the arrangement with the counterparties.

The fair value of commitments to extend credit is determined by estimating the fees to enter into similar agreements, taking into account the remaining terms and present creditworthiness of the counterparties, and for fixed rate loan commitments, the difference between the current and committed interest rates. Arrow provides several types of commercial lines of credit and standby letters of credit to its commercial customers. The pricing of these services is not isolated, as Arrow considers the customer's complete deposit and borrowing relationship in pricing individual products and services. The commitments to extend credit also include commitments under home equity lines of credit, for which Arrow charges no fee. The carrying value and fair value of commitments to extend credit are not material and Arrow does not expect to incur any material loss as a result of these commitments.

# 21

Note 5. COMPREHENSIVE INCOME (In Thousands)

The following table presents the components of other comprehensive income for the three- and six-month periods ended June 30, 2016 and 2015:



Schedule of Comprehensive Income
	Three Months Ended June 30,									Six Months Ended June 30,
				Tax									Tax
	Before-Tax			(Expense)			Net-of-Tax			Before-Tax			(Expense)			Net-of-Tax
	Amount			Benefit			Amount			Amount			Benefit			Amount
2016
Net Unrealized Securities Holding Gains Arising During the Period	$	1,123		$	(441	)	$	682		$	5,132		$	(2,013	)	$	3,119
Reclassification Adjustment for Securities Gains Included in Net Income	(144		)	56			(88		)	(144		)	56			(88		)
Amortization of Net Retirement Plan Actuarial Loss	168			(66		)	102			334			(131		)	203
Accretion of Net Retirement Plan Prior Service Credit	(4		)	2			(2		)	(7		)	3			(4		)
Other Comprehensive Income	$	1,143		$	(449	)	$	694		$	5,315		$	(2,085	)	$	3,230

2015
Net Unrealized Securities Holding Gains Arising During the Period	$	(1,668	)	$	654		$	(1,014	)	$	(261	)	$	102		$	(159	)
Reclassification Adjustment for Securities Losses Included in Net Income	(16		)	6			(10		)	(106		)	41			(65		)
Amortization of Net Retirement Plan Actuarial Loss	194			(76		)	118			387			(152		)	235
Accretion of Net Retirement Plan Prior Service Credit	(15		)	6			(9		)	(28		)	12			(16		)
Other Comprehensive Income	$	(1,505	)	$	590		$	(915	)	$	(8	)	$	3		$	(5	)

# 22

The following table presents the changes in accumulated other comprehensive income by component:



Changes in Accumulated Other Comprehensive Income (Loss) by Component ⁽¹⁾

	Unrealized			Defined Benefit Plan Items
	Gains and
	Losses on						Net Prior
	Available-for-			Net Gain			Service
	Sale Securities			(Loss)			(Cost ) Credit			Total
For the Quarter-To-Date periods ended:

March 31, 2016	$	3,066		$	(7,792	)	$	(710	)	$	(5,436	)
Other comprehensive income or loss before reclassifications	682			—			—			682
Amounts reclassified from accumulated other comprehensive income	(88		)	102			(2		)	12
Net current-period other comprehensive income	594			102			(2		)	694
June 30, 2016	$	3,660		$	(7,690	)	$	(712	)	$	(4,742	)

March 31, 2015	$	3,339		$	(9,138	)	$	(457	)	$	(6,256	)
Other comprehensive income or loss before reclassifications	(1,014		)	—			—			(1,014		)
Amounts reclassified from accumulated other comprehensive income	(10		)	118			(9		)	99
Net current-period other comprehensive income	(1,024		)	118			(9		)	(915		)
June 30, 2015	$	2,315		$	(9,020	)	$	(466	)	$	(7,171	)


For the Year-To-Date periods ended:

December 31, 2015	$	629		$	(7,893	)	$	(708	)	$	(7,972	)
Other comprehensive income or loss before reclassifications	3,119			—			—			3,119
Amounts reclassified from accumulated other comprehensive income	(88		)	203			(4		)	111
Net current-period other comprehensive income	3,031			203			(4		)	3,230
June 30, 2016	$	3,660		$	(7,690	)	$	(712	)	$	(4,742	)

December 31, 2014	$	2,539		$	(9,255	)	$	(450	)	$	(7,166	)
Other comprehensive income or loss before reclassifications	(159		)	—			—			(159		)
Amounts reclassified from accumulated other comprehensive income	(65		)	235			(16		)	154
Net current-period other comprehensive income	(224		)	235			(16		)	(5		)
June 30, 2015	$	2,315		$	(9,020	)	$	(466	)	$	(7,171	)

(1) All amounts are net of tax. Amounts in parentheses indicate debits.

# 23

The following table presents the reclassifications out of accumulated other comprehensive income:



Reclassifications Out of Accumulated Other Comprehensive Income ⁽¹⁾

	Amounts Reclassified
Details about Accumulated Other	from Accumulated Other				Affected Line Item in the Statement
Comprehensive Income (Loss) Components	Comprehensive Income				Where Net Income Is Presented

For the Quarter-to-date periods ended:

June 30, 2016
Unrealized gains and losses on available-for-sale securities	$	144			Gain on Securities Transactions
	144				Total before Tax
	(56		)		Provision for Income Taxes
	$	88			Net of Tax

Amortization of defined benefit pension items:
Prior-service costs	4			⁽²⁾	Salaries and Employee Benefits
Actuarial gains/(losses)	(168		)	⁽²⁾	Salaries and Employee Benefits
	(164		)		Total before Tax
	64				Provision for Income Taxes
	$	(100	)		Net of Tax

Total reclassifications for the period	$	(12	)		Net of Tax

June 30, 2015
Unrealized gains and losses on available-for-sale securities	$	16			Gain on Securities Transactions
	16				Total before Tax
	(6		)		Provision for Income Taxes
	$	10			Net of Tax

Amortization of defined benefit pension items:
Prior-service costs	$	15		⁽²⁾	Salaries and Employee Benefits
Actuarial gains/(losses)	(194		)	⁽²⁾	Salaries and Employee Benefits
	(179		)		Total before Tax
	70				Provision for Income Taxes
	$	(109	)		Net of Tax

Total reclassifications for the period	$	(99	)		Net of Tax

# 24



Reclassifications Out of Accumulated Other Comprehensive Income ⁽¹⁾

	Amounts Reclassified
Details about Accumulated Other	from Accumulated Other				Affected Line Item in the Statement
Comprehensive Income (Loss) Components	Comprehensive Income				Where Net Income Is Presented


For the Year-to-date periods ended:

June 30, 2016
Unrealized gains and losses on available-for-sale securities	$	144			Gain on Securities Transactions
	144				Total before Tax
	(56		)		Provision for Income Taxes
	$	88			Net of Tax

Amortization of defined benefit pension items:
Prior-service costs	$	7		⁽²⁾	Salaries and Employee Benefits
Actuarial gains/(losses)	(334		)	⁽²⁾	Salaries and Employee Benefits
	(327		)		Total before Tax
	128				Provision for Income Taxes
	$	(199	)		Net of Tax

Total reclassifications for the period	$	(111	)		Net of Tax


June 30, 2015
Unrealized gains and losses on available-for-sale securities	$	106			Gain on Securities Transactions
	106				Total before Tax
	(41		)		Provision for Income Taxes
	$	65			Net of Tax

Amortization of defined benefit pension items:
Prior-service costs	28			⁽²⁾	Salaries and Employee Benefits
Actuarial gains/(losses)	$	(387	)	⁽²⁾	Salaries and Employee Benefits
	(359		)		Total before Tax
	141				Provision for Income Taxes
	$	(218	)		Net of Tax

Total reclassifications for the period	$	(153	)		Net of Tax

(1) Amounts in parentheses indicate debits to profit/loss.

(2) These accumulated other comprehensive income components are included in the computation of net periodic pension cost.

# 25

Note 6. STOCK BASED COMPENSATION PLANS

Under our 2013 Long-Term Incentive Plan, we granted options in the first quarter of 2016 to purchase shares of our common stock. The fair values of the options were estimated on the date of grant using the Black-Scholes option-pricing model. The fair value of our grants is expensed over the four year vesting period.

The following table presents a roll-forward of our stock option plans and grants issued during 2016:



Schedule of Share-based Compensation Arrangements
	Stock Option Plans
Roll-Forward of Shares Outstanding:
Outstanding at January 1, 2016	409,482
Granted	55,000
Exercised	(59,711		)
Forfeited	(10,445		)
Outstanding at June 30, 2016	394,326
Exercisable at Period-End	266,309
Vested and Expected to Vest	128,017

Roll-Forward of Shares Outstanding - Weighted Average Exercise Price:
Outstanding at January 1, 2016	$	22.59
Granted	25.85
Exercised	22.12
Forfeited	24.69
Outstanding at June 30, 2016	23.06
Exercisable at Period-End	22.05
Vested and Expected to Vest	25.17

Grants Issued During 2016 - Weighted Average Information:
Fair Value	5.77
Fair Value Assumptions:
Dividend Yield	3.88		%
Expected Volatility	32.95		%
Risk Free Interest Rate	1.80		%
Expected Lives (in years)	7.56

The following table presents information on the amounts expensed for the periods ended June 30, 2016 and 2015:



Share-Based Compensation Expense
	For the Three Months Ended June 30,				For the Six Months Ended June 30,
	2016		2015		2016		2015
Share-Based Compensation Expense	$	71	$	75	$	145	$	157

Arrow also sponsors an Employee Stock Purchase Plan under which employees purchase Arrow's common stock at a 5% discount below market price. Under current accounting guidance, a stock purchase plan with a discount of 5% or less is not considered a compensatory plan.

# 26

Note 7. RETIREMENT PLANS (Dollars in Thousands)

The following tables provide the components of net periodic benefit costs for the three- and six-month periods ended June 30, 2016 and 2015.



				Select
	Employees'			Executive		Postretirement
	Pension			Retirement		Benefit
	Plan			Plan		Plans
Net Periodic Benefit Cost
For the Three Months Ended June 30, 2016:
Service Cost	$	376		$	8	$	63
Interest Cost	424			48		15
Expected Return on Plan Assets	(828		)	—		—
Amortization of Prior Service (Credit) Cost	(15		)	14		(3		)
Amortization of Net Loss	138			28		—
Net Periodic Benefit Cost	$	95		$	98	$	75

Plan Contributions During the Period	$	—		$	112	$	72

For the Three Months Ended June 30, 2015:
Service Cost	$	353		$	3	$	43
Interest Cost	407			71		159
Expected Return on Plan Assets	(808		)	—		—
Amortization of Prior Service (Credit) Cost	(21		)	15		(8		)
Amortization of Net Loss	139			30		24
Net Periodic Benefit Cost	$	70		$	119	$	218

Plan Contributions During the Period	$	—		$	159	$	78

Net Periodic Benefit Cost
For the Six Months Ended June 30, 2016:
Service Cost	$	752		$	16	$	125
Interest Cost	844			106		96
Expected Return on Plan Assets	(1,656		)	—		—
Amortization of Prior Service Cost (Credit)	(30		)	29		(6		)
Amortization of Net Loss	278			56		—
Net Periodic Benefit Cost	$	188		$	207	$	215

Plan Contributions During the Period	$	—		$	219	$	150

Estimated Future Contributions in the Current Fiscal Year	$	—		$	224	$	144

For the Six Months Ended June 30, 2015:
Service Cost	$	705		$	5	$	87
Interest Cost	802			121		217
Expected Return on Plan Assets	(1,615		)	—		—
Amortization of Prior Service (Credit) Cost	(42		)	29		(16		)
Amortization of Net Loss	278			61		48
Net Periodic Benefit Cost	$	128		$	216	$	336

Plan Contributions During the Period	$	—		$	274	$	125

We were not required to make a contribution to our qualified pension plan in 2016, and currently, we do not expect to make additional contributions in 2016. Arrow makes contributions to its other post-retirement benefit plans in an amount equal to benefit payments for the year.

# 27

Note 8. EARNINGS PER COMMON SHARE (In Thousands, Except Per Share Amounts)

The following table presents a reconciliation of the numerator and denominator used in the calculation of basic and diluted earnings per common share (“EPS”) for periods ended June 30, 2016 and 2015. All share and per share amounts have been adjusted for the September 2015 2% stock dividend.



Earnings Per Share
	Quarterly Period Ended:				Year-to-Date Period Ended:
	June 30, 2016		June 30, 2015		June 30, 2016		June 30, 2015
Earnings Per Share - Basic:
Net Income	$	6,647	$	6,305	$	13,196	$	12,160
Weighted Average Shares - Basic	12,982		12,886		12,968		12,886
Earnings Per Share - Basic	$	0.51	$	0.49	$	1.02	$	0.94

Earnings Per Share - Diluted:
Net Income	$	6,647	$	6,305	$	13,196	$	12,160
Weighted Average Shares - Basic	12,982		12,886		12,968		12,886
Dilutive Average Shares Attributable to Stock Options	56		36		46		37
Weighted Average Shares - Diluted	13,038		12,922		13,014		12,923
Earnings Per Share - Diluted	$	0.51	$	0.49	$	1.01	$	0.94
Antidilutive Shares Excluded from the Calculation of Earnings Per Share	—		—		—		—

# 28

Note 9. FAIR VALUE OF FINANCIAL INSTRUMENTS (In Thousands)

FASB ASC Subtopic 820-10 defines fair value, establishes a framework for measuring fair value in Generally Accepted Accounting Principles (GAAP) and requires certain disclosures about fair value measurements. We do not have any nonfinancial assets or liabilities measured at fair value on a recurring basis. The only assets or liabilities that Arrow measured at fair value on a recurring basis at June 30, 2016, December 31, 2015 and June 30, 2015 were securities available-for-sale. Arrow held no securities or liabilities for trading on such dates.

The table below presents the financial instrument's fair value and the amounts within the fair value hierarchy based on the lowest level of input that is significant to the fair value measurement:



Fair Value of Assets and Liabilities Measured on a Recurring and Nonrecurring Basis
			Fair Value Measurements at Reporting Date Using:
	Fair Value		Quoted Prices In Active Markets for Identical Assets (Level 1)		Significant Other Observable Inputs (Level 2)		Significant Unobservable Inputs (Level 3)		Total Gains (Losses)
Fair Value of Assets and Liabilities Measured on a Recurring Basis:
June 30, 2016
Securities Available-for Sale:
U.S. Agency Obligations	$	157,990	$	—	$	157,990	$	—
State and Municipal Obligations	36,425		—		36,425		—
Mortgage-Backed Securities - Residential	161,728		—		161,728		—
Corporate and Other Debt Securities	5,555		—		5,555		—
Mutual Funds and Equity Securities	1,231		—		1,231		—
Total Securities Available-for-Sale	$	362,929	$	—	$	362,929	$	—
December 31, 2015
Securities Available-for Sale:
U.S. Agency Obligations	$	155,782	$	—	$	155,782	$	—
State and Municipal Obligations	52,408		—		52,408		—
Mortgage-Backed Securities - Residential	178,588		—		178,588		—
Corporate and Other Debt Securities	14,299		—		14,299		—
Mutual Funds and Equity Securities	1,232		—		1,232		—
Total Securities Available-for Sale	$	402,309	$	—	$	402,309	$	—
June 30, 2015
Securities Available-for Sale:
U.S. Agency Obligations	$	156,937	$	—	$	156,937	$	—
State and Municipal Obligations	59,303		—		59,303		—
Mortgage-Backed Securities - Residential	157,641		—		157,641		—
Corporate and Other Debt Securities	16,691		—		16,691		—
Mutual Funds and Equity Securities	1,245		—		1,245		—
Total Securities Available-for Sale	$	391,817	$	—	$	391,817	$	—

Fair Value of Assets and Liabilities Measured on a Nonrecurring Basis:
June 30, 2016
Collateral Dependent Impaired Loans	$	1,692	$	—	$	—	$	1,692	$	(250	)
Other Real Estate Owned and Repossessed Assets, Net	933		—		—		933		(732		)
December 31, 2015
Collateral Dependent Impaired Loans	$	—	$	—	$	—	$	—
Other Real Estate Owned and Repossessed Assets, Net	2,018		—		—		2,018		(687		)
June 30, 2015
Collateral Dependent Impaired Loans	$	308	$	—	$	—	$	308	$	(78	)
Other Real Estate Owned and Repossessed Assets, Net	594		—		—		594		(144		)

# 29

We determine the fair value of financial instruments under the following hierarchy:


•	Level 1 - Unadjusted quoted prices in active markets that are accessible at the measurement date for identical, unrestricted assets or liabilities;


•	Level 2 - Quoted prices for similar assets or liabilities in active markets, quoted prices for identical or similar assets or liabilities in markets that are not active, or inputs that are observable, either directly or indirectly, for substantially the full term of the asset or liability; and


•	Level 3 - Prices or valuation techniques that require inputs that are both significant to the fair value measurement and unobservable (i.e., supported by little or no market activity).

Fair Value Methodology for Assets and Liabilities Measured on a Recurring Basis

The fair value of Level 1 securities available-for-sale are based on unadjusted, quoted market prices from exchanges in active markets. The fair value of Level 2 securities available-for-sale are based on an independent bond and equity pricing service for identical assets or significantly similar securities and an independent equity pricing service for equity securities not actively traded. The pricing service uses a variety of techniques to arrive at fair value including market maker bids, quotes and pricing models. Inputs to the pricing models include recent trades, benchmark interest rates, spreads and actual and projected cash flows.

Fair Value Methodology for Assets and Liabilities Measured on a Nonrecurring Basis

The fair value of collateral dependent impaired loans was based on third-party appraisals of the collateral. The fair value of other real estate owned was based on third-party appraisals. Other assets which might have been included in this table include mortgage servicing rights, goodwill and other intangible assets. Arrow evaluates each of these assets for impairment on a quarterly basis, with no impairment recognized for these assets at June 30, 2016, December 31, 2015 and June 30, 2015.

Fair Value by Balance Sheet Grouping

The following table presents a summary of the carrying amount, the fair value or an amount approximating fair value and the fair value hierarchy of Arrow’s financial instruments:

# 30



Schedule of Fair Values by Balance Sheet Grouping
					Fair Value Hierarchy
	Carrying Amount		Fair Value		Level 1		Level 2		Level 3
June 30, 2016
Cash and Cash Equivalents	$	63,115	$	63,115	$	63,115	$	—	$	—
Securities Available-for-Sale	362,929		362,929		—		362,929		—
Securities Held-to-Maturity	343,814		354,778		—		354,778		—
Federal Home Loan Bank and Federal Reserve Bank Stock	9,961		9,961		9,961		—		—
Net Loans	1,655,692		1,664,713		—		—		1,664,713
Accrued Interest Receivable	6,383		6,383		6,383		—		—
Deposits	2,072,385		2,067,328		1,869,865		197,463		—
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase	41,497		41,497		41,497		—		—
Federal Home Loan Bank Overnight Advances	102,000		102,000		102,000		—		—
Federal Home Loan Bank Term Advances	55,000		56,145		—		56,145		—
Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts	20,000		20,000		—		20,000		—
Accrued Interest Payable	231		231		231		—		—

December 31, 2015
Cash and Cash Equivalents	$	51,068	$	51,068	$	51,068	$	—	$	—
Securities Available-for-Sale	402,309		402,309		—		402,309		—
Securities Held-to-Maturity	320,611		325,930		—		325,930		—
Federal Home Loan Bank and Federal Reserve Bank Stock	8,839		8,839		8,839		—		—
Net Loans	1,557,914		1,557,511		—		—		1,557,511
Accrued Interest Receivable	6,360		6,360		6,360		—		—
Deposits	2,030,423		2,024,224		1,840,606		183,618		—
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase	23,173		19,421		19,421		—		—
Federal Home Loan Bank Overnight Advances	82,000		82,000		82,000		—		—
Federal Home Loan Bank Term Advances	55,000		55,063		—		55,063		—
Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts	20,000		20,000		—		20,000		—
Accrued Interest Payable	231		231		231		—		—

June 30, 2015
Cash and Cash Equivalents	$	45,137	$	45,137	$	45,137	$	—	$	—
Securities Available-for-Sale	391,817		391,817		—		391,817		—
Securities Held-to-Maturity	324,116		328,361		—		328,361		—
Federal Home Loan Bank and Federal Reserve Bank Stock	6,470		6,470		6,470		—		—
Net Loans	1,464,096		1,469,427		—		—		1,469,427
Accrued Interest Receivable	6,007		6,007		6,007		—		—
Deposits	1,972,484		1,966,671		1,777,645		189,026		—
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase	15,895		15,895		15,895		—		—
Federal Home Loan Bank Overnight Advances	29,500		29,500		29,500		—		—
Federal Home Loan Bank Term Advances	55,000		55,400		—		55,400		—
Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts	20,000		20,000		—		20,000		—
Accrued Interest Payable	289		289		289		—		—

# 31

Fair Value Methodology for Financial Instruments Not Measured on a Recurring or Nonrecurring Basis

Securities held-to-maturity are fair valued utilizing an independent bond pricing service for identical assets or significantly similar securities. The pricing service uses a variety of techniques to arrive at fair value including market maker bids, quotes and pricing models. Inputs to the pricing models include recent trades, benchmark interest rates, spreads and actual and projected cash flows.

Fair values for loans are estimated for portfolios of loans with similar financial characteristics. Loans are segregated by type such as commercial, commercial real estate, residential mortgage, indirect and other consumer loans. Each loan category is further segmented into fixed and adjustable interest rate terms and by performing and nonperforming categories. The fair value of performing loans is calculated by discounting scheduled cash flows through the estimated maturity using estimated market discount rates that reflect the credit and interest rate risk inherent in the loan. The estimate of maturity is based on historical experience with repayments for each loan classification, modified, as required, by an estimate of the effect of current economic and lending conditions. Fair value for nonperforming loans is generally based on recent external appraisals. If appraisals are not available, estimated cash flows are discounted using a rate commensurate with the risk associated with the estimated cash flows. Assumptions regarding credit risk, cash flows and discount rates are judgmentally determined using available market information and specific borrower information.

The fair value of time deposits is based on the discounted value of contractual cash flows, except that the fair value is limited to the extent that the customer could redeem the certificate after imposition of a premature withdrawal penalty. The discount rates are estimated using the FHLBNY yield curve, which is considered representative of Arrow’s time deposit rates. The fair value of all other deposits is equal to the carrying value.

The fair value of FHLBNY advances is estimated based on the discounted value of contractual cash flows. The discount rate is estimated using current rates on FHLBNY advances with similar maturities and call features.

Based on Arrow’s capital adequacy, the book value of the outstanding trust preferred securities (Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts) are considered to approximate fair value since the interest rates are variable (indexed to LIBOR) and Arrow is well-capitalized.

# 32

Report of Independent Registered Public Accounting Firm

The Board of Directors and Stockholders

Arrow Financial Corporation:

We have reviewed the consolidated balance sheets of Arrow Financial Corporation and subsidiaries (the Company) as of June 30, 2016 and 2015, the related consolidated statements of income, comprehensive income for the three-month and six-month periods ended June 30, 2016 and 2015, and related consolidated statements of changes in stockholders’ equity and cash flows for the six-month periods ended June 30, 2016 and 2015. These consolidated financial statements are the responsibility of the Company’s management.

We conducted our reviews in accordance with the standards of the Public Company Accounting Oversight Board (United States). A review of interim financial information consists principally of applying analytical procedures and making inquiries of persons responsible for financial and accounting matters. It is substantially less in scope than an audit conducted in accordance with the standards of the Public Company Accounting Oversight Board (United States), the objective of which is the expression of an opinion regarding the financial statements taken as a whole. Accordingly, we do not express such an opinion.

Based on our reviews, we are not aware of any material modifications that should be made to the consolidated financial statements referred to above for them to be in conformity with U.S. generally accepted accounting principles.

We have previously audited, in accordance with standards of the Public Company Accounting Oversight Board (United States), the consolidated balance sheet of Arrow Financial Corporation and subsidiaries as of December 31, 2015, and the related consolidated statements of income, comprehensive income, changes in stockholders’ equity, and cash flows for the year then ended (not presented herein); and in our report dated March 10, 2016, we expressed an unqualified opinion on those consolidated financial statements. In our opinion, the information set forth in the accompanying consolidated balance sheet as of December 31, 2015, is fairly stated, in all material respects, in relation to the consolidated balance sheet from which it has been derived.

/s/ KPMG LLP

Albany, New York

August 9, 2016

# 33

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES

MANAGEMENT'S DISCUSSION AND ANALYSIS OF

FINANCIAL CONDITION AND RESULTS OF OPERATIONS

June 30, 2016

Note on Terminology - In this Quarterly Report on Form 10-Q, the terms “Arrow,” “the registrant,” “the company,” “we,” “us,” and “our” generally refer to Arrow Financial Corporation and its subsidiaries as a group, except where the context indicates otherwise.

The Company and Its Subsidiaries - Arrow is a two-bank holding company headquartered in Glens Falls, New York. Our banking subsidiaries are Glens Falls National Bank and Trust Company (Glens Falls National) whose main office is located in Glens Falls, New York, and Saratoga National Bank and Trust Company (Saratoga National) whose main office is located in Saratoga Springs, New York. Our non-bank subsidiaries include Capital Financial Group, Inc. (an insurance agency specializing in selling and servicing group health care policies); two property and casualty insurance agencies: Upstate Agency LLC and McPhillips Agency (which is a division of Glens Falls National Insurance Agencies LLC); North Country Investment Advisers, Inc. (a registered investment adviser that provides investment advice to our proprietary mutual funds); Glens Falls National Community Development Corporation (which invests in qualifying community development projects); and Arrow Properties, Inc. (a real estate investment trust, or REIT). All of these are wholly- owned or majority owned subsidiaries of Glens Falls National.

Our Peer Group - At certain points in this Report, our performance is compared with that of our “peer group” of financial institutions. Unless otherwise specifically stated, the peer group for the purposes of this Form 10-Q is comprised of the group of 343 domestic bank holding companies with $1 to $3 billion in total consolidated assets as identified in the Federal Reserve Board’s “Bank Holding Company Performance Report” for March 31, 2016 (the most recent such Report currently available), and peer group data contained herein has been derived from such Report.

Forward Looking Statements - This Quarterly Report on Form 10-Q contains statements that are not historical in nature but rather are based on our beliefs, assumptions, expectations, estimates and projections about the future. These statements are “forward-looking statements” within the meaning of Section 21E of the Securities Exchange Act of 1934, as amended, and involve a degree of uncertainty and attendant risk. Words such as “expects,” “believes,” “anticipates,” “estimates” and variations of such words and similar expressions are intended to identify such forward-looking statements. Some of these statements, such as those included in the interest rate sensitivity analysis in Part I, Item 3, entitled “Quantitative and Qualitative Disclosures About Market Risk,” are merely presentations of what future performance or changes in future performance would look like based on hypothetical assumptions and on simulation models. Other forward-looking statements are based on our general perceptions of market conditions and trends in business activity, both our own and in the banking industry generally, as well as current management strategies for future operations and development.



Examples of Forward-Looking Statements:
Topic	Page	Location
Future compliance with regulatory capital standards	43	1^st paragraph under "Regulatory Capital and Increase in Stockholders' Equity"
VISA	44	"VISA Class B Common Stock"
Impact of market rate structure on net interest margin, loan yields and deposit rates	48-49	1^st and 3^rd paragraphs under "Quarterly Taxable Equivalent Yield on Loans"
	62	Last paragraph under "Quantitative and Qualitative Disclosures about Market Risk
Future level of residential real estate loans	47-48	2^nd paragraph under "Residential Real Estate Loans"
Future level of indirect consumer loans	48	Last paragraph under "Consumer Loans"
Future level of commercial loans	48	3^rd paragraph under "Commercial Loans,and Commercial Real Estate Loans"
Impact of changes in mortgage rates	50	Paragraph under "Investment Sales, Purchases and Maturities"
Provision for loan losses	51	1^st paragraph in section
Future level of nonperforming assets	52	Last 3 paragraphs under "Risk Elements"
Liquidity	55	2^nd paragraph under "LIQUIDITY"
Fees for other services to customers	57, 60	3^rd paragraph under "Noninterest Income"

Forward-looking statements contained herein are not guarantees of future performance and involve certain risks and uncertainties that are difficult to quantify or, in some cases, to identify. In the case of all such forward-looking statements, actual outcomes and results may differ materially from what the statements predict or forecast. Factors that could cause or contribute to such differences include, but are not limited to:


a.	rapid and dramatic changes in economic and market conditions;

b.sharp fluctuations in interest rates, economic activity, and consumer spending patterns;

c.network attacks or unauthorized access to computer systems and network infrastructure, interruptions of service and other

security risks, whether company-specific, industry-specific or regional or nationwide;

d.sudden changes in the market for products we provide, such as real estate loans;


e.	significant new banking laws and regulations, including rules still to be issued under the Dodd-Frank Wall Street Reform and Consumer Protection Act of 2010 (the Dodd-Frank Act or Dodd-Frank);


f.	unexpected or enhanced competition from new or unforeseen sources, whether company-specific or industry-specific ; and

# 34


g.	similar uncertainties inherent in banking operations such as ours, the financial world, or governmental finance generally, including periodic heightened concerns about U.S. or state governmental budgets, deficits, spending and taxes.

Readers are cautioned not to place undue reliance on forward-looking statements in this Report, which speak only as of the date hereof. We undertake no general obligation to revise or update these forward-looking statements to reflect the occurrence of unanticipated events. This Quarterly Report should be read in conjunction with our Annual Report on Form 10-K for the year ended December 31, 2015.

USE OF NON-GAAP FINANCIAL MEASURES

In May 2016, the SEC issued its interpretations of Regulation G. Regulation G, a rule adopted by the Securities and Exchange Commission (SEC), applies to certain SEC filings, including earnings releases, made by registered companies that contain “non-GAAP financial measures.” The May 2016 interpretations primarily address three issues: 1) misleading financial measures; 2) per share non-GAAP liquidity measures; and 3) inappropriate adjustments for tax expenses.

GAAP is generally accepted accounting principles in the United States of America. Under Regulation G, companies making public disclosures containing non-GAAP financial measures must also disclose, along with each non-GAAP financial measure, certain additional information, including a reconciliation of the non-GAAP financial measure to the closest comparable GAAP financial measure (if a comparable GAAP measure exists) and a statement of the Company’s reasons for utilizing the non-GAAP financial measure as part of its financial disclosures. The SEC has exempted from the definition of “non-GAAP financial measures” certain commonly used financial measures that are not based on GAAP. When these exempted measures are included in public disclosures, supplemental information is not required. One such exempt non-GAAP measure is regulatory capital. Financial institutions like the Company and its subsidiary banks must calculate and report their condition under an array of bank regulatory capital measures that are financial in nature but are not based on GAAP and are not easily reconcilable to the closest comparable GAAP financial measures, even in those cases where a comparable measure exists. The Company follows industry practice in disclosing its financial condition under these various regulatory capital measures, including period-end regulatory capital ratios for itself and its subsidiary banks, in its periodic reports filed with the SEC, including this Report, and does so without compliance with Regulation G, on the widely-shared understanding that the SEC regards bank regulatory capital measures to be exempt from Regulation G.

In addition to regulatory capital measures, the Company uses in preparing its financial statements several additional non-GAAP financial measures that are commonly utilized by financial institutions but have not been specifically exempted by the SEC from Regulation G and may not be exempt. Some of the more significant non-GAAP measures generally included by the Company in its public filings with the SEC are identified and described below, with a brief explanation for the Company's usage of such measures if and when they are in fact included in filed reports. Some of these non-GAAP measures are included in this Report, including in the tables on pages 37 and 39 and the notes on pages 38 and 40. Where any such non-GAAP measure is used in this Report, and a comparable GAAP measure exists, the tabular presentation of the GAAP measure precedes presentation of the non-GAAP measure and a reconciliation of the non-GAAP measure to the GAAP measure is set forth in proximity to, or cross-referenced from, the non-GAAP measure.

Tax-Equivalent Net Interest Income and Net Interest Margin: Net interest income, as a component of the tabular presentation by financial institutions of Selected Financial Information regarding their recently completed operations, as well as narrative disclosures based on that tabular presentation, is often presented on a tax-equivalent basis, i.e., on a non-GAAP basis. That is, to the extent that some component of the institution's net interest income, which is presented on a before-tax basis, is exempt from taxation (e.g., is received by the institution as a result of its holdings of state or municipal obligations), an amount equal to the tax benefit derived from that component is added to the actual before-tax net interest income total to generate tax-equivalent net interest income. This adjustment is considered helpful in comparing one financial institution's net interest income to that of another institution or in analyzing any institution’s net interest income trend line over time, to correct any analytical distortion that might otherwise arise from the fact that financial institutions vary widely in the proportions of their portfolios that are invested in tax-exempt securities, and that even a single institution may significantly alter over time the proportion of its own portfolio that is invested in tax-exempt obligations. Moreover, net interest income is itself a component of a second financial measure commonly used by financial institutions (and included in Selected Financial Information tables), i.e., net interest margin, which is the ratio of net interest income to average earning assets. For purposes of calculating this measure, financial institutions that present net interest income on a tax-equivalent basis typically use that same measure, a non-GAAP measure, in calculating their net interest margin (which also becomes a non-GAAP measure, again to provide a better basis of comparison from institution to institution and to better demonstrate a single institution’s performance over time. We follow these practices.

The Efficiency Ratio: Financial institutions often use an "efficiency ratio" as a measure of expense control. It is not a GAAP measure and no reasonably comparable GAAP measure exists. The efficiency ratio (a financial measure as to which lower is better) typically is defined as the ratio of noninterest expense to net interest income and noninterest income. Net interest income as utilized in calculating the efficiency ratio is typically the same as the net interest income presented in Selected Financial Information table discussed in the preceding paragraph, i.e., it is expressed on a tax-equivalent basis. Moreover, most financial institutions, in calculating the efficiency ratio, also adjust both noninterest expense and noninterest income to exclude from these items (as calculated under GAAP) certain recurring component elements of income and expense, such as intangible asset amortization (deducted from noninterest expense) and securities gains or losses (excluded from noninterest income). We follow these practices.

Tangible Book Value per Share: Tangible equity, a non-GAAP measure, is total stockholders’ equity less intangible assets. Tangible book value per share is tangible equity divided by total shares issued and outstanding. Tangible book value per share is often regarded as a more meaningful comparative ratio than book value per share as calculated under GAAP, that is, total stockholders’ equity including intangible assets divided by total shares issued and outstanding. Intangible assets under GAAP include many items, but in our case, essentially represent goodwill.

# 35

Adjustments for Certain Items of Income or Expense: When we believe the circumstances so warrant, we occasionally include in our presentation and discussion of our financial results, in addition to the required GAAP and GAAP-based disclosures (e.g., net income, earnings per share, return on average assets, return on average equity and other GAAP-based financial measures), comparative disclosures that adjust these GAAP financial measures by removing the impact of certain non recurring transactions or other material items of income or expense. When we include such disclosures, it is because we believe that the resulting non-GAAP financial measures may improve an understanding of our results of operations by separating out items that have a disproportionate positive or negative impact on such results for the particular period in question, or where we believe the adjustment for certain items allows a better comparison from period-to-period in our results of operations with respect to our fundamental lines of business including the commercial banking business. We believe that our presentation of such non-GAAP financial measures from time-to-time may be useful to investors and the market in evaluating our performance. Any such information should be considered as supplemental in nature and not as a substitute for or superior to the related financial information prepared in accordance with GAAP.

# 36

Arrow Financial Corporation Selected Quarterly Information (Dollars In Thousands, Except Per Share Amounts - Unaudited)

Quarter Ended	6/30/2016			3/31/2016			12/31/2015			9/30/2015			6/30/2015
Net Income	$	6,647		$	6,549		$	6,569		$	5,933		$	6,305
Transactions Recorded in Net Income (Net of Tax):
Net Gain on Securities Transactions	88			—			14			—			10

Share and Per Share Data:⁽¹⁾
Period End Shares Outstanding	12,998			12,972			12,939			12,905			12,875
Basic Average Shares Outstanding	12,982			12,954			12,918			12,888			12,886
Diluted Average Shares Outstanding	13,038			12,989			12,979			12,929			12,922
Basic Earnings Per Share	$	0.51		$	0.51		$	0.51		$	0.46		$	0.49
Diluted Earnings Per Share	0.51			0.50			0.51			0.46			0.49
Cash Dividend Per Share	0.25			0.25			0.25			0.245			0.245

Selected Quarterly Average Balances:
Interest-Bearing Deposits at Banks	22,195			21,166			44,603			17,788			37,303
Investment Securities	701,526			716,523			716,947			711,830			701,329
Loans	1,649,401			1,595,018			1,556,234			1,502,620			1,456,534
Deposits	2,082,449			2,069,964			2,075,825			1,970,738			1,983,647
Other Borrowed Funds	165,853			143,274			127,471			148,887			99,994
Shareholders’ Equity	223,234			218,307			213,219			209,334			206,831
Total Assets	2,496,795			2,456,431			2,442,964			2,356,121			2,316,427
Return on Average Assets, annualized	1.07		%	1.07		%	1.07		%	1.00		%	1.09		%
Return on Average Equity, annualized	11.98		%	12.07		%	12.22		%	11.24		%	12.23		%
Return on Tangible Equity, annualized ⁽²⁾(Non-GAAP)	13.47		%	13.62		%	13.86		%	12.79		%	13.94		%
Average Earning Assets	2,373,122			2,332,707			2,317,784			2,232,238			2,195,166
Average Paying Liabilities	1,891,017			1,867,455			1,854,549			1,772,156			1,770,023
Interest Income, Tax-Equivalent ⁽³⁾(Non-GAAP)	20,343			19,745			19,619			18,924			18,501
Interest Expense	1,284			1,263			1,231			1,253			1,243
Net Interest Income, Tax-Equivalent ⁽³⁾(Non-GAAP)	19,059			18,482			18,388			17,671			17,258
Tax-Equivalent Adjustment ⁽³⁾(Non-GAAP)	1,106			1,119			1,109			1,093			1,094
Net Interest Margin, annualized ⁽³⁾(Non-GAAP)	3.23		%	3.19		%	3.15		%	3.14		%	3.15		%

Efficiency Ratio Calculation: ⁽⁴⁾(Non-GAAP)
Noninterest Expense	14,884			14,370			14,242			14,850			14,383
Less: Intangible Asset Amortization	74			75			78			79			80
Net Noninterest Expense	14,810			14,295			14,164			14,771			14,303
Net Interest Income, Tax-Equivalent ⁽³⁾ (Non-GAAP)	19,059			18,482			18,388			17,671			17,258
Noninterest Income	7,194			6,875			6,687			7,137			7,444
Less: Net Securities Gain	144			—			23			—			16
Net Gross Income	26,109			25,357			25,052			24,808			24,686
Efficiency Ratio (Non-GAAP)	56.72		%	56.37		%	56.54		%	59.54		%	57.94		%

Period-End Capital Information:
Total Stockholders’ Equity (i.e. Book Value)	225,373			220,703			213,971			211,142			206,947
Book Value per Share ⁽¹⁾	17.34			17.01			16.54			16.36			16.07
Goodwill and Other Intangible Assets, net	24,758			24,872			24,980			25,266			25,372
Tangible Book Value per Share ^(1,2)(Non-GAAP)	15.43			15.10			14.61			14.40			14.10

Capital Ratios:5
Tier 1 Leverage Ratio	9.37		%	9.36		%	9.25		%	9.40%			9.41%
Common Equity Tier 1 Capital Ratio	12.74		%	12.84		%	12.82		%	12.66%			12.92%
Tier 1 Risk-Based Capital Ratio	13.95		%	14.08		%	14.08		%	13.93%			14.24%
Total Risk-Based Capital Ratio	14.96		%	15.09		%	15.09		%	14.94%			15.28%

Assets Under Trust Administration and Investment Management	$	1,250,770		$	1,231,237		$	1,232,890		$	1,195,629		$	1,246,849

# 37

Arrow Financial Corporation

Selected Quarterly Information - Continued

(Dollars In Thousands, Except Per Share Amounts - Unaudited)



Footnotes:

1.	Share and Per Share Data have been restated for the September 28, 2015, 2% stock dividend.

2.	Tangible Book Value and Tangible Equity exclude goodwill and other intangible assets, net from total equity. These are non-GAAP financial measures which we believe provide investors with information that is useful in understanding our financial performance. See "Use of Non-GAAP Financial Measures" on page 35.
		6/30/2016			3/31/2016			12/31/2015			9/30/2015			6/30/2015
	Total Stockholders' Equity (GAAP)	$	225,373		$	220,703		$	213,971		$	211,142		$	206,947
	Less: Goodwill and Other Intangible assets, net	24,758			24,872			24,980			25,266			25,372
	Tangible Equity (Non-GAAP)	$	200,615		$	195,831		$	188,991		$	185,876		$	181,575

	Period End Shares Outstanding	12,998			12,972			12,939			12,905			12,875
	Tangible Book Value per Share (Non-GAAP)	$	15.43		$	15.10		$	14.61		$	14.40		$	14.10

3.	Net Interest Margin is the ratio of our annualized tax-equivalent net interest income to average earning assets. This is also a non-GAAP financial measure which we believe provides investors with information that is useful in understanding our financial performance. See "Use of Non-GAAP Financial Measures" on page 35.
		6/30/2016			3/31/2016			12/31/2015			9/30/2015			6/30/2015
	Net Interest Income (GAAP)	$	17,953		$	17,363		$	17,279		$	16,578		$	16,164
	Add: Tax-Equivalent adjustment (Non-GAAP)	1,106			1,119			1,109			1,093			1,094
	Net Interest Income - Tax Equivalent (Non-GAAP)	$	19,059		$	18,482		$	18,388		$	17,671		$	17,258
	Average Earning Assets	$	2,373,122		$	2,332,707		$	2,317,784		$	2,232,238		$	2,195,166
	Net Interest Margin (Non-GAAP)*	3.23		%	3.19		%	3.15		%	3.14		%	3.15		%

4.	Financial Institutions often use the "efficiency ratio", a non-GAAP ratio, as a measure of expense control. We believe the efficiency ratio provides investors with information that is useful in understanding our financial performance. We define our efficiency ratio as the ratio of our noninterest expense to our net gross income (which equals our tax-equivalent net interest income plus noninterest income, as adjusted). See "Use of Non-GAAP Financial Measures" on page 35.

5.	For the recently-completed quarter, all of the regulatory capital ratios in the table above and the table below, as well as the Total Risk-Weighted Assets and Common Equity Tier 1 Capital amounts listed in the table below, are estimates based on, and calculated in accordance with, bank regulatory capital rules. The Common Equity Tier 1 (CET1) Ratio as of 6/30/2016 listed in the tables (i.e., 12.74%) not only exceeds not only the currently required minimum CET1 Ratio of 5.125%, but also exceeds the minimum CET1 Ratio that will be required when the Capital Conservation Buffer is fully phased-in, in 2019, of 7.00% (including the ultimate required Capital Conservation Buffer of 2.50%).
		6/30/2016			3/31/2016			12/31/2015			9/30/2015			6/30/2015
	Total Risk Weighted Assets	$	1,662,381		$	1,617,957		$	1,590,129		$1,574,704			$1,515,416
	Common Equity Tier 1 Capital	211,801			207,777			203,848			199,377			195,800
	Common Equity Tier 1 Ratio	12.74		%	12.84		%	12.82		%	12.66%			12.92%

* Quarterly ratios have been annualized

# 38

Arrow Financial Corporation Selected Year-to-Date Information (Dollars In Thousands, Except Per Share Amounts - Unaudited)

Six Months Ended	6/30/2016			6/30/2015
Net Income	$	13,196		$	12,160
Transactions Recorded in Net Income (Net of Tax):
Net Gain on Securities Transactions	88			64

Share and Per Share Data:⁽¹⁾
Period End Shares Outstanding	12,998			12,875
Basic Average Shares Outstanding	12,968			12,886
Diluted Average Shares Outstanding	13,014			12,923
Basic Earnings Per Share	$	1.02		$	0.94
Diluted Earnings Per Share	1.01			0.94
Cash Dividend Per Share	0.50			0.49

Selected Year-to-Date Average Balances:
Interest-Bearing Deposits at Banks	21,680			33,951
Investment Securities	709,025			687,617
Loans	1,622,210			1,439,365
Deposits	2,076,207			1,966,804
Other Borrowed Funds	154,564			84,599
Shareholders’ Equity	220,771			204,704
Total Assets	2,476,613			2,282,429
Return on Average Assets, annualized	1.07		%	1.07		%
Return on Average Equity, annualized	12.02		%	11.98		%
Return on Tangible Equity, annualized ⁽²⁾ (Non-GAAP)	13.55		%	13.68		%
Average Earning Assets	2,352,915			2,160,933
Average Paying Liabilities	1,879,237			1,741,794
Interest Income, Tax-Equivalent ⁽³⁾ (Non-GAAP)	40,088			36,574
Interest Expense	2,547			2,329
Net Interest Income, Tax-Equivalent ⁽³⁾ (Non-GAAP)	37,541			34,245
Tax-Equivalent Adjustment ⁽³⁾ (Non-GAAP)	2,225			2,177
Net Interest Margin, annualized ⁽³⁾ (Non-GAAP)	3.21		%	3.20		%

Efficiency Ratio Calculation: ⁽⁴⁾
Noninterest Expense	29,255			28,338
Less: Intangible Asset Amortization	150			171
Net Noninterest Expense	29,105			28,167
Net Interest Income, Tax-Equivalent ⁽³⁾(Non-GAAP)	37,541			34,245
Noninterest Income	14,070			14,300
Less: Net Securities Gain	144			106
Net Gross Income	51,467			48,439
Efficiency Ratio (Non-GAAP)	56.55		%	58.15		%

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Arrow Financial Corporation

Selected Year-to-Date Information - Continued

(Dollars In Thousands, Except Per Share Amounts - Unaudited)



Footnotes:

1.	Share and Per Share Data have been restated for the September 28, 2015, 2% stock dividend.

2.	Tangible Book Value and Tangible Equity exclude goodwill and other intangible assets, net from total equity. These are non-GAAP financial measures which we believe provide investors with information that is useful in understanding our financial performance. See "Use of Non-GAAP Financial Measures" on page 35.
		6/30/2016			6/30/2015
	Total Stockholders' Equity (GAAP)	$	225,373		$	206,947
	Less: Goodwill and Other Intangible assets, net	24,758			25,372
	Tangible Equity (Non-GAAP)	$	200,615		$	181,575

	Period End Shares Outstanding	12,998			12,875
	Tangible Book Value per Share (Non-GAAP)	$	15.43		$	14.10

3.	Net Interest Margin is the ratio of our annualized tax-equivalent net interest income to average earning assets. This is also a non-GAAP financial measure which we believe provides investors with information that is useful in understanding our financial performance. See "Use of Non-GAAP Financial Measures" on page 35.
		6/30/2016			6/30/2015
	Net Interest Income (GAAP)	$	35,316		$	32,068
	Add: Tax-Equivalent adjustment (Non-GAAP)	2,225			2,177
	Net Interest Income - Tax Equivalent (Non-GAAP)	$	37,541		$	34,245
	Average Earning Assets	$	2,352,915		$	2,160,933
	Net Interest Margin (Non-GAAP)*	3.21		%	3.20		%

4.	Financial Institutions often use the "efficiency ratio", a non-GAAP ratio, as a measure of expense control. We believe the efficiency ratio provides investors with information that is useful in understanding our financial performance. We define our efficiency ratio as the ratio of our noninterest expense to our net gross income (which equals our tax-equivalent net interest income plus noninterest income, as adjusted). See "Use of Non-GAAP Financial Measures" on page 35.

* Year-to-date ratios have been annualized

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Average Consolidated Balance Sheets and Net Interest Income Analysis (see “Use of Non-GAAP Financial Measures” on page 35) (Fully Taxable Basis using a marginal tax rate of 35%) (Dollars In Thousands)
Quarter Ended June 30:	2016								2015
				Interest			Rate					Interest			Rate
	Average			Income/			Earned/		Average			Income/			Earned/
	Balance			Expense			Paid		Balance			Expense			Paid
Interest-Bearing Deposits at Banks	$	22,195		$	34		0.62	%	$	37,303		$	26		0.28	%
Investment Securities:
Fully Taxable	428,611			2,023			1.90		431,787			2,017			1.87
Exempt from Federal Taxes	272,915			2,449			3.61		269,542			2,422			3.60
Loans	1,649,401			15,837			3.86		1,456,534			14,036			3.87
Total Earning Assets	2,373,122			20,343			3.45		2,195,166			18,501			3.38
Allowance for Loan Losses	(16,242		)						(15,599		)
Cash and Due From Banks	30,113								30,457
Other Assets	109,802								106,403
Total Assets	$	2,496,795							$	2,316,427
Deposits:
NOW Accounts	$	928,904		311			0.13		$	922,532		338			0.15
Savings Deposits	602,625			224			0.15		550,150			182			0.13
Time Deposits of $100,000 or More	63,117			98			0.62		59,569			88			0.59
Other Time Deposits	130,518			164			0.51		137,778			185			0.54
Total Interest-Bearing Deposits	1,725,164			797			0.19		1,670,029			793			0.19
Short-Term Borrowings	90,853			81			0.36		25,873			10			0.16
FHLBNY Term Advances and Other Long-Term Debt	75,000			406			2.18		74,121			440			2.38
Total Interest-Bearing Liabilities	1,891,017			1,284			0.27		1,770,023			1,243			0.28
Demand Deposits	357,285								313,618
Other Liabilities	25,259								25,955
Total Liabilities	2,273,561								2,109,596
Stockholders’ Equity	223,234								206,831
Total Liabilities and Stockholders’ Equity	$	2,496,795							$	2,316,427
Net Interest Income (Tax-equivalent Basis) (Non-GAAP)				19,059								17,258
Reversal of Tax Equivalent Adjustment				(1,106		)	(0.19	)%				(1,094		)	(0.20	)%
Net Interest Income				$	17,953							$	16,164
Net Interest Spread (Non-GAAP)							3.18	%							3.10	%
Net Interest Margin (Non-GAAP)							3.23	%							3.15	%

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Average Consolidated Balance Sheets and Net Interest Income Analysis (see “Use of Non-GAAP Financial Measures” on page 35) (Fully Taxable Basis using a marginal tax rate of 35%) (Dollars In Thousands)
Six-Month Period Ended June 30:	2016								2015
				Interest			Rate					Interest			Rate
	Average			Income/			Earned/		Average			Income/			Earned/
	Balance			Expense			Paid		Balance			Expense			Paid
Interest-Bearing Deposits at Banks	$	21,680		$	66		0.61	%	$	33,951		$	47		0.28	%
Investment Securities:
Fully Taxable	437,328			4,113			1.89		419,792			3,965			1.90
Exempt from Federal Taxes	271,697			4,914			3.64		267,825			4,780			3.60
Loans	1,622,210			30,995			3.84		1,439,365			27,782			3.89
Total Earning Assets	2,352,915			40,088			3.43		2,160,933			36,574			3.41
Allowance for Loan Losses	(16,125		)						(15,566		)
Cash and Due From Banks	30,450								30,933
Other Assets	108,796								106,129
Total Assets	$	2,476,613							$	2,282,429
Deposits:
NOW Accounts	$	929,401		621			0.13		$	918,454		668			0.15
Savings Deposits	603,388			446			0.15		539,273			349			0.13
Time Deposits of $100,000 or More	61,601			185			0.60		59,967			178			0.60
Other Time Deposits	130,283			333			0.51		139,501			387			0.56
Total Interest-Bearing Deposits	1,724,673			1,585			0.18		1,657,195			1,582			0.19
Short-Term Borrowings	79,564			151			0.38		27,555			25			0.18
FHLBNY Term Advances and Other Long-Term Debt	75,000			811			2.17		57,044			722			2.55
Total Interest-Bearing Liabilities	1,879,237			2,547			0.27		1,741,794			2,329			0.27
Demand Deposits	351,534								309,609
Other Liabilities	25,071								26,322
Total Liabilities	2,255,842								2,077,725
Stockholders’ Equity	220,771								204,704
Total Liabilities and Stockholders’ Equity	$	2,476,613							$	2,282,429
Net Interest Income (Tax-equivalent Basis) (Non-GAAP)				37,541								34,245
Reversal of Tax Equivalent Adjustment				(2,225		)	(0.19	)%				(2,177		)	(0.20	)%
Net Interest Income				$	35,316							$	32,068
Net Interest Spread (Non-GAAP)							3.16	%							3.14	%
Net Interest Margin (Non-GAAP)							3.21	%							3.20	%

OVERVIEW

We reported net income for the second quarter of 2016 of $6.6 million, an increase of $342 thousand, or 5.4%, over our net income for the second quarter of 2015. Diluted earnings per share (EPS) for the quarter were $0.51, an increase of $0.02, or 4.1%, from the EPS of $0.49 reported for the second quarter of 2015. Return on average equity (ROE) for the second quarter of 2016 continued to be strong at 11.98%, although down from an ROE of 12.23% for the quarter ended June 30, 2015. Return on average assets (ROA) for the 2016 second quarter was 1.07%, a decrease from an ROA of 1.09% for the quarter ended June 30, 2015. The increase in net income between the respective periods was largely the result of a significant increase in net interest income, which itself was primarily attributable to an even greater increase in average earning assets, particularly in loans, between the periods. Tax-equivalent net interest income (a non-GAAP measure) increased between the two quarters by approximately 10.4%. Total loans increased between the respective period ends by $193 million, or 13.0%. Since the second quarter of 2015, we have expanded Saratoga National Bank deeper into the Capital District, with the opening of a branch location in Rensselaer County. Salaries and employee benefits expenses increased 2.7% in the second quarter of 2016 over the 2015 quarter, an increase that would have been greater had we not experienced a net decrease of 7 full-time equivalent employees between the periods. Total assets were $2.54 billion at June 30, 2016, which represented an increase of $94.1 million, or 3.8%, from the level at December 31, 2015, and an increase of $206.9 million, or 8.9%, from the June 30, 2015 level.

The changes in net income, net interest income and net interest margin between the three- and six-month periods are more fully described under the heading "RESULTS OF OPERATIONS," beginning on page 56.

Stockholders’ equity was $225.4 million at June 30, 2016, an increase of $11.4 million, or 5.3%, from the December 31, 2015 level of $214.0 million, and an increase of $18.4 million, or 8.9%, from the prior year level. The components of the change in stockholders’

# 42

equity since year-end 2015 are presented in the Consolidated Statement of Changes in Stockholders’ Equity on page 6, and are discussed in more detail in the next section.

Regulatory Capital and Increase in Stockholders' Equity: At June 30, 2016, we exceeded by a substantial amount all regulatory minimum capital requirements under the new capital rules at both the holding company and bank levels. At that date, both of our banks, as well as our holding company, continued to qualify as "well-capitalized" under the recently modified federal bank regulatory guidelines that became effective contemporaneously with the new capital rules in 2015. Because of our continued profitability and strong asset quality, our regulatory capital levels throughout recent years have consistently remained well in excess of the various required regulatory minimums in effect from time to time, and are well in excess of the currently required minimum levels, which, as a result of the Dodd-Frank Act, have increased and will continue to increase, as a percentage of assets, each year from 2015 to 2019.

At June 30, 2016, our tangible book value per share (a non-GAAP measure that deducts intangible assets from stockholders' equity) amounted to $15.43, an increase of $0.82, or 5.6%, from the December 31, 2015 level and an increase of $1.33, or 9.4%, from the level as of June 30, 2015. See the disclosure on page 35 related to our use of non-GAAP financial measures generally, and tangible book value, specifically. Our total stockholders' equity at June 30, 2016 was 8.9% higher than the year-earlier level, and our total book value per share was up by 7.9% over the year earlier level. In the past six months, total shareholders' equity increased 5.3% and our total book value per share increased by 4.8%. The increase in stockholders' equity over the first six months of 2016 principally reflected the following factors: (i) $13.2 million net income for the period and (ii) issuance of $1.1 million of common stock through our employee benefit and dividend reinvestment plans; reduced by (iii) cash dividends of $6.5 million; and (iv) repurchases of our own common stock in stock-for-stock option exercises of $1.6 million. As of June 30, 2016, our closing stock price was $30.29, representing a trading multiple of 1.96 to our tangible book value. As adjusted for a 2.0% stock dividend distributed September 28, 2015, the Company paid a quarterly cash dividend of $0.245 per share for each of the first three quarters of 2015, and a cash dividend of $0.25 per share for the last quarter of 2015 and the first two quarters of 2016.

Loan Quality: Our net charge-offs for the second quarter of 2016 were $158 thousand as compared to $121 thousand for the comparable 2015 quarter. Our ratio of net charge-offs to average loans (annualized) was 0.04% for the second quarter of 2016 compared to 0.03% for the second quarter of 2015. Our peer group's weighted average ratio of net charge-offs to average loans was 0.08% for the period ended March 31, 2016. See page 34 for a discussion of our peer group. At June 30, 2016, our allowance for loan losses was $16.8 million representing 1.00% of total loans, down 2 basis points from the December 31, 2015 ratio. We believe this allowance is appropriate and reflects the continuing strong credit quality in the loan portfolio.

Nonperforming loans were $7.3 million at June 30, 2016, representing 0.43% of period-end loans, a decrease of 16 basis points from our year-earlier ratio. By way of comparison, the weighted average ratio for our peer group was 0.85% at March 31, 2016, considerably better (lower) than the peer group's ratios at earlier year-ends but still considerably higher than ours on such date. Our ratio has remained quite low and stable from 2008 through the date of this Report.

Loan Growth: During the first six months of 2016, we experienced increases in outstanding balances in each of the largest segments of our loan portfolio, without any significant deterioration in our credit quality.

Commercial Loans: These loans comprised 6.4% of our loan portfolio at period-end, and the balance was up significantly (by 4.0%), over the year-end 2015 balance. The business sector in our service area, including small- and mid-sized business with headquarters in the area, continued to be in reasonably good financial condition at period-end, and some lines of business appear to be experiencing modest improvement.

Commercial Real Estate Loans: Commercial property values in our region remain stable, and did not show significant deterioration even in the worst phases of the financial crisis. We update the appraisals on our nonperforming and watched CRE loan properties as deemed necessary, usually when the loan is downgraded or when we perceive significant market deterioration since our last appraisal. These loans comprised 25.0% of our loan portfolio at period-end, and the balance was up significantly (by 8.5%), over the year-end 2015 balance.

Consumer Loans: These loans comprised 30.4% of our loan portfolio at period-end, and the balance also was up significantly (by 9.5%), over the year-end level. Consumer automobile loans at June 30, 2016, were $501 million, or 98.5%, of this portfolio. In the first six months of 2016, we did not experience any significant increase in our delinquency rate or in the percentage of nonperforming loans in this segment. Employment in our service area continues to expand modestly, and unemployment rates remain low, well off their post-crisis levels.

Residential Real Estate Loans: These loans, including home equity loans, made up 38.2% of our portfolio at period-end, and the balance was up, but only slightly (by 2.9%), over the year-end 2015 balance. The residential real estate market in our service area has been stable in recent periods. During the worst of the financial crisis, we did not experience a notable increase in our foreclosure or loss rates on our residential real estate loans, nor have we in ensuing periods, primarily due to the fact that we never have originated or participated in underwriting high-risk mortgage loans. During 2015 and 2016 refinances of our own loans represented about 15% of our total originations. If long-term rates, which fell significantly during the second quarter of 2016, remain at or below their period-end levels, we may experience another round of refinancings. We originated nearly all of the residential real estate loans currently held in our portfolio and apply conservative underwriting standards to our originations.

Liquidity and Access to Credit Markets: We did not experience any liquidity problems or special concerns during 2016, nor during the prior two years. The terms of our lines of credit with our correspondent banks, the FHLBNY and the Federal Reserve Bank have not changed (see our general liquidity discussion on page 55). In general, we principally rely on asset-based liquidity (i.e., funds in overnight investments and cash flow from maturing investments and loans) with liability-based liquidity as a secondary source of funds (our main liability-based sources are overnight borrowing arrangements with our correspondent banks, an arrangement for

# 43

overnight borrowing and term credit advances from the FHLBNY, and an additional arrangement for short-term advances at the Federal Reserve Bank discount window). We regularly perform a liquidity stress test and periodically test our contingent liquidity plan to ensure that we can generate an adequate amount of available funds to meet a wide variety of potential liquidity crises, including a severe crisis.

Visa Class B Common Stock: Our banks, as former member banks of Visa, continue to bear some indirect contingent liability to various third parties who may have certain claims against Visa, including class action claims, to the extent that Visa's direct liabilities resulting from such claims ultimately may exceed the amounts held in a litigation escrow account set up by Visa several years ago to defray such liabilities, using funds which would otherwise have been owed by it to its member banks in redemption of their Class B Visa shares. In July 2012, Visa and MasterCard entered into a Memorandum of Understanding ("MOU") with a class of plaintiffs to settle certain covered antitrust claims against the two card companies involving merchant discounts. In December 2013, a federal judge gave final approval to the class settlement agreement in this litigation. The total cash settlement payment was set at approximately $6.05 billion, of which Visa’s share represented approximately $4.4 billion. Visa has paid its portion of this settlement from the litigation escrow account. However, approximately one hundred merchants have filed a challenge to the settlement based on claims of attorney misconduct causing some uncertainty with respect to the finalization of the settlement. Previously, in the second quarter 2012, in light of the state of covered litigation at Visa at the time and the substantial dollar amount in the litigation escrow fund then remaining , we determined to reverse the entire amount of an earlier VISA litigation-related accrual, which was then $294 thousand pre-tax. This reversal reduced our other operating expenses for the year ending December 31, 2012. We believed then, and continue to believe, that the balance that Visa currently maintains in its litigation escrow account is sufficient to satisfy Visa's remaining direct liability to such claims, if any, without further resort to the contingent liability of the former Visa member banks. At June 30, 2016, the Company held 27,771 shares of Visa Class B common stock and we continue not to recognize any economic value for these shares.

Sale of Loomis & LaPann, Inc.: Effective October 30, 2015, the Company sold 100% of the stock of one of its wholly-owned subsidiary insurance agencies, Loomis & LaPann, Inc. (“Loomis”), to a local insurance agency headquartered in Glens Falls, NY. Historically, Loomis had sold sports insurance as well as property and casualty insurance, but prior to the sale of the Loomis stock, the Company transferred Loomis's property and casualty business to another of the Company’s wholly-owned subsidiary insurance agencies, such that the Loomis sports insurance business was the primary business line transferred to the buyer at closing. The right to use the Loomis name was also transferred to the buyer. The Loomis sports insurance business, while we owned it, was very specialized and the vast majority of the revenue was generated from customers located outside of our service area in New York State. Three Loomis employees who were principally involved in the sports insurance business remained with Loomis as part of the sale. We will receive post-closing cash payments from 2016 to 2018.

CHANGE IN FINANCIAL CONDITION

Summary of Selected Consolidated Balance Sheet Data

(Dollars in Thousands)



	At Period-End						$ Change			$ Change			% Change		% Change
	June 30, 2016		December 31, 2015		June 30, 2015		From December			From June			From December		From June
Interest-Bearing Bank Balances	$	16,976	$	16,252	$	13,699	$	724		$	3,277		4.5	%	23.9	%
Securities Available-for-Sale	362,929		402,309		391,817		(39,380		)	(28,888		)	(9.8	)%	(7.4	)%
Securities Held-to-Maturity	343,814		320,611		324,116		23,203			19,698			7.2	%	6.1	%
Loans⁽¹⁾	1,672,490		1,573,952		1,479,670		98,538			192,820			6.3	%	13.0	%
Allowance for Loan Losses	16,798		16,038		15,574		760			1,224			4.7	%	7.9	%
Earning Assets⁽¹⁾	2,406,170		2,321,963		2,215,772		84,207			190,398			3.6	%	8.6	%
Total Assets	$	2,540,242	$	2,446,188	$	2,333,371	$	94,054		$	206,871		3.8	%	8.9	%
Demand Deposits	$	368,378	$	358,751	$	325,046	$	9,627		$	43,332		2.7	%	13.3	%
NOW Accounts	900,974		887,317		904,893		13,657			(3,919		)	1.5	%	(0.4	)%
Savings Deposits	600,513		594,538		547,706		5,975			52,807			1.0	%	9.6	%
Time Deposits of $100,000 or More	72,730		59,792		58,284		12,938			14,446			21.6	%	24.8	%
Other Time Deposits	129,790		130,025		136,555		(235		)	(6,765		)	(0.2	)%	(5.0	)%
Total Deposits	$	2,072,385	$	2,030,423	$	1,972,484	$	41,962		$	99,901		2.1	%	5.1	%
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase	$	41,497	$	23,173	$	24,273	$	18,324		$	17,224		79.1	%	71.0	%
FHLB Advances - Overnight	102,000		82,000		29,500		20,000			72,500			24.4	%	245.8	%
FHLB Advances - Term	55,000		55,000		55,000		—			—			—	%	—	%
Stockholders' Equity	225,373		213,971		206,947		11,402			18,426			5.3	%	8.9	%

(1) Includes Nonaccrual Loans

# 44

Municipal Deposits: Fluctuations in balances of our NOW accounts are largely the result of municipal deposit seasonality factors. Over the past twelve months, municipal deposits on average have ranged from 29% to 35% of our total deposits. As of June 30, 2016, municipal deposits represented 29.6% of total deposits. Municipal deposits normally are invested in NOW accounts and time deposits of short duration. Many of our municipal deposit relationships are subject to annual renewal, by formal or informal agreement.

In general, there is a seasonal pattern to municipal deposits starting with a low point during August. Account balances tend to increase throughout the fall and remain elevated during the winter months, due to tax deposits, and generally receive an additional boost at the end of March from the electronic deposit of state aid to school districts. In addition to these seasonal fluctuations within accounts, the overall level of municipal deposit balances fluctuates from year-to-year as some municipalities move their accounts in or out of our banks due to competitive factors. Often, the balances of municipal deposits at the end of a quarter are not representative of the average balances for that quarter.

The extended financial crisis had a significant negative impact on municipal tax revenues in many regions, and consequently on municipal funds available for deposit in banks such as ours. To date, this has not resulted in either a sustained decrease in municipal deposit levels at our banks, adjusted for seasonal fluctuations, or in municipal client pressure to pay higher than normal rates on such deposits (despite the continuing strong competition for municipal deposits). However, if in the future interest rates begin to rise significantly or the competition for municipal deposits otherwise becomes more intense, we may experience either or both of these adverse developments, i.e., a sustained decrease in municipal deposit levels and/or an elevation in the rates we pay on such deposits above our normal rates.

Changes in Sources of Funds: Our total deposits increased $42.0 million, or 2.1%, from December 31, 2015 to June 30, 2016. The increase was due to an increase of 1.1% in our municipal deposits during the period, but more importantly due to an increase of 6.9% in our consumer and business deposit balances. We continue to experience a general shift in balances from time deposits to savings and NOW accounts, a long-running trend matching the continuing decline in recent years in prevailing deposit rates and interest rates generally. At both June 30, 2016 and June 30, 2015, we borrowed overnight funds from the FHLB ($102 million and $29.5 million, respectively). While much of our significant loan growth was funded from an increase in deposits, we also used our borrowing capacity at the FHLB as a supplemental source of funds. At June 30, 2016, our term advances from the FHLB were $55.0 million, unchanged from both year-end 2015 and the prior year balances.

Changes in Earning Assets: Our loan portfolio at June 30, 2016, was $1.67 billion, up by $98.5 million, or 6.3%, from the December 31, 2015 level and up by $192.8 million, or 13.0%, from the June 30, 2015 level. We experienced the following trends in our four largest segments:


1.	Commercial loans. This segment of our portfolio increased by $4.1 million, or 4.0%, during the first six months of 2016, representing the impact of continued steady demand for such loans during the period.

2. Commercial real estate loans. This segment of our portfolio increased significantly, by $32.7 million, or 8.5%, during the first six months of 2016, representing the impact of continued strong loan demand offset in part by a few large payoffs during the period.


3.	Residential real estate loans. This segment increased slightly during the first six months of 2016, by $17.8 million, or 2.9%. The increase would have been greater, except for the fact that we elected to sell a substantial portion of our residential mortgage originations during the period to Freddie Mac. Demand for new mortgage loans remained strong throughout the period.


4.	Consumer loans (primarily automobile loans through indirect lending). As of June 30, 2016, these loans had increased by $44.0 million, or 9.5%, from the December 31, 2015 balance, reflecting a continuation of strong demand for new and used vehicles region-wide and an expansion of our dealer network for indirect lending.

Most of our incoming cash flows during the first six months of 2016 came from a combination of increased deposit balances (some of which were seasonal) and from overnight borrowings from the FHLB. We used these positive cash-flows principally to partially fund our loan growth during the period. Most of the cash flows from our investment securities portfolios was redeployed back into investment securities.

Deposit Trends

The following two tables provide information on trends in the balance and mix of our deposit portfolio by presenting, for each of the last five quarters, the quarterly average balances by deposit type and the percentage of total deposits represented by each deposit type. The principal change in deposit balances over the period was the steady drop-off in time deposits, including time deposits of $100,000 or more, versus the steady increase in lower and no-cost deposits, particularly demand deposits and savings deposits. If and to the extent that interest rates, and corresponding deposit rates, across all maturities, begin to increase in the future, we would expect this trend eventually to reverse itself, i.e., for higher rate time deposits to increase, proportionately, while lower rate demand and savings deposits decrease.

# 45

Quarterly Average Deposit Balances

(Dollars in Thousands)



	Quarter Ended
	6/30/2016		3/31/2016		12/31/2015		9/30/2015		6/30/2015
Demand Deposits	$	357,285	$	345,783	$	348,748	$	347,469	$	313,618
NOW Accounts	928,904		929,898		953,609		871,839		922,532
Savings Deposits	602,625		604,151		582,140		556,144		550,150
Time Deposits of $100,000 or More	63,117		60,085		60,294		59,639		59,569
Other Time Deposits	130,518		130,047		131,035		135,647		137,778
Total Deposits	$	2,082,449	$	2,069,964	$	2,075,826	$	1,970,738	$	1,983,647

Percentage of Total Quarterly Average Deposits



	Quarter Ended
	6/30/2016		3/31/2016		12/31/2015		9/30/2015		6/30/2015
Demand Deposits	17.2	%	16.7	%	16.8	%	17.6	%	15.8	%
NOW Accounts	44.6	%	44.9	%	45.9	%	44.2	%	46.5	%
Savings Deposits	28.9	%	29.3	%	28.1	%	28.3	%	27.7	%
Time Deposits of $100,000 or More	3.0	%	2.9	%	2.9	%	3.0	%	3.0	%
Other Time Deposits	6.3	%	6.3	%	6.3	%	6.9	%	6.9	%
Total Deposits	100.0	%	100.0	%	100.0	%	100.0	%	100.0	%

We typically experience little growth in average deposit balances in the first quarter of each calendar year. However, municipal balances tend to grow sharply at the very end of the first quarter primarily as a result of New York State distributing state aid to local municipalities. The seasonal nature of these municipal balances usually results in little net growth or a small contraction in the second quarter of the year (when municipal deposits normally drop off), and a return to growth late in the third and in the fourth quarters (when municipal deposits tend to increase, sometimes substantially, to and through year-end). This pattern has held true in recent periods. There was a slight increase in average deposit balances from the first quarter of 2016 to the second quarter of 2016, in both municipal and non-municipal deposits, and at June 30, 2016, period-end deposit balances were up slightly by $13.5 million, or 0.6%, over the March 31, 2016 balances]. decreased $42.7 million, or 2.0%, over the prior quarter-end balances.

Quarterly Cost of Deposits



	Quarter Ended
	6/30/2016		3/31/2016		12/31/2015		9/30/2015		6/30/2015
Demand Deposits	—	%	—	%	—	%	—	%	—	%
NOW Accounts	0.13		0.13		0.13		0.13		0.15
Savings Deposits	0.15		0.15		0.14		0.13		0.13
Time Deposits of $100,000 or More	0.62		0.58		0.59		0.59		0.59
Other Time Deposits	0.51		0.52		0.53		0.52		0.54
Total Deposits	0.15		0.15		0.15		0.15		0.16

In keeping with industry trend lines, average rates paid by us on most deposits continued their steady multi-year decline over the five quarters ending June 30, 2016, except for time deposits of $100,000 or more, on which we offered some promotional rates in the second quarter of 2016, but which also constitute a relatively small percentage of our overall deposit base, i.e., 3.0%. Over the same period, our average yield on loans also continued its steady multi-year decline (see "Quarterly Taxable Equivalent Yield on Loans," page 48). We make no representations that this downward trend in average deposit rates (and average yields on loans) will persist in upcoming periods. At some point, prevailing interest rates in the economy, as well as average deposit (and loan) rates across our portfolios, are likely to level off and ultimately to move upward, although perhaps not significantly. It was widely anticipated in late 2015, following Federal Reserve's 25 basis point hike in the federal funds rate in December of that year, that the Fed would continue to effect additional small increases in short-term rates during 2016 and subsequent years. As of mid-year 2016, as a result of Brexit and assorted economic "headwinds" encountered by most of the advanced nations, those expectations of meaningful additional monetary tightening in the U.S. have been put on hold. Moreover, to the extent that further small increases by the Fed in short-term rates may ultimately take place, in the second half of 2016 or later, there also continues to be an expectation in financial markets that any such tightening may not have an equivalent impact on medium- or long-term rates until much later, if at all. Instead the yield curve may flatten, presenting significant challenges to the financial sector. At this date, we are unable to predict when or at what pace prevailing rates, particularly long-term rates, will begin to rise meaningfully on a sustained basis.

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Non-Deposit Sources of Funds

We have several sources of funding other than deposits. Historically, we have borrowed funds from the Federal Home Loan Bank ("FHLB") under a variety of programs, including fixed and variable rate short-term borrowings and borrowings in the form of "structured advances." These structured advances typically have original maturities of 3 to 10 years with some advances being callable by the FHLB at certain dates. If the advances are called, we may elect to receive replacement advances from the FHLB at the then prevailing FHLB rates of interest. We currently do not have any structured advances in this portfolio.

Occasionally in the past (most recently in 2004), we relied on the issuance of trust preferred securities (or TRUPs) to supplement our funding needs. As a result of the Dodd-Frank Act and its removal of Tier 1 regulatory capital treatment for future-issued TRUPs, we are not likely to issue any TRUPs in the future. However, consistent with a grandfathering provision in Dodd-Frank and the new capital rules issued by bank regulators pursuant thereto, the $20 million principal amount of Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts (i.e., TRUPs) listed on our consolidated balance sheet as of June 30, 2016, will, subject to certain limits, continue to qualify as Tier 1 regulatory capital for Arrow until such TRUPs mature or are redeemed, as is further discussed under “Capital Resources” beginning on page 52 of this Report. These trust preferred securities are subject to early redemption by us if the proceeds cease to qualify as Tier 1 capital of Arrow for any reason, or if certain other unanticipated but negative events should occur, such as any adverse change in tax laws that might deny the Company the ability to deduct interest paid on these obligations for federal income tax purposes.

Loan Trends

The following two tables present, for each of the last five quarters, the quarterly average balances by loan type and the percentage of total loans represented by each loan type. Over the last five quarters, the average balances for all of these categories of our loan types have steadily and significantly increased, except for "Other Consumer Loans" (i.e., non-automobile consumer loans), which represent only a very small portion (1.6%) of the total portfolio.

Quarterly Average Loan Balances

(Dollars in Thousands)



	Quarter Ended
	6/30/2016		3/31/2016		12/31/2015		9/30/2015		6/30/2015
Commercial and Commercial Real Estate	$	519,775	$	502,392	$	495,173	$	466,370	$	453,168
Residential Real Estate	462,253		451,330		438,987		421,448		400,190
Home Equity	131,513		130,227		128,085		123,543		120,323
Consumer Loans - Automobile	509,180		484,646		467,930		465,726		457,168
Other Consumer Loans ⁽¹⁾	26,680		26,423		26,059		25,533		25,685
Total Loans	$	1,649,401	$	1,595,018	$	1,556,234	$	1,502,620	$	1,456,534

Percentage of Total Quarterly Average Loans



	Quarter Ended
	6/30/2016		3/31/2016		12/31/2015		9/30/2015		6/30/2015
Commercial and Commercial Real Estate	31.5	%	31.5	%	31.8	%	31.0	%	31.1	%
Residential Real Estate	28.0	%	28.3	%	28.2	%	28.1	%	27.5	%
Home Equity	8.0	%	8.2	%	8.2	%	8.2	%	8.3	%
Consumer Loans - Automobile	30.9	%	30.4	%	30.1	%	31.0	%	31.4	%
Other Consumer Loans⁽¹⁾	1.6	%	1.6	%	1.7	%	1.7	%	1.7	%
Total Loans	100.0	%	100.0	%	100.0	%	100.0	%	100.0	%

⁽¹⁾The category “Other Consumer Loans”, in the tables above, includes home improvement loans secured by mortgages, which are otherwise reported by us as part of our residential real estate loans in tables of period-end balances.

Maintenance of High Quality in the Loan Portfolio

For many reasons we largely avoided the deterioration of asset quality that many other banks suffered during the 2008-2009 financial crisis. Throughout the crisis and in the ensuing years, we did not experience any significant weakening in the quality of our loan portfolio or any segment thereof. In general, we have historically underwritten our residential real estate loans to secondary market standards for prime loans and have not engaged in subprime mortgage lending as a business line. Similarly, we have historically applied high underwriting standards in our commercial and commercial real estate lending operations and generally in our indirect lending program as well. We have made loans, including indirect (automobile) loans, to borrowers having FICO scores below the highest credit quality classifications, where special circumstances such as competitive considerations have led us to conclude it was appropriate to do so, with suitable protections against risk. In recent periods, we also have had extensions of credit outstanding to borrowers who have developed credit problems after origination resulting in deterioration of their FICO scores.

Residential Real Estate Loans: In recent years, residential real estate and home equity loans have represented the largest single segment of our loan portfolio (comprising 38.2% of the entire portfolio at June 30, 2016), eclipsing both our commercial and commercial real estate loans, which represented 25.0% of the portfolio on that date, and our consumer loans (primarily automobile loans), which were 30.4% of the portfolio. Our gross originations for residential real estate loans (including refinancings of pre-existing mortgage loans) were

# 47

$71.6 million and $74.1 million for the first six months of 2016 and 2015, respectively. These origination totals exceeded the sum of repayments and prepayments in the respective quarters, but in each period we also sold a portion of these originations on or immediately after origination. In the first six months of 2016, we sold $10.4 million, or 16.7%, of our originations. In the first six months of 2015, we sold a smaller amount, $7.4 million, or 12.2%, of our originations. During 2014, we introduced additional competitive products for variable rate (adjustable) residential real estate and construction loans. None of these variable rate loans has been subprime loans. We have not sold any of these variable rate loans to the secondary market.

Even though short-term rates in U.S. financial markets fell very quickly at the onset of the 2008-2009 financial crisis and have continued to decline, to historically low levels, in the ensuing years, rates on conventional real estate mortgages have occasionally fluctuated, and for short periods have flattened out, in the past two years, in response to various monetary steps undertaken by the Federal Reserve to moderate growth in the supply of money after several years in which the Fed pursued highly expansionary measures, such as its so-called "quantitative easing" programs. Nevertheless, U.S. financial markets have yet to emerge from the historically unprecedented low-rate environment in which they have basically remained in recent years, particularly across longer maturities, including at historically low rates for newly originated residential real estate loans, which have descended once again very close to all-time lows at period end. As long as this condition continues, we likely will continue to sell a portion of our loan originations and, as a result, may even experience a decrease in our outstanding balances in this segment of our portfolio. Moreover, if our local economy suffers a major downturn or prevailing long-term interest rates increase to any meaningful degree, the demand for residential real estate loans in our service area may decrease, which also may negatively impact our real estate portfolio and our financial performance.

Commercial Loans and Commercial Real Estate Loans: Over the last decade, we have experienced moderate and occasionally strong demand in these two segments of our loan portfolio. The combined loan balances have generally increased in dollar amount and have slightly increased as a percentage of the overall loan portfolio. For the first six months of 2016, combined commercial and commercial real estate loan originations continue to be strong, with an annualized growth rate of 15%.

Substantially all commercial and commercial real estate loans in our portfolio were extended to businesses or borrowers located in our regional market. Many of the loans in the commercial portfolio have variable rates tied to prime, FHLBNY rates or U.S. Treasury indices. We have not experienced any significant weakening in the quality of our commercial loan portfolio in recent years.

It is entirely possible, for many of the reasons discussed in the preceding section on Residential Real Estate Loans, that we may experience a reduction in the demand for commercial and commercial real estate loans loans and/or a weakening in the quality of this segment of the portfolio in upcoming periods. Any significant increase in prevailing interest rates, particularly in medium-or long maturities, may have a negative impact on our origination of such loans, although as mentioned in preceding sections of this Report, we do not currently anticipate any such increases in the near future. Generally, the business sector, at least in our service area, appeared to be in reasonably good financial condition at period-end.

Consumer Loans (primarily automobile loans through indirect lending): At June 30, 2016, our automobile loans (primarily loans originated through dealerships located in upstate New York and Vermont) represented the third largest category of loans in our portfolio, and continued to be a significant component of our business comprising almost a third of our loan portfolio.

Our new automobile loan volume for the first six months of 2016 was strong, at $149.0 million, well above the $117.2 million originated in first six months of 2015. As a result, our consumer loan portfolio also grew in the first six months of 2016, by $44.0 million, or 9.5%, from our December 31, 2015 balance.

For credit quality purposes, we assign our potential automobile loan customers into one of four tiers, ranging from lower to higher quality in terms of anticipated credit risk. In recent periods a slightly higher ratio of our automobile loan originations have involved customers in the lower two tiers, i.e., somewhat higher credit risk. However, in the first six months of 2016, we experienced no significant increase in our net charge-offs on automobile loans, and our delinquency totals in this segment of our portfolio actually decreased during the first quarter of 2016 compared to both of the immediately preceding quarters and the comparable prior year quarter. Our lending staff not only utilizes credit evaluation software tools but also reviews and evaluates each loan individually. We believe our disciplined approach to evaluating risk has contributed to maintaining our strong loan quality in this segment of our portfolio. If weakness in auto demand returns, however, our portfolio is likely to experience limited, if any, overall growth, either in real terms or as a percentage of the total portfolio, regardless of whether the auto company lending affiliates continue to offer highly-subsidized loans. Of course, if the economy in our indirect loan service area should weaken significantly in upcoming periods, we would expect some negative impact on the quality of this segment of our portfolio as well as other segments.

The following table indicates the annualized tax-equivalent yield of each loan category for the past five quarters.

Quarterly Taxable Equivalent Yield on Loans



	Quarter Ended
	6/30/2016		3/31/2016		12/31/2015		9/30/2015		6/30/2015
Commercial and Commercial Real Estate	4.44	%	4.32	%	4.37	%	4.33	%	4.41	%
Residential Real Estate	4.22	%	4.22	%	4.21	%	4.23	%	4.31	%
Home Equity	3.08	%	3.05	%	2.92	%	2.94	%	2.96	%
Automobile	3.08	%	3.07	%	3.08	%	3.09	%	3.09	%
Other Consumer Loans	5.10	%	5.08	%	5.16	%	5.35	%	5.23	%
Total Loans	3.86	%	3.82	%	3.83	%	3.82	%	3.87	%

The average yield in our total loan portfolio during the second quarter of 2016 declined by 1 basis point, or 0.3%, from the average yield during the second quarter of 2015, although it increased by 4 basis points (or 1.0%) over the average yield in the total portfolio during the immediately preceding quarter. It is too early to conclude that the increase in average yield between the first and second quarters of

# 48

2016 represents a turning point in the long-term trend of declining yields in the portfolio. This one quarter variance may not be sustainable if prevailing rates for medium to long maturities, which decreased at the end of the second quarter, should remain at their current historic lows, or if the yield curve should flatten once again, which appears to have begun in recent months. Moreover, even though the average cost of our deposits has remained essentially unchanged in recent periods, as downward repricing opportunities on retail deposits have become much more limited in the face of an assumed zero-rate floor on such deposits, we also did not experience any notable uptick in average deposit rates in the completed quarter, and any resulting upward pressure on loan rates still appears to be minimal.

Of course, to the extent that the long-term declining rate environment may at some point bottom out and rates may begin to move upward, across all maturities, we would expect to see matching increases in the average yield on our loan portfolio, likely accompanied by corresponding increases in our cost of deposits and other funds.

Regardless of the future direction or magnitude of changes in prevailing interest rates, the yield (tax-equivalent interest income divided by average loans) on our loan portfolio will ultimately be impacted by such changes. However, the timing and degree of responsiveness, in loans generally and as between various categories of loans, will be influenced by a variety of other factors, including the extent of federal government participation in the home mortgage market, the makeup of our loan portfolio, the shape of the yield curve, consumer expectations and preferences, and the rate at which the portfolio expands. Additionally, there is a significant amount of cash flow from normal amortization and prepayments in all loan categories, and much of this cash flow reprices at current rates for credit, as new loans are generated at current yields. Thus, even if prevailing rates for newly-originated or variable rate loans may stabilize in upcoming periods, our average rate on our portfolio may continue to slowly decline for some period of time, as older credits in our portfolio bearing generally higher rates continue to mature and either roll over or are redeployed into lower priced loans.

Investment Portfolio Trends

The following table presents the changes in the period-end balances for the securities available-for-sale and the securities held-to-maturity investment portfolios from December 31, 2015 to June 30, 2016 (in thousands). The principal changes in our securities available-for-sale portfolio over the period were monthly principal paydowns of Mortgage-Backed Securities-Residential and, to a lesser degree, maturities of State and Municipal Obligations and Corporate and Other Debt Securities. The principal change in our held-to-maturity portfolio over the period was the purchase of State and Municipal Obligations in amounts exceeding the maturities of such securities, offset in part by monthly principal pay-downs of Mortgage-Backed Securities-Residential. The net reduction in the two portfolios on a combined basis reflected our determination in recent periods to emphasize loan growth, at the cost of investment portfolio growth, so as to maximize earning asset yields.



	Fair Value at Period-End							Net Unrealized Gains (Losses) For Period Ended
	6/30/2016		12/31/2015		Change			6/30/2016			12/31/2015			Change
Securities Available-for-Sale:
U.S. Agency Securities	$	157,990	$	155,782	$	2,208		$	2,131		$	(150	)	$	2,281
State and Municipal Obligations	36,425		52,408		(15,983		)	169			102			67
Mortgage-Backed Securities-Residential	161,728		178,588		(16,860		)	3,802			1,212			2,590
Corporate and Other Debt Securities	5,555		14,299		(8,744		)	(194		)	(245		)	51
Mutual Funds and Equity Securities	1,231		1,232		(1		)	111			112			(1		)
Total	$	362,929	$	402,309	$	(39,380	)	$	6,019		$	1,031		$	4,988

Securities Held-to-Maturity:
State and Municipal Obligations	$	265,983	$	230,621	$	35,362		$	8,001		$	4,568		$	3,433
Mortgage-Backed Securities-Residential	87,795		94,309		(6,514		)	2,963			751			2,212
Corporate and Other Debt Securities	1,000		1,000		—			—			—			—
Total	$	354,778	$	325,930	$	28,848		$	10,964		$	5,319		$	5,645

At June 30, 2016, we held no investment securities in either of our securities portfolios that consisted of or included, directly or indirectly, obligations of foreign governments or governmental agencies or foreign issuers of any sort.

As of both period-ends presented in the above table, all listed mortgage-backed securities were guaranteed by U.S. Government Agency or government sponsored enterprises (GSEs), such as Fannie Mae or Freddie Mac. Mortgage-backed securities provide to the investor monthly portions of principal and interest payments pursuant to the contractual obligations of the underlying mortgages. In the case of most CMOs, the principal and interest payments on the pooled mortgages are separated into two or more components (tranches), with each tranche having a separate estimated life, risk profile and yield. Our practice has been to purchase only those CMOs that are guaranteed by GSEs or other federal agencies and only those CMO tranches with shorter maturities and no more than moderate extension risk. Included in corporate and other debt securities are trust preferred securities issued by other financial institutions prior to May 19, 2010, the grandfathering date for TRUPs in Dodd Frank, that were highly rated at the time of purchase.

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Other-Than-Temporary Impairment

Each quarter we evaluate all investment securities with a fair value less than amortized cost, both in the available-for-sale portfolio and the held-to-maturity portfolio, to determine if there exists other-than-temporary impairment for any such security as defined under generally accepted accounting principles. There were no other-than-temporary impairment losses in the first six months of 2016.

Increase in Net Unrealized Securities Gains (Losses): Nearly all of the change in our net unrealized gains or losses during recent periods has been attributable to changes in the prevailing rates during the periods in question, that is, there has been little or no change in the credit-worthiness of the issuers.

Investment Sales, Purchases and Maturities

(In Thousands)



	Three Months Ended				Six Months Ended
Sales	6/30/2016		6/30/2015		6/30/2016		6/30/2015
Available-For-Sale Portfolio:
Mortgage-Backed Securities-Residential	$	—	$	—	$	—	$	2,690
U.S. Agency Securities	4,793		18,618		4,793		18,618
Corporate Bonds and Other	5,631		—		5,631		12
Total	10,424		18,618		10,424		21,320
Net Gains on Securities Transactions	144		16		144		106
Proceeds on the Sales of Securities	$	10,568	$	18,634	$	10,568	$	21,426

Held-to-Maturity Portfolio:
State and Municipal Obligations	$	—	$	—	$	—	$	—
Net Gains on Securities Transactions	—		—		—		—
Proceeds on the Sales of Securities	$	—	$	—	$	—	$	—

Investment yields in the debt markets have experienced some volatility thus far in 2016. We regularly review our interest rate risk position along with our security holdings to evaluate if market opportunities arise where we can reposition certain securities available-for-sale to enhance portfolio performance. Such was the case for the securities sales in the table, above.

The following table summarizes purchases of investment securities within the available-for-sale and held-to-maturity portfolios for the six-month periods periods ended June 30, 2016 and 2015, as well as proceeds from the maturity and calls of investment securities within each portfolio for the respective periods presented:



	Three Months Ended				Six Months Ended
Purchases:	6/30/2016		6/30/2015		6/30/2016		6/30/2015
Available-for-Sale Portfolio
U.S. Agency Securities	$	—	$	32,356	$	—	$	50,309
State and Municipal Obligations	10,920		—		10,920		—
Mortgage-Backed Securities-Residential	—		20,460		—		54,167
Other	—		—		—		12
Total Purchases	$	10,920	$	52,816	$	10,920	$	104,488

Maturities & Calls	$	26,277	$	32,967	$	43,780	$	55,976



	Three Months Ended				Six Months Ended
Purchases:	6/30/2016		6/30/2015		6/30/2016		6/30/2015
Held-to-Maturity Portfolio
State and Municipal Obligations	$	50,702	$	—	$	57,572	$	—
Mortgage-Backed Securities-Residential	—		38,984		—		52,815
Total Purchases	$	50,702	$	38,984	$	57,572	$	52,815

Maturities & Calls	$	24,596	$	22,904	$	33,809	$	30,084

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Asset Quality

The following table presents information related to our allowance and provision for loan losses for the past five quarters.

Summary of the Allowance and Provision for Loan Losses

(Dollars in Thousands, Loans Stated Net of Unearned Income)



	6/30/2016			3/31/2016			12/31/2015			9/30/2015			6/30/2015
Loan Balances:
Period-End Loans	$	1,672,490		$	1,622,728		$	1,573,952		$	1,536,925		$	1,479,670
Average Loans, Year-to-Date	1,622,210			1,595,018			1,484,766			1,460,681			1,439,365
Average Loans, Quarter-to-Date	1,649,401			1,595,018			1,556,234			1,502,620			1,456,534
Period-End Assets	2,540,242			2,478,871			2,446,188			2,419,551			2,333,371

Allowance for Loan Losses, Year-to-Date:
Allowance for Loan Losses, Beginning of Period	$	16,038		$	16,038		$	15,570		$	15,570		$	15,570
Provision for Loan Losses, YTD	1,070			401			1,347			882			345
Loans Charged-off, YTD	417			217			1,106			835			455
Recoveries of Loans Previously Charged-off	107			65			227			157			114
Net Charge-offs, YTD	310			152			879			678			341
Allowance for Loan Losses, End of Period	$	16,798		$	16,287		$	16,038		$	15,774		$	15,574

Allowance for Loan Losses, Quarter-to-Date:
Allowance for Loan Losses, Beginning of Period	$	16,287		$	16,038		$	15,774		$	15,574		$	15,625
Provision for Loan Losses, QTD	669			401			465			537			70
Loans Charged-off, QTD	201			217			271			380			165
Recoveries of Loans Previously Charged-off	43			65			70			43			44
Net Charge-offs, QTD	158			152			201			337			121
Allowance for Loan Losses, End of Period	$	16,798		$	16,287		$	16,038		$	15,774		$	15,574

Nonperforming Assets, at Period-End:
Nonaccrual Loans	$	6,705		$	7,445		$	6,433		$	7,791		$	6,931
Restructured	456			552			286			963			1,570
Loans Past Due 90 or More Days and Still Accruing Interest	111			118			187			307			283
Total Nonperforming Loans	7,272			8,115			6,906			9,061			8,784
Repossessed Assets	47			165			140			61			75
Other Real Estate Owned	885			1,846			1,878			841			234
Total Nonperforming Assets	$	8,204		$	10,126		$	8,924		$	9,963		$	9,093

Asset Quality Ratios:
Allowance to Nonperforming Loans	231.00		%	200.70		%	232.23		%	174.09		%	177.30		%
Allowance to Period-End Loans	1.00		%	1.00		%	1.02		%	1.03		%	1.05		%
Provision to Average Loans (Quarter) ⁽¹⁾	0.16		%	0.10		%	0.12		%	0.14		%	0.02		%
Provision to Average Loans (YTD) ⁽¹⁾	0.13		%	0.10		%	0.09		%	0.08		%	0.05		%
Net Charge-offs to Average Loans (Quarter) ⁽¹⁾	0.04		%	0.04		%	0.05		%	0.09		%	0.03		%
Net Charge-offs to Average Loans (YTD) ⁽¹⁾	0.04		%	0.04		%	0.06		%	0.06		%	0.05		%
Nonperforming Loans to Total Loans	0.43		%	0.50		%	0.44		%	0.59		%	0.59		%
Nonperforming Assets to Total Assets	0.32		%	0.41		%	0.36		%	0.41		%	0.39		%
⁽¹⁾ Annualized

Provision for Loan Losses

Through the provision for loan losses, an allowance is maintained that reflects our best estimate of probable incurred loan losses related to specifically identified impaired loans as well as the inherent risk of loss related to the remaining portfolio. Loan charge-offs are recorded to this allowance when loans are deemed uncollectible, in whole or in part.

In the second quarter of 2016, we made a $669 thousand provision for loan losses, compared to a provision of $70 thousand for the second quarter of 2015 and a provision of $401 thousand for the most recent prior quarter. A variety of factors and events during the most recent quarter dictated the amount of the provision for the quarter, including an increase in the level of adversely rated commercial real estate loans, an increase in the level of total loans outstanding, the level of net charge-offs during the quarter and an increase in the factor for economic conditions (influenced to a large extent by the uncertainty created by "Brexit"). These factors dictating an increase in the provision were offset, in part, by the change in two qualitative factors: one relating to the volume and severity of past due, nonaccrual and problem loans and the other relating to the volume of commercial loans and also by a continued decline

# 51

in the unallocated portion of the reserve. See Note 3 to our unaudited interim consolidated financial statements for a discussion on how we classify our credit quality indicators as well as the balance in each category.

The ratio of the allowance for loan losses to total loans was 1.00% at June 30, 2016, a decrease of 2 basis points from the 1.02% ratio at December 31, 2015 and a decrease of 5 basis points from the 1.05% ratio at June 30, 2015.

We consider our accounting policy relating to the allowance for loan losses to be a critical accounting policy, given the uncertainty involved in evaluating the level of the allowance required to cover credit losses inherent in the loan portfolio, and the material effect that such judgments may have on our results of operations. Our process for determining the provision for loan losses is described in Note 3 to our unaudited interim consolidated financial statements.

Risk Elements

Our nonperforming assets at June 30, 2016 amounted to $8.2 million, a decrease of $0.7 million, or 8.1%, from the December 31, 2015 total and a decrease of $0.9 million, or 9.8%, from the year earlier total. The decrease was primarily attributable to one commercial loan which was fully paid-off during the quarter. Our recent ratios of nonperforming assets to total assets have remained significantly below the average ratios for our peer group. (See page 34 for a discussion of our peer group.) At March 31, 2016, our ratio of loans past due 90 or more days plus nonaccrual loans plus other real estate owned to total assets was 0.40%, well below the 0.83% ratio of our peer group at such date (the latest date for which peer group information is available). At June 30, 2016 our ratio had actually fallen to 0.32%.

The following table presents the balance of other non-current loans at period-end as to which interest income was being accrued (i.e. loans 30 to 89 days past due, as defined in bank regulatory guidelines). These non-current loans are not included in our nonperforming assets but entail heightened risk.



Loans Past Due 30-89 Days and Accruing Interest ($ in 000's)
	6/30/2016		12/31/2015		6/30/2015
Commercial Loans	87		100		126
Commercial Real Estate Loans	167		—		—
Residential Real Estate Loans	1,649		1,763		1,138
Other Consumer Loans	4,715		6,188		4,396
Total Delinquent Loans	$	6,618	$	8,051	$	5,660

At June 30, 2016, our loans in this category totaled $6.6 million, a decrease of $1.4 million, or 17.8%, from the $8.1 million of such loans at December 31, 2015. The June 30, 2016 total of non-current loans equaled 0.40% of loans then outstanding, whereas the year-end 2015 total equaled 0.52% of loans then outstanding. The decrease from December 31, 2015 is primarily attributable to a substantial decrease in delinquent automobile loans, which were at a seasonally elevated level at year-end 2015 but declined (improved) substantially during the first quarter of 2016, to a more normal level, and continued to decline throughout the second quarter.

The number and dollar amount of our performing loans that demonstrate characteristics of potential weakness from time-to-time (potential problem loans) typically is a very small percentage of our portfolio. See the table of Credit Quality Indicators in Note 3 to our unaudited interim consolidated financial statements. We consider all performing commercial and commercial real estate loans classified as substandard or lower (as reported in Note 3) to be potential problem loans. The dollar amount of such loans at June 30, 2016 was $35.1 million, up from the dollar amount of such loans at December 31, 2015, when the amount was $24.6 million, due primarily to the downgrade of three commercial borrowers. Although the risk rating on these loans has increased, at this time we expect to collect all payments of contractual interest and principal in full on these classified loans. These loans will continued to be closely monitored.

The economy in our market area has been relatively strong in recent years, compared to the immediate post-crisis years, but any general weakening of the U.S. economy in upcoming periods would likely have an adverse effect on the economy in our market area as well, and ultimately on our loan portfolio, particularly our commercial and commercial real estate portfolio.

As of June 30, 2016, we held for sale three residential real estate properties and one commercial property in other real estate owned. We do not expect to acquire a significant number of other real estate properties in the near term as a result of payment defaults or the foreclosure process.

We do not currently anticipate significant increases in our nonperforming assets, other non-current loans as to which interest income is still being accrued or potential problem loans, but can give no assurances in this regard.

CAPITAL RESOURCES

Please see our discussion in our Form 10-K for December 31, 2015, under the heading "Regulatory Capital Standards" beginning on page 7, on the impact of the Dodd-Frank Act on regulatory capital standards for U.S. insured depository financial institutions. In essence, Dodd-Frank required the federal bank regulators to impose enhanced bank regulatory capital standards on banks and their bank holding companies, and in July 2013 the bank regulators adopted such enhanced standards, which first became effective for our holding company and our banks on January 1, 2015.

Under the new rules, outstanding TRUPs that were issued by small- to medium-sized financial institutions such as Arrow before May 19, 2010, the grandfathering date for TRUPs under Dodd-Frank, will continue to qualify as tier 1 capital, as before Dodd-Frank, up to a limit of 25% of total tier 1 capital (including, together with such TRUPs, any other grandfathered tier 1 capital components), until the TRUPs mature or are redeemed.

On January 1, 2015, we took the one-time election offered to community banking organization such as ours to exclude accumulated other comprehensive income (AOCI) from capital in the calculation of our regulatory capital ratios.

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Regulatory capital, although a financial measure that is not provided for or governed by GAAP, nevertheless has been exempted by the SEC from the definition of "non-GAAP financial measures" in the SEC's Regulation G governing disclosure by registered companies of non-GAAP financial measures. Thus, certain information which is generally required to be presented in connection with our disclosure of non-GAAP financial measures need not be provided, and has not been provided, for the regulatory capital measures discussed below.

Risk-Based and Leverage Capital Standards: Under the current rules, our holding company and our subsidiary banks are currently subject to both risk-based capital guidelines and a leverage capital ratio test. Risk-Based Capital Ratios. The new risk-based guidelines (in effect, for us, since January 1, 2015) assign risk weightings to all assets and certain off-balance sheet items of financial institutions, which generally results in a substantial discounting of low-risk or risk-free assets from their GAAP book values on the balance sheet; that is, a significant dollar amount of such assets "disappears" from the balance sheet in the risk-weighting process.

The risk-based guidelines establish three minimum ratios of regulatory capital to total risk-weighted assets, each of which defines regulatory "capital" to include a different set of capital elements.

(i) CET1 Capital. The first, most basic measure of regulatory capital for purposes of the new risk-based capital guidelines is "Common Equity Tier 1 Capital," or CET1, which includes only common equity items, such as common stock, related surplus and retained earnings. The current minimum ratio of Common Equity Tier 1 Capital to risk-adjusted assets equals (A) 4.50%, plus (B) the currently required portion of the new capital buffer (discussed below), which portion during 2016 is .6125%, for a total current minimum CET1 ratio of 5.1125%.

(ii) Tier 1 Risk-Based Capital. The second, somewhat less stringent measure of regulatory capital for purposes of the risk-based capital guidelines is "Tier 1 Risk-Based Capital," which consists of Common Equity Tier 1 Capital, plus a limited amount of eligible permanent preferred stock and (for small- to medium-sized holding companies) a limited amount of grandfathered trust preferred securities (see the discussion below on Trust Preferred Securities under the heading "Capital Components; Stock Repurchases; Dividends"), minus intangible assets, net of associated deferred tax liabilities, and subject to certain other deductions. The current minimum ratio of Tier 1 Risk-Based Capital to risk-adjusted assets equals (A) 6.00%, plus (B) the currently required portion of the new capital buffer (.6125%), for a total current minimum Tier 1 Risk-Based Capital ratio of 6.6125%.

(iii) Total Risk-Based Capital. The third and most expansive measure of regulatory capital for purposes of the risk-based capital guidelines is "Total Risk-Based Capital," which consists of Tier 1 Capital plus Tier 2 Capital, the latter comprising a limited amount of eligible subordinated debt, other eligible preferred stock, certain other qualifying capital instruments, and a limited amount of the allowance for loan losses, subject to deductions. The current minimum ratio of Total Risk-Based Capital to risk-adjusted assets equals (A) 8.00%, plus (B) the currently required portion of the new capital buffer (.6125%), for a total minimum current Total Risk-Based Capital ratio of 8.6125%.

New Capital Buffer. The new capital buffer required under the enhanced regulatory capital rules is an additional layer of required regulatory capital for all banks and bank holding companies (the so-called "Capital Conservation Buffer), which must consist in its entirety of Common Equity Tier 1 Capital. This new buffer, when fully phased in in 2019, will add 2.50% to each of the three minimum risk-based capital ratios discussed above. As of January 1, 2016, this buffer was one-fourth phased-in (i.e., 0.6125%), with the three remaining increments of 0.6125% each to be phased in on January 1 of each of the upcoming three years.

Leverage Ratio. The other regulatory capital standard under the current rules is the leverage ratio. The leverage ratio is the ratio of Tier 1 capital (as defined under the leverage test) to total consolidated assets, without any risk weighting (i.e, discounting) of assets, subject to deductions. The minimum leverage ratio under the current rules for banks and bank holding companies is 4.00%. Rapidly expanding companies may be required by bank regulators to meet substantially higher minimum leverage ratios.

Regulatory Capital Classification Schemes for Financial Institutions. Federal banking law mandates that certain actions must be taken by banking regulators ("prompt corrective action") for financial institutions that are deemed undercapitalized as measured under any of these regulatory capital guidelines. Federal banking law establishes five categories of capitalization for financial institutions ranging from "well-capitalized” (the highest ranking) to "critically undercapitalized" (the lowest ranking), with any of the lowest three rankings denoting an "undercapitalized" institution. Essentially, federal banking law ties the ability of banking organizations to engage in certain types of non-banking financial activities and to utilize certain procedures to such organizations' continuing to qualify for one of the two highest-ranking of the five capitalization categories, i.e., as "well-capitalized" or "adequately capitalized."

# 53

Our Current Capital Ratios: The table below sets forth the regulatory capital ratios of our holding company and our two subsidiary banks, Glens Falls National and Saratoga National, under the current capital rules, as of June 30, 2016:



	Common		Tier 1		Total
	Equity		Risk-Based		Risk-Based		Tier 1
	Tier 1 Capital		Capital		Capital		Leverage
	Ratio		Ratio		Ratio		Ratio
Arrow Financial Corporation	12.74	%	13.95	%	14.96	%	9.37	%
Glens Falls National Bank & Trust Co.	13.62	%	13.62	%	14.65	%	8.92	%
Saratoga National Bank & Trust Co.	12.24	%	12.24	%	13.20	%	9.14	%

Current Regulatory Minimum (2016)	5.125	%	6.625	%	8.625	%	4.000	%
FDICIA's "Well-Capitalized" Standard (2016)	6.500	%	8.000	%	10.000	%	5.000	%
Final Regulatory Minimum (2019)	7.0%⁽¹⁾		8.5%(1)		10.5%(1)		4.00%⁽¹⁾
⁽¹⁾ Including the fully phased-in 2.50 % capital conservation buffer

At June 30, 2016, our holding company and both banks exceeded the minimum capital ratios established under the current capital rules and each also qualified as "well-capitalized", the highest category, in the new capital classification scheme established by federal bank regulatory agencies under the "prompt corrective action" standards, as described above.

Capital Components; Stock Repurchases; Dividends

Stockholders' Equity: Stockholders' equity was $225.4 million at June 30, 2016, an increase of $11.4 million, or 5.3%, from December 31, 2015. The most significant factors contributing to this increase were net income for the period of $13.2 million and increases in book equity from our various stock-based compensation and dividend reinvestment plans of $1.7 million. These equity enhancing developments during the quarter were offset, in part, by cash dividends of $6.5 million and purchases of our own common stock of $1.6 million. See the Consolidated Statement of Changes in Stockholders' Equity on page 6 of this report for all of the changes in stockholders' equity between December 31, 2015 and June 30, 2016.

Trust Preferred Securities: In each of 2003 and 2004, we issued $10 million of trust preferred securities (TRUPs) in a private placement. Under the Federal Reserve Board's historical approach to regulatory capital, as in effect prior to the Dodd-Frank Act of 2010, TRUPs typically qualified as Tier 1 capital for all bank holding companies, of any size, but only in amounts of up to 25% of the institution's Tier 1 capital, net of goodwill less any associated deferred tax liability. After the Dodd-Frank Act, this treatment of TRUPs as eligible for Tier 1 regulatory capital continues to apply, for small- and medium-sized banking organizations like ours, only with respect to TRUPs issued by such organizations before May 19, 2010, Dodd-Frank's grandfathering date for TRUPs. Thus, our outstanding TRUPs were grandfathered under Dodd-Frank, and will continue to qualify as Tier 1 capital until their maturity or redemption (the two tranches of TRUPs mature in 2028 and 2029, respectively). However, no additional TRUPs that we might issue in the future would qualify as regulatory capital.

Stock Repurchase Program: At its regular meeting in October 2015, the Board of Directors approved a new 12-month stock repurchase program (the "2016 program") authorizing the repurchase, at the discretion of senior management, during calendar year 2016 of up to $5 million of Arrow's common stock in open market or privately negotiated transactions. This program replaces a similar $5 million stock repurchase program which had been approved by the Board in October 2014 for calendar year 2015 (the "2015 program"). Under the 2016 program, management is authorized to effect stock repurchases from time-to-time, to the extent that it believes the Company's stock is reasonably priced and such repurchases are an appropriate use of available capital and in the best interests of stockholders. Repurchases under the 2016 program during the six-month period ended June 30, 2016 amounted to $494 thousand. Stock "repurchases" resulting from stock-for-stock exercises of compensatory stock options by Company employees or insiders and purchases of Company stock on behalf of participants in the Company's Dividend Reinvestment and Stock Purchase Plan do not count as stock purchases under the Company's annual stock repurchase programs. For more information on repurchases, see the table under Item 2 of Section II of this Report, entitled "Issuer Purchase of Equity Securities."

# 54

Dividends: Our common stock is traded on NasdaqGS^® under the symbol AROW. The high and low stock prices for the past six quarters listed below represent actual sales transactions, as reported by NASDAQ. On July 27, 2016, our Board of Directors declared a 2016 third quarter cash dividend of $0.25 payable on September 15, 2016. Per share amounts in the following table have been restated for our September 2015 2.0% stock dividend.



					Cash
	Market Price				Dividends
	Low		High		Declared
2015
First Quarter	$	25.05	$	26.99	$	0.245
Second Quarter	$	24.78	$	27.45	0.245
Third Quarter	$	26.06	$	28.00	0.245
Fourth Quarter	$	25.82	$	29.24	0.250
2016
First Quarter	$	24.54	$	27.54	$	0.250
Second Quarter	$	25.91	$	30.40	$	0.250
Third Quarter (dividend payable September 15, 2016)					$	0.250



	Quarter Ended June 30,
	2016			2015
Cash Dividends Per Share	0.25			0.245
Diluted Earnings Per Share	0.51			0.49
Dividend Payout Ratio	49.02		%	50.00		%
Total Equity (in thousands)	225,373			$	206,947
Shares Issued and Outstanding (in thousands)	12,998			12,875
Book Value Per Share	$	17.34		$	16.07
Intangible Assets (in thousands)	24,758			25,372
Tangible Book Value Per Share	$	15.43		$	14.10

LIQUIDITY

The objective of effective liquidity management is to ensure that we have the ability to raise cash when we need it at a reasonable cost. We must be capable of meeting expected and unexpected obligations to our customers at any time. Given the uncertain nature of customer demand as well as the need to maximize earnings, we must have available reasonably priced sources of funds, both on- and off-balance sheet, that can be accessed quickly in time of need.

Our primary sources of available liquidity are overnight borrowing of federal funds (i.e., investments in federal funds sold), available interest bearing balances at the Federal Reserve Bank, and cash flow from maturing investment securities and loans. In addition, certain investment securities acquired by us are selected at purchase as available-for-sale based on their marketability and collateral value, as well as their yield and maturity. Our securities available-for-sale portfolio was $362.9 million at June 30, 2016, a decrease of $39.4 million, or 9.8%, from the year-end 2015 level. Due to the potential for volatility in market values, we are not always able to assume that securities may be sold on short notice at their carrying value, even to provide needed liquidity.

In addition to liquidity from short-term investments, short-term balances at the Federal Reserve Bank, and maturing or marketable investment securities and loans, we have supplemented available operating liquidity with additional off-balance sheet sources such as federal funds lines of credit with correspondent banks and credit lines with the Federal Home Loan Bank of New York ("FHLBNY"). Our federal funds lines of credit are with two correspondent banks totaling $35 million, but we did not draw on these lines during 2015 or the first six months of 2016.

To support our borrowing capacity with the FHLBNY, we have pledged certain assets of our bank subsidiaries as available collateral, including mortgage-backed securities, residential mortgage loans and home equity loans. Our unused borrowing capacity at the FHLBNY was approximately $228.2 million at June 30, 2016, with approximately $197.0 million in encumbered collateral then outstanding. In addition, we have identified brokered deposits as an appropriate off-balance sheet source of funding accessible in a relatively short time period. Also, our two bank subsidiaries have each established a borrowing facility with the Federal Reserve Bank of New York, pledging certain consumer loans as collateral for potential "discount window" advances, which we maintain for contingency liquidity purposes. At June 30, 2016, the amount available under this facility was approximately $348.8 million, with no advances then outstanding.

We measure and monitor our basic liquidity as a ratio of liquid assets to total assets, as well as to total short-term liabilities, in each case both with and without the inclusion of certain borrowing arrangements. Based on the level of overnight funds investments, available liquidity from our investment securities portfolio, cash flows from our loan portfolio, our stable core deposit base and our significant borrowing capacity, we believe that our liquidity is sufficient to meet all funding needs that may arise in connection with any reasonably likely events or occurrences. At June 30, 2016, our basic liquidity ratio, including our FHLB collateralized borrowing capacity, was 10.7% of total assets, which was $169 million in excess of our internally-set minimum target ratio of 4% of total assets.

# 55

RESULTS OF OPERATIONS

Three Months Ended June 30, 2016 Compared With

Three Months Ended June 30, 2015

Summary of Earnings Performance

(Dollars in Thousands, Except Per Share Amounts)



	Quarter Ended
	6/30/2016			6/30/2015			Change			% Change
Net Income	$	6,647		$	6,305		$	342		5.4	%
Diluted Earnings Per Share	0.51			0.49			0.02			4.1
Return on Average Assets	1.07		%	1.09		%	(0.02		)%	(1.8	)
Return on Average Equity	11.98		%	12.23		%	(0.25		)%	(2.0	)

We reported net income of $6.6 million and diluted earnings per share (EPS) of $.51 for the second quarter of 2016, compared to net income of $6.3 million and diluted EPS of $.49 for the second quarter of 2015.

We experienced net gains of $88 thousand, net of tax, on the sale of securities in the second quarter of 2016, compared to net gains of $10 thousand on securities sales in the second quarter of 2015.

The following narrative discusses the quarter-to-quarter changes in net interest income, noninterest income, noninterest expense and income taxes.

Net Interest Income

Summary of Net Interest Income

(Taxable Equivalent Basis, Dollars in Thousands)



	Quarter Ended
	6/30/2016			6/30/2015			Change			% Change
Interest and Dividend Income	$	20,343		$	18,501		$	1,842		10.0	%
Interest Expense	1,284			1,243			41			3.3	%
Net Interest Income	19,059			17,258			1,801			10.4	%
Tax-Equivalent Adjustment	1,106			1,094			12			1.1	%
Average Earning Assets ⁽¹⁾	2,373,122			2,195,166			177,956			8.1	%
Average Interest-Bearing Liabilities	1,891,017			1,770,023			120,994			6.8	%

Yield on Earning Assets ⁽¹⁾	3.45		%	3.38		%	0.07		%	2.1	%
Cost of Interest-Bearing Liabilities	0.27			0.28			(0.01		)%	(3.6	)%
Net Interest Spread	3.18			3.10			0.08		%	2.6	%
Net Interest Margin	3.23			3.15			0.08		%	2.5	%

⁽¹⁾ Includes Nonaccrual Loans

Between the second quarter of 2015 and the second quarter of 2016, our net interest margin (which we define as our net interest income on a tax-equivalent basis divided by average earning assets, annualized) increased by 8 basis points, from 3.15% to 3.23%, representing a 2.5% increase in our margin. Our net interest margin, as well as our tax-equivalent net income, from which the margin is derived, are non-GAAP financial measures. (See the discussion under “Use of Non-GAAP Financial Measures,” on page 35, and the tabular information and notes on pages 37 through 40, regarding our reasons for using these non-GAAP measures and the reconciliation thereof to comparable GAAP measures.) The increase in our interest margin between the periods was due, in large part, to the recognition of a substantial amount of interest income on a large non-accrual commercial loan that was fully paid off in the second quarter of 2016. The increase in our margin was also impacted to a degree by the Fed's 25 basis point increase in short-term rates in December of 2015, which, in turn, resulted in an increase in yields on our overnight funds (held in interest-bearing balances at the Federal Reserve Bank of New York), as well as an increase in yields on short-term maturities in our investment securities portfolios, offset in part by an increase in the cost of funds for our overnight advances (from FHLBNY). Otherwise, the yields on our loan portfolio and the cost of funds for our other interest-bearing deposits and liabilities remained virtually unchanged from the second quarter of 2015. Net interest income for the just completed quarter, on a taxable equivalent basis, increased by $1.8 million , or 10.4%, from the second quarter of 2015, as the increase in our net interest margin between the periods was enhanced by the positive impact of a 8.1% increase in the level of our average earning assets. The impact of recent interest rate changes on our net interest margin and net interest income are discussed above in this Report under the sections entitled “Deposit Trends” and “Loan Trends.”

As discussed previously under the heading "Asset Quality" beginning on page 51, the provision for loan losses for the second quarter of 2016 was $669 thousand, compared to a provision of $70 thousand for the 2015 quarter.

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Noninterest Income

Summary of Noninterest Income

(Dollars in Thousands)



	Quarter Ended
	6/30/2016		6/30/2015		Change			% Change
Income From Fiduciary Activities	$	2,000	$	2,051	$	(51	)	(2.5	)%
Fees for Other Services to Customers	2,417		2,334		83			3.6
Insurance Commissions	2,133		2,367		(234		)	(9.9	)
Net Gain on Securities Transactions	144		16		128			800.0
Net Gain on the Sale of Loans	159		120		39			32.5
Other Operating Income	341		556		(215		)	(38.7	)
Total Noninterest Income	$	7,194	$	7,444	$	(250	)	(3.4	)

Total noninterest income in the just completed quarter was $7.2 million, a decrease of $250 thousand, or 3.4%, from total noninterest income of $7.4 million for the second quarter of 2015.

Increases between the two quarters in fees for other services to customers, net securities gains and net gains on the sale of loans were more than offset by decreases in income from fiduciary activities, insurance commissions and other operating income. The decrease in income from fiduciary activities was primarily due to the volatility in the equities markets between the periods; average equity values in the just completed quarter were slightly below those in the comparable 2015 quarter, and fees from fiduciary accounts typically track the dollar value of account assets. This decline in fees from continuing fiduciary accounts was offset, in part, from a net increase in the number of accounts under administration between the two periods. The 9.9% decrease in insurance commissions was primarily attributable to the absence of income during the 2016 period related to the line of insurance agency business (youth sports activities) that we sold to a third party in October 2015. The decrease in other operating income between the periods was primarily due to the fact that we recognized significant income in the 2015 quarter from our investment in regional business incubation enterprises (limited partnerships), income not recognized by us in the 2016 quarter.

Fees for other services to customers increased $83 thousand, or 3.6% between the second quarter of 2015 and the second quarter of 2016. In addition to service charge income on deposits, this category also includes debit card interchange income, revenues related to the sale of mutual funds to our customers by third party providers, and servicing income on sold loans. The increase in the 2016 period was primarily attributable to income received from a card processor to offset the incremental costs of issuing new debit cards with chip technology to our existing customers. Effective October 1, 2011 Visa announced new, reduced debit interchange rates and related modifications to comply with new debit card interchange fee rules promulgated by the Federal Reserve under the Dodd-Frank Act. This reduced rate structure has had, and will continue to have, a slight but noticeable negative impact on our fee income. However, debit card usage by our customers has continued to grow in recent periods, which has generally offset the negative effect of reduced debit interchange rates. If this usage continues to grow, it will continue to offset the negative impact of reduced interchange fees. Generally, we do not believe that Visa's new limits on interchange fees resulting from Dodd-Frank will have a material adverse impact on our financial condition or results of operations in future periods. However, there is currently a lawsuit challenging the reduced post Dodd-Frank fee structure as still being too high. At the request of the Federal Reserve Bank, the court has permitted continuation of the current fee structure until the case is settled.

See our discussion on the sale of investment securities on page 50 of this Report. The increase in the net gain on the sale of loans was primarily attributable to an increase in the volume of loan sales in 2016, as opposed to enhanced profitability on such sales.

Noninterest Expense

Summary of Noninterest Expense

(Dollars in Thousands)



	Quarter Ended
	6/30/2016			6/30/2015			Change			% Change
Salaries and Employee Benefits	$	8,408		$	8,186		$	222		2.7	%
Occupancy Expense of Premises, Net	1,221			1,256			(35		)	(2.8	)
Furniture and Equipment Expense	1,114			1,088			26			2.4
FDIC and FICO Assessments	314			296			18			6.1
Amortization	74			80			(6		)	(7.5	)
Other Operating Expense	3,753			3,477			276			7.9
Total Noninterest Expense	$	14,884		$	14,383		$	501		3.5
Efficiency Ratio	56.72		%	57.94		%	(1.22		)%	(2.1	)

Noninterest expense for the second quarter of 2016 was $14.9 million, an increase of $501 thousand, or 3.5%, from the expense for the second quarter of 2015. This increase on a year-over-year basis represents less than half the growth in average total loans and average total assets between the same two periods. Our enhanced productivity was also reflected in our improved efficiency ratio, which was 56.72%, for the second quarter of 2016, down by 122 basis points (a positive development) from our ratio for the comparable 2015 quarter. The efficiency ratio (a ratio where lower is better), is a commonly used non-GAAP financial measure in the banking industry. It is a comparative measure of a financial institution's operating efficiency. We calculate our efficiency ratio as the ratio of noninterest expense

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(excluding, under our definition, intangible asset amortization) to (i) net interest income (on a tax-equivalent basis) plus (ii) noninterest income (excluding net securities gains or losses). See the discussion on this non-GAAP measure on page 35 of this Report under the heading “Use of Non-GAAP Financial Measures” and the related tabular information and notes on pages 37 through 40 of this Report. The efficiency ratio included by the Federal Reserve Board in its "Peer Holding Company Performance Reports" excludes net securities gains or losses from the denominator (as does our calculation), but unlike our ratio does not exclude intangible asset amortization from the numerator. Our efficiency ratios in recent periods have also compared favorably to the ratios of our peer group (see page 34 for a discussion of our peer group), even after adjusting for the definitional difference. For the period ended March 31, 2016 (the most recent reporting period for which peer group information is available), the peer group efficiency ratio was 68.27%, and our ratio was 56.67% (not adjusted for the definitional difference).

Salaries and employee benefits expense increased 2.7% in the second quarter of 2016 over the 2015 quarter, reflecting the offsetting effect of an increase of 6.7% in salaries and a decrease of 7.3% in benefits. The overall increase was limited in part by a decrease of 7 full-time equivalent employees. The increase in salary expenses reflected normal merit increases. The decrease in our benefit expenses was primarily attributable to lower medical claims incurred under the company's minimum premium health insurance plan during the 2016 period.

The 2016 increase in other operating expense was primarily attributable to increases in the expenses for third-party computer processing.

Income Taxes

Summary of Income Taxes

(Dollars in Thousands)



	Quarter Ended
	6/30/2016			6/30/2015			Change			% Change
Provision for Income Taxes	$	2,947		$	2,850		$	97		3.4	%
Effective Tax Rate	30.7		%	31.1		%	(0.4		)	(1.3	)

The small decrease in the effective tax rate in the second quarter of 2016 over the 2015 quarter, was primarily attributable to the fact that tax-exempt income represented a slightly larger percentage of our total income in the 2016 quarter than in the prior year quarter.

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RESULTS OF OPERATIONS

Six Months Ended June 30, 2016 Compared With

Six Months Ended June 30, 2015

Summary of Earnings Performance

(Dollars in Thousands, Except Per Share Amounts)



	Six Months Ended
	6/30/2016			6/30/2015			Change			% Change
Net Income	$	13,196		$	12,160		$	1,036		8.5	%
Diluted Earnings Per Share	1.01			0.94			0.07			7.4
Return on Average Assets	1.07		%	1.07		%	—		%	—
Return on Average Equity	12.02		%	11.98		%	0.04		%	0.3

We reported net income of $13.2 million and diluted earnings per share (EPS) of 1.01 for the first six months of 2016, compared to net income of $12.2 million and diluted EPS of 0.94 for the first six months of 2015.

We experienced net gains of $88 thousand, net of tax, on securities sales in the 2016 six-month period, compared to net gains of $64 thousand, net of tax, on the sale of securities in the comparable 2015 period.

The following narrative discusses the quarter-to-quarter changes in net interest income, noninterest income, noninterest expense and income taxes.

Net Interest Income

Summary of Net Interest Income

(Taxable Equivalent Basis, Dollars in Thousands)



	Six Months Ended
	6/30/2016			6/30/2015			Change			% Change
Interest and Dividend Income	$	40,088		$	36,574		$	3,514		9.6	%
Interest Expense	2,547			2,329			218			9.4	%
Net Interest Income	37,541			34,245			3,296			9.6	%
Tax-Equivalent Adjustment	2,225			2,177			48			2.2	%
Average Earning Assets ⁽¹⁾	2,352,915			2,160,933			191,982			8.9	%
Average Interest-Bearing Liabilities	1,879,237			1,741,794			137,443			7.9	%

Yield on Earning Assets ⁽¹⁾	3.43		%	3.41		%	0.02		%	0.6	%
Cost of Interest-Bearing Liabilities	0.27			0.27			—		%	—	%
Net Interest Spread	3.16			3.14			0.02		%	0.6	%
Net Interest Margin	3.21			3.20			0.01		%	0.3	%

⁽¹⁾ Includes Nonaccrual Loans

Between the first six months of 2015 and the first six months of 2016, our net interest margin (which we define as our net interest income on a tax-equivalent basis divided by average earning assets, annualized) increased by 1 basis point, from 3.20% to 3.21%, representing an increase of 0.3% in our margin. Our net interest margin, as well as our tax-equivalent net interest income from which the margin is derived, are non-GAAP measures. See the discussion under “Use of Non-GAAP Financial Measures,” on page 35, and the tabular information and notes on pages 37 through 40, regarding our net interest margin and tax-equivalent net interest income, which are commonly used non-GAAP financial measures. Among other things, this slight increase in net interest margin between the respective periods reflected the recognition of a substantial amount of interest income on a large non-accrual commercial loan that was fully paid off during the 2016 period, as well as a modest increase in the 2016 period in average yields in our short-term investment securities portfolio, and our overnight interest-bearing deposits at banks, the result, indirectly, of the Fed's 25 basis point increase in short-term rates in December 2015. Otherwise, the yields on our loan portfolio and the cost of funds for our other interest-bearing deposits and liabilities remained virtually unchanged from the first six months of 2015. Net interest income for the just completed 6-month period, on a taxable equivalent basis, increased by $3.3 million, or 9.6%, over the 2015 amount,principally due to the positive impact of a 8.9% increase in the level of our average earning assets. The impact of recent interest rate changes on our net interest margin and net interest income are discussed above in this Report under the sections entitled “Deposit Trends” and “Loan Trends.”

As discussed previously under the heading "Asset Quality" beginning on page 51, the provision for loan losses for the first six months of 2016 was $1.1 million, compared to a provision of $345 thousand for the 2015 period.

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Noninterest Income

Summary of Noninterest Income

(Dollars in Thousands)



	Six Months Ended
	6/30/2016		6/30/2015		Change			% Change
Income From Fiduciary Activities	$	3,931	$	3,984	$	(53	)	(1.3	)%
Fees for Other Services to Customers	4,654		4,573		81			1.8
Insurance Commissions	4,341		4,506		(165		)	(3.7	)
Net (Loss) Gain on Securities Transactions	144		106		38			35.8
Net Gain on the Sale of Loans	338		252		86			34.1
Other Operating Income	662		879		(217		)	(24.7	)
Total Noninterest Income	$	14,070	$	14,300	$	(230	)	(1.6	)

Total noninterest income in the just completed six-month period was $14.1 million, a decrease of $230 thousand, or 1.6%, from total noninterest income of $14.3 million for the first six months of 2015.

Increases between the two periods in fees for other services to customers, net securities gains and net gains on the sale of loans were more than offset by decreases income from fiduciary activities, insurance commissions and other operating income. The decrease in income from fiduciary activities was primarily due to volatility in the equities markets between the the two periods. The 3.7% decrease in insurance commissions between the periods was primarily attributable to the absence of income in the 2016 period, from the line of insurance agency business (sports activities) that we sold to a third party in October 2015. The decrease in other operating income between the periods was primarily due to the fact that we recognized significant income in the 2015 period from our investment in regional business incubation enterprises (limited partnerships), income not recognized by us in the 2016 period.

Fees for other services to customers increased $81 thousand, or 1.8% between the first six months of 2015 and the first six months of 2016. In addition to service charge income on deposits, this category also includes debit card interchange income, revenues related to the sale of mutual funds to our customers by third party providers, and servicing income on sold loans. The increase in the 2016 period was primarily attributable to income received from a card processor to offset the incremental costs of issuing new debit cards with chip technology to our existing customers. Debit card usage by our customers continued to grow between and during the respective periods, which generally offset the negative effect of industry-wide reduced debit interchange rates mandated, for large banks, by Dodd-Frank. If debit card usage continues to grow it will continue tooffset the negative impact of reduced interchange fees. . However, there is currently a lawsuit challenging the reduced post Dodd-Frank fee structure as still being too high. At the request of the Federal Reserve Bank, the court has permitted continuation of the current fee structure until the case is settled.

See our discussion on the sale of investment securities on page 49 through 50 of this Report. The increase in the net gain on the sale of loans was primarily attributable to a corresponding increase in the volume of loan sales in 2016, as opposed to enhanced profitability on such sales.

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Noninterest Expense

Summary of Noninterest Expense

(Dollars in Thousands)



	Six Months Ended
	6/30/2016			6/30/2015			Change			% Change
Salaries and Employee Benefits	$	16,530		$	15,878		$	652		4.1	%
Occupancy Expense of Premises, Net	2,562			2,614			(52		)	(2.0	)
Furniture and Equipment Expense	2,236			2,217			19			0.9
FDIC and FICO Assessments	627			576			51			8.9
Amortization	150			171			(21		)	(12.3	)
Other Operating Expense	7,150			6,882			268			3.9
Total Noninterest Expense	$	29,255		$	28,338		$	917		3.2
Efficiency Ratio	56.55		%	58.15		%	(1.60		)%	(2.8	)

Noninterest expense for the first six months of 2016 was $29.3 million, an increase of $917 thousand, or 3.2%, from the expense for the first six months of 2015. This increase on a year-over-year basis represents less than half the growth in average total loans and average total assets between the same two periods. Our enhanced productivity was also reflected in our improved efficiency ratio, which was 56.55% for the first six months of 2016, down by 160 basis points (a positive development) from our ratio for the comparable 2015 period. This ratio (a ratio where lower is better), is a commonly used non-GAAP financial measure in the banking industry. It is a comparative measure of a financial institution's operating efficiency. We calculate our efficiency ratio as the ratio of noninterest expense (excluding, under our definition, intangible asset amortization) to (i) net interest income (on a tax-equivalent basis) plus (ii) noninterest income (excluding net securities gains or losses). See the discussion on this non-GAAP measure on page 35 of this Report under the heading “Use of Non-GAAP Financial Measures” and the related tabular information and notes on pages 37 through 40 of this Report. The efficiency ratio included by the Federal Reserve Board in its "Peer Holding Company Performance Reports" excludes net securities gains or losses from the denominator (as does our calculation), but unlike our ratio does not exclude intangible asset amortization from the numerator. Our efficiency ratios in recent periods have also compared favorably to the ratios of our peer group (see page 34 for a discussion of our peer group), even after adjusting for the definitional difference. For the quarter ended March 31, 2016 (the most recent reporting period for which peer group information is available), the peer group efficiency ratio was 68.27%, and our ratio was 56.67% (not adjusted for the definitional difference).

Salaries and employee benefits expense increased 4.1% in the first six months of 2016 over the 2015 period, reflecting an increase of 5.4% in salaries and a small increase of 0.6% in benefits. The overall increase was limited in part by a decrease of 7 full-time equivalent employees. The increase in salary expenses reflected normal merit increases. The increase in our benefit expenses was held down by lower medical claims incurred under the company's minimum premium health insurance plan during the 2016 period.

The 2016 increase in other operating expense was primarily attributable to increases in the expenses for third-party computer processing.

Income Taxes

Summary of Income Taxes

(Dollars in Thousands)



	Six Months Ended
	6/30/2016			6/30/2015			Change			% Change
Provision for Income Taxes	$	5,865		$	5,525		$	340		6.2	%
Effective Tax Rate	30.8		%	31.2		%	(0.4		)	(1.3	)

The small decrease in the effective tax rate in the first six months of 2016 over the 2015 period, was primarily attributable to the fact that tax-exempt income represented a slightly larger percentage of our total income in the 2016 period than in the prior year period.

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Item 3.

QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK

In addition to credit risk in our loan portfolio and liquidity risk, discussed on page 55 of this Report, we have market risk in our business activities. Market risk is the possibility that changes in future market rates (interest rates) or prices (fees for products and services) will make our position less valuable. The ongoing monitoring and management of market risk, principally interest rate risk, is an important component of our asset/liability management process, which is governed by policies that are reviewed and approved annually by the Board of Directors. The Board of Directors delegates responsibility for carrying out asset/liability oversight and control to management’s Asset/Liability Committee (“ALCO”). In this capacity ALCO develops guidelines and strategies impacting our asset/liability profile based upon estimated market risk sensitivity, policy limits and overall market interest rate levels and trends. As of the date of this Report, we are not using, and have not in recent periods used, derivatives, such as interest rate swaps, in our risk management process.

Interest rate risk is the exposure of our net interest income to changes in interest rates. Interest rate risk is directly related to the different maturities and repricing characteristics of interest-bearing assets and liabilities, as well as to the risk of prepayment of loans and early withdrawal of time deposits, and the fact that the speed and magnitude of responses to interest rate changes vary by product.

The ALCO utilizes the results of a detailed and dynamic simulation model to quantify the estimated exposure of net interest income to sustained interest rate changes. While ALCO routinely monitors simulated net interest income sensitivity over a rolling two-year horizon, it also utilizes additional tools to monitor potential longer-term interest rate risk.

Our current simulation model captures the impact of changing interest rates on the interest income received and interest expense paid on all interest rate-sensitive assets and liabilities reflected on our consolidated balance sheet. This sensitivity analysis is compared to pre-established ALCO policy limits which specify a maximum tolerance level for net interest income exposure over a one year horizon. Our current sensitivity analysis model examines both a hypothetical upward shift of interest rates (currently, 200 basis points) and a hypothetical downward shift in interest rates (currently, 100 basis points, subject to certain zero rate limitations), and assumes (i) no subsequent change in the balance sheet following the hypothetical shift and (ii) a repricing of interest-bearing assets and liabilities at their earliest reasonably predictable repricing dates following the shift. For repricing purposes, we normally assume a parallel and pro-rata shift in rates for both assets and liabilities, over a 12 month period.

We occasionally need to make ad hoc adjustments to our model. During recent years, the Federal Reserve's targeted federal funds rate has remained within a range of 0 to .50%. The resulting abnormally low prevailing short-term rates have led us to revise our standard model for the decreasing interest rate simulation for short-term liabilities and assets. Thus, while we have applied our usual 100 basis point downward shift in interest rates for liabilities and assets on the long end of the yield curve, we have assumed, for purposes of modeling our short-term liabilities and assets bearing interest rates of less than 1.00%, a hypothetical downward shift of less that the normal rate utilized (i.e., less than 100 basis points) and in some cases have made no downward shift at all in the modeled interest rates if such rates only slightly exceed zero at the measurement date. We also assume that hypothetical interest rate shifts, upward or downward, affect assets and liabilities simultaneously, depending solely upon the contractual maturities of the particular assets and liabilities in question.

Applying the simulation model analysis as of June 30, 2016, a 200 basis point increase in all interest rates demonstrated a 3.28% decrease in net interest income over the ensuing 12 month period, and a 100 basis point decrease (adjusted, as described above) demonstrated a 0.94% decrease in net interest income, when compared with our base projection. These amounts were well within our ALCO policy limits. The preceding sensitivity analysis does not represent a forecast on our part and should not be relied upon as being indicative of expected operating results in the event of actual rate changes.

The hypothetical estimates underlying the sensitivity analysis are based upon numerous assumptions including: the nature and timing of changes in interest rates including yield curve shape, prepayments on loans and securities, deposit decay rates, pricing decisions on loans and deposits, reinvestment/replacement of asset and liability cash flows, and others. While assumptions are developed based upon current economic and local market conditions, we cannot make any assurance as to the predictive nature of these assumptions including how customer preferences or competitor influences might change.

Also, as market conditions vary from those assumed in the sensitivity analysis, actual results may differ due to: prepayment/refinancing levels deviating from those assumed, the varying impact of interest rate changes on caps or floors on adjustable rate assets, the potential effect of changing debt service levels on customers with adjustable rate loans, depositor early withdrawals and product preference changes, unanticipated shifts in the yield curve and other internal/external variables. Furthermore, the sensitivity analysis does not reflect balance sheet growth or actions that ALCO might take in responding to or anticipating changes in interest rates.

In general, we expect that our interest-bearing liabilities, which are primarily deposit liabilities, many of them bearing a very low interest rate, may reprice more rapidly in a rising rate environment than our interest-earning assets, which would have a negative short-term impact on our net interest margin and net interest income, beyond that reported in the simulation analysis, above. However, many of our interest-earning assets also have relatively short maturities such that within a relatively few quarters after the first year period following a rise in rates, we would expect a corresponding positive impact from upward repricing of these interest-earning assets.

Item 4.

CONTROLS AND PROCEDURES

Senior management, including the Chief Executive Officer and Chief Financial Officer, has evaluated the effectiveness of the design and operation of Arrow's disclosure controls and procedures (as defined in Rule 13a-15(e) under the Securities Exchange Act of 1934, as amended) as of June 30, 2016. Based upon that evaluation, senior management, including the Chief Executive Officer and Chief Financial Officer, concluded that our disclosure controls and procedures were effective. Further, there were no changes made in our internal control over financial reporting that occurred during the most recent fiscal quarter that had materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

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PART II - OTHER INFORMATION

Item 1.

Legal Proceedings

The Company, including its subsidiary banks, are not currently the subject of any material pending legal proceedings, other than ordinary routine litigation occurring in the normal course of their business. On an ongoing basis, we are often the subject of, or a party to, various legal claims by other parties against us, by us against other parties, or involving us, which arise in the normal course of business. The various pending legal claims against us will not, in the opinion of management based upon consultation with counsel, result in any material liability.

Item 1.A.

Risk Factors

We believe that the Risk Factors identified in our Annual Report on Form 10-K for the year ended December 31, 2015, continue to represent the most significant risks to our future results of operations and financial conditions, without modification or amendment. Please refer to such Risk Factors as listed in Part I, Item 1A, of our Annual Report on Form 10-K for the fiscal year ended December 31, 2015.

Item 2.

Unregistered Sales of Equity Securities and Use of Proceeds

Unregistered Sales of Equity Securities

There were no unregistered sales of the Company's equity securities by or on behalf of the Company during the just-completed quarter .

Issuer Purchases of Equity Securities

The following table presents information about purchases by Arrow of its common stock during the quarter ended June 30, 2016:



Second Quarter 2016 Calendar Month	(A) Total Number of Shares Purchased ¹	(B) Average Price Paid Per Share ¹		(C) Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs ²	(D) Maximum Approximate Dollar Value of Shares that May Yet be Purchased Under the Plans or Programs ³
April	3,968	$	27.15	—	$	5,000,000
May	34,306	28.99		17,000	4,505,130
June	24,827	29.80		—	4,505,130
Total	63,101	29.19		17,000

¹ The total number of shares of Common Stock purchased by the Company in each month in the quarter and the average price paid per share are listed in columns A and B, respectively. All shares identified in column A were either (i) shares purchased in open market transactions under the Arrow Financial Corporation Automatic Dividend Reinvestment Plan (DRIP) on behalf of participating shareholders, under the general supervision of the Board as administrator, or (ii) shares surrendered (or deemed surrendered) to Arrow by holders of Arrow stock options in connection with such holders' exercise of such options. Specifically, in the months indicated, the total number of shares identified in column A included shares purchased under the DRIP or in connection with stock option exercises, as follows: in April, DRIP -- 2,984 shares and stock option exercises - 984; in May, DRIP -- 2,688 shares and stock option exercises - 14,618; and in June, DRIP -- 18,929 shares and stock option exercises -- 5,898 shares.

² Shares repurchased by the Company during the quarter under the publicly-announced 2016 Repurchase Program (i.e., the $5 million stock repurchase program authorized by the Board of Directors in October 2015 and effective January 1, 2016).

³ Represents the dollar amount of repurchase authority remaining at each month-end during the quarter under the 2016 Repurchase Program.

Item 3.

Defaults Upon Senior Securities - None

Item 4.

Mine Safety Disclosures - None

Item 5.

Other Information - None

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Item 6.

Exhibits



Exhibit Number	Exhibit
15	Awareness Letter
31.1	Certification of Chief Executive Officer under SEC Rule 13a-14(a)/15d-14(a)
31.2	Certification of Chief Financial Officer under SEC Rule 13a-14(a)/15d-14(a)
32	Certification of Chief Executive Officer under 18 U.S.C. Section 1350 and Certification of Chief Financial Officer under 18 U.S.C. Section 1350
101.INS	XBRL Instance Document
101.SCH	XBRL Taxonomy Extension Schema Document
101.CAL	XBRL Taxonomy Extension Calculation Linkbase Document
101.DEF	XBRL Taxonomy Extension Definition Linkbase Document
101.LAB	XBRL Taxonomy Extension Labels Linkbase Document
101.PRE	XBRL Taxonomy Extension Presentation Linkbase Document

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SIGNATURES

Pursuant to the requirements of the Securities Exchange Act of 1934, the Registrant has duly caused this Report to be signed on its behalf by the undersigned thereunto duly authorized.

ARROW FINANCIAL CORPORATION

Registrant




August 9, 2016	/s/Thomas J. Murphy
Date	Thomas J. Murphy, President and
	Chief Executive Officer

August 9, 2016	/s/Terry R. Goodemote
Date	Terry R. Goodemote, Executive Vice President,
	Treasurer and Chief Financial Officer
	(Principal Financial Officer and
	Principal Accounting Officer)

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