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Dun & Bradstreet Holdings, Inc. - Quarter Report: 2023 September (Form 10-Q)





UNITED STATES SECURITIES AND EXCHANGE COMMISSION
WASHINGTON, D.C. 20549

FORM 10-Q
(Mark One)
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended September 30, 2023
OR
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
Commission file number 1-39361

Dun & Bradstreet Holdings, Inc.
(Exact name of registrant as specified in its charter)
Delaware83-2008699
(State of
incorporation)
(I.R.S. Employer
Identification No.)
5335 Gate Parkway, Jacksonville, FL
32256
(Address of principal executive offices)(Zip Code)
(904) 648-6350
Registrant’s telephone number, including area code
Securities registered pursuant to Section 12(b) of the Act:
Title of Each ClassTrading SymbolName of Each Exchange on Which Registered
Common Stock, $0.0001 par valueDNBNew York Stock Exchange
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. Yes No
Indicate by check mark whether the registrant has submitted electronically 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). Yes No
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, smaller reporting company or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filerAccelerated filer
Non-accelerated filer
Smaller reporting company
Emerging growth company
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes No
There were 438,959,568 shares outstanding of the Registrant's common stock as of October 27, 2023.






FORM 10-Q
QUARTERLY REPORT
Quarter Ended September 30, 2023
TABLE OF CONTENTS
 
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Item 6.
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Part I: FINANCIAL INFORMATION
Item 1. Condensed Consolidated Financial Statements (Unaudited)


Dun & Bradstreet Holdings, Inc.
Condensed Consolidated Statements of Operations and Comprehensive Income (Loss)
(In millions, except per share data)
(Unaudited)
Three months ended September 30, Nine months ended September 30,
 2023202220232022
Revenue$588.5 $556.3 $1,683.6 $1,629.6 
Cost of services (exclusive of depreciation and amortization)206.5 175.0 607.4 533.3 
Selling and administrative expenses181.6 184.1 552.2 548.9 
Depreciation and amortization146.7 145.1 437.1 441.5 
Restructuring charges1.6 6.6 10.4 14.3 
Operating costs536.4 510.8 1,607.1 1,538.0 
Operating income (loss)52.1 45.5 76.5 91.6 
Interest income1.7 0.5 4.2 1.1 
Interest expense(57.0)(49.1)(168.4)(138.2)
Other income (expense) - net(3.3)8.8 (1.2)10.7 
Non-operating income (expense) - net(58.6)(39.8)(165.4)(126.4)
Income (loss) before provision (benefit) for income taxes and equity in net income of affiliates(6.5)5.7 (88.9)(34.8)
Less: provision (benefit) for income taxes (11.2)(4.2)(40.5)(13.6)
Equity in net income of affiliates0.6 0.5 2.1 1.8 
Net income (loss) 5.3 10.4 (46.3)(19.4)
Less: net (income) loss attributable to the non-controlling interest(0.9)(2.4)(2.4)(5.7)
Net income (loss) attributable to Dun & Bradstreet Holdings, Inc.$4.4 $8.0 $(48.7)$(25.1)
Basic earnings (loss) per share of common stock attributable to Dun & Bradstreet Holdings, Inc.$0.01 $0.02 $(0.11)$(0.06)
Diluted earnings (loss) per share of common stock attributable to Dun & Bradstreet Holdings, Inc.$0.01 $0.02 $(0.11)$(0.06)
Weighted average number of shares outstanding-basic430.8 429.2 430.3 429.0 
Weighted average number of shares outstanding-diluted432.2 429.4 430.3 429.0 
Other comprehensive income (loss), net of income taxes:
Net income (loss)$5.3 $10.4 $(46.3)$(19.4)
Foreign currency adjustments:
     Foreign currency translation adjustments, net of tax (1)
$(31.9)$(93.1)$(33.7)$(220.0)
     Net investment hedge derivative, net of tax (2)
9.8 16.4 3.1 21.9 
Cash flow hedge derivative, net of tax expense (benefit) (3)
(3.7)12.5 4.0 43.4 
Defined benefit pension plans:
     Prior service credit (cost), net of tax expense (benefit) (4)
(0.1)— (0.3)(0.2)
     Net actuarial gain (loss), net of tax expense (benefit) (5)
(0.6)— (1.7)— 
Total other comprehensive income (loss), net of tax$(26.5)$(64.2)$(28.6)$(154.9)
Comprehensive income (loss), net of tax$(21.2)$(53.8)$(74.9)$(174.3)
Less: comprehensive (income) loss attributable to the non-controlling interest(0.7)1.3 (2.3)1.5 
Comprehensive income (loss) attributable to Dun & Bradstreet Holdings, Inc.$(21.9)$(52.5)$(77.2)$(172.8)
(1)Tax Expense (Benefit) of $(0.2) million and $(4.0) million for the three months ended September 30, 2023 and 2022, respectively. Tax Expense (Benefit) of $6.9 million and $(6.9) million for the nine months ended September 30, 2023 and 2022, respectively.
(2)Tax Expense (Benefit) of $0.1 million and $6.0 million for the three months ended September 30, 2023 and 2022, respectively. Tax Expense (Benefit) of $(2.3) million and $8.0 million for the nine months ended September 30, 2023 and 2022, respectively.
(3)Tax Expense (Benefit) of $(2.2) million and $4.5 million for the three months ended September 30, 2023 and 2022, respectively. Tax Expense (Benefit) of $0.5 million and $15.9 million for the nine months ended September 30, 2023 and 2022, respectively.
(4)Tax Expense (Benefit) of less than $(0.1) million for the three months ended September 30, 2023. Tax Expense (Benefit) of less than $(0.1) million and $(0.1) million for the nine months ended September 30, 2023 and 2022, respectively.
(5)Tax Expense (Benefit) of less than $(0.1) million for the three months ended September 30, 2023. Tax Expense (Benefit) of $(0.1) million for the nine months ended September 30, 2023.

The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.
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Dun & Bradstreet Holdings, Inc.
Condensed Consolidated Balance Sheets
(In millions, except share data and per share data)
(Unaudited)
September 30,
2023
December 31, 2022
Assets
Current assets
Cash and cash equivalents$230.1 $208.4 
Accounts receivable, net of allowance of $17.4 at September 30, 2023 and $14.3 at December 31, 2022 (Notes 3 and 6)
221.4 271.6 
Prepaid taxes56.3 57.7 
Other prepaids87.0 77.2 
Other current assets (Note 3 and 13)90.8 89.0 
Total current assets685.6 703.9 
Non-current assets
Property, plant and equipment, net of accumulated depreciation of $41.8 at September 30, 2023 and $38.4 at December 31, 2022
95.9 96.9 
Computer software, net of accumulated amortization of $457.4 at September 30, 2023 and $348.8 at December 31, 2022 (Note 15)
650.9 631.8 
Goodwill (Notes 15 and 16)3,413.9 3,431.3 
Other intangibles (Notes 15 and 16)3,998.4 4,320.1 
Deferred costs (Note 3)148.9 143.7 
Other non-current assets (Note 7)141.6 144.2 
Total non-current assets8,449.6 8,768.0 
Total assets$9,135.2 $9,471.9 
Liabilities
Current liabilities
Accounts payable$80.4 $80.5 
Accrued payroll84.1 109.5 
Short-term debt (Note 5)32.7 32.7 
Deferred revenue (Note 3)560.7 563.1 
Other accrued and current liabilities (Note 7)179.2 316.8 
Total current liabilities937.1 1,102.6 
Long-term pension and postretirement benefits (Note 10)141.5 158.2 
Long-term debt (Note 5)3,605.9 3,552.2 
Deferred income tax911.9 1,023.7 
Other non-current liabilities (Note 7)115.1 126.8 
Total liabilities5,711.5 5,963.5 
Commitments and contingencies (Note 8)
 
Equity
Common Stock, $0.0001 par value per share, authorized—2,000,000,000 shares; 439,863,575 shares issued and 438,976,655 shares outstanding at September 30, 2023 and 436,604,447 shares issued and 435,717,527 shares outstanding at December 31, 2022
— — 
Capital surplus4,433.9 4,443.7 
Accumulated deficit(812.8)(764.1)
Treasury Stock, 886,920 shares at both September 30, 2023 and December 31, 2022
(0.3)(0.3)
Accumulated other comprehensive loss(208.5)(180.0)
Total stockholder equity3,412.3 3,499.3 
Non-controlling interest11.4 9.1 
Total equity3,423.7 3,508.4 
Total liabilities and stockholder equity$9,135.2 $9,471.9 

The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.
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Dun & Bradstreet Holdings, Inc.
Condensed Consolidated Statements of Cash Flows
(In millions)
(Unaudited)
Nine months ended September 30,
 20232022
Cash flows provided by (used in) operating activities:
Net income (loss)$(46.3)$(19.4)
Reconciliation of net income (loss) to net cash provided by (used in) operating activities:
Depreciation and amortization437.1 441.5 
Amortization of unrecognized pension loss (gain)(2.1)(0.3)
Debt early redemption premium expense— 16.3 
Deferred debt issuance costs amortization and write-off14.0 19.6 
Equity-based compensation expense66.1 43.9 
Restructuring charge10.4 14.3 
Restructuring payments(12.1)(12.3)
Changes in deferred income taxes(114.3)(98.1)
Changes in operating assets and liabilities:
(Increase) decrease in accounts receivable51.8 183.9 
(Increase) decrease in prepaid taxes, other prepaids and other current assets(26.1)(48.3)
Increase (decrease) in deferred revenue4.6 (3.8)
Increase (decrease) in accounts payable(9.6)7.0 
Increase (decrease) in accrued payroll(12.4)(28.1)
Increase (decrease) in other accrued and current liabilities(41.9)(24.9)
(Increase) decrease in other long-term assets3.2 (2.4)
Increase (decrease) in long-term liabilities(34.0)(51.4)
Net, other non-cash adjustments(4.7)2.3 
Net cash provided by (used in) operating activities283.7 439.8 
Cash flows provided by (used in) investing activities:
Acquisitions of businesses, net of cash acquired— (0.5)
Cash settlements of foreign currency contracts and net investment hedge7.7 (11.5)
Capital expenditures(3.7)(10.2)
Additions to computer software and other intangibles (126.2)(143.0)
Other investing activities, net1.9 (0.7)
Net cash provided by (used in) investing activities(120.3)(165.9)
Cash flows provided by (used in) financing activities:
Payment for debt early redemption premiums— (16.3)
Payments of dividends
(64.6)(21.5)
Payment of long term debt— (420.0)
Proceeds from borrowings on Credit Facility380.3 242.5 
Proceeds from borrowings on Term Loan Facility— 460.0 
Payments of borrowings on Credit Facility(316.0)(356.3)
Payments of borrowing on Term Loan Facility(24.5)(98.4)
Payment of debt issuance costs— (7.4)
Payment for purchase of non-controlling interests(95.7)— 
Other financing activities, net (1)
(18.8)(0.8)
Net cash provided by (used in) financing activities(139.3)(218.2)
Effect of exchange rate changes on cash and cash equivalents(2.4)(23.3)
Increase (decrease) in cash, cash equivalents and restricted cash21.7 32.4 
Cash, Cash Equivalents and Restricted Cash, Beginning of Period208.4 177.1 
Cash, Cash Equivalents and Restricted Cash, End of Period$230.1 $209.5 
Supplemental Disclosure of Cash Flow Information:
Reconciliation of cash, cash equivalents, and restricted cash to the condensed consolidated balance sheets
Cash and cash equivalents$230.1 $203.9 
Restricted cash included within other current assets (2)
— 5.6 
Total cash, cash equivalents, and restricted cash shown in the statements of cash flows$230.1 $209.5 
Cash Paid for:
Income taxes payment (refund), net$75.5 $111.8 
Interest$151.2 $122.8 
Noncash Investing and Financing activities:
Fair value of acquired assets, including measurement period adjustments$— $0.5 
Unpaid purchase price accrued in "Other accrued and current liabilities"— (0.5)
Assumed liabilities from acquired businesses including non-controlling interest and measurement period adjustments$— $— 
Noncash additions to computer software - net of cash paid for prior year noncash additions $10.1 $20.1 
(1)Primarily related to payments for finance lease assets. See further details in Note 16.
(2)Restricted cash represents funds set aside associated with the Federal Trade Commission Consent Order to provide refunds to certain former and current customers. See Note 9 on Form 10-K filed with the SEC on February 23, 2023 for further detail.

The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.
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Dun & Bradstreet Holdings, Inc.
Condensed Consolidated Statements of Stockholder Equity
(In millions)
(Unaudited)
 Common
stock 
Capital
surplus
(Accumulated deficit) Retained
earnings
Treasury
stock
Cumulative
translation
adjustment
Defined benefit postretirement plansCash flow hedging derivativeTotal
stockholder
equity
Non-controlling
interest
Total
equity
Nine months ended September 30, 2022
Balance, January 1, 2022$— $4,500.4 $(761.8)$(0.3)$(52.6)$(11.9)$7.4 $3,681.2 $64.1 $3,745.3 
Net income (loss)— — (25.1)— — — — (25.1)5.7 (19.4)
Equity-based compensation plans— 38.7 — — — — — 38.7 — 38.7 
Dividends declared (1)— (21.8)— — — — — (21.8)— (21.8)
Pension adjustments, net of tax benefit of $0.1
— — — — — (0.2)— (0.2)— (0.2)
Change in cumulative translation adjustment, net of tax benefit of $6.9
— — — — (212.8)— — (212.8)(7.2)(220.0)
Net investment hedge derivative, net of tax expense of $8.0
— — — — 21.9 — — 21.9 — 21.9 
Cash flow hedge derivative, net of tax expense of $15.9
— — — — — — 43.4 43.4 — 43.4 
Payment to non-controlling interest— — — — — — — — (0.3)(0.3)
Balance, September 30, 2022$— $4,517.3 $(786.9)$(0.3)$(243.5)$(12.1)$50.8 $3,525.3 $62.3 $3,587.6 
Three months ended September 30, 2022
Balance, June 30, 2022$— $4,521.6 $(794.9)$(0.3)$(170.5)$(12.1)$38.3 $3,582.1 $63.6 $3,645.7 
Net income (loss)— — 8.0 — — — — 8.0 2.4 10.4 
Equity-based compensation plans — 17.5 — — — — — 17.5 — 17.5 
Dividends declared (1)— (21.8)— — — — — (21.8)(21.8)
Change in cumulative translation adjustment, net of tax benefit of $4.0
— — — — (89.4)— — (89.4)(3.7)(93.1)
Net investment hedge derivative, net of tax expense of $6.0
— — — — 16.4 — — 16.4 — 16.4 
Cash flow hedge derivative, net of tax expense of $4.5
— — — — — — 12.5 12.5 — 12.5 
Balance, September 30, 2022$— $4,517.3 $(786.9)$(0.3)$(243.5)$(12.1)$50.8 $3,525.3 $62.3 $3,587.6 
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Common
stock
Capital
surplus
(Accumulated deficit) retained
earnings
Treasury
stock
Cumulative
translation
adjustment
Defined benefit postretirement plansCash flow hedging derivativeTotal
stockholder
equity
Non-controlling
interest
Total
equity
Nine months ended September 30, 2023
Balance, January 1, 2023$— $4,443.7 $(764.1)$(0.3)$(170.3)$(58.1)$48.4 $3,499.3 $9.1 $3,508.4 
Net income (loss)— — (48.7)— — — — (48.7)2.4 (46.3)
Equity-based compensation plans— 55.8 — — — — — 55.8 — 55.8 
Dividends declared (1)
— (65.6)— — — — — (65.6)— (65.6)
Pension adjustments, net of tax benefit of $0.1
— — — — — (2.0)— (2.0)— (2.0)
Change in cumulative translation adjustment, net of tax expense of $6.9
— — — — (33.6)— — (33.6)(0.1)(33.7)
Net investment hedge derivative, net of tax benefit of $2.3
— — — — 3.1 — — 3.1 — 3.1 
Cash flow hedge derivative, net of tax expense of $0.5
— — — — — — 4.0 4.0 — 4.0 
Balance, September 30, 2023$— $4,433.9 $(812.8)$(0.3)$(200.8)$(60.1)$52.4 $3,412.3 $11.4 $3,423.7 
Three months ended September 30, 2023
Balance, June 30, 2023 $— $4,438.6 $(817.2)$(0.3)$(178.9)$(59.4)$56.1 $3,438.9 $10.7 $3,449.6 
Net income (loss)— — 4.4 — — — — 4.4 0.9 5.3 
Equity-based compensation plans— 17.2 — — — — — 17.2 — 17.2 
Dividends declared (1)
— (21.9)— — — — — (21.9)— (21.9)
Pension adjustments, net of tax benefit of less than $0.1
— — — — — (0.7)— (0.7)— (0.7)
Change in cumulative translation adjustment, net of tax benefit of $0.2
— — — — (31.7)— — (31.7)(0.2)(31.9)
Net investment hedge derivative, net of tax expense of $0.1
— — — — 9.8 — — 9.8 — 9.8 
Cash flow hedge derivative, net of tax benefit of $2.2
— — — — — — (3.7)(3.7)— (3.7)
Balance, September 30, 2023$— $4,433.9 $(812.8)$(0.3)$(200.8)$(60.1)$52.4 $3,412.3 $11.4 $3,423.7 

(1)See Note 12 "Earnings (Loss) Per Share" for further discussion.

The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.
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DUN & BRADSTREET HOLDINGS, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited)
(Tabular dollar amounts in millions, except share data and per share data)
Note 1 --Basis of Presentation

The accompanying interim unaudited condensed consolidated financial statements of Dun & Bradstreet Holdings, Inc. and its subsidiaries ("we" or "us" or "our" or the "Company") were prepared in conformity with accounting principles generally accepted in the United States of America ("GAAP"). They should be read in conjunction with the consolidated financial statements and related notes, which appear in the consolidated financial statements for the year ended December 31, 2022, included in our Annual Report on Form 10-K and filed with the Securities and Exchange Commission ("SEC") on February 23, 2023. The unaudited condensed consolidated financial statements for interim periods do not include all disclosures required by GAAP for annual financial statements and are not necessarily indicative of results for the full year or any subsequent period. In the opinion of our management, all adjustments (consisting of normal recurring accruals) considered necessary for a fair statement of the unaudited consolidated financial position, results of operations and cash flows at the dates and for the periods presented have been included.
We manage our business and report our financial results through the following two segments:
North America offers Finance & Risk and Sales & Marketing data, analytics and business insights in the United States and Canada; and
International offers Finance & Risk and Sales & Marketing data, analytics and business insights directly in the United Kingdom and Ireland ("U.K."), Nordics (Sweden, Norway, Denmark and Finland), DACH (Germany, Austria and Switzerland) and CE (Central and Eastern Europe) regions ("Europe"), Greater China, India and indirectly through our Worldwide Network alliances ("WWN alliances").
All intercompany transactions and balances have been eliminated in consolidation. Where appropriate, we have reclassified certain prior year amounts to conform to the current year presentation.
Our unaudited condensed consolidated financial statements presented herein reflect the latest estimates and assumptions made by management that affect the reported amounts of assets and liabilities and related disclosures as of the date of the unaudited consolidated financial statements and reported amounts of revenue and expenses during the reporting periods presented.
Note 2 -- Recent Accounting Pronouncements
We consider the applicability and impact of all Accounting Standards Updates (“ASUs”) and applicable authoritative guidance. The ASUs not listed below were assessed and determined to be either not applicable or are expected to have an immaterial impact on our consolidated financial position, results of operations and/or cash flows.
Recently Adopted Accounting Pronouncements
In March 2020, the FASB issued ASU No. 2020-04 "Facilitation of the Effects of Reference Rate Reform on Financial Reporting" to provide temporary optional expedients and exceptions to the U.S. GAAP guidance on contract modifications and hedge accounting to ease the financial reporting burdens related to the expected market transition from the London Interbank Offered Rate ("LIBOR") to alternative reference rates. In January 2021, the FASB issued ASU 2021-01, “Reference Rate Reform - Scope,” which clarified the scope and application of the original guidance in ASU No. 2020-04. On December 21, 2022, the FASB issued ASU No. 2022-06 which extends the transition date to December 31, 2024. We adopted this update during the fourth quarter of 2022. During the second quarter of 2023, we have modified agreements governing our Senior Secured Credit Facility and interest rate swaps to complete the transition of reference rate from LIBOR to SOFR. This transition did not result in a financial impact to our consolidated financial statements.
Note 3 -- Revenue
The total amount of the transaction price for our revenue contracts allocated to performance obligations that are unsatisfied (or partially unsatisfied) as of September 30, 2023 is as follows:
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

Remainder of 20232024202520262027ThereafterTotal
Future revenue$432.3 $988.5 $529.7 $297.8 $148.2 $376.4 $2,772.9 

The table of future revenue does not include any amount of variable consideration that is a sales or usage-based royalty in exchange for distinct data licenses or that is allocated to a distinct service period within a single performance obligation that is a series of distinct service periods.
Timing of Revenue Recognition
 Three months ended September 30, Nine months ended September 30,
2023202220232022
Revenue recognized at a point in time$248.1 $232.2 $691.5 $655.3 
Revenue recognized over time340.4 324.1 992.1 974.3 
Total revenue recognized$588.5 $556.3 $1,683.6 $1,629.6 
Contract Balances
 At September 30, 2023At December 31, 2022
Accounts receivable, net$221.4 $271.6 
Short-term contract assets (1)
$5.5 $6.2 
Long-term contract assets (2)
$15.3 $5.6 
Short-term deferred revenue$560.7 $563.1 
Long-term deferred revenue (3)
$19.4 $13.9 
(1) Included within "Other current assets" in the condensed consolidated balance sheet.
(2) Included within "Other non-current assets" in the condensed consolidated balance sheet.
(3) Included within "Other non-current liabilities" in the condensed consolidated balance sheet.

The decrease in accounts receivable of $50.2 million from December 31, 2022 to September 30, 2023 was primarily due to seasonal fluctuation and activities associated with our accounts receivable securitization facility during the nine months ended September 30, 2023. See Note 6 for a more detailed discussion.

The increase in deferred revenue of $3.1 million from December 31, 2022 to September 30, 2023 was primarily due to cash payments received or due in advance of satisfying our performance obligations, largely offset by $477.9 million of revenue recognized that was included in the deferred revenue balance at December 31, 2022.

The increase in contract assets of $9.0 million was primarily due to new contract assets recognized, net of new amounts reclassified to receivables during 2023, partially offset by $11.4 million of contract assets included in the balance at January 1, 2023 that were reclassified to receivable when they became unconditional.

See Note 16 for a schedule detailing the disaggregation of revenue.
Assets Recognized for the Costs to Obtain a Contract
Commission assets, net of accumulated amortization included in deferred costs, were $148.9 million and $143.7 million as of September 30, 2023 and December 31, 2022, respectively.
The amortization of commission assets was $11.2 million and $32.3 million for the three and nine months ended September 30, 2023, respectively, and $9.5 million and $27.1 million for the three and nine months ended September 30, 2022, respectively.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

Note 4 -- Restructuring Charges

We incurred restructuring charges (which generally consist of employee severance costs and contract terminations). These charges were incurred as a result of eliminating, consolidating, standardizing and/or automating our business functions.
Three months ended September 30, 2023 vs. Three months ended September 30, 2022
We recorded total restructuring charges of $1.6 million for the three months ended September 30, 2023, consisting of:

Severance costs of $0.7 million under ongoing benefit arrangements. Approximately 20 employees were impacted. Most of the employees impacted exited the Company by the end of the third quarter of 2023. The cash payments for these employees will be substantially completed by the end of the fourth quarter of 2023; and

Contract termination, write down of right of use assets and other exit costs, including those to consolidate or close facilities of $0.9 million.
We recorded total restructuring charges of $6.6 million for the three months ended September 30, 2022, consisting of:

Severance costs of $5.5 million under ongoing benefit arrangements. Approximately 170 employees were impacted. Most of the employees impacted exited the Company by the end of the third quarter of 2022. The cash payments for these employees were substantially completed by the end of the fourth quarter of 2022; and

Contract termination, write down of right of use assets and other exit costs, including those to consolidate or close facilities of $1.1 million.

Nine months ended September 30, 2023 vs. Nine months ended September 30, 2022
We recorded total restructuring charges of $10.4 million for the nine months ended September 30, 2023, consisting of:

Severance costs of $7.7 million under ongoing benefit arrangements. Approximately 130 employees were impacted. Most of the employees impacted exited the Company by the end of the third quarter of 2023. The cash payments for these employees will be substantially completed by the end of the fourth quarter of 2023; and

Contract termination, write down of right of use assets and other exit costs, including those to consolidate or close facilities of $2.7 million.
We recorded total restructuring charges of $14.3 million for the nine months ended September 30, 2022, consisting of:

Severance costs of $9.9 million under ongoing benefit arrangements. Approximately 210 employees were impacted. Most of the employees impacted exited the Company by the end of the third quarter of 2022. The cash payments for these employees were substantially completed by the end of the fourth quarter of 2022; and

Contract termination, write down of right of use assets and other exit costs, including those to consolidate or close facilities of $4.4 million.

The following table sets forth the restructuring reserves and utilization included within "Accrued payroll" in the condensed consolidated balance sheet for the three months ended March 31, 2023, June 30, 2023, September 30, 2023, March 31, 2022, June 30, 2022 and September 30, 2022:
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

 SeveranceContract termination
and other
exit costs
Total
2023:
Balance remaining as of December 31, 2022$4.8 $2.2 $7.0 
Charge taken during first quarter 2023 (1)
3.1 0.5 3.6 
Payments made during first quarter 2023(4.0)(0.8)(4.8)
Balance remaining as of March 31, 2023$3.9 $1.9 $5.8 
Charge taken during second quarter 2023 (1)
3.9 0.7 4.6 
Payments made during second quarter 2023(3.1)(0.9)(4.0)
Balance remaining as of June 30, 2023$4.7 $1.7 $6.4 
Charge taken during third quarter 2023 (1)
0.7 0.2 0.9 
Payments made during third quarter 2023(2.9)(0.4)(3.3)
Balance remaining as of September 30, 2023$2.5 $1.5 $4.0 
2022:
Balance remaining as of December 31, 2021$4.7 $3.3 $8.0 
Charge taken during first quarter 2022 (1)
2.5 0.6 3.1 
Payments made during first quarter 2022(3.4)(0.6)(4.0)
Balance remaining as of March 31, 2022$3.8 $3.3 $7.1 
Charge taken during second quarter 2022 (1)
1.9 — 1.9 
Payments made during second quarter 2022(2.7)(0.6)(3.3)
Balance remaining as of June 30, 2022$3.0 $2.7 $5.7 
Charge taken during third quarter 2022 (1)
5.5 0.4 5.9 
Payments made during third quarter 2022(4.3)(0.6)(4.9)
Balance remaining as of September 30, 2022$4.2 $2.5 $6.7 
(1)Balance excludes charges accounted for under ASU No. 2016-02, "Leases (Topic 842)."

Note 5 -- Notes Payable and Indebtedness

Our borrowings are summarized in the following table:

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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

September 30, 2023December 31, 2022
MaturityPrincipal amountDebt issuance costs and discount*Carrying valuePrincipal amountDebt issuance costs and discount*Carrying value
Debt maturing within one year:
2026 Term loan (1)
February 8, 2026$28.1 $— $28.1 $28.1 $— $28.1 
2029 Term loan (1)
January 18, 20294.6 — 4.6 4.6 — 4.6 
Total short-term debt$32.7 $— $32.7 $32.7 $— $32.7 
Debt maturing after one year:
2026 Term loan (1)
February 8, 2026$2,630.6 $36.8 $2,593.8 $2,651.7 $49.2 $2,602.5 
2029 Term loan (1)
January 18, 2029448.5 5.6 442.9 451.9 6.5 445.4 
Revolving facility (1) (2)
September 11, 2025114.6 — 114.6 50.3 — 50.3 
5.000% Senior unsecured notes (1)
December 15, 2029460.0 5.4 454.6 460.0 6.0 454.0 
Total long-term debt$3,653.7 $47.8 $3,605.9 $3,613.9 $61.7 $3,552.2 
Total debt$3,686.4 $47.8 $3,638.6 $3,646.6 $61.7 $3,584.9 
*Initial debt issuance costs were recorded as a reduction of the carrying amount of the debt and amortized over the contractual term of the debt. Balances represent the unamortized portion of debt issuance costs and discounts.

(1) The 5.000% Senior Unsecured Notes and the Senior Secured Credit Facilities contain certain covenants that limit our ability to incur additional indebtedness and guarantee indebtedness, create liens, engage in mergers or acquisitions, sell, transfer or otherwise dispose of assets, pay dividends and distributions or repurchase capital stock, prepay certain indebtedness and make investments, loans and advances. We were in compliance with these non-financial covenants at September 30, 2023 and December 31, 2022.
(2) The Revolving Facility contains a springing financial covenant requiring compliance with a maximum ratio of first lien net indebtedness to consolidated EBITDA of 6.75. The financial covenant applies only if the aggregate principal amount of borrowings under the Revolving Facility and certain outstanding letters of credit exceeds 35% of the total amount of commitments under the Revolving Facility on the last day of any fiscal quarter. The financial covenant did not apply at September 30, 2023 and December 31, 2022.

Senior Secured Credit Facilities
On January 18, 2022, we amended our credit agreement dated February 8, 2019, specifically related to the Term Loan Facility, to establish Incremental Term Loans in an aggregate principal amount of $460 million with a maturity date of January 18, 2029 ("2029 Term Loan"). We used the proceeds from the 2029 Term Loans to redeem our then-outstanding $420 million in aggregate principal amount of the 6.875% Senior Secured Notes due 2026, inclusive of early redemption premium of $16.3 million, accrued interest and fees and expenses. As a result of the redemption, we recorded a loss on debt extinguishment of $23.0 million as the difference between the settlement payments of $436.3 million and the carrying amount of the debt of $413.3 million, including unamortized debt issuance costs of $6.7 million. The loss was recorded within "Non-operating income (expense)-net" for the nine months ended September 30, 2022. Initial debt issuance costs of $7.4 million related to the 2029 Term Loan were recorded as a reduction of the carrying amount of the term loan and will be amortized over its contractual term.
During the second quarter of 2023, we modified agreements governing our Senior Secured Credit Facility and interest rate swaps to complete the transition of reference rate from LIBOR to SOFR. We utilized the expedients set forth in ASC Topic 848, including those relating to derivative instruments used in hedging relationships. This transition did not result in a financial impact to our consolidated financial statements. Borrowings under the Senior Secured Credit Facilities bear interest at a rate per annum equal to an applicable margin over a LIBOR or Secured Overnight Financing Rate ("SOFR") for the interest period relevant to such borrowing, subject to interest rate floors, and they are secured by substantially all of the Company’s assets.
On July 25, 2023, we amended our credit agreement dated February 8, 2019, specifically related to the Term Loan maturing on February 8, 2026 ("2026 Term Loan"), to reduce the applicable margin by 0.25% overall, resulting in a margin spread of SOFR plus 3.00% per annum.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

On July 31, 2023, Moody's Investors Service upgraded our Corporate Family Rating from B2 to B1. As a result, the applicable margin for our term loan debt, including the 2026 Term Loan and the 2029 Term Loan, was reduced by 0.25%.
Other details of the Senior Secured Credit Facilities:
For the 2029 Term Loan, beginning June 30, 2022, the principal amount is required to be paid down in equal quarterly installments in an aggregate annual amount equal to 1.00% of the original principal amount, with the balance being payable on January 18, 2029. The 2029 Term Loan bears interest at a rate per annum equal to 300 and 325 basis points over a SOFR rate for the interest period at September 30, 2023 and December 31, 2022, respectively. The interest rates associated with the outstanding balance of the 2029 Term Loan at September 30, 2023 and December 31, 2022 were 8.317% and 7.573%, respectively. Initial debt issuance costs related to the Term Loan facility were recorded as a reduction of the carrying amount of the Term Loan Facility and are being amortized over the term of the facility.
For the 2026 Term Loan, beginning June 30, 2020, the principal amount is required to be paid down in equal quarterly installments in an aggregate annual amount equal to 1.00% of the original principal amount, with the balance being payable on February 8, 2026. The 2026 Term Loan bears interest at a rate per annum equal to 285 basis points over a SOFR rate, inclusive of the SOFR credit spread adjustment, at September 30, 2023 and 325 basis points over the LIBOR rate at December 31, 2022. The interest rates associated with the outstanding balances of the 2026 Term Loan at September 30, 2023 and December 31, 2022 were 8.167% and 7.639%, respectively.
For borrowings under the Revolving Facility, the spread, inclusive of the SOFR credit spread adjustment, was 335 basis points and 325 basis points at September 30, 2023 and December 31, 2022, respectively, subject to a ratio-based pricing grid. The aggregate amount available under the Revolving Facility is $850 million. The available borrowings under the Revolving Facility at September 30, 2023 and December 31, 2022 were $735.4 million and $799.7 million, respectively. The interest rates associated with the outstanding balances of the Revolving Facility at September 30, 2023 and December 31, 2022 were 8.506% and 7.574%, respectively. Initial debt issuance costs related to the Revolving Facility were included in "Other non-current assets" on the consolidated balance sheet and amortized over the term of the Revolving Facility.
Other
We were contingently liable under open standby letters of credit and bank guarantees issued by our banks in favor of third parties totaling $11.1 million at September 30, 2023 and $11.8 million at December 31, 2022.
We entered into interest rate swaps and cross currency interest rate swaps, with various maturity dates, in order to manage the impact of interest rate changes. As of September 30, 2023, we had interest rate swap contracts and cross-currency interest rate contracts with an aggregate notional amount of $2,750 million and $375 million, respectively. As of December 31, 2022, we had interest rate swap contracts and cross-currency interest rate contracts with an aggregate notional amount of $1,250 million and $375 million, respectively. See Note 13 for more detailed discussion.
Note 6 -- Accounts Receivable Securitization Facility

In September 2022, the Company entered into a three-year revolving securitization facility agreement to transfer customer receivables of one of our U.S. subsidiaries (“Originator”) through our bankruptcy-remote subsidiary (“SPE”) to a third-party financial institution (“Purchaser”) on a recurring basis in exchange for cash equal to the gross receivables transferred. The facility had initial monthly drawing limits ranging from $160 million to $215 million, and was subsequently modified to $170 million to $215 million in December 2022. In October 2023, the monthly drawing limit was modified to $215 million. Transfers of our U.S. accounts receivable from the SPE to the Purchaser are accounted for as a sale of financial assets, and the accounts receivable are derecognized from the consolidated financial statements, as the SPE transfers effective control and risk associated with the transferred accounts receivable. Other than collection and administrative responsibilities, the Company and related subsidiaries have no continuing involvement in the transferred accounts receivable. The accounts receivable, once sold, are no longer available to satisfy creditors of the Company or the related subsidiaries in the event of bankruptcy. These sales are transacted at the face value of the relevant accounts receivable. The future outstanding balance of trade receivables that will be sold is expected to vary based on the level of activity and other factors. The receivables sold are fully guaranteed by the SPE that also pledges further accounts receivable as collateral under this agreement. The Company controls and therefore consolidates the SPE in its consolidated financial statements.

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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

The Company derecognized accounts receivable of $198.9 million and $611.5 million for the three and nine months ended September 30, 2023, respectively, and $252.5 million for the three and nine months ended September 30, 2022. The Company collected $198.9 million and $611.5 million of accounts receivable sold under this agreement during the three and nine months ended September 30, 2023, respectively, and $252.5 million for the three and nine months ended September 30, 2022. Unsold accounts receivable of $97.9 million and $123.5 million were pledged by the SPE as collateral to the Purchaser as of September 30, 2023 and December 31, 2022, respectively. As of September 30, 2023, recourse liability related to the receivables sold that has not been collected was immaterial.

Fees incurred for the facility, including fees for administrative responsibilities, during the three and nine months ended September 30, 2023 were $3.0 million and $9.0 million, respectively, and have been reflected within "Non-operating income (expense) – net" in the condensed consolidated statements of operations and comprehensive income (loss). Fees incurred for the three and nine months ended September 30, 2022 were immaterial.

Cash activity related to the facility is reflected in "Net cash provided by operating activities" in the condensed consolidated statements of cash flows.


Note 7 -- Other Assets and Liabilities

Other Non-Current Assets:

September 30,
2023
December 31,
2022
Right of use assets$44.3 $53.1 
Prepaid pension assets 4.0 4.0 
Investments19.3 21.8 
Deferred income tax15.4 16.0 
Other
58.6 49.3 
Total$141.6 $144.2 


Other Accrued and Current Liabilities:
September 30,
2023
December 31, 2022
Accrued operating costs (1)
$89.8 $122.1 
Accrued interest expense10.2 4.3 
Short-term lease liability15.0 17.7 
Accrued income tax18.2 13.2 
Accrued liability related to the purchase of non-controlling interest (2)
— 93.7 
Other accrued liabilities46.0 65.8 
Total$179.2 $316.8 
(1)The decrease was primarily due to timing of vendor billing and payment.
(2)The liability was fully paid off during the nine months ended September 30, 2023. We recognized a foreign exchange loss of $2.6 million associated with this payment for the nine months ended September 30, 2023.

Other Non-Current Liabilities:
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

September 30,
2023
December 31, 2022
Deferred revenue - long term$19.4 $13.9 
U.S. tax liability associated with the 2017 Act29.4 39.3 
Long-term lease liability35.1 43.9 
Liabilities for unrecognized tax benefits20.3 20.0 
Other10.9 9.7 
Total$115.1 $126.8 
We typically have various contractual obligations in our normal course of business, including those recorded as liabilities in our consolidated balance sheet, and certain purchase commitments that are not recognized, but are disclosed in the notes to our consolidated financial statements, such as future obligations related to our debt, operating leases, pension plans and vendor commitments. See Notes 6, 8, 11 and 20 to the consolidated financial statements for the year ended December 31, 2022 included in the 2022 Annual Report on Form 10-K for summary of our future obligations. As of December 31, 2022, a significant portion of these contractual obligations are related to payments for enterprise-wide information-technology service. In addition, during the third quarter of 2023, we entered into technology service contracts with an aggregate commitment of approximately $233 million over the next five years. These contracts are largely to replace certain existing technology service contracts expiring on December 31, 2023. Our future obligation is expected to be approximately $30 million in the fourth quarter of 2023, $62 million, $50 million, $42 million, $36 million and $13 million in 2024, 2025, 2026, 2027 and thereafter, respectively.
Note 8 -- Contingencies
In the ordinary course of business, we are involved in various pending and threatened litigation and regulatory matters related to our operations, such as claims brought by our clients in connection with commercial disputes, defamation claims by subjects of our reporting, and employment claims made by our current or former employees, some of which include claims for punitive or exemplary damages. Our ordinary course litigation may also include class action lawsuits, which make allegations related to various aspects of our business. From time to time, we are also subject to regulatory investigations or other proceedings by state and federal regulatory authorities as well as authorities outside of the U.S., some of which take the form of civil investigative demands or subpoenas. Some of these regulatory inquiries may result in the assessment of fines for violations of regulations or settlements with such authorities requiring a variety of remedies. We believe that none of these actions depart from customary litigation or regulatory inquiries incidental to our business.
We review lawsuits and other legal and regulatory matters (collectively "legal proceedings") on an ongoing basis when making accrual and disclosure decisions. When assessing reasonably possible and probable outcomes, management bases its decision on its assessment of the ultimate outcome assuming all appeals have been exhausted. For legal proceedings where it has been determined that a loss is both probable and reasonably estimable, a liability based on known facts and which represents our best estimate has been recorded. Actual losses may materially differ from the amounts recorded and the ultimate outcome of our pending cases is generally not yet determinable.
While some of these matters could be material to our operating results or cash flows for any particular period if an unfavorable outcome results, at present we do not believe the ultimate resolution of currently pending legal proceedings, either individually or in the aggregate, will have a material adverse effect on our financial condition.
In addition, in the normal course of business, and including without limitation, our merger and acquisition activities, strategic relationships and financing transactions, the Company indemnifies other parties, including clients, lessors and parties to other transactions with the Company, with respect to certain matters. We have agreed to hold the other parties harmless against losses arising from a breach of representations or covenants, or arising out of other claims made against certain parties. These agreements may limit the time within which an indemnification claim can be made and the amount of the claim. The Company has also entered into indemnity obligations with its officers and directors.

Right of Publicity Class Actions

DeBose v. Dun & Bradstreet Holdings, Inc., No. 2:22-cv-00209-ES-CLW (D.N.J.)

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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

On January 17, 2022, Plaintiff Rashad DeBose filed a Class Action Complaint against the Company, alleging that the Company used the purported class members’ names and personas to promote paid subscriptions to the Company’s Hoovers product website without consent, in violation of the Ohio right of publicity statute and Ohio common law prohibiting misappropriation of a name or likeness. On March 30, 2022, the Company filed a motion to dismiss the Complaint. The motion was briefed, and in November 2022 the Court requested supplemental briefing. Supplemental briefing was completed in January 2023. The Court has not yet set a date for oral argument. Discovery is ongoing.

In accordance with ASC 450 Contingencies, as the Company is continuing to investigate the claims and is still evaluating defenses, we therefore have no basis to determine that a loss in connection with this matter is probable, reasonably possible or estimable, and thus no reserve has been established nor has a range of loss been disclosed.

Batis v. Dun & Bradstreet Holdings, Inc., No. 4:22-cv-01924-AGT (N.D.Cal.)

On March 25, 2022, Plaintiff Odette R. Batis filed a Class Action Complaint against the Company, alleging that the Company used the purported class members’ names and personas to promote paid subscriptions to the Company’s Hoovers product website without consent, in violation of the California right of publicity statute, California common law prohibiting misappropriation of a name or likeness and California’s Unfair Competition Law. On June 30, 2022, the Company filed a motion to dismiss the Complaint pursuant to California’s anti-SLAPP statute. On February 10, 2023, the District Court denied the motion to dismiss. The decision was subject to an automatic right of appeal, and the Company has appealed the matter to the Ninth Circuit. Appellate briefing is now complete and no oral argument has yet been set. All discovery in the District Court is stayed until the appeal is decided.

In accordance with ASC 450 Contingencies, as the Company is continuing to investigate the claims and is still evaluating defenses, we therefore have no basis to determine that a loss in connection with this matter is probable, reasonably possible or estimable, and thus no reserve has been established nor has a range of loss been disclosed.

Note 9 -- Income Taxes
        
The effective tax rate for the three months ended September 30, 2023 was 171.9%, reflecting a tax benefit of $11.2 million on pre-tax loss of $6.5 million, compared to (70.9)% for the three months ended September 30, 2022, which reflected a tax benefit of $4.2 million on pre-tax income of $5.7 million. The change in the effective tax rate for the three months ended September 30, 2023 compared to the prior year quarter was primarily a result of increased earnings in certain jurisdictions taxed at lower tax rates and a reduction to the Global intangible low-taxed income ("GILTI") inclusion in the US due to an election allowing for the exclusion of certain income, partially offset by the impact of higher non-deductible equity compensation.

The effective tax rate for the nine months ended September 30, 2023 was 45.6%, reflecting a tax benefit of $40.5 million on pre-tax loss of $88.9 million, compared to 39.0% for the nine months ended September 30, 2022, which reflected a tax benefit of $13.6 million on pre-tax loss of $34.8 million. The change in the effective tax rate for the nine months ended September 30, 2023 compared to the prior year period was due to the same factors discussed above for the three months ended September 30, 2023.

Note 10 -- Pension and Postretirement Benefits
Net Periodic Pension Cost
The following table sets forth the components of the net periodic cost (income) associated with our pension plans and our postretirement benefit obligations:
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

Pension plansPostretirement benefit obligations
Three months ended September 30, Nine months ended September 30, Three months ended September 30, Nine months ended September 30,
20232022202320222023202220232022
Components of net periodic cost (income):
Service cost$0.4 $0.7 $1.2 $2.3 $— $— $— $— 
Interest cost16.3 8.8 48.4 26.4 — — — — 
Expected return on plan assets(20.2)(19.6)(60.1)(59.4)— — — — 
Amortization of prior service cost (credit)— — — — (0.1)(0.1)(0.3)(0.3)
Amortization of actuarial loss (gain)(0.6)— (1.8)— — — — — 
Net periodic cost (income)$(4.1)$(10.1)$(12.3)$(30.7)$(0.1)$(0.1)$(0.3)$(0.3)

Note 11 -- Stock Based Compensation
The following table sets forth the components of our stock-based compensation and expected tax benefit for the three and nine months ended September 30, 2023 and 2022 related to the plans in effect during the respective period:
Three months ended September 30, Nine months ended September 30,
Stock-based compensation expense:2023202220232022
Restricted stock and restricted stock units (1)
$18.1 $14.6 $53.8 $36.6 
Stock options2.7 3.3 12.3 4.9 
Incentive units— — — 2.4 
Total compensation expense$20.8 $17.9 $66.1 $43.9 
Expected tax benefit:
Restricted stock and restricted stock units$2.8 $1.6 $7.4 $4.7 
Stock options0.1 0.3 0.6 0.4 
Total expected tax benefit$2.9 $1.9 $8.0 $5.1 
(1)Higher expense for restricted stock and restricted stock units was primarily due to the full impact of our 2022 grants and the addition of our 2023 grants.

Stock Options

We accounted for stock options based on grant date fair value. Service condition options were valued using the Black-Scholes valuation model. Market condition options were valued using a Monte Carlo valuation model.

The following table summarizes the stock options activity for the nine months ended September 30, 2023:

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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

Stock options
Number of
options
Weighted-average
exercise price
Weighted-average remaining contractual term (in years)Aggregate intrinsic value
Balances, January 1, 202311,094,868 $19.296.8$—
Granted— $—
Forfeited(100,000)$22.00
Exercised— $—
Balances, September 30, 202310,994,868 $19.276.0$—
Expected to vest as of September 30, 20234,914,868 $15.898.9$—
Exercisable as of September 30, 20236,080,000 $22.003.8$—

As of September 30, 2023, total unrecognized compensation cost related to stock options was $9.3 million, which was expected to be recognized over a weighted average period of 1.8 years.

Restricted Stock and Restricted Stock Units

Restricted stock and restricted stock units are valued on the award grant date at the closing market price of our stock.

The following table summarizes the restricted stock and restricted stock units activity for the nine months ended September 30, 2023:

Restricted stock and Restricted stock units
Number of
shares
Weighted-average
grant date
fair value
Weighted-average remaining contractual term (in years)Aggregate intrinsic value
Balances, January 1, 20237,007,683 $17.281.2$85.9
Granted 4,958,925 $11.27
Forfeited(418,193)$15.92
Vested(2,658,048)$17.50
Balances, September 30, 20238,890,367 $13.851.3$88.8

As of September 30, 2023, total unrecognized compensation cost related to non-vested restricted stock and restricted stock units was $68.0 million, which is expected to be recognized over a weighted average period of 2.0 years.

Employee Stock Purchase Plan ("ESPP")

Under the Dun & Bradstreet Holdings, Inc. Employee Stock Purchase Plan, eligible employees are allowed to voluntarily make after-tax contributions ranging from 3% to 15% of eligible earnings. The Company contributes varying matching amounts to employees, as specified in the plan document, after a one year holding period. We recorded the associated expense of $0.6 million and $2.0 million for the three and nine months ended September 30, 2023, respectively, and $0.7 million and $2.6 million for the three and nine months ended September 30, 2022, respectively.
Note 12 -- Earnings (Loss) Per Share
Basic earnings (loss) per share is computed by dividing net income (loss) for the period by the weighted-average number of common shares outstanding during the period.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

In periods when we report net income, diluted earnings per share is calculated by dividing net income by the weighted average number of common shares outstanding during the period plus the dilutive effect of our outstanding stock incentive awards. For periods when we report a net loss, diluted earnings per share is equal to basic earnings per share, as the impact of our outstanding stock incentive awards is considered to be antidilutive.
The following table sets forth the computation of basic and diluted earnings (loss) per share:
 Three months ended September 30, Nine months ended September 30,
2023202220232022
Net income (loss) attributable to Dun & Bradstreet Holdings, Inc.$4.4 $8.0 $(48.7)$(25.1)
Weighted average number of shares outstanding-basic430,816,432 429,209,862 430,295,432 429,043,929 
Weighted average number of shares outstanding-diluted (1)
432,224,821 429,426,048 430,295,432 429,043,929 
Earnings (loss) per share of common stock attributable to Dun & Bradstreet Holdings, Inc.:
Basic$0.01 $0.02 $(0.11)$(0.06)
Diluted$0.01 $0.02 $(0.11)$(0.06)
(1)The weighted average number of shares outstanding used in the computation of diluted earnings per share for the three and nine months ended September 30, 2023 excludes the effect of 11.7 million and 11.9 million, respectively, of potentially issuable common shares, that are anti-dilutive to the diluted earnings per share computation. The weighted average number of shares outstanding used in the computation of diluted earnings per share for the effect of the three and nine months ended September 30, 2022 excludes the effect of 7.6 million and 7.7 million, respectively, of potentially issuable common shares, that are anti-dilutive to the diluted earnings per share computation.
Below is a reconciliation of our common stock issued and outstanding:

Common Shares
Treasury Shares (1)
Common Shares Outstanding
Shares as of December 31, 2022436,604,447 (886,920)435,717,527 
Shares issued for the three months ended March 31, 20234,278,981 N/A4,278,981 
Shares forfeited for the three months ended March 31, 2023 (2)
(638,904)N/A(638,904)
Shares as of March 31, 2023440,244,524 (886,920)439,357,604 
Shares issued for the three months ended June 30, 202339,965 N/A39,965 
Shares forfeited for the three months ended June 30, 2023 (2)
(165,514)N/A(165,514)
Shares as of June 30, 2023440,118,975 (886,920)439,232,055 
Shares issued for the three months ended September 30, 2023136,822 N/A136,822 
Shares forfeited for the three months ended September 30, 2023 (2)
(392,222)N/A(392,222)
Shares as of September 30, 2023439,863,575 (886,920)438,976,655 
(1)Primarily related to the forfeiture of unvested incentive units granted prior to the IPO.
(2)Includes shares surrendered related to payroll tax withheld for the vested restricted shares.

The following dividends were declared by our Board of Directors and subsequently paid during the nine months ended September 30, 2023:
Declaration DateRecord DatePayment DateDividends Per Share
February 9, 2023March 2, 2023March 16, 2023$0.05 
April 26, 2023June 1, 2023June 15, 2023$0.05 
July 26, 2023September 7, 2023September 21, 2023$0.05 
Dividends accrued for restricted shares are contingent and payable upon vesting of the underlying restricted shares.

Note 13 -- Financial Instruments

The Company is exposed to global market risks, including risks from changes in foreign exchange rates and changes in interest rates. Accordingly, we use derivatives to manage the aforementioned financial exposures that occur in
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(Tabular dollar amounts, except share data and per share data, in millions)

the normal course of business. We do not use derivatives for trading or speculative purposes. By their nature, all such instruments involve risk, including the credit risk of non-performance by counterparties. However, at September 30, 2023 and December 31, 2022, there was no significant risk of loss in the event of non-performance of the counterparties to these financial instruments. We control our exposure to credit risk through monitoring procedures and by selection of reputable counterparties. Collateral is generally not required for these types of investments.
Our trade receivables do not represent a significant concentration of credit risk at September 30, 2023 and December 31, 2022, because we sell to a large number of clients in different geographical locations and industries.
Interest Rate Risk Management
Our objective in managing our exposure to interest rates is to limit the impact of interest rate changes on our earnings, cash flows and financial position, and to lower our overall borrowing costs. To achieve these objectives, we maintain a practice that floating-rate debt be managed within a minimum and maximum range of our total debt exposure. To manage our exposure and limit volatility, we may use fixed-rate debt, floating-rate debt and/or interest rate swaps. We recognize all derivative instruments as either assets or liabilities at fair value in the consolidated balance sheet.
We use interest rate swaps to manage the impact of interest rate changes on our earnings. Under the swap agreements, we make monthly payments based on the fixed interest rate and receive monthly payments based on the floating rate. The purpose of the swaps is to mitigate the variation of future cash flows from changes in the floating interest rates on our existing debt. The swaps are designated and accounted for as cash flow hedges. Changes in the fair value of the hedging instruments are recorded in other comprehensive income (loss) ("OCI"), net of tax, and reclassified to earnings in the same line item associated with the hedged item when the hedged item impacts earnings.
Effective on August 28, 2023, we amended our interest rate swap agreements with an aggregate notional amount of $1,000 million that mature on March 27, 2024 ("2024 interest rate swaps"). The amendments extend the maturity date to March 27, 2025. Under the amended agreements, the Company pays a fixed rate of 3.214% and receives the one-month SOFR rate. As a result of the amendment, the 2024 interest rate swaps were de-designated and the unrealized gain of $29.0 million included within accumulated other comprehensive income (loss) was frozen and will be systematically reclassified to earnings as a reduction to interest expense over the original term of the 2024 interest rate swaps. Additionally, the amended swaps had an aggregate fair value of $29.0 million at inception and will be ratably recorded to accumulated other comprehensive income (loss) and reclassified to earnings as an increase to interest expense over the term of the amended interest rate swaps. At the inception of the amended interest rate swaps, we performed quantitative effectiveness assessment and determined that the swaps qualified for cash flow hedge accounting. Changes in the fair value of the hedging instruments are recorded in OCI, net of tax, and reclassified to earnings in the same line item associated with the hedged item when the hedged item impacts earnings. Additionally, we will perform quantitative tests to assess hedging effectiveness over the remaining life of the amended swaps.
On February 2, 2023, the Company entered into three-year interest rate swaps with an aggregate notional amount of $1,500 million, effective January 27, 2023 through February 8, 2026. For these swaps, the Company pays a fixed rate of 3.695% and received the one-month LIBOR rate through June 27, 2023 and receive the one-month Term SOFR rate after June 27, 2023 for the remainder of the term.
During the second quarter of 2023, we modified our Senior Secured Credit Facility to complete the transition of reference rate from LIBOR to SOFR. As a result, our interest rate swap agreements which previously received one-month LIBOR interest were also modified to receive one-month SOFR interest. We utilized the expedients set forth in ASC Topic 848, including those relating to derivative instruments used in hedging relationships. This transition did not result in a financial impact to our consolidated financial statements.
The notional amount of the interest rate swaps was $2,750 million and $1,250 million at September 30, 2023 and December 31, 2022, respectively.
The following table summarizes our interest rate swaps as of September 30, 2023:
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(Tabular dollar amounts, except share data and per share data, in millions)

Expiration datesNotional amountFixed rate
February 8, 2026$1,5003.695%
March 27, 20251,0003.214%
February 27, 20252501.629%
Total interest rate swaps$2,750
Foreign Exchange Risk Management
Our objective in managing exposure to foreign currency fluctuations is to reduce the volatility caused by foreign exchange rate changes on the earnings, cash flows and financial position of our international operations. From time to time, we follow a practice of hedging certain balance sheet positions denominated in currencies other than the functional currency applicable to each of our various subsidiaries. In addition, we are subject to foreign exchange risk associated with our international earnings and net investments in our foreign subsidiaries. We may use short-term, foreign exchange forward and, from time to time, option contracts to execute our hedging strategies. Certain derivatives are designated as accounting hedges.
Foreign exchange forward contracts
To decrease earnings volatility, we currently hedge substantially all our intercompany balance positions denominated in a currency other than the functional currency applicable to each of our various subsidiaries with short-term, foreign exchange forward contracts. The underlying transactions and the corresponding foreign exchange forward contracts are marked to market at the end of each quarter and the fair value impacts are reflected within “Non-operating income (expense) – net” in the condensed consolidated statements of operations and comprehensive income (loss).
These contracts are denominated primarily in the British pound sterling, the Euro, the Swedish Krona, and the Norwegian Krone. Our foreign exchange forward contracts are not designated as hedging instruments under authoritative guidance and typically have maturities of 12 months or less.
As of September 30, 2023 and December 31, 2022, the notional amounts of our foreign exchange contracts were $507.3 million and $455.1 million, respectively.
Cross-currency interest rate swaps
To protect the value of our investments in our foreign operations against adverse changes in foreign currency exchange rates, we hedge a portion of our net investment in one or more of our foreign subsidiaries by using cross-currency interest rate swaps. Cross currency swaps are designated as net investment hedges of a portion of our foreign investments denominated in the non-U.S. dollar currency. The component of the gains and losses on our net investment in these designated foreign operations driven by changes in foreign exchange rates, are partly offset by movements in the fair value of our cross-currency swap contracts. The change in the fair value of the swaps in each period is reported in OCI, net of tax. Such amounts will remain in accumulated OCI until the liquidation or substantial liquidation of our investment in the underlying foreign operations. Through the respective maturity dates of each of the swap contracts, we receive monthly fixed-rate interest payments, which are recorded as contra expense within "Interest expense" in the condensed consolidated statements of operations and comprehensive income (loss). They are designated as net investment hedges of a portion of our foreign investments denominated in the Euro currency.
On July 15, 2022, we executed three tranches of cross currency swaps, each with a notional amount of $125 million (€124 million) at two, three, and four-year terms, where we receive USD coupons at fixed rates of 2.205%, 1.883%, and 1.723%, respectively, and pay EUR coupons of 0%. On the maturity date of each tranche, we will receive the notional amount of $125 million, and pay the counterparty €124 million. We received aggregate payments of $1.8 million and $5.4 million for the three and nine months ended September 30, 2023, respectively, and $1.5 million for the three and nine months ended September 30, 2022. These payments were recorded as contra expense within "Interest expense" in the condensed consolidated statements of operations and comprehensive income (loss).
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On April 28, 2022, we executed three tranches of cross currency swaps, each with a notional amount of $125 million (€119 million) at two, three, and four-year terms, where we received USD coupons at fixed rates of 2.187%, 1.997%, and 1.855%, respectively, and pay EUR coupons of 0%. These swaps were terminated on July 15, 2022 and replaced with new swaps with similar notional amounts (see discussion above). Upon the termination of the swaps, we received cash of $14.2 million, which was reported in OCI and will remain within accumulated OCI until the period in which a disposal or substantial liquidation of the entities being hedged occurs. In addition, for the three and nine months ended September 30, 2022, aggregate payments of $0.3 million and $1.6 million, respectively, were recorded as contra expense within "Interest expense" in the condensed consolidated statements of operations and comprehensive income (loss).
On April 13, 2022, the Company entered into three tranches of cross currency interest rate swaps, each with a notional amount of $125 million (€116 million) at two, three, and four-year terms, where we received USD coupons at fixed rates of 1.920%, 1.730%, and 1.550%, respectively, and pay EUR coupons of 0%. These swaps were terminated on April 28, 2022. Upon the termination of the swaps, we received $5.8 million, which was reported in OCI and will remain within accumulated OCI until the period in which a disposal or substantial liquidation of the entities being hedged occurs.
Fair Values of Derivative Instruments in the Condensed Consolidated Balance Sheets:
 
 Asset derivativesLiability derivatives
 September 30, 2023December 31, 2022September 30, 2023December 31, 2022
 Balance sheet
location
Fair valueBalance sheet
location
Fair valueBalance sheet
location
Fair valueBalance sheet
location
Fair value
Derivatives designated as hedging instruments:
Cash flow hedge derivative:
Interest rate swapsOther current assets$73.1 Other current assets$65.7 Other accrued &
current liabilities
$— Other accrued &
current liabilities
$— 
Net investment hedge derivative:
Cross-currency swapsOther current assets— Other current assets— Other accrued &
current liabilities
16.3 Other accrued &
current liabilities
17.1 
Total derivatives designated as hedging instruments$73.1 $65.7 $16.3 $17.1 
Derivatives not designated as hedging instruments:
Foreign exchange forward contractsOther current
assets
$0.4 Other current
assets
$3.5 Other accrued &
current liabilities
$1.6 Other accrued &
current liabilities
$0.3 
Total derivatives not designated as hedging instruments$0.4 $3.5 $1.6 $0.3 
Total derivatives$73.5 $69.2 $17.9 $17.4 


The Effect of Derivative Instruments on the Condensed Consolidated Statement of Operations and Comprehensive Income (Loss):
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Amount of pre-tax net gain or (loss) recognized in OCI on derivative
Amount of gain or (loss) reclassified from accumulated OCI into incomeAmount of gain or (loss) recognized in income on derivative
Three months ended September 30, Three months ended September 30, Three months ended September 30,
Derivatives designated as hedging instruments20232022Location of gain or (loss) reclassified from accumulated OCI into income20232022Location of gain or (loss) recognized in income on derivative20232022
Cash flow hedge derivative:
   Interest rate swaps$(5.8)$17.0 Interest expense$20.6 $4.8 Interest expense$20.6 $4.8 
Net investment hedge derivative:
   Cross-currency swaps$9.9 $22.4  $— $—  $— $— 
Amount of pre-tax gain or (loss) recognized in OCI on derivativeAmount of gain or (loss) reclassified from accumulated OCI into incomeAmount of gain or (loss) recognized in income on derivative
Nine months ended September 30, Nine months ended September 30, Nine months ended September 30,
Derivatives designated as hedging instruments20232022Location of gain or (loss) reclassified from accumulated OCI into income20232022Location of gain or (loss) recognized in income on derivative20232022
Cash flow hedge derivative:
   Interest rate swaps$4.6 $59.3 Interest expense$53.6 $3.9 Interest expense$53.6 $3.9 
Net investment hedge derivative:
   Cross-currency swaps$0.8 $29.9  $— $—  $— $— 
Amount of gain (loss) recognized in income on derivatives
Three months ended September 30, Nine months ended September 30,
Derivatives not designated as hedging instrumentsLocation of gain or (loss) recognized in income on derivatives2023202220232022
Foreign exchange forward contractsNon-operating income (expense) – net$(7.2)$(14.4)$3.7 $(29.3)

The net amount related to the interest rate swaps expected to be reclassified into earnings over the next 12 months is approximately $55 million.
Fair Value of Financial Instruments
Our financial assets and liabilities that are reflected in the condensed consolidated financial statements include derivative financial instruments, cash and cash equivalents, accounts receivable, other receivables, accounts payable, short-term borrowings and long-term borrowings.
The following table summarizes fair value measurements by level at September 30, 2023 for assets and liabilities measured at fair value on a recurring basis:
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(Tabular dollar amounts, except share data and per share data, in millions)

Quoted prices in
active markets
for identical
assets (level I)
Significant other
observable
inputs (level II)
Significant
unobservable
inputs
(level III)
Balance at September 30, 2023
Assets:
Cash equivalents (1)
$0.8 $— $— $0.8 
Other current assets:
Foreign exchange forwards (2)
$— $0.4 $— $0.4 
Interest rate swap arrangements (3)
$— $73.1 $— $73.1 
Liabilities:
Other accrued and current liabilities:
Foreign exchange forwards (2)
$— $1.6 $— $1.6 
Cross-currency swap arrangements (3)
$— $16.3 $— $16.3 

The following table summarizes fair value measurements by level at December 31, 2022 for assets and liabilities measured at fair value on a recurring basis:
Quoted prices in
active markets
for identical
assets (level I)
Significant other
observable
inputs (level II)
Significant
unobservable
inputs
(level III)
Balance at December 31, 2022
Assets:
Cash equivalents (1)
$0.9 $— $— $0.9 
Other current assets:
Foreign exchange forwards (2)
$— $3.5 $— $3.5 
Interest rate swap arrangements (3)
$— $65.7 $— $65.7 
Liabilities:
Other accrued and current liabilities:
Foreign exchange forwards (2)
$— $0.3 $— $0.3 
Cross-currency swap arrangements (3)
$— $17.1 $— $17.1 
(1)The carrying value of cash equivalents represents fair value as they consist of highly liquid investments with an initial term from the date of purchase by the Company to maturity of three months or less.
(2)Fair value is determined based on observable market data and considers a factor for nonperformance in the valuation.
(3)Fair value is determined based on observable market data.
There were no transfers between Levels I and II or transfers in or transfers out of Level III in the fair value hierarchy for both the nine months ended September 30, 2023 and 2022.
At September 30, 2023 and December 31, 2022, the fair value of cash and cash equivalents, accounts receivable, other receivables and accounts payable approximated carrying value due to the short-term nature of these instruments. The estimated fair values of other financial instruments subject to fair value disclosures, determined based on valuation models using discounted cash flow methodologies with market data inputs from globally recognized data providers and third-party quotes from major financial institutions (categorized as Level II in the fair value hierarchy), are as follows:
 
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 Balance at
 September 30, 2023December 31, 2022
 Carrying
amount
Fair valueCarrying
amount
Fair value
Long-term debt (1)
$454.6 $397.0 $454.0 $390.9 
Revolving facility$114.6 $113.9 $50.3 $49.9 
Term loans (2)
$3,069.4 $3,062.4 $3,080.6 $3,085.9 
(1)Represents the 5.000% Senior Unsecured Notes.
(2)Includes short-term and long-term portions of the Term Loan Facility.
Items Measured at Fair Value on a Nonrecurring Basis
In addition to assets and liabilities that are recorded at fair value on a recurring basis, we record assets and liabilities at fair value on a nonrecurring basis as required by GAAP. Generally, assets are recorded at fair value on a nonrecurring basis as a result of impairment charges and for acquisition accounting in accordance with the guidance in ASC 805 "Business Combinations."

Note 14 -- Accumulated Other Comprehensive Income (Loss)
The following table summarizes the changes in the accumulated balances for each component of accumulated other comprehensive income (loss) ("AOCI"):
Foreign currency translation adjustmentsNet investment hedge derivativeDefined benefit pension plansCash flow hedge derivative Total
Balance, January 1, 2023$(172.3)$2.0 $(58.1)$48.4 $(180.0)
Other comprehensive income (loss) before reclassifications(33.6)3.1 — 51.3 20.8 
Amounts reclassified from accumulated other comprehensive income (loss), net of tax— — (2.0)(47.3)(49.3)
Balance, September 30, 2023$(205.9)$5.1 $(60.1)$52.4 $(208.5)
Balance, January 1, 2022$(52.6)$— $(11.9)$7.4 $(57.1)
Other comprehensive income (loss) before reclassifications(212.8)21.9 — 46.2 (144.7)
Amounts reclassified from accumulated other comprehensive income (loss), net of tax— — (0.2)(2.8)(3.0)
Balance, September 30, 2022$(265.4)$21.9 $(12.1)$50.8 $(204.8)
The following table summarizes the reclassifications out of AOCI:
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Amount reclassified from accumulated other comprehensive income (loss)
Three months ended September 30, Nine months ended September 30,
Details about accumulated other comprehensive income (loss) componentsAffected line item in the statement where net income (loss) is presented2023202220232022
Defined benefit pension plans:
Amortization of prior service costsOther income (expense) - net$(0.1)$(0.1)$(0.3)$(0.3)
Amortization of actuarial gain/lossOther income (expense) - net(0.6)— (1.8)— 
Cash flow hedge derivative:
Interest rate swapsInterest expense(20.6)(4.8)(53.6)(3.9)
Total before tax(21.3)(4.9)(55.7)(4.2)
Tax benefit (expense)(2.3)1.4 6.4 1.2 
Total reclassifications for the period, net of tax$(23.6)$(3.5)$(49.3)$(3.0)

Note 15 -- Goodwill and Intangible Assets

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Computer Software and Goodwill:
Computer softwareGoodwill
January 1, 2023$631.8 $3,431.3 
Additions at cost (1)
44.0 — 
Amortization(34.9)— 
Impairment / Write-off(0.3)— 
Other (2)
2.2 4.4 
March 31, 2023$642.8 $3,435.7 
Additions at cost (1)
52.2 — 
Amortization(37.4)— 
Impairment / Write-off(0.9)— 
Other (2)
— (13.3)
June 30, 2023$656.7 $3,422.4 
Additions at cost (1)
39.8 — 
Amortization(39.5)— 
Other (2)
(6.1)(8.5)
September 30, 2023$650.9 $3,413.9 
January 1, 2022$557.4 $3,493.3 
Additions at cost (1)
43.4 — 
Amortization(30.3)— 
Other (2)
(7.1)(17.9)
March 31, 2022$563.4 $3,475.4 
Additions at cost (1)
61.9 — 
Amortization(31.8)— 
Other (2)
(14.6)(38.3)
June 30, 2022$578.9 $3,437.1 
Additions at cost (1)
57.3 — 
Amortization(30.7)— 
Impairment / Write-off(1.1)— 
Other (2)
(15.7)(36.3)
September 30, 2022$588.7 $3,400.8 

Other Intangibles:
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Customer relationshipsReacquired rightsDatabaseOther indefinite-lived intangiblesOther intangiblesTotal
January 1, 2023$1,536.7 $245.5 $1,100.0 $1,280.0 $157.9 $4,320.1 
Additions at cost— — — — 0.1 0.1 
Amortization(56.8)(4.7)(41.0)— (4.2)(106.7)
Other (2)
1.1 2.8 0.1 — 1.1 5.1 
March 31, 2023$1,481.0 $243.6 $1,059.1 $1,280.0 $154.9 $4,218.6 
Additions at cost— — — — 0.1 0.1 
Amortization(55.1)(4.8)(39.8)— (4.2)(103.9)
Other (2)
(1.5)— (1.7)— 1.7 (1.5)
June 30, 2023$1,424.4 $238.8 $1,017.6 $1,280.0 $152.5 $4,113.3 
Additions at cost— — — — 0.1 0.1 
Amortization(55.0)(4.7)(39.7)— (4.3)(103.7)
Other (2)
(1.9)(6.6)(0.7)— (2.1)(11.3)
September 30, 2023$1,367.5 $227.5 $977.2 $1,280.0 $146.2 $3,998.4 
January 1, 2022$1,793.3 $284.7 $1,285.1 $1,280.0 $181.4 $4,824.5 
Additions at cost— — — — 0.2 0.2 
Amortization(61.9)(5.1)(44.6)— (4.2)(115.8)
Other (2)
(4.7)(7.9)(4.6)— (2.0)(19.2)
March 31, 2022$1,726.7 $271.7 $1,235.9 $1,280.0 $175.4 $4,689.7 
Additions at cost— — — — 0.2 0.2 
Amortization(59.7)(4.7)(43.2)— (4.4)(112.0)
Other (2)
(9.6)(15.7)(5.9)— (5.0)(36.2)
June 30, 2022$1,657.4 $251.3 $1,186.8 $1,280.0 $166.2 $4,541.7 
Additions at cost— — — — 0.2 0.2 
Amortization(59.4)(4.5)(43.0)— (4.2)(111.1)
Other (2)
(8.5)(16.6)(4.9)— (4.9)(34.9)
September 30, 2022$1,589.5 $230.2 $1,138.9 $1,280.0 $157.3 $4,395.9 
(1)Primarily related to software-related enhancements on products and purchased software.
(2)Primarily due to the impact of foreign currency fluctuations.
Note 16 -- Segment Information
Our segment disclosure is intended to provide the users of our condensed consolidated financial statements with a view of the business that is consistent with management of the Company.
We manage our business and report our financial results through the following two segments:
North America offers Finance & Risk and Sales & Marketing data, analytics and business insights in the United States and Canada; and
International offers Finance & Risk and Sales & Marketing data, analytics and business insights directly in the U.K., Europe, Greater China and India and indirectly through our WWN alliances.
We use adjusted EBITDA as the primary profitability measure for making decisions regarding ongoing operations. We define adjusted EBITDA as net income (loss) attributable to Dun & Bradstreet Holdings, Inc. excluding the following items: (i) depreciation and amortization; (ii) interest expense and income; (iii) income tax benefit or provision; (iv) other non-operating expenses or income; (v) equity in net income of affiliates; (vi) net income attributable to non-controlling interests; (vii) equity-based compensation; (viii) restructuring charges; (ix) merger and acquisition-related operating costs; (x) transition costs primarily consisting of non-recurring expenses associated with transformational and integration activities, as well as incentive
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(Tabular dollar amounts, except share data and per share data, in millions)

expenses associated with our synergy program; and (xi) other adjustments primarily related to non-cash charges and gains, including impairment charges and adjustments as the result of the application of purchase accounting mainly in 2022 related to the deferred commission cost amortization associated with the take-private transaction in February 2019 (the "Take-Private Transaction"). In addition, other adjustments also include non-recurring charges such as legal expense associated with significant legal and regulatory matters. Our client solution sets are Finance & Risk and Sales & Marketing. Inter-segment sales are immaterial, and no single client accounted for 10% or more of our total revenue.
Three months ended September 30, Nine months ended September 30,
 2023202220232022
Revenue:
North America$421.4 $403.6 $1,187.7 $1,152.2 
International167.1 152.7 495.9 477.4 
Consolidated total$588.5 $556.3 $1,683.6 $1,629.6 

Three months ended September 30, Nine months ended September 30,
 2023202220232022
Adjusted EBITDA:
North America$195.6 $188.4 $519.6 $503.1 
International55.5 51.6 160.2 153.2 
         Corporate and other(15.7)(17.0)(48.2)(43.2)
Consolidated total$235.4 $223.0 $631.6 $613.1 
Depreciation and amortization(146.7)(145.1)(437.1)(441.5)
Interest expense - net(55.3)(48.6)(164.2)(137.1)
Benefit (provision) for income taxes11.2 4.2 40.5 13.6 
Other income (expense) - net(3.3)8.8 (1.2)10.7 
Equity in net income of affiliates0.6 0.5 2.1 1.8 
Net income (loss) attributable to non-controlling interest(0.9)(2.4)(2.4)(5.7)
Equity-based compensation(20.8)(17.9)(66.1)(43.9)
Restructuring charges(1.6)(6.6)(10.4)(14.3)
Merger, acquisition and divestiture-related operating costs(1.4)(5.3)(5.4)(17.3)
Transition costs (1)
(11.7)(4.8)(31.1)(13.7)
Other adjustments (2)
(1.1)2.2 (5.0)9.2 
Net income (loss) attributable to Dun & Bradstreet Holdings, Inc.$4.4 $8.0 $(48.7)$(25.1)
(1)Transition costs primarily consist of non-recurring expenses associated with transformational and integration activities, as well as incentive expenses associated with our synergy program.
(2)Adjustments for 2023 were primarily related to legal fees associated with ongoing legal matters discussed in Note 8 and impairment charges. Adjustments for 2022 were primarily related to non-cash purchase accounting adjustments for deferred commission costs associated with the Take-Private Transaction.

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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

Three months ended September 30, Nine months ended September 30,
 2023202220232022
Depreciation and amortization:
North America$24.3 $16.9 $66.8 $53.5 
International5.1 3.8 15.3 10.8 
            Total segments29.4 20.7 82.1 64.3 
       Corporate and other (1)
117.3 124.4 355.0 377.2 
Consolidated total$146.7 $145.1 $437.1 $441.5 
Capital expenditures:
North America (2)
$0.5 $1.5 $1.9 $7.3 
International0.6 1.1 1.3 2.8 
           Total segments1.1 2.6 3.2 10.1 
        Corporate and other— 0.1 0.5 0.1 
Consolidated total$1.1 $2.7 $3.7 $10.2 
Additions to computer software and other intangibles:
North America$16.4 $39.4 $85.1 $112.5 
International6.0 9.2 20.5 23.5 
           Total segments22.4 48.6 105.6 136.0 
        Corporate and other11.9 2.7 20.6 7.0 
Consolidated total$34.3 $51.3 $126.2 $143.0 

(1)Depreciation and amortization for Corporate and other includes incremental amortization resulting from the Take-Private Transaction and other acquisitions.
(2)We entered into equipment finance lease agreements on December 21, 2022 and recognized $4.1 million for both right of use assets and lease liabilities reported within "Property, plant and equipment" and "Other accrued and current liabilities", respectively, as of December 31, 2022. During the nine months ended September 30, 2023, we recognized additional $7.2 million right of use assets reported within "Property, plant and equipment." The liabilities of $11.3 million were paid off in January 2023 and reported as cash used for financing activities within our condensed consolidated statement of cash flows for the nine months ended September 30, 2023.

Supplemental Geographic and Customer Solution Set Information:
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

September 30,
2023
December 31,
2022
Assets:
    North America$7,646.6 $7,919.4 
    International1,488.6 1,552.5 
Consolidated total$9,135.2 $9,471.9 
Goodwill:
    North America$2,929.6 $2,929.6 
    International484.3 501.7 
Consolidated total$3,413.9 $3,431.3 
Other intangibles:
    North America$3,539.3 $3,805.7 
    International459.1 514.4 
Consolidated total$3,998.4 $4,320.1 
Other long-lived assets (1):
    North America$824.8 $809.1 
    International197.1 191.5 
Consolidated total$1,021.9 $1,000.6 
Total long-lived assets (1)
$8,434.2 $8,752.0 
(1)Excludes deferred income tax of $15.4 million and $16.0 million as of September 30, 2023 and December 31, 2022, respectively, included within "Other non-current assets" in the condensed consolidated balance sheet. See Note 7 for additional details.


Three months ended September 30, Nine months ended September 30,
Customer Solution Set Revenue:2023202220232022
 
North America (1):
    Finance & Risk$234.9 $224.1 $646.7 $635.8 
    Sales & Marketing 186.5 179.5 541.0 516.4 
Total North America$421.4 $403.6 $1,187.7 $1,152.2 
International:
    Finance & Risk$113.6 $102.2 $332.2 $313.1 
    Sales & Marketing 53.5 50.5 163.7 164.3 
Total International$167.1 $152.7 $495.9 $477.4 
Total Revenue:
    Finance & Risk$348.5 $326.3 $978.9 $948.9 
    Sales & Marketing240.0 230.0 704.7 680.7 
Total Revenue$588.5 $556.3 $1,683.6 $1,629.6 
(1)Substantially all of the North America revenue is attributable to the United States.

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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Unaudited) - Continued
(Tabular dollar amounts, except share data and per share data, in millions)

Note 17 -- Related Parties
The following describes certain transactions and agreements in which the Company and our affiliates, executive officers and certain directors are involved.
After the completion of the Take-Private Transaction on February 8, 2019, our parent entity was collectively controlled by entities affiliated with Bilcar, LLC ("Bilcar"), Thomas H. Lee Partners, L.P. ("THL"), Cannae Holdings, Inc. ("Cannae Holdings"), Black Knight, Inc. ("Black Knight") and CC Capital Partners LLC ("CC Capital"), collectively the "Investor Consortium." Subsequent to the close of the IPO and the concurrent private placement on July 6, 2020, the Investor Consortium continued to be able to exercise significant voting influence over fundamental and significant corporate matters and transactions by their agreement to vote in favor of the election of five members of our board of directors, which expired on June 30, 2023. Upon the expiration of the voting agreement on June 30, 2023, Black Knight and CC Capital are no longer considered to be related parties.
Our Chief Executive Officer Anthony Jabbour also served as the Chairman and Chief Executive Officer of Black Knight until May 16, 2022, at which time he transitioned to the role of Executive Chairman of the board of directors of Black Knight until September 5, 2023. Mr. Jabbour is also a member of the board of directors of Paysafe Limited ("Paysafe"), which is an investment held by Cannae Holdings and accounted for as equity investment. Additionally, William P. Foley II, our Executive Chairman of the board, also serves as Chairman of Cannae Holdings. Richard N. Massey, a member of the Company’s board of directors, serves as Chief Executive Officer and as a director of Cannae Holdings. Certain of our key employees have dual responsibilities among the Investor Consortium.
In December 2022, Paysafe signed a 63 month lease agreement with D&B for the occupancy of the fourth floor of our headquarters building in Jacksonville, Florida. Total rental payments over the lease term will aggregate to $4.2 million. We recognized expense credit of $0.1 million and $0.4 million for the three and nine months ended September 30, 2023 and recorded $0.1 million within "Other current assets" and "Other non-current liabilities" as of September 30, 2023.

In June 2021, we entered into a five-year agreement with Black Knight. Pursuant to the agreement, D&B will receive total data license fees of approximately $24 million over a five-year period. Also over the five-year period, Black Knight is engaged to provide certain products and data, as well as professional services for an aggregate fee of approximately $34 million. In addition, D&B and Black Knight will jointly market certain solutions and data. The agreement was approved by our Audit Committee. Related party revenue and expenses recorded in 2023 through June 30, 2023 were $3.4 million and $1.0 million, respectively. We recorded revenue of $3.3 million for the nine months ended September 30, 2022, and operating expenses of $0.5 million and $1.5 million for the three and nine months ended September 30, 2022, respectively. We included payments to Black Knight of $2.7 million within "Other prepaids" and a receivable from Black Knight of $0.8 million within "Accounts receivable" at December 31, 2022. We included a liability to Black Knight of $2.6 million, of which $0.9 million was within "Other accrued and current liabilities" and $1.7 million was within "Other non-current liabilities" at December 31, 2022.

In September 2021, we entered into a 10-year agreement with Paysafe. Pursuant to the agreement, D&B provides data license and risk management solution services to Paysafe. The agreement is cancellable by either party without penalty at each annual anniversary of the contract effective date by providing written notice not less than 90 days prior to the anniversary date. The agreement was approved by our Audit Committee. In connection with the agreements associated with Paysafe, we recognized revenue of $5.8 million and $9.4 million for the three and nine months ended September 30, 2023, respectively, and $5.9 million and $8.3 million for the three and nine months ended September 30, 2022, respectively. As of September 30, 2023 and December 31, 2022, we included a receivable from Paysafe of $3.9 million and $3.6 million, respectively, within "Accounts receivable." As of September 30, 2023 and December 31, 2022, we included a liability to Paysafe of $0.1 million within "Other non-current liabilities."

In the normal course of business, we reimburse affiliates for certain travel costs incurred by Dun & Bradstreet Holdings, Inc. executives and board members.

Note 18 -- Subsequent Event

On October 26, 2023, our Board of Directors declared a quarterly cash dividend of $0.05 per share of common stock. The dividend will be payable on December 21, 2023, to shareholders of record as of December 7, 2023.
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Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations

The statements contained in this report that are not purely historical are forward-looking statements, including statements regarding expectations, hopes, intentions or strategies regarding the future. Forward-looking statements are based on Dun & Bradstreet’s management’s beliefs, as well as assumptions made by, and information currently available to, them. Forward-looking statements can be identified by words such as "anticipates," "intends," "plans," "seeks," "believes," "estimates," "expects" and similar references to future periods, or by the inclusion of forecasts or projections. Examples of forward-looking statements include, but are not limited to, statements we make regarding the outlook for our future business and financial performance, such as those contained in "Management’s Discussion and Analysis of Financial Condition and Results of Operations" ("MD&A"). Because such statements are based on expectations as to future financial and operating results and are not statements of fact, actual results may differ materially from those projected. It is not possible to predict or identify all risk factors. Consequently, the risks and uncertainties listed below should not be considered a complete discussion of all of our potential trends, risks and uncertainties. We undertake no obligation to update any forward-looking statements, whether as a result of new information, future events or otherwise.
The risks and uncertainties that forward-looking statements are subject to include, but are not limited to: (i) our ability to implement and execute our strategic plans to transform the business; (ii) our ability to develop or sell solutions in a timely manner or maintain client relationships; (iii) competition for our solutions; (iv) harm to our brand and reputation; (v) unfavorable global economic conditions including, but not limited to, volatility in interest rates, foreign currency markets, inflation, and supply chain disruptions; (vi) risks associated with operating and expanding internationally; (vii) failure to prevent cybersecurity incidents or the perception that confidential information is not secure; (viii) failure in the integrity of our data or systems; (ix) system failures and personnel disruptions, which could delay the delivery of our solutions to our clients; (x) loss of access to data sources or ability to transfer data across the data sources in markets where we operate; (xi) failure of our software vendors and network and cloud providers to perform as expected or if our relationship is terminated; (xii) loss or diminution of one or more of our key clients, business partners or government contracts; (xiii) dependence on strategic alliances, joint ventures and acquisitions to grow our business; (xiv) our ability to protect our intellectual property adequately or cost-effectively; (xv) claims for intellectual property infringement; (xvi) interruptions, delays or outages to subscription or payment processing platforms; (xvii) risks related to acquiring and integrating businesses and divestitures of existing businesses; (xviii) our ability to retain members of the senior leadership team and attract and retain skilled employees; (xix) compliance with governmental laws and regulations; (xx) risks related to registration and other rights held by certain of our largest shareholders; (xxi) an outbreak of disease, global or localized health pandemic or epidemic, or the fear of such an event (such as the COVID-19 global pandemic), including the global economic uncertainty and measures taken in response; (xxii) the short- and long-term effects of the COVID-19 global pandemic, including the pace of recovery or any future resurgence; (xxiii) increased economic uncertainty related to the ongoing conflict between Russia and Ukraine, the conflict in the Middle East, and associated trends in macroeconomic conditions, and (xxiv) the other factors described under the headings “Risk Factors,” “Management’s Discussion and Analysis of Financial Condition and Results of Operations,” and elsewhere in our consolidated financial statements for the year ended December 31, 2022, included in our Annual Report on Form 10-K filed with the Securities and Exchange Commission ("SEC") on February 23, 2023, as well as the unaudited consolidated financial statements and the related notes presented in Part I, Item 1, of this Quarterly Report on Form 10-Q and the Company’s other reports or documents filed with the SEC.

The following discussion and analysis of Dun & Bradstreet Holdings, Inc.’s financial condition and results of operations is provided as a supplement to the unaudited condensed consolidated financial statements for the three and nine months ended September 30, 2023, and should be read in conjunction with the audited consolidated financial statements for the year ended December 31, 2022, our “Risk Factors,” and “Management’s Discussion and Analysis of Financial Condition and Results of Operations” included in our Annual Report on Form 10-K filed with the Securities and Exchange Commission on February 23, 2023. References in this discussion and analysis to “the Company,” “Dun & Bradstreet,” “D&B,” “we,” “us” and “our” refer to Dun & Bradstreet Holdings, Inc. and its subsidiaries.
Business Overview

Dun & Bradstreet is a leading global provider of business decisioning data and analytics. Our mission is to deliver a global network of trust, enabling clients to transform uncertainty into confidence, risk into opportunity and potential into prosperity. Clients embed our trusted, end-to-end solutions into their daily workflows to inform commercial credit decisions, evaluate whether suppliers and other third parties are financially viable, reputable, compliant and resilient, enhance salesforce productivity and gain visibility into key markets. Our solutions support our clients’ mission critical business operations by providing proprietary and curated data and analytics to help drive informed decisions and improved outcomes.
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Leveraging our category-defining commercial credit data and analytics, our Finance & Risk solutions are used in the critical decisioning processes of finance, risk, compliance and procurement departments worldwide. We are a market leader in commercial credit decisioning, with many of the top businesses in the world utilizing our solutions to make informed decisions when considering extending business loans and trade credit. We are also a leading provider of data and analytics to businesses looking to analyze supplier relationships and more effectively collect outstanding receivables. We believe our proprietary Paydex score, a numerical indicator based on promptness of a business's payments to its suppliers and vendors, is widely relied upon as an important measure of credit health for businesses. We are well positioned to provide accessible and actionable insights and analytics that mitigate risk and uncertainty, and ultimately protect and drive increased profitability for our clients.
Our Sales & Marketing solutions combine firmographic, personal contact, intent and non-traditional, or “alternative,” data to assist clients in optimizing their sales and marketing strategy by cleansing customer relationship management ("CRM") data and narrowing their focus and efforts on the highest probability prospects. As global competition continues to intensify, businesses need assistance with focusing their sales pipelines into a condensed list so that they can have their best sellers target the highest probability return accounts. We provide invaluable insights into businesses that can help our clients grow their businesses in a more efficient and effective manner.
We leverage these differentiated capabilities to serve a broad set of clients across multiple industries and geographies. As of December 31, 2022, we had a global client base of more than 240,000, including some of the largest companies in the world. Our data and analytics support a wide range of use cases covering nearly all industry verticals, including financial services, technology, communications, government, retail, transportation and manufacturing. In terms of our geographic footprint, we have an industry-leading presence in North America, an established presence in the United Kingdom, Ireland, Nordics (Sweden, Norway, Denmark and Finland), DACH (Germany, Austria and Switzerland), CE (Central and Eastern Europe) regions ("Europe"), Greater China and India through our majority or wholly-owned subsidiaries and a broader global presence through our Worldwide Network alliances ("WWN alliances").

We believe that we have an attractive business model that is underpinned by highly recurring, diversified revenue, significant operating leverage, low capital requirements and strong free cash flow. The proprietary and embedded nature of our data and analytics solutions and the integral role that we play in our clients’ decision-making processes have historically translated into high client retention and revenue visibility. We also benefit from strong operating leverage given our centralized database and solutions, which allow us to generate strong contribution margins and free cash flow.
Segments
Our segment disclosure is intended to provide the users of our unaudited condensed consolidated financial statements with a view of the business that is consistent with management of the Company.
We manage our business and report our financial results through the following two segments:
North America offers Finance & Risk and Sales & Marketing data, analytics and business insights in the United States and Canada; and
International offers Finance & Risk and Sales & Marketing data, analytics and business insights directly in the United Kingdom and Ireland ("U.K."), Europe, Greater China, India and indirectly through our Worldwide Network alliances.
Recent Developments
The following developments impact the year-over-year comparability of our results of operations, balance sheet and cash flows:
Accounts Receivable Facility

In September 2022, the Company entered into a three-year revolving securitization facility agreement to transfer trade receivables of one of our U.S. subsidiaries through our bankruptcy-remote subsidiary to a third party financial institution on a recurring basis in exchange for cash equal to the gross receivables transferred. The facility initially had monthly drawing limits ranging from $160 million to $215 million, and was subsequently modified to $170 million to $215 million in December 2022. In October 2023, the monthly drawing limit was modified to $215 million. During the nine months ended September 30, 2023, the Company made a net payment of $13.1 million related to the facility. There was no payment activity for the three months ended September 30, 2023. For the three and nine months ended September 30, 2022, we received a net cash benefit of $135.4 million. See Note 6 to the unaudited condensed consolidated financial statements for a further discussion.

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Purchase of Non-Controlling Equity Interest
On November 1, 2022, we purchased the non-controlling equity interest (“NCI”) of our China operations from a third-party entity for RMB 815.4 million, of which RMB 169.1 million, or $23.2 million, was paid in November 2022. The remaining balance of approximately $94 million was expected to be paid within one year and is reported within “Other accrued and current liabilities” as of December 31, 2022. In February 2023, we made a payment of $85.9 million. The remaining balance of $9.9 million was paid in August 2023. We recognized a foreign exchange loss of $2.6 million associated with the payments for the nine months ended September 30, 2023. The transaction was accounted for as an equity transaction among shareholders, and accordingly, no gain or loss was recognized in consolidated net income or comprehensive income.
Impacts from Macroeconomic Conditions

We are exposed to market volatility and uncertainties from the evolving macroeconomic environment and geopolitical conflicts, such as inflation, rising interest rates, foreign currency fluctuation and potential economic slowdowns or recession. Approximately 30% of our revenues are generated from non-U.S. markets. Fluctuation of U.S. dollar exchange rates against currencies of markets where we operate, in particular Euro, British Pound and SEK, may adversely impact our revenue and profits. For the nine months ended September 30, 2023, a strengthening U.S. dollar against certain currencies of markets where we operate, in particular the Euro, British Pound and SEK, has negatively impacted our reported revenue in the U.S. dollar, compared to the prior year period. See further discussion within the revenue section of the MD&A.
We continue to carefully monitor the evolving situation related to current economic conditions and the ongoing geopolitical risks, such as the Middle East and the Russia/Ukraine conflicts, and their impacts on our business. While our financial performance has not been impacted materially by these events, the broader implications of these macro events on our business are difficult to predict and depend on, among many factors, their ultimate impact to our customers, vendors, and the financial markets. We will remain flexible so that we can adjust to events and uncertainties while we continue to move forward.
Debt Refinancing
On January 18, 2022, we amended our credit agreement dated February 8, 2019, specifically related to the Term Loan Facility, to establish Incremental Term Loans in an aggregate principal amount of $460 million. We used the proceeds of such Incremental Term Loans to redeem our outstanding $420 million in aggregate principal amount of our 6.875% Senior Secured Notes due 2026 and pay related fees, costs, premiums and expenses.

On July 25, 2023, we further amended the credit agreement and reduced the applicable margin for the term loan maturing in 2026 by 0.25% overall, resulting in a margin spread of SOFR plus 3.00% per annum. See Note 5 to the unaudited condensed consolidated financial statements for further discussion.

On July 31, 2023, Moody's Investors Service upgraded our Corporate Family Rating from B2 to B1. As a result, the applicable margin for our term loan debt, including the 2026 Term Loan and the 2029 Term Loan, was reduced by 0.25%.

Recent Accounting Pronouncements
See Note 2 to the unaudited condensed consolidated financial statements for disclosure of the impact that recent accounting pronouncements may have on the unaudited condensed consolidated financial statements.

Key Components of Results of Operations

Revenue

We generate our North America and International segment revenue primarily through subscription-based contractual arrangements that we enter into with clients to provide data, analytics and analytics-related services either individually, or as part of an integrated offering of multiple services. These arrangements occasionally include offerings from more than one business unit to the same client.
• We provide Finance & Risk solutions that offer clients access to our most complete and up-to-date global information, comprehensive monitoring and portfolio analysis. We also provide various business information reports that are consumed in a transactional manner across multiple platforms. Clients also use our services to manage supply chain risks and comply with anti-money laundering and global anti-bribery and corruption regulations.

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• We generate our Sales & Marketing solutions revenue by providing sophisticated analytics and solutions to help our clients increase revenue from new and existing businesses, enabling B2B sales and marketing professionals to accelerate sales, enhance go-to-market activity, engage clients in a meaningful way, close business faster and improve efficiency in advertising campaigns.

Expenses
Cost of Services (exclusive of depreciation and amortization)

We define cost of services as those expenses that are directly related to producing our products, services and solutions. These expenses primarily include data acquisition fees, costs related to our databases, service fulfillment costs, call center and technology support costs, hardware and software maintenance costs, telecommunication expenses, personnel-related costs associated with these functions and occupancy costs associated with the facilities where these functions are performed.

Selling and Administrative Expenses
Selling and administrative expenses primarily include personnel-related costs for sales, administrative and corporate management employees, costs for professional and consulting services, advertising and occupancy and facilities expense of these functions.
Depreciation and Amortization
Depreciation and amortization expenses consist of depreciation related to investments in property, plant and equipment, as well as amortization of purchased and developed software and other intangible assets, principally database and client relationships recognized in connection with the Take-Private Transaction in February 2019 and acquisitions, primarily the acquisition of Bisnode Business Information Group AB completed on January 8, 2021.
Non-Operating Income and (Expense) - Net
Non-operating income and (expense) - net includes interest expense, interest income, costs associated with early debt repayments, dividends from cost-method investments, gains and losses from divestitures, mark-to-market expense related to certain derivatives, and other non-operating income and expenses.
Provision for Income Tax Expense (Benefit)

Provision for income tax expense (benefit) represents international, U.S. federal, state and local income taxes based on income in multiple jurisdictions for our corporate subsidiaries. Additionally, we recognize interest and penalties related to unrecognized tax benefits in provision (benefit) for income taxes.

Key Metrics
In addition to reporting GAAP results, we evaluate performance and report our results on the non-GAAP financial measures discussed below. We believe that the presentation of these non-GAAP measures provides useful information to investors and rating agencies regarding our results, operating trends and performance between periods. These non-GAAP financial measures include organic revenue, adjusted earnings before interest, taxes, depreciation and amortization ("adjusted EBITDA"), adjusted EBITDA margin, adjusted net income and adjusted net earnings per diluted share. Adjusted results are non-GAAP measures that adjust for the impact due to certain acquisition and divestiture related revenue and expenses, such as costs for banker fees, legal fees, due diligence, retention payments and contingent consideration adjustments, restructuring charges, equity-based compensation, and other non-core gains and charges that are not in the normal course of our business such as costs associated with early debt redemptions, gains and losses on sales of businesses, impairment charges, the effect of significant changes in tax laws and material tax and legal settlements. We exclude amortization of recognized intangible assets resulting from the application of purchase accounting because it is non-cash and not indicative of our ongoing and underlying operating performance. Recognized intangible assets arise from acquisitions, primarily the Take-Private Transaction. We believe that recognized intangible assets by their nature are fundamentally different from other depreciating assets that are replaced on a predictable operating cycle. Unlike other depreciating assets, such as developed and purchased software licenses or property and equipment, there is no replacement cost once these recognized intangible assets expire and the assets are not replaced. Additionally, our costs to operate, maintain and extend the life of acquired intangible assets and purchased intellectual property are reflected in our operating costs as personnel, data fees, facilities, overhead and similar items. Management believes it is important for investors to understand that such intangible assets were recorded as part of purchase accounting and contribute to revenue generation. Amortization of recognized intangible assets will recur in future periods until such assets have been fully amortized. In addition, we isolate the effects of changes in foreign exchange rates on our revenue growth because we
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believe it is useful for investors to be able to compare revenue from one period to another, both after and before the effects of foreign exchange rate changes. The change in revenue performance attributable to foreign currency rates is determined by converting both our prior and current periods’ foreign currency revenue by a constant rate. As a result, we monitor our revenue growth both after and before the effects of foreign exchange rate changes. We believe that these supplemental non-GAAP financial measures provide management and other users with additional meaningful financial information that should be considered when assessing our ongoing performance and comparability of our operating results from period to period. Our management regularly uses our supplemental non-GAAP financial measures internally to understand, manage and evaluate our business and make operating decisions. These non-GAAP measures are among the factors management uses in planning for and forecasting future periods. Non-GAAP financial measures should be viewed in addition to, and not as an alternative to our reported results prepared in accordance with GAAP.

Our non-GAAP or adjusted financial measures reflect adjustments based on the following items, as well as the related income tax.
Organic Revenue

We define organic revenue as reported revenue before the effect of foreign exchange excluding revenue from acquired businesses, if applicable, for the first twelve months. In addition, organic revenue excludes current and prior year revenue associated with divested businesses, if applicable. We believe the organic measure provides investors and analysts with useful supplemental information regarding the Company’s underlying revenue trends by excluding the impact of acquisitions and divestitures. Revenue from divested businesses is related to the business-to-consumer business in Germany that was sold during the second quarter of 2022.

Adjusted EBITDA and Adjusted EBITDA Margin
We define adjusted EBITDA as net income (loss) attributable to Dun & Bradstreet Holdings, Inc. excluding the following items:
depreciation and amortization;
interest expense and income;
income tax benefit or provision;
other non-operating expenses or income;
equity in net income of affiliates;
net income attributable to non-controlling interests;
equity-based compensation;
restructuring charges;
merger, acquisition and divestiture-related operating costs;
transition costs primarily consisting of non-recurring expenses associated with transformational and integration activities, as well as incentive expenses associated with our synergy program; and
other adjustments primarily related to non-cash charges and gains, including impairment charges and adjustments as the result of the application of purchase accounting, mainly in 2022 related to the deferred commission cost amortization associated with the Take-Private Transaction. In addition, other adjustments also include non-recurring charges such as legal expense associated with significant legal and regulatory matters.
We calculate adjusted EBITDA margin by dividing adjusted EBITDA by revenue.
Adjusted Net Income
We define adjusted net income as net income (loss) attributable to Dun & Bradstreet Holdings, Inc. adjusted for the following items:
incremental amortization resulting from the application of purchase accounting. We exclude amortization of recognized intangible assets resulting from the application of purchase accounting because it is non-cash and is
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not indicative of our ongoing and underlying operating performance. The Company believes that recognized intangible assets by their nature are fundamentally different from other depreciating assets that are replaced on a predictable operating cycle. Unlike other depreciating assets, such as developed and purchased software licenses or property and equipment, there is no replacement cost once these recognized intangible assets expire and the assets are not replaced. Additionally, the Company’s costs to operate, maintain and extend the life of acquired intangible assets and purchased intellectual property are reflected in the Company’s operating costs as personnel, data fee, facilities, overhead and similar items;
equity-based compensation;
restructuring charges;
merger, acquisition and divestiture-related operating costs;
transition costs primarily consisting of non-recurring expenses associated with transformational and integration activities, as well as incentive expenses associated with our synergy program;
merger, acquisition and divestiture-related non-operating costs;
debt refinancing and extinguishment costs;
non-operating pension-related income (expenses) includes certain costs and income associated with our pension and postretirement plans, consisting of interest cost, expected return on plan assets and amortized actuarial gains or losses, prior service credits and if applicable, plan settlement charges. These adjustments are non-cash and market-driven, primarily due to the changes in the value of pension plan assets and liabilities which are tied to financial market performance and conditions;

non-cash gain and loss resulting from the modification of our interest rate swaps;

other adjustments primarily related to non-cash charges and gains, including impairment charges and adjustments as the result of the application of purchase accounting, mainly in 2022 related to the deferred commission cost amortization associated with the Take-Private Transaction. In addition, other adjustments also include non-recurring charges such as legal expense associated with significant legal and regulatory matters;
tax effect of the non-GAAP adjustments; and
other tax effect adjustments related to the tax impact of statutory tax rate changes on deferred taxes and other discrete items.
Adjusted Net Earnings Per Diluted Share
We calculate adjusted net earnings per diluted share by dividing adjusted net income (loss) by the weighted average number of common shares outstanding for the period plus the dilutive effect of common shares potentially issuable in connection with awards outstanding under our stock incentive plan.


Results of Operations

GAAP Results (In millions except per share data):

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Three months ended September 30, Nine months ended September 30,
 2023202220232022
Revenue$588.5 $556.3 $1,683.6 $1,629.6 
Cost of services (exclusive of depreciation and amortization)206.5 175.0 607.4 533.3 
Selling and administrative expenses181.6 184.1 552.2 548.9 
Depreciation and amortization146.7 145.1 437.1 441.5 
Restructuring charges1.6 6.6 10.4 14.3 
Operating costs536.4 510.8 1,607.1 1,538.0 
Operating income (loss)52.1 45.5 76.5 91.6 
Interest income1.7 0.5 4.2 1.1 
Interest expense(57.0)(49.1)(168.4)(138.2)
Other income (expense) - net(3.3)8.8 (1.2)10.7 
Non-operating income (expense) - net(58.6)(39.8)(165.4)(126.4)
Income (loss) before provision (benefit) for income taxes and equity in net income of affiliates(6.5)5.7 (88.9)(34.8)
Less: provision (benefit) for income taxes (11.2)(4.2)(40.5)(13.6)
Equity in net income of affiliates0.6 0.5 2.1 1.8 
Net income (loss) 5.3 10.4 (46.3)(19.4)
Less: net (income) loss attributable to the non-controlling interest(0.9)(2.4)(2.4)(5.7)
Net income (loss) attributable to Dun & Bradstreet Holdings, Inc.$4.4 $8.0 $(48.7)$(25.1)
Basic earnings (loss) per share of common stock attributable to Dun & Bradstreet Holdings, Inc.$0.01 $0.02 $(0.11)$(0.06)
Diluted earnings (loss) per share of common stock attributable to Dun & Bradstreet Holdings, Inc.$0.01 $0.02 $(0.11)$(0.06)
Weighted average number of shares outstanding-basic430.8 429.2 430.3 429.0 
Weighted average number of shares outstanding-diluted432.2 429.4 430.3 429.0 
Net income (loss) margin (1)
0.7 %1.4 %(2.9)%(1.5)%
(1)Net income (loss) margin is defined as Net income (loss) attributable to Dun & Bradstreet Holdings, Inc. divided by Revenue.

The table below sets forth our key performance measures including non-GAAP measures for the periods indicated (In millions, except per share data):
Three months ended September 30, Nine months ended September 30,
2023202220232022
Total revenue$588.5 $556.3 $1,683.6 $1,629.6 
Adjusted EBITDA$235.4 $223.0 $631.6 $613.1 
Adjusted EBITDA margin40.0 %40.1 %37.5 % 37.6 %
Adjusted net income$116.2 $115.4 $291.8 $308.6 
Adjusted earnings per share$0.27 $0.27 $0.68 $0.72 
Reconciliations of non-GAAP financial measures to the most directly comparable GAAP financial measures are presented in the tables below (In millions, except per share amounts):


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Three months ended September 30, Nine months ended September 30,
2023202220232022
Net income (loss) attributable to Dun & Bradstreet Holdings, Inc.$4.4 $8.0 $(48.7)$(25.1)
Depreciation and amortization146.7 145.1 437.1 441.5 
Interest expense - net55.3 48.6 164.2 137.1 
(Benefit) provision for income tax - net(11.2)(4.2)(40.5)(13.6)
EBITDA195.2 197.5 512.1 539.9 
Other income (expense) - net3.3 (8.8)1.2 (10.7)
Equity in net income of affiliates(0.6)(0.5)(2.1)(1.8)
Net income (loss) attributable to non-controlling interest0.9 2.4 2.4 5.7 
Equity-based compensation20.8 17.9 66.1 43.9 
Restructuring charges1.6 6.6 10.4 14.3 
Merger, acquisition and divestiture-related operating costs1.4 5.3 5.4 17.3 
Transition costs 11.7 4.8 31.1 13.7 
Other adjustments (1)
1.1 (2.2)5.0 (9.2)
Adjusted EBITDA$235.4 $223.0 $631.6 $613.1 
North America$195.6 $188.4 $519.6 $503.1 
International 55.5 51.6 160.2 153.2 
Corporate and other(15.7)(17.0)(48.2)(43.2)
Adjusted EBITDA$235.4 $223.0 $631.6 $613.1 
(1)Adjustments for 2023 were primarily related to legal fees associated with ongoing legal matters discussed in Note 8 to the unaudited condensed consolidated financial statements and impairment charges. Adjustments for 2022 were primarily related to non-cash purchase accounting adjustments for deferred commission costs associated with the Take-Private Transaction.


Three months ended September 30, Nine months ended September 30,
2023202220232022
Net income (loss) attributable to Dun & Bradstreet Holdings, Inc.$4.4 $8.0 $(48.7)$(25.1)
Incremental amortization of intangible assets resulting from the application of purchase accounting115.7 122.8 350.1 372.0 
Equity-based compensation20.8 17.9 66.1 43.9 
Restructuring charges1.6 6.6 10.4 14.3 
Merger, acquisition and divestiture-related operating costs1.4 5.3 5.4 17.3 
Transition costs 11.7 4.8 31.1 13.7 
Merger, acquisition and divestiture-related non-operating costs— — — 2.0 
Debt refinancing and extinguishment costs2.5 1.3 2.5 24.3 
Non-operating pension-related income (4.6)(10.9)(13.8)(33.3)
Non-cash gain from interest rate swap amendment (1)
(2.6)— (2.6)— 
Other adjustments (2)
2.2 (2.2)6.1 (9.2)
Tax impact of non-GAAP adjustments(36.9)(33.1)(116.5)(106.9)
Other tax effect adjustments— (5.1)1.7 (4.4)
Adjusted net income (loss) attributable to Dun & Bradstreet Holdings, Inc. (3)
$116.2 $115.4 $291.8 $308.6 
Adjusted diluted earnings (loss) per share of common stock$0.27 $0.27 $0.68 $0.72 
Weighted average number of shares outstanding - diluted432.2 429.4 431.8 429.4 
(1)Amount represents non-cash amortization gain resulted from the amendment of our interest rate swap derivatives. The amount is reported within "Interest expense-net" for the three and nine months ended September 30, 2023. See Note 13 to the unaudited condensed consolidated financial statements for a more detailed discussion.
(2)Adjustments for 2023 were primarily related to legal fees associated with ongoing legal matters discussed in Note 8 to the unaudited condensed consolidated financial statements and impairment charges. Adjustments for 2022 were primarily related to non-cash purchase accounting adjustments for deferred commission costs associated with the Take-Private Transaction.
(3)Starting in the first quarter of 2023, we exclude non-operating pension-related income from Adjusted net income (loss) and all prior periods have been adjusted accordingly.
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Revenue
Three months ended September 30, 2023 versus Three months ended September 30, 2022
Total revenue was $588.5 million for the three months ended September 30, 2023, compared to $556.3 million for the three months ended September 30, 2022, an increase of $32.2 million, or 5.8% (4.8% before the effect of foreign exchange). The increase was attributable to growth in the underlying business and the positive impact of foreign exchange.
Excluding the positive impact of foreign exchange of $5.3 million, total revenue increased $26.9 million, or 4.8%, reflecting growth across both of our segments. The changes in revenue are discussed further in the segment level discussion below.
Nine months ended September 30, 2023 versus Nine months ended September 30, 2022
Total revenue was $1,683.6 million for the nine months ended September 30, 2023, compared to $1,629.6 million for the nine months ended September 30, 2022, an increase of $54.0 million, or 3.3% (3.9% before the effect of foreign exchange). The increase was attributable to growth in the underlying business, partially offset by the negative impact of foreign exchange and the impact of the divestiture of our business-to-consumer business in Germany in the second quarter of 2022.
Excluding the impact of the divestiture of $1.8 million and the negative impact of foreign exchange of $7.8 million, total organic revenue increased $63.6 million, or 4.0%, reflecting growth across both of our segments. The changes in revenue are discussed further in the segment level discussion below.

Revenue by segment was as follows (In millions):
Three months ended September 30, Nine months ended September 30,
 20232022$
Increase (decrease)
%
Increase (decrease)
20232022$
Increase (decrease)
%
Increase (decrease)
North America:
    Finance & Risk$234.9 $224.1 $10.8 4.8 %$646.7 $635.8 $10.9 1.7 %
    Sales & Marketing186.5 179.5 7.0 3.9 %541.0 516.4 24.6 4.8 %
Total North America$421.4 $403.6 $17.8 4.4 %$1,187.7 $1,152.2 $35.5 3.1 %
International:
    Finance & Risk$113.6 $102.2 $11.4 11.1 %$332.2 $313.1 $19.1 6.1 %
    Sales & Marketing53.5 50.5 3.0 5.9 %163.7 164.3 (0.6)(0.4)%
Total International$167.1 $152.7 $14.4 9.4 %$495.9 $477.4 $18.5 3.9 %
Total Revenue:
    Finance & Risk$348.5 $326.3 $22.2 6.8 %$978.9 $948.9 $30.0 3.2 %
    Sales & Marketing 240.0 230.0 10.0 4.3 %704.7 680.7 24.0 3.5 %
Total Revenue$588.5 $556.3 $32.2 5.8 %$1,683.6 $1,629.6 $54.0 3.3 %



North America Segment
For the three months ended September 30, 2023, North America revenue increased $17.8 million, or 4.4% (4.5% before the effect of foreign exchange) compared to the three months ended September 30, 2022. See further discussion below on revenue by solutions.
For the nine months ended September 30, 2023, North America revenue increased $35.5 million, or 3.1% (3.2% before the effect of foreign exchange) compared to the nine months ended September 30, 2022. See further discussion below on revenue by solutions.
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Finance & Risk
For the three months ended September 30, 2023, North America Finance & Risk revenue increased $10.8 million, or 4.8% (4.9% before the effect of foreign exchange) compared to the three months ended September 30, 2022, primarily due to a net increase in revenue across our Third Party Risk, Supply Chain Management and Finance Solutions of approximately $11 million, partially offset by decreased revenue of approximately $3 million from our legacy Credibility Solutions.

For the nine months ended September 30, 2023, North America Finance & Risk revenue increased $10.9 million, or 1.7% (1.9% before the effect of foreign exchange) compared to the nine months ended September 30, 2022, primarily due to a net increase in revenue across our Third Party Risk, Supply Chain Management and Finance Solutions of approximately $25 million, partially offset by decreased revenue of approximately $7 million from our legacy Credibility Solutions and approximately $6 million from the Public Sector, primarily as a result of the expiration of a government contract in April 2022.

Sales & Marketing
For the three months ended September 30, 2023, North America Sales & Marketing revenue increased $7.0 million, or 3.9% (both after and before the effect of foreign exchange) compared to the three months ended September 30, 2022, primarily driven by higher revenue from our Master Data Management Solutions and higher data sales.

For the nine months ended September 30, 2023, North America Sales & Marketing revenue increased $24.6 million, or 4.8% (both after and before the effect of foreign exchange) compared to the nine months ended September 30, 2022, primarily driven by higher revenue of approximately $19 million from our Master Data Management Solutions, approximately $6 million driven by higher data sales, and increased revenue of approximately $4 million from our Digital Marketing Solutions.

International Segment
For the three months ended September 30, 2023, International revenue increased $14.4 million, or 9.4% (5.8% before the effect of foreign exchange) compared to the three months ended September 30, 2022. Excluding the positive impact of foreign exchange of $5.6 million, International revenue increased $8.8 million, or 5.8%. See further discussion below on revenue by solutions.
For the nine months ended September 30, 2023, International revenue increased $18.5 million, or 3.9% (5.5% before the effect of foreign exchange) compared to the nine months ended September 30, 2022. Excluding the negative impact of foreign exchange of $6.6 million and the impact of the divestiture in 2022 of our business-to-consumer business in Germany of $1.8 million, International organic revenue increased $26.9 million, or 5.9%. See further discussion below on revenue by solutions.
Finance & Risk
For the three months ended September 30, 2023, International Finance & Risk revenue increased $11.4 million, or 11.1% (7.5% before the effect of foreign exchange) compared to the three months ended September 30, 2022. Excluding the positive impact of foreign exchange of $3.9 million, revenue increased $7.5 million, or 7.5%, attributable to growth across all markets, including higher revenue of approximately $2 million from Europe driven by growth in Finance Analytics and API solutions, higher revenue of approximately $2 million from our WWN alliances related to increased cross border data fees, increased revenue of approximately $2 million from our U.K. market attributable to growth in our Third Party Risk and Compliance solutions as well as Finance Analytics, and higher revenue of approximately $1 million from Greater China, driven by growth in Finance Analytics and API solutions.

For the nine months ended September 30, 2023, International Finance & Risk revenue increased $19.1 million, or 6.1% (7.4% before the effect of foreign exchange) compared to the nine months ended September 30, 2022. Excluding the negative impact of foreign exchange of $2.9 million, revenue increased $22.0 million, or 7.4%, attributable to growth across all markets, including higher revenue of approximately $7 million from Europe driven by growth in Finance Analytics and API solutions, higher revenue of approximately $6 million from our WWN alliances related to increased cross border data fees, increased revenue of approximately $5 million from our U.K. market attributable to growth in our Third Party Risk and Compliance solutions as well as Finance Analytics, and higher revenue of approximately $4 million from Greater China, driven by growth in Finance Analytics and API solutions.

Sales & Marketing
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For the three months ended September 30, 2023, International Sales & Marketing revenue increased $3.0 million, or 5.9% (2.4% before the effect of foreign exchange) compared to the three months ended September 30, 2022. Excluding the positive impact of foreign exchange of $1.7 million, revenue increased $1.3 million, or 2.4%, primarily due to higher revenue from U.K. and Europe driven by higher data sales delivered via our latest API solutions.
For the nine months ended September 30, 2023, International Sales & Marketing revenue decreased $0.6 million, or 0.4% (2.0% increase before the effect of foreign exchange) compared to the nine months ended September 30, 2022. Excluding the negative impact of foreign exchange of $3.7 million and the impact of the divestiture in 2022 of our business-to-consumer business in Germany of $1.8 million, organic revenue increased $4.9 million, or 3.2%, primarily due to higher revenue from U.K. and Europe driven by new and localized solutions, such as Hoovers, as well as higher data sales delivered via our latest API solutions.
Operating Costs
Consolidated operating costs were as follows (In millions):
Three months ended September 30, Nine months ended September 30,
 20232022$
Increase (decrease)
%
Increase (decrease)
20232022$
Increase (decrease)
%
Increase (decrease)
Cost of services (exclusive of depreciation and amortization)$206.5 $175.0 $31.5 18.0 %$607.4 $533.3 $74.1 13.9 %
Selling and administrative expenses181.6 184.1 (2.5)(1.4)%552.2 548.9 3.3 0.6 %
Depreciation and amortization146.7 145.1 1.6 1.2 %437.1 441.5 (4.4)(1.0)%
Restructuring charges1.6 6.6 (5.0)(76.3)%10.4 14.3 (3.9)(27.5)%
Operating costs$536.4 $510.8 $25.6 5.0 %$1,607.1 $1,538.0 $69.1 4.5 %
Operating income (loss)$52.1 $45.5 $6.6 14.6 %$76.5 $91.6 $(15.1)(16.4)%

Cost of Services (exclusive of depreciation and amortization)
Cost of services (exclusive of depreciation and amortization) was $206.5 million for the three months ended September 30, 2023, an increase of $31.5 million, or 18.0%, compared to the three months ended September 30, 2022, primarily due to higher data acquisition and processing costs of approximately $23 million and higher net personnel costs of approximately $10 million. Total cost of services was unfavorably impacted by foreign exchange of approximately $4 million for the three months ended September 30, 2023, compared to the prior year quarter.
Cost of services (exclusive of depreciation and amortization) was $607.4 million for the nine months ended September 30, 2023, an increase of $74.1 million, or 13.9%, compared to the nine months ended September 30, 2022, primarily due to higher data acquisition and processing costs of approximately $67 million and higher net personnel costs of approximately $6 million.
Selling and Administrative Expenses
Selling and administrative expenses were $181.6 million for the three months ended September 30, 2023, a decrease of $2.5 million, or 1.4%, compared to the three months ended September 30, 2022, due to lower costs of approximately $6 million, primarily driven by lower professional and facility fees, partially offset by higher net personnel costs of approximately $4 million. Total selling and administrative expenses were unfavorably impacted by foreign exchange of approximately $2 million for the three months ended September 30, 2023, compared to the prior year quarter.
Selling and administrative expenses were $552.2 million for the nine months ended September 30, 2023, an increase of $3.3 million, or 0.6%, compared to the nine months ended September 30, 2022, due to higher net personnel costs of approximately $21 million driven by equity-based compensation, partially offset by lower costs of approximately $18 million primarily driven by lower professional and facility fees. Total selling and administrative expenses were favorably impacted by foreign exchange of approximately $2 million for the nine months ended September 30, 2023, compared to the prior year period.
Depreciation and Amortization
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Depreciation and amortization expenses were $146.7 million for the three months ended September 30, 2023, an increase of $1.6 million, or 1.2%, compared to the three months ended September 30, 2022, primarily due to the impact of foreign exchange and increased internally developed software subject to amortization during the current year quarter compared to the prior year quarter, partially offset by lower amortization related to intangible assets recognized associated with the Take-Private Transaction and the Bisnode acquisition.

Depreciation and amortization expenses were $437.1 million for the nine months ended September 30, 2023, a decrease of $4.4 million, or 1.0%, compared to the nine months ended September 30, 2022, primarily due to lower amortization associated with intangible assets recognized associated with the Take-Private Transaction and the Bisnode acquisition and the impact of foreign exchange, partially offset by higher amortization due to increased internally developed software subject to amortization during the current year period compared to the prior year period.

Restructuring Charges
Restructuring charges were $1.6 million for the three months ended September 30, 2023, a decrease of $5.0 million, or 76.3%, compared to the three months ended September 30, 2022, primarily due to higher severance costs in the prior year quarter related to initiatives in our North America business to improve operational performance and profitability.

Restructuring charges were $10.4 million for the nine months ended September 30, 2023, a decrease of $3.9 million, or 27.5%, compared to the nine months ended September 30, 2022, primarily due to higher severance and facility exit costs in the prior year period related to initiatives in our North America business to improve operational performance and profitability.

Operating Income (Loss)
Consolidated operating income was $52.1 million for the three months ended September 30, 2023, an increase of $6.6 million, or 14.6%, compared to the three months ended September 30, 2022. The increase in operating income was primarily driven by higher revenue of $32.2 million, lower restructuring costs of $5.0 million and lower costs of approximately $3 million related to professional fees and our facilities, partially offset by higher data acquisition and processing costs of approximately $20 million and higher net personnel costs of approximately $14 million.
Consolidated operating income was $76.5 million for the nine months ended September 30, 2023, a decrease of $15.1 million, or 16.4%, compared to the nine months ended September 30, 2022. The decrease in operating income was primarily driven by higher data acquisition and processing costs of approximately $61 million and higher net personnel costs of approximately $27 million, partially offset by higher revenue of $54.0 million, lower costs of approximately $10 million related to professional fees and our facilities, lower depreciation and amortization expenses of $4.4 million and lower restructuring costs of $3.9 million.
Adjusted EBITDA and Adjusted EBITDA Margin
Adjusted EBITDA and adjusted EBITDA margin by segment was as follows (In millions):
Three months ended September 30, Nine months ended September 30,
20232022$
Increase (decrease)
%
Increase (decrease)
20232022$
Increase (decrease)
%
Increase (decrease)
North America:
  Adjusted EBITDA$195.6 $188.4 $7.2 3.8 %$519.6 $503.1 $16.5 3.3 %
  Adjusted EBITDA margin46.4 %46.7 %N/A(30)bps43.7 %43.7 %N/A— bps
International:
  Adjusted EBITDA$55.5 $51.6 $3.9 7.6 %$160.2 $153.2 $7.0 4.6 %
  Adjusted EBITDA margin33.2 %33.8 %N/A(60)bps32.3 %32.1 %N/A20 bps
Corporate and other:
  Adjusted EBITDA$(15.7)$(17.0)$1.3 7.8 %$(48.2)$(43.2)$(5.0)(11.6)%
Consolidated total: 
  Adjusted EBITDA$235.4 $223.0 $12.4 5.6 %$631.6 $613.1 $18.5 3.0 %
  Adjusted EBITDA margin40.0 %40.1 %N/A(10)bps37.5 %37.6 %N/A(10)bps
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Consolidated
Consolidated net income margin on a GAAP basis was 0.7% for the three months ended September 30, 2023, compared to a net income margin of 1.4% for the three months ended September 30, 2022, a change of 70 basis points. Consolidated adjusted EBITDA was $235.4 million for the three months ended September 30, 2023, compared to $223.0 million for the three months ended September 30, 2022, an increase of $12.4 million, or 5.6%, primarily due to revenue growth and lower costs related to professional fees and facilities, partially offset by higher costs driven by data acquisition and processing costs, net personnel costs and the negative impact of foreign exchange. Consolidated adjusted EBITDA was negatively impacted by foreign exchange of $0.5 million. Consolidated adjusted EBITDA margin was 40.0% for the three months ended September 30, 2023, compared to 40.1% for the prior year quarter, a decrease of 10 basis points.
Consolidated net loss margin on a GAAP basis was 2.9% for the nine months ended September 30, 2023, compared to a net loss margin of 1.5% for the nine months ended September 30, 2022, a change of 140 basis points. Consolidated adjusted EBITDA was $631.6 million for the nine months ended September 30, 2023, compared to $613.1 million for the nine months ended September 30, 2022, an increase of $18.5 million, or 3.0%, primarily due to revenue growth and lower costs related to professional fees and facilities, partially offset by higher costs driven by data acquisition and processing costs, net personnel costs and the negative impact of foreign exchange. Consolidated adjusted EBITDA was negatively impacted by foreign exchange of approximately $6 million. Consolidated adjusted EBITDA margin was 37.5% for the nine months ended September 30, 2023, compared to 37.6% for the prior year period, a decrease of 10 basis points.
North America Segment
North America adjusted EBITDA was $195.6 million for the three months ended September 30, 2023, an increase of $7.2 million, or 3.8% compared to the three months ended September 30, 2022. The increase in adjusted EBITDA was primarily due to revenue growth, partially offset by higher costs primarily driven by data acquisition and processing costs and the negative impact of foreign exchange associated with our offshore technology facility. Adjusted EBITDA margin was 46.4% for the three months ended September 30, 2023, compared to 46.7% for the prior year quarter, a decrease of 30 basis points.

North America adjusted EBITDA was $519.6 million for the nine months ended September 30, 2023, an increase of $16.5 million, or 3.3% compared to the nine months ended September 30, 2022. The increase in adjusted EBITDA was primarily due to revenue growth and lower costs related to personnel, professional fees and facilities, partially offset by higher data acquisition and processing costs and the negative impact of foreign exchange associated with our offshore technology facility. Adjusted EBITDA margin was 43.7% for the nine months ended September 30, 2023, flat compared to the prior year period.

International Segment
International adjusted EBITDA was $55.5 million for the three months ended September 30, 2023, an improvement of $3.9 million, or 7.6%, compared to the three months ended September 30, 2022. The increase in adjusted EBITDA was primarily due to revenue growth from the underlying business and foreign exchange gain as certain foreign currencies of our international markets strengthened against the U.S. dollar during the current year quarter, partially offset by higher costs related to data acquisition and processing fees and net personnel costs. Adjusted EBITDA margin was 33.2% for the three months ended September 30, 2023, compared to 33.8% for the prior year quarter, a decrease of 60 basis points.
International adjusted EBITDA was $160.2 million for the nine months ended September 30, 2023, an improvement of $7.0 million, or 4.6%, compared to the nine months ended September 30, 2022. The increase in adjusted EBITDA was primarily due to revenue growth from the underlying business, partially offset by higher net personnel costs and higher foreign exchange losses resulting from a strengthening U.S. dollar. Adjusted EBITDA margin was 32.3% for the nine months ended September 30, 2023, compared to 32.1% for the prior year period, an improvement of 20 basis points.
Corporate and Other
Corporate adjusted EBITDA was a loss of $15.7 million for the three months ended September 30, 2023, a change of $1.3 million, or 7.8%, compared to the three months ended September 30, 2022. The change in adjusted EBITDA was primarily attributable to lower costs related to professional fees and facilities.

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Corporate adjusted EBITDA was a loss of $48.2 million for the nine months ended September 30, 2023, a change of $5.0 million, or 11.6%, compared to the nine months ended September 30, 2022. The change in adjusted EBITDA was primarily attributable to higher performance-based incentive plan costs.

Interest Income (Expense) — Net
Interest income (expense) – net was as follows (In millions):
 
Three months ended September 30, Nine months ended September 30,
 20232022$
Change
%
 Change
20232022$
 Change
%
 Change
Interest income$1.7 $0.5 $1.2 240.0 %$4.2 $1.1 $3.1 281.8 %
Interest expense(57.0)(49.1)(7.9)(16.1)%(168.4)(138.2)(30.2)(21.9)%
Interest income (expense) – net$(55.3)$(48.6)$(6.7)(13.8)%$(164.2)$(137.1)$(27.1)(19.8)%

Interest income increased $1.2 million and $3.1 million for the three and nine months ended September 30, 2023, respectively, compared to the three and nine months ended September 30, 2022, respectively, primarily due to higher interest rates.
Interest expense increased $7.9 million for the three months ended September 30, 2023 compared to the three months ended September 30, 2022, primarily due to higher interest rates.
Interest expense increased $30.2 million for the nine months ended September 30, 2023 compared to the nine months ended September 30, 2022, primarily due to higher interest rates, partially offset by the write off of debt issuance costs and discount in the prior year period in connection with the early redemption of the 6.875% Senior Secured Notes in 2022.
Other Income (Expense) — Net
Other income (expense) - net was as follows (In millions):
Three months ended September 30, Nine months ended September 30,
 20232022$
 Change
%
 Change
20232022$
 Change
%
 Change
Non-operating pension-related income$4.6 $10.9 $(6.3)(57.8)%$13.8 $33.3 $(19.5)(58.6)%
Early debt redemption premium— — — NA— (16.3)16.3 NA
Miscellaneous other income (expense) – net(7.9)(2.1)(5.8)(276.2)%(15.0)(6.3)(8.7)(138.1)%
Other income (expense) – net$(3.3)$8.8 $(12.1)(137.5)%$(1.2)$10.7 $(11.9)(111.2)%
Non-operating pension-related income decreased $6.3 million and $19.5 million for the three and nine months ended September 30, 2023, respectively, compared to the three and nine months ended September 30, 2022, respectively, primarily due to higher interest costs in the current year period.
Early debt redemption premium of $16.3 million for the nine months ended September 30, 2022 was related to the early redemption of the 6.875% Senior Secured Notes in January 2022. See Note 5 to the unaudited condensed consolidated financial statements for further discussion.
The change in miscellaneous other income (expense) - net of $5.8 million and $8.7 million for the three and nine months ended September 30, 2023, respectively, was primarily due to fees incurred for the accounts receivable securitization facility and our credit facility, as well as higher foreign exchange losses in the current year period. For further discussion on the accounts receivable securitization facility, see Note 6 to the unaudited condensed consolidated financial statements.
Provision for Income Taxes
The effective tax rate for the three months ended September 30, 2023 was 171.9%, reflecting a tax benefit of $11.2 million on pre-tax loss of $6.5 million, compared to (70.9)% for the three months ended September 30, 2022, which
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reflected a tax benefit of $4.2 million on a pre-tax income of $5.7 million. The change in the effective tax rate for the three months ended September 30, 2023 compared to the prior year quarter was primarily a result of increased earnings in certain jurisdictions taxed at lower tax rates and a reduction to the Global intangible low-taxed income ("GILTI") inclusion in the US due to an election allowing for the exclusion of certain income, partially offset by the impact of higher non-deductible equity compensation.

The effective tax rate for the nine months ended September 30, 2023 was 45.6%, reflecting a tax benefit of $40.5 million on pre-tax loss of $88.9 million, compared to 39.0% for the nine months ended September 30, 2022, which reflected a tax benefit of $13.6 million on pre-tax loss of $34.8 million. The change in the effective tax rate for the nine months ended September 30, 2023 compared to the prior year period was due to the same factors discussed above for the three months ended September 30, 2023.

Net Income (Loss)
Net income (loss) attributable to Dun & Bradstreet Holdings, Inc. was a net income of $4.4 million, or a diluted earnings per share of $0.01, for the three months ended September 30, 2023, compared to a net income of $8.0 million, or a diluted earnings per share of $0.02, for the three months ended September 30, 2022. The $3.6 million decrease in net income for the three months ended September 30, 2023 compared to the prior year quarter was primarily due to increased net interest expense of $6.7 million, lower pension income of $6.3 million, and higher miscellaneous other expenses of approximately $6 million driven by higher fees incurred for the accounts receivable securitization facility and our credit facility, as well as higher foreign exchange losses, partially offset by a larger tax benefit of $7.0 million and higher operating income of $6.6 million in the current year quarter.

Net income (loss) attributable to Dun & Bradstreet Holdings, Inc. was a net loss of $48.7 million, or a loss per share of $0.11, for the nine months ended September 30, 2023, compared to a net loss of $25.1 million, or a loss per share of $0.06, for the nine months ended September 30, 2022. The $23.6 million increase in net loss for the nine months ended September 30, 2023 compared to the prior year period was primarily due to increased net interest expense of $27.1 million, lower pension income of $19.5 million, a decrease in operating income of $15.1 million in the current year period, and higher miscellaneous other expenses of approximately $9 million driven by higher fees incurred for the accounts receivable securitization facility and our credit facility, as well as higher foreign exchange losses, partially offset by a larger tax benefit of $26.9 million in the current year period and the early debt redemption premium of $16.3 million in the prior year period.

Adjusted Net Income and Adjusted Diluted Earnings Per Share
Adjusted net income was $116.2 million, or adjusted earnings per share of $0.27, for the three months ended September 30, 2023, compared to adjusted net income of $115.4 million, or adjusted earnings per share of $0.27, for the three months ended September 30, 2022. The increase in adjusted net income was primarily attributable to higher adjusted EBITDA and higher tax benefits in the current year quarter, partially offset by higher depreciation and amortization, higher interest expense and higher non-operating expenses driven by fees associated with the accounts receivable securitization facility and our credit facility, as well as higher foreign exchange losses in the current year quarter.

Adjusted net income was $291.8 million, or adjusted earnings per share of $0.68, for the nine months ended September 30, 2023, compared to adjusted net income of $308.6 million, or adjusted earnings per share of $0.72, for the nine months ended September 30, 2022. The decrease in adjusted net income and adjusted earnings per share for the nine months ended September 30, 2023 was driven by the same factors as discussed above for the three months ended September 30, 2023.


Liquidity and Capital Resources
Overview
Our primary sources of liquidity consist of cash flows provided by operating activities, cash and cash equivalents on hand and our short-term borrowings under our senior secured credit facility. Our principal uses of liquidity are working capital, capital investments (including computer software), debt service, business acquisitions and other general corporate purposes.
We believe that cash provided by operating activities, supplemented as needed with available financing arrangements, is sufficient to meet our short-term needs for at least the next twelve months, including interest payments, contractual obligations, capital expenditures, dividend payments, tax liabilities and restructuring charges. We continue to generate substantial cash from ongoing operating activities and manage our capital structure to meet short- and long-term objectives including investing in existing businesses and strategic acquisitions. In addition, we have the ability to use the short-term
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borrowings from the Revolving Facility to supplement the seasonality in the timing of receipts in order to fund our working capital needs.
Our future capital requirements will depend on many factors that are difficult to predict, including the size, timing and structure of any future acquisitions, future capital investments and future results of operations. Our access to the capital markets can be impacted by factors outside of our control, including rising inflation and interest rates, potential economic slowdowns or recession and the ongoing geopolitical conflicts. Currently, while we do not expect our ability to fund our operating needs to be affected by the current market volatility and uncertainties for the foreseeable future, the ultimate impact will be difficult to predict, and depends on, among many factors, the duration of inflation, the severity of the economic slowdown, the current global geopolitical risk, such as the Middle East and Russia/Ukraine conflicts, and their effects on global market conditions and on our clients and vendors, which continue to be uncertain at this time and cannot be predicted. We actively manage the impact of rising interest rates by reducing debt and entering into interest rate swaps and cross-currency swaps.
Cash Flow Overview

As of September 30, 2023, we had cash and cash equivalents of $230.1 million, of which $228.1 million was held by our foreign operations. We utilize a variety of planning strategies in an effort to ensure that our worldwide cash is available when and where it is needed. Subsequent to the enactment of the Tax Cuts and Jobs Act ("2017 Act"), a significant portion of the cash and cash equivalents held by our foreign subsidiaries is no longer subject to U.S. income tax upon repatriation to the United States. However, a portion of our cash held by our foreign operations is still subject to foreign income tax or withholding tax upon repatriation. As a result, we intend to reinvest indefinitely all earnings post 2017 from our China and India subsidiaries. Cash held in our China and India operations totaled $39.9 million as of September 30, 2023.

In September 2022, the Company entered into a three-year revolving securitization facility agreement to transfer trade receivables of one of our U.S. subsidiaries through our bankruptcy-remote subsidiary to a third party financial institution on a recurring basis in exchange for cash equal to the gross receivables transferred. As of December 31, 2022, the facility had monthly drawing limits ranging from $170 million to $215 million, which was subsequently modified to $215 million in October 2023. During the nine months ended September 30, 2023, the Company made a net payment of $13.1 million related to the facility. No payment was transferred during the three months ended September 30, 2023. For the three and nine months ended September 30, 2022, the Company received a net cash benefit of $135.4 million. See Note 6 to the unaudited condensed consolidated financial statements for further discussion.

Information about our cash flows, by category, is presented in the Consolidated Statements of Cash Flows. The following table summarizes our cash flows for the periods presented (In millions):
 
Nine months ended September 30,
 20232022$
Increase (decrease)
Net cash provided by (used in) operating activities$283.7 $439.8 $(156.1)
Net cash provided by (used in) investing activities(120.3)(165.9)45.6 
Net cash provided by (used in) financing activities(139.3)(218.2)78.9 
Total cash provided during the period before the effect of exchange rate changes$24.1 $55.7 $(31.6)

Cash Provided by (Used in) Operating Activities
Lower operating cash flows in the nine months ended September 30, 2023, compared to the nine months ended September 30, 2022, was primarily driven by lower net cash benefits of $148.5 million in the nine months ended September 30, 2023 related to the accounts receivable securitization facility as discussed in the earlier section within Cash Flow Overview and higher interest payments of approximately $28 million, partially offset by lower net tax payments of approximately $36 million.
We expect operating cash requirements in 2023 to be primarily related to payments for interest, contractual obligations, tax liability and other working capital needs. A portion of our outstanding debt is subject to the variability of interest rates. A 100 basis point increase or decrease in the weighted average interest rate would result in an incremental increase or decrease in annual interest expense of approximately $32 million, respectively. We mitigate the exposure from the variation of interest rates by entering into interest rate swap arrangements, resulting in a net exposure of approximately $5 million, including borrowings under the revolving facility. See Note 13 to the unaudited condensed consolidated financial
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statements for further discussion. In addition, we typically have various contractual obligations in our normal course of business, including those recorded as liabilities in our consolidated balance sheet, and certain purchase commitments that are not recognized, but are disclosed in the notes to our consolidated financial statements. A significant portion of these contractual obligations are related to payments for enterprise-wide information-technology services. We expect to continue to generate substantial cash from ongoing operating activities.

Cash Provided by (Used in) Investing Activities
Lower net cash used in investing activities for the nine months ended September 30, 2023, compared to the nine months ended September 30, 2022, was primarily due to lower payment of $23.3 million for capital expenditure and software development and higher net cash proceeds of $19.2 million from settlement of foreign currency contracts.
We expect capital expenditures in 2023 to be in the range of $160 million to $180 million.
Cash Provided by (Used in) Financing Activities
The decrease in net cash used in financing activities during the nine months ended September 30, 2023, compared to the nine months ended September 30, 2022, was primarily due to higher payment of $510.2 million for debt redemption and term loan repayment in the prior year period and higher net borrowing of $178.1 million for the credit facility in the current year period, partially offset by higher net debt issuance proceeds of $452.6 million in the prior year period, payment of $95.7 million for the purchase of the non-controlling interest of our China operations, higher dividend payments of $43.1 million and higher payments of approximately $13 million related to finance lease arrangements in the current year period.

Capital Resources and Debt

In addition to cash generated from our operating activities, we also borrow from time to time from our credit facility and issue long-term debt.
Below is a summary of our borrowings as of September 30, 2023 and December 31, 2022 (In millions):
September 30, 2023December 31, 2022
MaturityPrincipal amountDebt issuance costs and discountCarrying valuePrincipal amountDebt issuance costs and discountCarrying value
Debt maturing within one year:
2026 Term loan February 8, 2026$28.1 $— $28.1 $28.1 $— $28.1 
2029 Term loanJanuary 18, 20294.6 — 4.6 4.6 — 4.6 
Total short-term debt$32.7 $— $32.7 $32.7 $— $32.7 
Debt maturing after one year:
2026 Term loan February 8, 2026$2,630.6 $36.8 $2,593.8 $2,651.7 $49.2 $2,602.5 
2029 Term loanJanuary 18, 2029448.5 5.6 442.9 451.9 6.5 445.4 
Revolving facilitySeptember 11, 2025114.6 — 114.6 50.3 — 50.3 
5.000% Senior unsecured notesDecember 15, 2029460.0 5.4 454.6 460.0 6.0 454.0 
Total long-term debt$3,653.7 $47.8 $3,605.9 $3,613.9 $61.7 $3,552.2 
Total debt$3,686.4 $47.8 $3,638.6 $3,646.6 $61.7 $3,584.9 

See Note 5 to the unaudited condensed consolidated financial statements for detailed discussion related to our debt as of September 30, 2023 and December 31, 2022.
Contractual Obligations
See Notes 6, 8, 11 and 20 to the consolidated financial statements for the year ended December 31, 2022 included in the 2022 Annual Report on Form 10-K, which we filed on February 23, 2023, for expected payments for our debt, operating leases,
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pension obligations and vendor commitments, respectively. In addition, during the third quarter of 2023, we entered into technology service contracts with an aggregate commitment of approximately $233 million over the next five years. These contracts are largely to replace certain existing technology service contracts expiring on December 31, 2023. Our obligation is expected to be approximately $30 million in the fourth quarter of 2023 and $62 million in 2024.
Off-Balance Sheet Arrangements
We do not have any transactions, obligations or relationships that could be considered off-balance sheet arrangements, other than our foreign exchange forward contracts, interest rate swaps and cross currency swaps discussed in Note 13 to the unaudited condensed consolidated financial statements.

Item 3. Quantitative and Qualitative Disclosures About Market Risk
Our market risks primarily consist of the impact of changes in currency exchange rates on assets and liabilities, the impact of changes in the market value of certain of our investments and the impact of changes in interest rates on our borrowing costs and fair value calculations. As of September 30, 2023, no material change had occurred in our market risks, compared with the disclosure in our Annual Report on Form 10-K filed with the Securities and Exchange Commission on February 23, 2023.

Item 4. Controls and Procedures
As of September 30, 2023, under the supervision and with the participation of our Chief Executive Officer ("CEO") and Chief Financial Officer ("CFO"), management has evaluated the effectiveness of the design and operation of our disclosure controls and procedures, as defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as of the end of the period covered by this report.
Our disclosure controls and procedures are designed to ensure that information required to be disclosed by us in the reports that we file or submit under the Exchange Act is recorded, processed, summarized and reported within the time periods specified in the SEC's rules and forms, and that such information is accumulated and communicated to our management, including our CEO and CFO, as appropriate, to allow timely decisions regarding required disclosure.
There are inherent limitations to the effectiveness of any system of disclosure controls and procedures, including the possibility of human error and the circumvention or overriding of the controls and procedures. Our disclosure controls and procedures are designed to provide reasonable assurance of achieving their control objectives.
Based upon their evaluation, our CEO and CFO have concluded that as of September 30, 2023, our disclosure controls and procedures were effective to provide reasonable assurance that the information required to be disclosed by us in the reports we file or submit with the SEC are recorded, processed, summarized and reported within the time periods specified in SEC rules and forms and is accumulated and communicated to our management, including the principal executive and principal financial officers, as appropriate to allow timely decisions regarding required disclosure.
Changes in Internal Control over Financial Reporting
There were no changes in our internal control over financial reporting identified in connection with the evaluation required by Rules 13a-15(d) and 15d-15(d) of the Exchange Act that occurred during the quarter ended September 30, 2023 covered by this Quarterly Report on Form 10-Q that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

Part II: OTHER INFORMATION

Item 1. Legal Proceedings
Information in response to this Item is included in “Part I — Item 1. — Note 8 — Contingencies” and is incorporated by reference into Part II of this Quarterly Report on Form 10-Q.

Item 1A. Risk Factors
Other than the update to the risk factor set forth below, there have been no other material changes in our risk factors since our Annual Report on Form 10-K filed with the Securities and Exchange Commission on February 23, 2023.
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We are subject to various governmental regulations, laws and orders, including a 20-year consent order with the U.S. Federal Trade Commission (FTC) compliance with which may cause us to incur significant expenses or reduce the availability or effectiveness of our solutions, and the failure to comply with which could subject us to civil or criminal penalties or other liabilities.

We are subject to various government regulations affecting our collection, processing, and sale of our data-driven solutions, such as the FTC Act and the CCPA, as amended by the CPRA, the Virginia Consumer Data Protection Act, the Colorado Privacy Act, the Connecticut Act Concerning Personal Data Privacy and Online Monitoring, as well as forthcoming laws in Indiana, Iowa, Montana, Oregon, Texas, Tennessee, and Utah in the United States, the GDPR and certain credit information laws and permits as well as constitutional requirements in the European Union, the Cyber Security Law, DSL, and PIPL, and new AI regulations in China and various other international, federal, state and local laws and regulations. There is pending GDPR-related litigation in Poland resulting from our acquisition of Bisnode that may have an adverse impact on us. See "Business—Regulatory Matters" for a description of select regulatory regimes to which we are subject. These laws and regulations, which generally are designed to protect information relating to individuals and small businesses, the data rights of individuals, and to prevent the unauthorized collection, access to and use of personal or confidential information available in the marketplace and prohibit certain deceptive and unfair acts, are complex and have tended to become more stringent over time. Further, these laws and regulations may change or be interpreted and applied differently over time and from jurisdiction to jurisdiction, and it is possible they will be interpreted and applied in ways that will materially and adversely affect our business. For example, in the first half of 2023, several U.S. states introduced and passed legislation to expand privacy rights, data protection requirements, and data security breach notification. New and amended data protection, privacy, credit, data security, and artificial intelligence and ESG legislation that may impact Dun & Bradstreet has also been proposed in the U.S., European Union, China, India, and other international markets. We already incur significant expenses in our attempt to ensure compliance with these laws.
On April 6, 2022, the U.S. Federal Trade Commission (the “FTC”) finalized approval of a Consent Order with us (the “FTC Consent Order”) primarily relating to our business credit managing and monitoring products. The FTC Consent Order requires that we undertake specific compliance practices, recordkeeping, monitoring and reporting during its term, which ends on April 6, 2042.
On March 17, 2023, we were served by the FTC with an Order under Section 6(b) of the FTC Act (the “6(b) Order”), which authorizes the FTC to conduct wide-ranging studies that do not have a specific law enforcement purpose, in connection with the FTC’s inquiry into the small business credit reporting industry. Similar Orders were served on other companies in the credit reporting industry. Certain requirements of the 6(b) Order relate to subject matter similar to the scope of the FTC Consent Order. The FTC’s 6(b) inquiry is expected to examine various aspects of the collection, processing, and quality of information concerning small businesses for purposes of business credit reports and other business risk solutions, as well as the marketing and commercial practices related to such solutions, and various related matters. It is too early to determine what action, if any, the FTC may take with respect to its findings from its inquiry. It is possible that the FTC’s findings could result in FTC rule making or other action that may impact our business.
Some of the new U.S. state laws are intended to provide consumers (including sole proprietors) with greater transparency and control over their personal data as well as to provide additional obligations and duties for businesses. For example, the California Privacy Rights Act ("CPRA"), which amended the CCPA, became effective January 1, 2023, and expands upon the CCPA. Additionally, the Virginia Consumer Data Protection Act ("CDPA"), which also became effective on January 1, 2023 and additional laws in Colorado, Connecticut, and Utah, which become effective in the second half of 2023, Oregon and Montana, which become effective in 2024, Iowa, Tennessee, and Texas which become effective in 2025, and Indiana which becomes effective in 2026 are expected to affect our business. These laws place requirements on a broad scope of data sales and processing, which are likely to affect our business. Additionally, the duties and obligations for data handling, time sensitive privacy rights management, assessments, contracts, and similar requirements are expected to create more operational burdens on our business. We anticipate that additional state and/or federal legislation in the U.S. will continue to be enacted, and that our operations will need to continue to evolve to accommodate unique considerations across jurisdictions.
The following legal and regulatory developments also could have a material adverse effect on our business, financial condition or results of operations:
changes in cultural and consumer attitudes in favor of further restrictions on information collection use and transfer, which may lead to regulations that prevent full utilization of our solutions and impair our ability to transfer data cross-borders;
failure of data suppliers, third party processors, or clients to comply with laws or regulations, where mutual compliance is required or where our ability to comply is dependent on the compliance of those parties;
failure of our solutions to comply with current laws and regulations; and
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failure to adapt our solutions to changes in the regulatory environment in an efficient, cost-effective manner. This would include the failure to adapt modifications to existing solutions, or new solutions created internally or acquired through mergers, to existing or evolving legal requirements.

Changes in applicable legislation or regulations that restrict or dictate how we collect, maintain, combine and disseminate information could have a material adverse effect on our business, financial condition or results of operations. In the future, we may be subject to significant additional expense to ensure continued compliance with applicable laws and regulations and to investigate, defend or remedy actual or alleged violations. Moreover, our compliance with privacy and other data laws and regulations and our reputation depend in part on our clients’ and business partners’ adherence to such laws and regulations and their use of our solutions in ways consistent with client expectations and regulatory requirements. Businesses today are under intense scrutiny to comply with an ever-expanding and evolving set of data regulatory requirements, which can vary by geography and industry served. As such, performing adequate diligence on clients and suppliers can be cumbersome and dampen the pace of their business expansion or leave a business exposed to fines and penalties. Further, certain of the laws and regulations governing our business are subject to interpretation by judges, juries and administrative entities, creating substantial uncertainty for our business. We cannot predict what effect the interpretation of existing or new laws or regulations may have on our business.

Item 2. Unregistered Sales of Equity Securities and Use of Proceeds
None

Item 3. Defaults upon Senior Securities
None

Item 4. Mine Safety Disclosures
Not Applicable

Item 5. Other Information

In the third quarter of 2023, no director or officer (as defined in Exchange Act Rule 16a-1(f)) of the Company adopted or terminated a Rule 10b5-1 trading arrangement or non-Rule 10b5-1 trading arrangement for the purchase or sale of securities of the Company, within the meaning of Item 408 of Regulation S-K.

Item 6. Exhibits

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Exhibit NumberDescription
10.1
31.1
31.2
32.1
32.2
101
The following materials from Dun & Bradstreet Holdings, Inc.’s Quarterly Report on Form 10-Q for the quarter ended September 30, 2023, formatted in Inline Extensible Business Reporting Language (iXBRL): (i) the Condensed Consolidated Statement of Operations and Comprehensive Income (Loss) (Unaudited), (ii) the Condensed Consolidated Balance Sheets (Unaudited), (iii) the Condensed Consolidated Statements of Cash Flows (Unaudited), (iv) the Condensed Consolidated Statements of Stockholder Equity (Unaudited), and (v) the Notes to the Condensed Consolidated Financial Statements.
104Cover Page Interactive Data File (embedded within the iXBRL document and contained in Exhibit 101).

* Incorporated by reference.
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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.
DUN & BRADSTREET HOLDINGS, INC.
By:/s/ BRYAN T. HIPSHER
Bryan T. Hipsher
Date:November 1, 2023Chief Financial Officer
(Principal Financial Officer)
By:/s/ ANTHONY PIETRONTONE
Anthony Pietrontone
Date:November 1, 2023Chief Accounting Officer
(Principal Accounting Officer)
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