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TransUnion - Quarter Report: 2021 September (Form 10-Q)

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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, 2021
- OR -
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from                      to                     
Commission file number:
001-37470
 
TransUnion
(Exact name of registrant as specified in its charter)
 
 
Delaware 61-1678417
(State or other jurisdiction of
incorporation or organization)
 (I.R.S. Employer
Identification Number)
 
555 West Adams,Chicago,Illinois60661
(Address of principal executive offices)(Zip code)
312-985-2000
(Registrants’ telephone number, including area code)
Securities registered pursuant to Section 12(b) of the Act:
Title of each classTrading Symbol(s)Name of each exchange on which registered
Common Stock, $0.01 par valueTRUNew 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.
YesNo
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted 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 such files).
YesNo
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:


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Large Accelerated FilerAccelerated Filer
Non-Accelerated FilerSmaller 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).
YesNo
 
As of September 30, 2021, there were 191.6 million shares of TransUnion common stock outstanding.





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TRANSUNION
QUARTERLY REPORT ON FORM 10-Q
QUARTER ENDED SEPTEMBER 30, 2021
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PART I. FINANCIAL INFORMATION
ITEM 1. UNAUDITED CONSOLIDATED FINANCIAL STATEMENTS
TRANSUNION AND SUBSIDIARIES
Consolidated Balance Sheets (Unaudited)
(in millions, except per share data)
September 30,
2021
December 31,
2020
Assets
Current assets:
Cash and cash equivalents$708.8 $493.0 
Trade accounts receivable, net of allowance of $23.9 and $26.6
513.6 453.7 
Other current assets228.2 159.5 
Total current assets1,450.6 1,106.2 
Property, plant and equipment, net of accumulated depreciation and amortization of $622.0 and $548.9
196.4 223.2 
Goodwill3,424.7 3,461.5 
Other intangibles, net of accumulated amortization of $1,945.8 and $1,752.2
2,161.2 2,284.6 
Other assets275.5 236.1 
Total assets$7,508.4 $7,311.6 
Liabilities and stockholders’ equity
Current liabilities:
Trade accounts payable$227.7 $193.2 
Short-term debt and current portion of long-term debt$76.5 55.5 
Other current liabilities375.8 415.8 
Total current liabilities680.0 664.5 
Long-term debt3,253.1 3,398.7 
Deferred taxes419.8 396.8 
Other liabilities174.3 215.5 
Total liabilities4,527.2 4,675.5 
Stockholders’ equity:
Common stock, $0.01 par value; 1.0 billion shares authorized at September 30, 2021 and December 31, 2020, 197.2 million and 195.7 million shares issued at September 30, 2021 and December 31, 2020, respectively, and 191.6 million shares and 190.5 million shares outstanding as of September 30, 2021 and December 31, 2020, respectively
2.0 2.0 
Additional paid-in capital2,161.5 2,088.1 
Treasury stock at cost; 5.6 million and 5.2 million shares at September 30, 2021 and December 31, 2020, respectively
(250.1)(215.2)
Retained earnings1,255.7 937.4 
Accumulated other comprehensive loss(288.3)(272.1)
Total TransUnion stockholders’ equity2,880.8 2,540.2 
Noncontrolling interests100.4 95.9 
Total stockholders’ equity2,981.2 2,636.1 
Total liabilities and stockholders’ equity$7,508.4 $7,311.6 
See accompanying notes to unaudited consolidated financial statements.
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TRANSUNION AND SUBSIDIARIES
Consolidated Statements of Income (Unaudited)
(in millions, except per share data)
Three Months Ended 
 September 30,
Nine Months Ended 
 September 30,
 2021202020212020
Revenue$791.6 $695.9 $2,311.1 $2,017.9 
Operating expenses
Cost of services (exclusive of depreciation and amortization below)259.1 222.4 752.6 666.1 
Selling, general and administrative247.3 219.0 682.4 655.4 
Depreciation and amortization95.9 92.2 288.6 273.4 
Total operating expenses602.3 533.6 1,723.6 1,594.9 
Operating income189.4 162.3 587.5 423.0 
Non-operating income and (expense)
Interest expense(25.7)(27.6)(77.1)(98.7)
Interest income1.0 1.2 2.5 4.2 
Earnings from equity method investments2.9 2.1 8.6 6.7 
Other income and (expense), net(10.3)0.8 (10.8)(6.9)
Total non-operating income and (expense)(32.2)(23.6)(76.8)(94.7)
Income before income taxes157.2 138.7 510.7 328.3 
Provision for income taxes(39.0)(32.1)(129.1)(77.3)
Net income118.2 106.7 381.7 251.0 
Less: net (income) loss attributable to the noncontrolling interests(4.0)(3.9)(12.0)(9.5)
Net income attributable to TransUnion$114.2 $102.8 $369.7 $241.5 
Weighted-average shares outstanding:
Basic191.6 190.2 191.3 189.8 
Diluted193.1 192.3 192.9 192.1 
Earnings Per Share:
Basic$0.60 $0.54 $1.93 $1.27 
Diluted$0.59 $0.53 $1.92 $1.26 
See accompanying notes to unaudited consolidated financial statements.
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TRANSUNION AND SUBSIDIARIES
Consolidated Statements of Comprehensive Income (Loss) (Unaudited)
(in millions)
 
Three Months Ended 
 September 30,
Nine Months Ended September 30,
 2021202020212020
Net income$118.2 $106.7 $381.7 $251.0 
Other comprehensive income (loss):
         Foreign currency translation:
               Foreign currency translation adjustment(54.0)54.5 (49.7)(124.6)
               Benefit (expense) for income taxes0.1 — 0.1 1.9 
         Foreign currency translation, net(53.9)54.5 (49.6)(122.7)
         Hedge instruments:
               Net change on interest rate cap— — — 4.1 
               Net change on interest rate swap9.3 6.4 42.5 (53.3)
               Benefit (expense) for income taxes(2.3)(1.4)(10.6)12.4 
         Hedge instruments, net7.0 5.0 31.9 (36.8)
         Available-for-sale securities:
               Net unrealized (loss) gain(0.1)— — — 
               Provision for income taxes— — — — 
         Available-for-sale securities, net(0.1)— — — 
Total other comprehensive income (loss), net of tax(47.0)59.5 (17.7)(159.5)
Comprehensive income71.2 166.2 364.0 91.5 
Less: comprehensive income attributable to noncontrolling interests(3.4)(4.5)(10.5)(8.2)
Comprehensive income (loss) attributable to TransUnion$67.8 $161.7 $353.5 $83.3 
See accompanying notes to unaudited consolidated financial statements.

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TRANSUNION AND SUBSIDIARIES
Consolidated Statements of Cash Flows (Unaudited)
(in millions)
Nine Months Ended September 30,
20212020
Cash flows from operating activities:
Net income$381.7 $251.0 
Adjustments to reconcile net income to net cash provided by operating activities:
Depreciation and amortization288.6 273.4 
Net (gain) loss on investments in affiliated companies and other investments(12.3)0.5 
Deferred taxes13.2 (25.2)
Stock-based compensation51.6 29.6 
Provision for losses on trade accounts receivable0.7 11.4 
Other1.0 6.1 
Changes in assets and liabilities:
Trade accounts receivable(63.2)(43.4)
Other current and long-term assets(40.5)(9.6)
Trade accounts payable35.6 7.3 
Other current and long-term liabilities3.8 57.1 
Cash provided by operating activities660.2 558.2 
Cash flows from investing activities:
Capital expenditures(158.1)(131.7)
Proceeds from sale/maturities of other investments 27.8 52.3 
Purchases of other investments(53.7)(65.0)
Investments in nonconsolidated affiliates and purchases of convertible notes(41.6)(12.3)
Proceeds from disposals of investments and assets held for sale18.7 1.6 
Other(1.1)1.6 
Cash used in investing activities(208.0)(153.5)
Cash flows from financing activities:
Repayments of debt(127.5)(45.0)
Proceeds from issuance of common stock and exercise of stock options21.2 21.7 
Dividends to shareholders(51.5)(43.3)
Employee taxes paid on restricted stock units recorded as treasury stock(34.8)(35.5)
Payment of contingent consideration(32.4)(6.4)
Distributions to noncontrolling interests(6.5)(1.4)
Cash used in financing activities(231.5)(109.9)
Effect of exchange rate changes on cash and cash equivalents(4.9)(14.9)
Net change in cash and cash equivalents215.8 279.9 
Cash and cash equivalents, beginning of period493.0 274.1 
Cash and cash equivalents, end of period$708.8 $554.0 
See accompanying notes to unaudited consolidated financial statements.
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TRANSUNION AND SUBSIDIARIES
Consolidated Statements of Stockholders’ Equity (Unaudited)
(in millions)
 Common StockPaid-In
Capital
Treasury
Stock
Retained
Earnings
Accumulated
Other
Comprehensive
Loss
Noncontrolling
Interests
Total
SharesAmount
Balance, December 31, 2019188.7 $1.9 $2,022.3 $(179.2)$652.0 $(251.6)$94.0 $2,339.4 
Net income— — — — 70.2 — 4.1 74.3 
Other comprehensive loss— — — — — (216.6)(1.7)(218.3)
Stock-based compensation— — 4.1 — — — — 4.1 
Employee share purchase plan0.1 — 8.9 — — — — 8.9 
Exercise of stock options0.4 — 2.8 — — — — 2.8 
Vesting of restricted stock units0.9 — — — — — — — 
Treasury stock purchased(0.3)— — (32.6)— — — (32.6)
Dividends to shareholders— — — — (14.4)— — (14.4)
Other— — — — (0.1)— 0.1 — 
Balance, March 31, 2020189.8 $1.9 $2,038.1 $(211.8)$707.7 $(468.2)$96.5 $2,164.2 
Net income— — — — 68.5 — 1.5 70.0 
Other comprehensive loss— — — — — (0.4)(0.2)(0.6)
Stock-based compensation— — 15.9 — — — — 15.9 
Exercise of stock options0.3 0.1 2.5 — — — — 2.6 
Treasury stock purchased— — — (0.4)— — — (0.4)
Dividends to shareholders— — — — (14.5)— — (14.5)
Other— — (0.1)— — — (0.5)(0.6)
Balance, June 30, 2020190.1 $2.0 $2,056.4 $(212.2)$761.7 $(468.6)$97.3 $2,236.6 
Net income— — — — 102.8 — 3.9 106.7 
Other comprehensive income— — — — — 58.9 0.6 59.5 
Distributions to noncontrolling interests— — — — — — (1.4)(1.4)
Stock-based compensation— — 7.2 — — — — 7.2 
Employee share purchase plan0.1 — 10.2 — — — — 10.2 
Vesting of restricted stock units0.1 — — — — — — — 
Exercise of stock options— — 0.2 — — — — 0.2 
Treasury stock purchased— — — (2.5)— — — (2.5)
Dividends to shareholders— — — — (14.3)— — (14.3)
Other— — — — 0.1 — (0.1)— 
Balance, September 30, 2020190.3 $2.0 $2,074.0 $(214.7)$850.3 $(409.7)$100.3 $2,402.2 

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 Common StockPaid-In
Capital
Treasury
Stock
Retained
Earnings
Accumulated
Other
Comprehensive
Loss
Noncontrolling
Interests
Total
SharesAmount
Balance, December 31, 2020190.5 $2.0 $2,088.1 $(215.2)$937.4 $(272.1)$95.9 $2,636.1 
Net income— — — — 127.9 — 2.7 130.6 
Other comprehensive income— — — — — 11.7 (1.0)10.7 
Stock-based compensation— — 17.0 — — — — 17.0 
Employee share purchase plan0.1 — 10.7 — — — — 10.7 
Exercise of stock options0.1 — 1.0 — — — — 1.0 
Vesting of restricted stock units0.9 — — — — — — — 
Treasury stock purchased(0.3)— — (28.5)— — — (28.5)
Dividends to shareholders— — — — (14.5)— — (14.5)
Balance, March 31, 2021191.3 $2.0 $2,116.8 $(243.8)$1,050.8 $(260.3)$97.6 $2,763.1 
Net income— — — — 127.6 — 5.2 132.9 
Other comprehensive income— — — — — 18.5 0.1 18.6 
Distributions to noncontrolling interests— — — — — — (0.6)(0.6)
Stock-based compensation— — 15.9 — — — — 15.9 
Exercise of stock options0.2 — 1.0 — — — — 1.0 
Vesting of restricted stock units0.1 — — — — — — — 
Treasury stock purchased(0.1)— — (5.4)— — — (5.4)
Dividends to shareholders— — — — (18.4)— — (18.4)
Other— — — — — — 0.5 0.5 
Balance, June 30, 2021191.5 $2.0 $2,133.7 $(249.2)$1,160.1 $(241.9)$102.9 $2,907.6 
Net income (loss)— — — — 114.2 — 4.0 118.2 
Other comprehensive income— — — — — (46.4)(0.6)(47.0)
Distributions to noncontrolling interests— — — — — — (5.9)(5.9)
Stock-based compensation— — 16.1 — — — — 16.1 
Employee share purchase plan0.1 — 11.4 — — — — 11.4 
Exercise of stock options— — 0.2 — — — — 0.2 
Vesting of restricted stock units— — — — — — — — 
Treasury stock purchased— — — (0.9)— — — (0.9)
Dividends to shareholders— — — — (18.6)— — (18.6)
Balance, September 30, 2021191.6 $2.0 $2,161.5 $(250.1)$1,255.7 $(288.3)$100.4 $2,981.2 
See accompanying notes to unaudited consolidated financial statements.
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TRANSUNION AND SUBSIDIARIES
Notes to Unaudited Consolidated Financial Statements
1. Significant Accounting and Reporting Policies
Basis of Presentation
The accompanying unaudited Condensed Consolidated Financial Statements of TransUnion have been prepared in accordance with instructions to Form 10-Q and Rule 10-01 of Regulation S-X and do not include all the information required by accounting principles generally accepted in the United States of America (“U.S. GAAP”) for complete financial statements. In the opinion of management, all adjustments, including normal recurring adjustments, considered necessary for a fair statement have been included. All significant intercompany transactions and balances have been eliminated. As a result of displaying amounts in millions, rounding differences may exist in the financial statements and footnote tables. The operating results of TransUnion for the periods presented are not necessarily indicative of the results that may be expected for the full year ending December 31, 2021. The Company’s year-end Consolidated Balance Sheet data was derived from audited financial statements. Therefore, these unaudited consolidated financial statements should be read in conjunction with our audited financial statements included in our Annual Report on Form 10-K for the year ended December 31, 2020, filed with the Securities and Exchange Commission (“SEC”) on February 16, 2021.
Unless the context indicates otherwise, any reference in this report to the “Company,” “we,” “our,” “us,” and “its” refers to TransUnion and its consolidated subsidiaries, collectively.
For the periods presented, TransUnion does not have any material assets, liabilities, revenues, expenses or operations of any kind other than its ownership investment in TransUnion Intermediate Holdings, Inc.
Principles of Consolidation
The consolidated financial statements of TransUnion include the accounts of TransUnion and all of its controlled subsidiaries. Investments in nonmarketable unconsolidated entities in which the Company is able to exercise significant influence are accounted for using the equity method. Investments in nonmarketable unconsolidated entities in which the Company is not able to exercise significant influence, our “Cost Method Investments,” are accounted for at our initial cost, minus any impairment, plus or minus changes resulting from observable price changes in orderly transactions for the identical or a similar investment of the same issuer.
Use of Estimates
The preparation of consolidated financial statements and related disclosures in accordance with GAAP requires management to make estimates and judgments that affect the amounts reported. We believe that the estimates used in preparation of the accompanying consolidated financial statements are reasonable, based upon information available to management at this time. These estimates and judgments affect the reported amounts of assets, liabilities and disclosure of contingent assets and liabilities at the balance sheet date, as well as the amounts of revenue and expense during the reporting period. Estimates are inherently uncertain and actual results could differ materially from the estimated amounts.
Impact of COVID-19 On Our Financial Statements
Beginning in the middle of March 2020, the economic effect of the COVID-19 pandemic had a material and adverse impact on numerous aspects of our business, including customer demand for our services and solutions in all of our segments. While we continue to see improvements in demand for our services to varying degrees in the markets where we operate since the low point in April 2020, including encouraging results in the first three quarters of 2021, given the continuously evolving and unpredictable nature of the pandemic, including the rise of variants of the virus and the effectiveness of vaccines against those variants, COVID-19 may have a material and adverse impact on various aspects of our business, including our results of operations and financial condition, in the future.
Recently Announced Transactions
On September 13, 2021, we announced our agreement to acquire Neustar, Inc. for $3.1 billion in cash, subject to customary purchase price adjustments. We intend to finance the acquisition through a combination of debt financing and cash on hand, and have entered into a debt commitment letter which provides for a senior secured term loan facility in an aggregate principal amount of up to $3.1 billion. We expect the acquisition to close in the fourth quarter of 2021, subject to the satisfaction of customary closing conditions and regulatory approvals.
On October 26, 2021, we announced our agreement to acquire Sontiq, Inc. for $638 million in cash, subject to customary purchase price adjustments. We intend to finance the acquisition through a combination of debt financing and cash on hand, and have entered into a debt commitment letter which provides for a new secured term loan facility in an aggregate principal
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amount of up to $640 million. We expect the acquisition to close in the fourth quarter of 2021, subject to the satisfaction of customary closing conditions and regulatory approvals.
In connection with executing on our strategic initiatives and positioning TransUnion for attractive long-term growth, in October 2021, we signed an agreement to sell our Healthcare business for $1.735 billion in cash subject to customary purchase price adjustments. We are targeting a closing of this transaction in the fourth quarter of 2021, subject to the satisfaction of customary closing conditions and regulatory approvals. We expect to realize a material gain on sale of the Healthcare business and intend to use the net proceeds from this sale to prepay debt and for other general corporate purposes as permitted under the Senior secured credit facilities. We report the financial results of the Healthcare business within our U.S. Markets Reportable segment. We expect to report the Healthcare business as a discontinued operation beginning in the fourth quarter of 2021.
Trade Accounts Receivable
We base our allowance for doubtful accounts estimate on our historical loss experience, our current expectations of future losses, current economic conditions, an analysis of the aging of outstanding receivables and customer payment patterns, and specific reserves for customers in adverse financial condition or for existing contractual disputes.
The following is a rollforward of the allowance for doubtful accounts for the periods presented:
 Nine Months Ended September 30,
20212020
Beginning Balance$26.6 $19.0 
Provision for losses on trade accounts receivable0.7 11.4 
Write-offs, net of recovered accounts(3.4)(5.1)
Ending balance$23.9 $25.3 
Long-Lived Assets and Goodwill
We review long-lived asset groups that are subject to amortization for impairment whenever events or changes in circumstances indicate that the carrying amount of an asset group may not be recoverable. We test goodwill for impairment on an annual basis, in the fourth quarter, or on an interim basis if there is an indicator of impairment. As additional information becomes available to us, our future assessment of impairments to long-lived assets and goodwill could materially and adversely impact our consolidated financial statements in future reporting periods.
The decrease in other intangibles, net of accumulated amortization, as of September 30, 2021, compared with December 31, 2020, is due primarily to 2021 amortization expense and a decrease due to the cumulative translation adjustment of our foreign entities long-lived assets resulting from changes to foreign exchange rates between periods, partially offset by an increase from expenditure for the development of internal use software. The decrease in goodwill as of September 30, 2021, compared with December 31, 2020, is due primarily to a cumulative translation adjustment of our foreign entities goodwill resulting from changes to foreign exchange rates between periods. The offset to these translation adjustments are included in accumulated other comprehensive loss on our balance sheet.
Recently Adopted Accounting Pronouncements
On December 18, 2019, the FASB issued ASU 2019-12, Income Taxes (Topic 740): Simplifying the Accounting for Income Taxes. This amendment removes specific exceptions to the general principles in Topic 740. Among other things it eliminates the need for organizations to analyze whether the following apply in a given period: an exception to the incremental approach for intra-period tax allocation; exceptions to accounting for basis differences when there are ownership changes in foreign investments; and an exception in interim period income tax accounting for year-to-date losses that exceed anticipated losses. This amendment also improves financial statement preparers’ application of income tax-related guidance and simplifies GAAP for: franchise taxes that are partially based on income; transactions with a government that result in a step up in the tax basis of goodwill; separate financial statements of legal entities that are not subject to tax; and enacted changes in tax laws in interim periods. This guidance is effective for annual reporting periods beginning after December 15, 2020, including interim periods therein. Upon adoption, this guidance did not have a material impact on our consolidated financial statements.

On January 16, 2020, the FASB issued ASU 2020-01, Investments-Equity Securities (Topic 321), Investments-Equity Method and Joint Ventures (Topic 323), and Derivatives and Hedging (Topic 815)-Clarifying the Interactions between Topic 321, Topic 323, and Topic 815. This amendment, among other things, clarifies that a company should consider observable transactions that require a company to either apply or discontinue the equity method of accounting under Topic 323, Investments-Equity Method and Joint Ventures, for the purposes of applying the measurement alternative in accordance with Topic 321 immediately before
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applying or upon discontinuing the equity method. This amendment also clarifies that, when determining the accounting for certain forward contracts and purchased options a company should not consider, whether upon settlement or exercise, if the underlying securities would be accounted for under the equity method or fair value option. This guidance is effective for annual reporting periods beginning after December 15, 2020, including interim periods therein. Upon adoption, this guidance had no impact our consolidated financial statements as we had not such transactions at the time of adoption.
2. Fair Value
The following table summarizes financial instruments measured at fair value, on a recurring basis, as of September 30, 2021:
(in millions)TotalLevel 1Level 2Level 3
Assets
Available-for-sale debt securities (Note 3)$3.1 $— $3.1 $— 
Interest rate swaps (Notes 4 and 8)0.2 — 0.2 — 
Total$3.3 $— $3.3 $— 
Liabilities
Interest rate swaps (Notes 7 and 8)$47.4 $— $47.4 $— 
Total$47.4 $— $47.4 $— 
The following table summarizes financial instruments measured at fair value, on a recurring basis, as of December 31, 2020:
(in millions)TotalLevel 1Level 2Level 3
Assets
Available-for-sale debt securities (Note 3)$3.2 $— $3.2 $— 
Total$3.2 $— $3.2 $— 
Liabilities
Interest rate swaps (Notes 7 and 8)$89.7 $— $89.7 $— 
Contingent consideration (Note 6 and 7)41.4 — — 41.4 
Total$131.1 $— $89.7 $41.4 
Level 2 instruments consist of foreign exchange-traded corporate bonds and interest rate swaps. Foreign exchange-traded corporate bonds are available-for-sale debt securities valued at their current quoted prices. These securities mature between 2027 and 2033. Unrealized gains and losses on available-for-sale debt securities, which are not material, are included in other comprehensive income. The interest rate swaps fair values are determined using the market standard methodology of discounting the future expected net cash receipts or payments that would occur if variable interest rates rise above or fall below the fixed rates of the swaps. The variable interest rates used in the calculations of projected receipts on the swaps are based on an expectation of future interest rates derived from observable market interest rate curves and volatilities. As discussed in Note 8, “Debt,” there are two tranches of interest rate swaps that we entered into in 2020. As of September 30, 2021, one of those tranches is in an asset position, and the other is in a liability position.
Level 3 instruments were contingent consideration obligations related to companies we acquired. These obligations were contingent upon meeting certain revenue performance metrics through March 31, 2021. The fair values of these obligations were determined based on an income approach, using our expectations of the future expected revenue of the acquired entities. During the nine months ended September 30, 2021 we paid $41.2 million of this contingent consideration, and recorded other offsetting adjustments to our estimates of the acquisition date fair values of these obligations recorded to goodwill, and changes to the fair value of these obligations subsequent to the dates of acquisition recorded to selling, general and administrative expenses in our consolidated statements of income. As of September 30, 2021, the balance of these contingent obligations is zero.
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3. Other Current Assets
Other current assets consisted of the following:
(in millions)September 30, 2021December 31, 2020
Prepaid expenses$108.5 $84.7 
Marketable securities (Note 2)3.1 3.2 
Contract assets (Note 10)0.7 1.8 
Other115.9 69.8 
Total other current assets$228.2 $159.5 
Other includes other investments in non-negotiable certificates of deposit that are recorded at their carrying value which approximates fair value.
4. Other Assets
Other assets consisted of the following:
(in millions)September 30, 2021December 31, 2020
Investments in affiliated companies (Note 5)$174.4 $138.8 
Right-of-use lease assets63.8 65.6 
Interest rate swaps (Notes 2 and 8)0.2 — 
Other37.1 31.7 
Total other assets$275.5 $236.1 
5. Investments in Affiliated Companies
Investments in affiliated companies represent our investment in non-consolidated domestic and foreign entities. These entities are in businesses similar to our businesses.
We use the equity method to account for investments in affiliates where we are able to exercise significant influence. For these investments, we adjust the carrying value for our proportionate share of the affiliates’ earnings, losses and distributions, as well as for purchases and sales of our ownership interest.
We account for nonmarketable investments in equity securities in which we are not able to exercise significant influence, our “Cost Method Investments”, at our initial cost, minus any impairment, plus or minus changes resulting from observable price changes in orderly transactions for the identical or a similar investment of the same issuer. For these investments, we adjust the carrying value for any purchases or sales of our ownership interests. We record any dividends received from these investments as other income in non-operating income and expense.
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Investments in affiliated companies consisted of the following:
(in millions)September 30, 2021December 31, 2020
Equity Method investments$45.4 $46.1 
Cost Method Investments129.0 92.7 
Total investments in affiliated companies (Note 4)$174.4 $138.8 
These balances are included in other assets in the consolidated balance sheets. The increase in Cost Method Investments is due primarily to investments we made during 2021 recorded in all three of our Operating Segments, offset by decreases from the disposal of two of our Cost Method Investments.
Earnings from equity method investments, which are included in other non-operating income and expense, and dividends received from equity method investments consisted of the following:
Three Months Ended 
 September 30,
Nine Months Ended 
 September 30,
(in millions)2021202020212020
Earnings from equity method investments (Note 13)$2.9 $2.1 $8.6 $6.7 
Dividends received from equity method investments$— $1.3 $8.0 $7.6 
6. Other Current Liabilities
Other current liabilities consisted of the following:
(in millions)September 30, 2021December 31, 2020
Accrued payroll and employee benefits$182.2 $149.3 
Deferred revenue (Note 10)72.0 85.5 
Accrued legal and regulatory (Note 14)64.5 76.0 
Operating lease liabilities16.0 17.9 
Contingent consideration (Note 2)— 37.8 
Other 41.1 49.3 
Total other current liabilities$375.8 $415.8 
The increase in accrued payroll and employee benefits was due primarily to an increase in accrued incentive compensation resulting from our improved operating results. The decrease in accrued legal and regulatory was due primarily to a reduction of our estimated liability for the Ramirez Litigation as discussed below, partially offset by an increase for certain other legal and regulatory matters. Contingent consideration that was accrued as of December 31, 2020 was paid out in the second quarter of 2021.
7. Other Liabilities
Other liabilities consisted of the following:
(in millions)September 30, 2021December 31, 2020
Operating lease liabilities$55.5 $54.0 
Interest rate swaps (Notes 2 and 8)47.4 89.7 
Unrecognized tax benefits, net of indirect tax effects (Note 12)36.5 34.4 
Deferred revenue (Note 10)2.2 3.0 
Other32.7 34.4 
Total other liabilities$174.3 $215.5 
The decrease in the interest rate swaps liability was due primarily to changes in the forward LIBOR curve during the period.
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8. Debt
Debt outstanding consisted of the following:
(in millions)September 30, 2021December 31, 2020
Senior Secured Term Loan B-5, payable in quarterly installments through November 15, 2026, with periodic variable interest at LIBOR or alternate base rate, plus applicable margin (1.83% at September 30, 2021, and 1.90% at December 31, 2020), net of original issue discount and deferred financing fees of $3.3 million and $8.1 million, respectively, at September 30, 2021, and original issue discount and deferred financing fees of $3.9 million and $9.5 million, respectively, at December 31, 2020
$2,233.1 $2,335.6 
Senior Secured Term Loan A-3, payable in quarterly installments through December 10, 2024, with periodic variable interest at LIBOR or alternate base rate, plus applicable margin (1.33% at September 30, 2021, and 1.40% at December 31, 2020), net of original issue discount and deferred financing fees of $2.1 million and $1.3 million, respectively, at September 30, 2021, and original issue discount and deferred financing fees of $2.6 million and $1.6 million, respectively, at December 31, 2020
1,096.3 1,117.0 
Senior Secured Revolving Credit Facility— — 
Other notes payable— 1.4 
Finance leases0.2 0.2 
Total debt3,329.6 3,454.2 
Less short-term debt and current portion of long-term debt(76.5)(55.5)
Total long-term debt$3,253.1 $3,398.7 
Senior Secured Credit Facility
On June 15, 2010, we entered into a Senior Secured Credit Facility with various lenders. This facility has been amended several times and currently consists of the Senior Secured Term Loan B-5, Senior Secured Term Loan A-3 (collectively, the “Senior Secured Term Loans”), and the Senior Secured Revolving Credit Facility.
For the nine months ended September 30, 2021, we prepaid $85.0 million of our Senior Secured Term Loans, funded from our cash on hand. As a result of this prepayment, we expensed $0.5 million of our unamortized original issue discount and deferred financing fees to other income and expense in the consolidated statement of income.
As of September 30, 2021, we had no outstanding balance under the Senior Secured Revolving Credit Facility and $0.1 million of outstanding letters of credit, and could have borrowed up to the remaining $299.9 million available.
TransUnion also has the ability to request incremental loans on the same terms under the Senior Secured Credit Facility up to the greater of $1,000.0 million and 100% of Consolidated EBITDA for the four quarters preceding such request date, and may incur additional incremental loans so long as the senior secured net leverage ratio does not exceed 4.25-to-1, subject to certain additional conditions and commitments by existing or new lenders to fund any additional borrowings.
With certain exceptions, the Senior Secured Credit Facility obligations are secured by a first-priority security interest in substantially all of the assets of Trans Union LLC, including its investment in subsidiaries. The Senior Secured Credit Facility contains various restrictions and nonfinancial covenants, along with a senior secured net leverage ratio test. The nonfinancial covenants include restrictions on dividends, investments, dispositions, future borrowings and other specified payments, as well as additional reporting and disclosure requirements. The senior secured net leverage test must be met as a condition to incur additional indebtedness, make certain investments, and may be required to make certain restricted payments. The senior secured net leverage ratio must not exceed 5.5-to-1 at any such measurement date. Under the terms of the Senior Secured Credit Facility, TransUnion may make dividend payments up to the greater of $75 million or 7.5% of Consolidated EBITDA per year, or an unlimited amount provided that no default or event of default exists and so long as the total net leverage ratio does not exceed 4.75-to-1. As of September 30, 2021, we were in compliance with all debt covenants.
Interest Rate Hedging
On March 10, 2020, we entered into two tranches of interest rate swap agreements with various counter parties that effectively fix our LIBOR exposure on a portion of our Senior Secured Term Loans or similar replacement debt. The first tranche commenced on June 30, 2020, and expires on June 30, 2022, with a current aggregate notional amount of $1,125.0 million that amortizes each quarter. The first tranche requires TransUnion to pay fixed rates varying between 0.5200% and 0.5295% in
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exchange for receiving a variable rate that matches the variable rate on our loans. The second tranche commences on June 30, 2022, and expires on June 30, 2025, with an initial aggregate notional amount of $1,110.0 million that amortizes each quarter after it commences. The second tranche requires TransUnion to pay fixed rates varying between 0.9125% and 0.9280% in exchange for receiving a variable rate that matches the variable rate on our loans. We have designated these swap agreements as cash flow hedges.
On December 17, 2018, we entered into interest rate swap agreements with various counter parties that effectively fix our LIBOR exposure on a portion of our Senior Secured Term Loans or similar replacement debt, which is currently fixed at 2.702% and 2.706%. We have designated these swap agreements as cash flow hedges. The current aggregate notional amount under these agreements is $1,395.0 million, decreasing each quarter until the second agreement terminates on December 30, 2022.
On December 18, 2015, we entered into interest rate cap agreements with various counter parties that effectively capped our LIBOR exposure on a portion of our Senior Secured Term Loans or similar replacement debt at 0.75% beginning June 30, 2016. These cap agreements expired on June 30, 2020, and were previously designated as cash flow hedges.
The change in the fair value of our hedging instruments, included in our assessment of hedge effectiveness, is recorded in other comprehensive income, and reclassified to interest expense when the corresponding hedged debt affects earnings.
The net change in the fair value of the swaps resulted in an unrealized gain of $9.3 million ($7.0 million, net of tax) and $42.5 million ($31.9 million, net of tax) for the three and nine months ended September 30, 2021, respectively, recorded in other comprehensive income. The net change in the fair value of the swaps resulted in an unrealized gain of $6.4 million ($5.0 million, net of tax) and loss of $53.3 million ($39.9 million, net of tax) for the three and nine months ended September 30, 2020, respectively, recorded in other comprehensive income. Interest expense on the swaps in the three and nine months ended September 30, 2021 was $10.6 million ($8.0 million, net of tax) and $31.2 million ($23.5 million, net of tax), respectively. Interest expense on the swaps in the three and nine months ended September 30, 2020 was expense of $10.3 million ($8.0 million, net of tax) and $21.9 million ($16.5 million, net of tax), respectively. We currently expect to recognize a loss of approximately $41.5 million as interest expense due to our expectation that LIBOR will exceed the fixed rates of interest over the next twelve months.
The net change in the fair value of the caps resulted in a recognition into interest expense previously unrealized loss of $4.1 million ($3.1 million, net of tax) for the nine months ended September 30, 2020, recorded in other comprehensive income. Interest expense reclassified from other comprehensive income to interest expense related to the fair value of the portion of the caps expiring in the nine months ended September 30, 2020, was expense of $6.7 million ($5.1 million, net of tax).
Fair Value of Debt
As of September 30, 2021 and December 31, 2020 the fair value of our variable-rate Senior Secured Term Loan B-5, excluding original issue discounts and deferred fees was approximately $2,233.1 million and $2,351.9 million, respectively. As of September 30, 2021 and December 31, 2020, the fair value of our Senior Secured Term Loan A-3, excluding original issue discounts and deferred fees, was approximately $1,096.9 million and $1,112.8 million, respectively. The fair values of our variable-rate term loans are determined using Level 2 inputs, based on quoted market prices for the publicly traded instruments.
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9. Stockholders’ Equity
Common Stock Dividends
During the second quarter of 2021, we increased our quarterly dividend from $0.075 per share to $0.095 per share. Our board of directors declared a dividend of $0.075 on February 24, 2021 to holders of record on March 11, 2021. Additionally, our board of directors declared a dividend of $0.095 per share on May 11, 2021 and August 10, 2021 to holders of record on May 26, 2021 and August 25, 2021, respectively. We paid dividends of $14.3 million, $18.2 million and $18.2 million on March 26, 2021, June 10, 2021 and September 9, 2021, respectively. Dividends declared accrue to outstanding restricted stock units and are paid to employees as dividend equivalents when the restricted stock units vest.
Any determination to pay dividends in the future will be at the discretion of our board of directors and will depend on a number of factors, including our liquidity, results of operations, financial condition, contractual restrictions, restrictions imposed by applicable law and other factors our board of directors deems appropriate. We currently have capacity and intend to continue to pay a quarterly dividend, subject to approval by our board.
Treasury Stock
On February 13, 2017, our board of directors authorized the repurchase of up to $300.0 million of our common stock over the next 3 years. Our board of directors removed the three-year time limitation on February 8, 2018. To date, we have repurchased $133.5 million of our common stock and have the ability to repurchase the remaining $166.5 million.
We have no obligation to repurchase additional shares. Any determination to repurchase additional shares will be at the discretion of management and will depend on a number of factors, including our liquidity, results of operations, financial condition, contractual restrictions, restrictions imposed by applicable law, market conditions, the cost of repurchasing shares, the availability of alternative investment opportunities and other factors management deems appropriate. Any repurchased shares will have the status of treasury shares and may be used, if and when needed, for general corporate purposes.
During the first quarter of 2021 and 2020, 0.9 million outstanding employee restricted stock units vested and became taxable to the employees. During the first quarter of 2021 and 2020, the employees used 0.3 million shares of the vested stock to satisfy their payroll tax withholding obligations in a net share settlement arrangement whereby the employees received 0.6 million of the shares and gave TransUnion the remaining 0.3 million shares that we have recorded as treasury stock. During the first quarter of 2021 and 2020, we remitted cash equivalent $27.7 million and $32.1 million, respectively, of the vest date value of the treasury stock to the respective governmental agencies in settlement of the employee withholding tax obligations. On occasion, as other stock units vest or stock options are exercised throughout the year, employees use shares of stock to satisfy their payroll tax withholding obligations in a net settlement arrangement and we remit the equivalent value of those shares to the respective governmental agencies.
Preferred Stock
As of September 30, 2021 and December 31, 2020, we had 100.0 million shares of preferred stock authorized, and no preferred stock issued or outstanding.
10. Revenue
All of our revenue is derived from contracts with customers and is reported as revenue in the consolidated statements of income generally as, or at the point in time, the performance obligation is satisfied. A performance obligation is a promise in a contract to transfer a distinct good or service to a customer. We have contracts with two general groups of performance obligations: those that require us to stand ready to provide goods and services to a customer to use as and when requested (“Stand Ready Performance Obligations”) and those that do not require us to stand ready (“Other Performance Obligations”). Our Stand Ready Performance Obligations include obligations to stand ready to provide data, process transactions, access our databases, software-as-a-service and direct-to-consumer products, provide rights to use our intellectual property and other services. Our Other Performance Obligations include the sale of certain batch data sets and various professional and other services.
Most of our Stand Ready Performance Obligations consist of a series of distinct goods and services that are substantially the same and have the same monthly pattern of transfer to our customers. We consider each month of service in this time series to be a distinct performance obligation and, accordingly, recognize revenue over time. For a majority of these Stand Ready Performance Obligations, the total contractual price is variable because our obligation is to process an unknown quantity of transactions, as and when requested by our customers, over the contract period. We allocate the variable price to each month of service using the time-series concept and recognize revenue based on the most likely amount of consideration to which we will be entitled, which is generally the amount we have the right to invoice. This monthly amount can be based on the actual volume of units delivered or a guaranteed minimum, if higher. Occasionally we have contracts where the amount we will be entitled to
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for the transactions processed is uncertain, in which case we estimate the revenue based on what we consider to be the most likely amount of consideration we will be entitled to, and adjust any estimates as facts and circumstances evolve.
Certain of our Performance Obligations are related to contingent fee based contracts that require us to provide services before we have an enforceable right to payment. For these performance obligations, we recognize revenue at the point in time the contingency is met and we have an enforceable contract and right to payment.
For all contracts that include a Stand Ready Performance Obligation with variable pricing, we are unable to estimate the variable price attributable to future performance obligations because the number of units to be purchased is not known. As a result, we use the exception available to forgo disclosures about revenue attributable to the future performance obligations where we recognize revenue using the time-series concept as discussed above, including those qualifying for the right to invoice practical expedient. We also use the exception available to forgo disclosures about revenue attributable to contracts with expected durations of one year or less.
We have certain contracts that have a duration of more than one year. For these contracts, the transaction price allocable to the future performance obligations is primarily fixed but contains a variable component. For these contracts, we expect to recognize revenue of approximately $120 million over the next two years and $150 million thereafter.
Certain of our Other Performance Obligations, including certain batch data sets and certain professional and other services, are delivered at a point in time. Accordingly, we recognize revenue upon delivery, once we have satisfied that obligation. For certain Other Performance Obligations, including certain professional and other services, we recognize revenue over time, based on an estimate of progress towards completion of that obligation. These contracts are not material.
In certain circumstances we apply the revenue recognition guidance to a portfolio of contracts with similar characteristics. We use estimates and assumptions when accounting for a portfolio that reflect the size and composition of the portfolio of contracts.
Our contracts include standard commercial payment terms generally acceptable in each region, and do not include financing with extended payment terms. We have no significant obligations for refunds, warranties, or similar obligations. Our revenue does not include taxes collected from our customers.
Accounts receivable are shown separately on our balance sheet. Contract assets and liabilities result due to the timing of revenue recognition, billings and cash collections. Contract assets include our right to payment for goods and services already transferred to a customer when the right to payment is conditional on something other than the passage of time, for example, contracts pursuant to which we recognize revenue over time but do not have a contractual right to payment until we complete the contract. Contract assets are included in our other current assets and are not material as of September 30, 2021.
As our contracts with customers generally have a duration of one year or less, our contract liabilities consist of deferred revenue that is primarily short-term in nature. Contract liabilities include current and long-term deferred revenue that is included in other current liabilities and other liabilities. We expect to recognize the December 31, 2020, current deferred revenue balance as revenue during 2021. The majority of our long-term deferred revenue, which is not material, is expected to be recognized in less than two years.
For additional disclosures about the disaggregation of our revenue see Note 13, “Reportable Segments.”
11. Earnings Per Share
Basic earnings per share represents income available to common stockholders divided by the weighted-average number of common shares outstanding during the reported period. Diluted earnings per share reflects the effect of the increase in shares outstanding determined by using the treasury stock method for awards issued under our incentive stock plans.
As of September 30, 2021 and September 30, 2020, there were 0.1 million and 1.3 million contingently-issuable performance-based stock awards outstanding that were excluded from the diluted earnings per share calculation, respectively, because the contingencies had not been met.
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Basic and diluted weighted average shares outstanding and earnings per share were as follows:
Three Months Ended 
 September 30,
Nine Months Ended September 30,
(in millions, except per share data)2021202020212020
Net income$118.2 $106.7 $381.7 $251.0 
Less: net (income) loss attributable to the noncontrolling interests(4.0)(3.9)(12.0)(9.5)
Net income (loss) attributable to TransUnion$114.2 $102.8 $369.7 $241.5 
Weighted-average shares outstanding:
Basic191.6 190.2 191.3 189.8 
Dilutive impact of stock based awards1.5 2.1 1.6 2.3 
Diluted193.1 192.3 192.9 192.1 
Earnings Per Share:
Basic$0.60 $0.54 $1.93 $1.27 
Diluted$0.59 $0.53 $1.92 $1.26 
Anti-dilutive weighted stock-based awards outstanding— 0.1 — 0.3 
12. Income Taxes
For the three months ended September 30, 2021, we reported an effective tax rate of 24.8%, which was higher than the 21.0% U.S. federal statutory rate due primarily to various foreign, federal and state taxes, partially offset by excess tax benefits on stock-based compensation.
For the nine months ended September 30, 2021, we reported an effective tax rate of 25.3%, which was higher than the 21.0% U.S. federal statutory rate due primarily to recording tax expense of $20.5 million related to the remeasurement of our U.K. deferred taxes to reflect an increase in the U.K. corporate income tax rate enacted in the second quarter 2021, partially offset by $11.2 million of discrete tax benefit related to electing the Global Intangible Low Tax Income (“GILTI”) high-tax exclusion retroactively for the 2018 and 2019 tax years, and $9.1 million of excess tax benefits on stock-based compensation. On July 20, 2020, the U.S. Treasury issued and enacted final regulations related to GILTI that allow certain U.S. taxpayers to elect to exclude foreign income that is subject to a high effective tax rate from their GILTI inclusions. The GILTI high-tax exclusion is an annual election and is retroactively available.
For the three months ended September 30, 2020, we reported an effective tax rate of 23.1%, which was higher than the 21.0% U.S. federal statutory rate due primarily to state taxes, foreign tax rate differences and accrued withholding taxes on unrepatriated foreign earnings, partially offset by excess tax benefits on stock-based compensation.
For the nine months ended September 30, 2020, we reported an effective tax rate of 23.5%, which was higher than the 21.0% U.S. federal statutory rate due primarily to state taxes, foreign tax rate differences, accrued withholding taxes on unrepatriated foreign earnings and changes in valuation allowances for foreign tax credits, partially offset by $22.4 million of excess tax benefits on stock-based compensation.
The gross amount of unrecognized tax benefits, which excludes indirect tax effects, was $40.5 million as of September 30, 2021, and $36.9 million as of December 31, 2020. The amounts that would affect the effective tax rate if recognized are $20.6 million and $18.5 million, respectively. We classify interest and penalties as income tax expense in the consolidated statements of income and their associated liabilities as other liabilities in the consolidated balance sheets. Interest and penalties on unrecognized tax benefits were $6.1 million as of September 30, 2021, $4.8 million as of December 31, 2020. We are regularly audited by federal, state and foreign taxing authorities. Given the uncertainties inherent in the audit process, it is reasonably possible that certain audits could result in a significant increase or decrease in the total amounts of unrecognized tax benefits. An estimate of the range of the increase or decrease in unrecognized tax benefits due to audit results cannot be made at this time. Tax years 2009 and forward remain open for examination in some foreign jurisdictions, 2012 and forward for U.S. federal income tax purposes. and 2015 and forward in some state jurisdictions.
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13. Reportable Segments
We have three reportable segments, U.S. Markets, International, and Consumer Interactive, and the Corporate unit, which provides support services to each of the segments. Our chief operating decision maker (“CODM”) uses the profit measure of Adjusted EBITDA, on both a consolidated and a segment basis, to allocate resources and assess performance of our businesses. We use Adjusted EBITDA as our profit measure because it eliminates the impact of certain items that we do not consider indicative of operating performance, which is useful to compare operating results between periods. Our board of directors and executive management team also use Adjusted EBITDA as a compensation measure for both segment and corporate management under our incentive compensation plans. Adjusted EBITDA is also a measure frequently used by securities analysts, investors and other interested parties in their evaluation of the operating performance of companies similar to ours.
We define Adjusted EBITDA as net income (loss) attributable to each segment plus net interest expense, plus (less) provision (benefit) for income taxes, plus depreciation and amortization, plus stock-based compensation, plus mergers, acquisitions, divestitures and business optimization-related expenses, plus certain accelerated technology investment expenses to migrate to the cloud, plus (less) certain other expenses (income).
The segment financial information below aligns with how we report information to our CODM to assess operating performance and how we manage the business. The accounting policies of the segments are the same as described in Note 1, “Significant Accounting and Reporting Policies” and Note 10, “Revenue.”
The following is a more detailed description of our reportable segments and the Corporate unit, which provides support services to each segment:
U.S. Markets
The U.S. Markets segment provides consumer reports, actionable insights and analytics such as credit and other scores, and solutions capabilities to businesses. These businesses use our services to acquire new customers, assess consumers’ ability to pay for services, identify cross-selling opportunities, measure and manage debt portfolio risk, collect debt, verify consumer identities and investigate potential fraud. The core capabilities and delivery methods in our U.S. Markets segment allow us to serve a broad set of customers across industries. We report disaggregated revenue of our U.S. Markets segment for Financial Services and Emerging Verticals:
Financial Services: The Financial Services vertical consists of our consumer lending, mortgage, auto, and cards and payments lines of business. Our Financial Services clients consist of most banks, credit unions, finance companies, auto lenders, mortgage lenders, online-only lenders (FinTech), and other consumer lenders in the United States. We also distribute our solutions through most major resellers, secondary market players and sales agents. Beyond traditional lenders, we work with a variety of credit arrangers, such as auto dealers and peer-to-peer lenders. We provide solutions across every aspect of the lending lifecycle; customer acquisition and engagement, fraud and ID management, retention and recovery. Our products are focused on mitigating risk and include credit reporting, credit marketing, analytics and consulting, identity verification and authentication and debt recovery solutions.
Emerging Verticals: Emerging Verticals include Healthcare, Insurance, Tenant and Employment, Services and Collections, Public Sector, Media, Diversified Markets and other verticals. Our solutions in these verticals are also data-driven and address the entire customer lifecycle. We offer onboarding and transaction processing products, scoring and analytic products, marketing solutions, fraud and identity management solutions, and customer retention solutions.
International
The International segment provides services similar to our U.S. Markets segment to businesses in select regions outside the United States. Depending on the maturity of the credit economy in each country, services may include credit reports, analytics and solutions services, and other value-added risk management services. In addition, we have insurance, business and automotive databases in select geographies. These services are offered to customers in a number of industries including financial services, insurance, automotive, collections, and communications, and are delivered through both direct and indirect channels. The International segment also provides consumer services similar to those offered by our Consumer Interactive segment that help consumers proactively manage their personal finances and take precautions against identity theft.
We report disaggregated revenue of our International segment for the following regions: Canada, Latin America, the United Kingdom, Africa, India and Asia Pacific.
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Consumer Interactive
The Consumer Interactive segment provides solutions that help consumers manage their personal finances and take precautions against identity theft. Services in this segment include credit reports and scores, credit monitoring, fraud protection and resolution, and financial management for consumers. The segment also provides solutions that help businesses respond to data breach events. Our products are provided through user-friendly online and mobile interfaces and are supported by educational content and customer support. Our Consumer Interactive segment serves consumers through both direct and indirect channels.
Corporate
Corporate provides support services for each of the segments, holds investments, and conducts enterprise functions. Certain costs incurred in Corporate that are not directly attributable to one or more of the segments remain in Corporate. These costs are typically enterprise-level costs and are primarily administrative in nature.

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Selected segment financial information and disaggregated revenue consisted of the following:
 Three Months Ended September 30,Nine Months Ended September 30,
(in millions)2021202020212020
Gross Revenue:
U.S. Markets:
Financial Services$277.6 $249.1 $811.4 $701.7 
Emerging Verticals220.7 189.4 639.8 564.1 
Total U.S. Markets$498.4 $438.5 $1,451.2 $1,265.8 
International:
Canada$30.6 $27.9 $95.0 $78.5 
Latin America26.7 21.7 76.8 63.2 
United Kingdom54.6 44.2 158.3 132.1 
Africa15.1 12.3 44.0 35.6 
India34.5 23.9 96.4 72.4 
Asia Pacific16.5 14.9 46.2 40.5 
Total International$178.0 $144.8 $516.7 $422.2 
Total Consumer Interactive$135.0 $131.6 $401.9 $386.7 
Total revenue, gross$811.4 $714.9 $2,369.8 $2,074.8 
Intersegment revenue eliminations:
U.S. Markets$(17.7)$(17.2)$(52.7)$(51.7)
International(1.5)(1.4)(4.4)(3.9)
Consumer Interactive(0.5)(0.5)(1.6)(1.3)
Total intersegment eliminations$(19.7)$(19.0)$(58.7)$(56.8)
Total revenue as reported$791.6 $695.9 $2,311.1 $2,017.9 
As a result of displaying amounts in millions, rounding differences may exist in the tables above and below.
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A reconciliation of Segment Adjusted EBITDA to income before taxes for the periods presented is as follows:
Three Months Ended September 30,Nine Months Ended September 30,
(in millions)2021202020212020
U.S. Markets Adjusted EBITDA$210.3 $177.3 $618.6 $520.0 
International Adjusted EBITDA77.7 56.7 221.3 154.4 
Consumer Interactive Adjusted EBITDA69.4 67.1 192.8 186.2 
Total357.5 301.1 1,032.7 860.6 
Adjustments to reconcile to income before income taxes:
Corporate expenses(1)
$(30.5)$(31.2)$(86.7)$(84.7)
Net interest expense(24.7)(26.5)(74.6)(94.6)
Depreciation and amortization(95.9)(92.2)(288.6)(273.4)
Stock-based compensation(2)
(17.4)(7.8)(51.9)(29.5)
Mergers and acquisitions, divestitures and business optimization(3)
(10.3)(1.5)(23.4)(12.9)
Accelerated technology investment(4)
(12.6)(4.5)(29.7)(10.3)
Net other(5)
(12.8)(2.6)21.0 (36.4)
Net loss (income) attributable to non-controlling interests4.0 3.9 12.0 9.5 
Total adjustments(200.3)(162.4)(521.9)(532.3)
Income before income taxes$157.2 $138.7 $510.7 $328.3 
As a result of displaying amounts in millions, rounding differences may exist in the table above and footnotes below.
(1)Certain costs that are not directly attributable to one or more of the segments remain in Corporate. These costs are typically enterprise-level costs and are primarily administrative in nature.
(2)Consisted of stock-based compensation and cash-settled stock-based compensation.
(3)For the three months ended September 30, 2021, consisted of the following adjustments: $22.7 million of acquisition expenses; $0.5 million of adjustments to contingent consideration expense from previous acquisitions; and a ($12.9) million gain on the sale of a Cost Method investment.
For the nine months ended September 30, 2021, consisted of the following adjustments: $27.4 million of acquisition expenses; $8.3 million of adjustments to contingent consideration expense from previous acquisitions; $1.1 million gain reduction to notes receivable that were converted into equity upon acquisition and consolidation of an entity; and ($13.4) million gain on the sale of Cost Method investments.
For the three months ended September 30, 2020, consisted of the following adjustments: $1.5 million of acquisition expenses.
For the nine months ended September 30, 2020, consisted of the following adjustments: $7.5 million of Callcredit integration costs; a $4.8 million loss on the impairment of a Cost Method investment; $4.8 million of acquisition expenses; $0.3 million of adjustments to contingent consideration expense from previous acquisitions; a $(2.5) million gain on a Cost Method investment resulting from an observable price change for a similar investment of the same issuer; a $(1.8) million gain on the disposal of assets of a small business in our United Kingdom region that are classified as held-for-sale; and a $(0.1) million reimbursement for transition services provided to the buyers of certain of our discontinued operations.
(4)Represents expenses associated with our accelerated technology investment to migrate to the cloud.
(5)For the three months ended September 30, 2021, net other consisted of the following adjustments: $12.0 million for certain legal and regulatory expenses; and a $0.8 million net loss from currency remeasurement of our foreign operations, loan fees and other.
For the nine months ended September 30, 2021, consisted of the following adjustments: a $(20.4) million net reduction in certain legal and regulatory expenses; a $(3.4) million recovery from the Fraud Incident, net of additional administrative expense; and $2.8 million of net other consisting of net losses from currency remeasurement of our foreign operations, loan fees and other.
For the three months ended September 30, 2020, consisted of the following adjustments: $4.2 million for certain legal expenses; and $(1.6) million of net other consisting of loan fees, net gains from currency remeasurement of our foreign operations and other.
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For the nine months ended September 30, 2020, consisted of the following adjustments: $34.7 million for certain legal expenses; a $1.6 million of net other consisting of net losses from currency remeasurement of our foreign operations, loan fees and other.
Earnings from equity method investments included in non-operating income and expense was as follows:
Three Months Ended September 30,Nine Months Ended September 30,
(in millions)2021202020212020
U.S. Markets$0.6 $0.8 $1.9 $2.0 
International2.2 1.4 6.7 4.7 
Total$2.9 $2.1 $8.6 $6.7 
14. Contingencies
Legal and Regulatory Matters
We are routinely named as defendants in, or parties to, various legal actions and proceedings relating to our current or past business operations. These actions generally assert claims for violations of federal or state credit reporting, consumer protection or privacy laws, or common law claims related to the unfair treatment of consumers, and may include claims for substantial or indeterminate compensatory or punitive damages, or injunctive relief, and may seek business practice changes. We believe that most of these claims are either without merit or we have valid defenses to the claims, and we vigorously defend these matters or seek non-monetary or small monetary settlements, if possible. However, due to the uncertainties inherent in litigation, we cannot predict the outcome of each claim in each instance.
In the ordinary course of business, we also are subject to governmental and regulatory examinations, information-gathering requests, investigations and proceedings (both formal and informal), certain of which may result in adverse judgments, settlements, fines, penalties, injunctions or other relief. In connection with formal and informal inquiries by these regulators, we routinely receive requests, subpoenas and orders seeking documents, testimony, and other information in connection with various aspects of our activities.
In view of the inherent unpredictability of legal and regulatory matters, particularly where the damages sought are substantial or indeterminate or when the proceedings or investigations are in the early stages, we cannot determine with any degree of certainty the timing or ultimate resolution of legal and regulatory matters or the eventual loss, fines or penalties, if any, that may result from such matters. We establish reserves for legal and regulatory matters when those matters present loss contingencies that are both probable and can be reasonably estimated. However, for certain of the matters described below, we are not able to reasonably estimate our exposure because damages have not been specified and (i) the proceedings are in early stages, (ii) there is uncertainty as to the likelihood of a class being certified or the ultimate size of the class, (iii) there is uncertainty as to the outcome of similar matters pending against our competitors, (iv) there are significant factual issues to be resolved, and/or (v) there are legal issues of a first impression being presented. The actual costs of resolving legal and regulatory matters, however, may be substantially higher than the amounts reserved for those matters, and an adverse outcome in certain of these matters could have a material adverse effect on our consolidated financial statements in particular quarterly or annual periods. We accrue amounts for certain legal and regulatory matters for which losses are considered to be probable of occurring based on our best estimate of the most likely outcome. It is reasonably possible actual losses could be significantly different from our current estimates. In addition, there are some matters for which it is reasonably possible that a loss will occur, however we cannot estimate a range of the potential losses for these matters.
To reduce our exposure to an unexpected significant monetary award resulting from an adverse judicial decision, we maintain insurance that we believe is appropriate and adequate based on our historical experience. We regularly advise our insurance carriers of the claims (threatened or pending) against us in the course of litigation and generally receive a reservation of rights letter from the carriers when such claims exceed applicable deductibles. We are not aware of any significant monetary claim that has been asserted against us in the course of pending litigation that would not have some level of coverage by insurance after the relevant deductible, if any, is met.
As of September 30, 2021 and December 31, 2020, we have accrued liabilities of $64.5 million and $76.0 million, respectively, for anticipated claims. These amounts are included in other accrued liabilities in the consolidated balance sheets. Litigation expense is included in selling, general and administrative expenses in the consolidated statements of income. Legal fees incurred in connection with ongoing litigation and enforcement matters are considered period costs and are expensed as incurred.
The following discussion describes material developments in previously disclosed material legal and regulatory matters that occurred in the nine months ended September 30, 2021. Refer to Part II, Item 8, Footnote 20, “Contingencies” of our Annual
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Report on Form 10-K for the year ended December 31, 2020, for a full description of our material pending legal and regulatory matters at that time.
Ramirez v. Trans Union LLC
As a result of a decision by the United States Third Circuit Court of Appeals (Cortez v. Trans Union LLC) in 2010, we modified one of our add-on services we offer to our business customers that was designed to alert our customer that the consumer, who was seeking to establish a business relationship with the customer, may potentially be on the Office of Foreign Assets Control, Specifically Designated National and Blocked Persons alert list (the “OFAC Alert”).
In Ramirez v. Trans Union LLC (“Ramirez” or the “Ramirez Litigation”) filed in 2012, the plaintiff alleged that the OFAC Alert service did not comply with the Cortez ruling and that we willfully violated the Fair Credit Reporting Act (“FCRA”) by continuing to offer the OFAC Alert service. The plaintiff also alleged that there are one or more classes of individuals who should be entitled to statutory damages based on the allegedly willful violations. In July 2014, the trial Court in Ramirez certified a class of 8,185 individuals solely for purposes of statutory damages if TransUnion was ultimately found to have willfully violated the FCRA.
On June 21, 2017, the jury in Ramirez returned a verdict in favor of a class of 8,185 individuals and awarded punitive and statutory damages totaling approximately $60 million. In November 2017, the trial court denied our post-trial motions for judgment as a matter of law, a new trial and a reduction on the jury verdict. We appealed the Ramirez ruling to the United States Court of Appeals for the Ninth Circuit and on February 27, 2020, the Ninth Circuit affirmed in part and reversed and vacated in part the trial court’s judgment, holding that the punitive damages award was excessive in violation of constitutional due process. On April 8, 2020, the Ninth Circuit denied our petition for rehearing en banc, and on September 2, 2020, we filed a Petition for Certiorari with the United States Supreme Court. On December 16, 2020, the United States Supreme Court granted the Petition for Certiorari with respect to whether Article III of the United States Constitution or Rule 23 of the Federal Rules of Civil Procedure permit a damages class action where the vast majority of the class suffered no actual injury, let alone an injury anything like what the class representative suffered.
On June 25, 2021, the United States Supreme Court’s decision reversed the Ninth Circuit opinion, and remanded the matter back to the lower courts for further proceedings consistent with its opinion. The United States Supreme Court’s opinion held that only plaintiffs who have suffered a concrete harm by a defendant’s statutory violation have Article III standing to seek damages against defendants in Federal court. Based on the ruling, only approximately 23% of the class was determined to have suffered concrete harm. Accordingly, in the second quarter of 2021 we revised the amount of the probable loss that we previously estimated, resulting in a reduction of our estimated liability and partially offsetting insurance receivable, with a $32.4 million net reduction recorded in selling, general and administrative expense as reflected in our results of operations for the nine months ended September 30, 2021. We also recorded a related income tax expense of $8.1 million in our provision for income taxes for the nine months ended September 30, 2021.
CFPB Matter
In June 2021, we received a Notice and Opportunity to Respond and Advise (“NORA”) letter from the Consumer Financial Protection Bureau (“CFPB”), informing us that the CFPB’s Enforcement Division is considering whether to recommend that the CFPB take legal action against us and certain of our executive officers. The NORA letter alleges that we failed to comply with and timely implement a Consent Order issued by the CFPB in January 2017, and further alleges additional violations related to Consumer Interactive’s marketing practices. On September 27, 2021, the Enforcement Division advised us that it had obtained authority to pursue an enforcement action. We are currently engaged in active settlement discussions with the CFPB regarding this matter. If our ongoing discussions do not result in a negotiated resolution, we expect that the CFPB will pursue litigation against the Company and these executive officers, seeking restitution, civil money penalties, and injunctive relief. We continue to believe that our marketing practices are lawful and appropriate, and would vigorously defend against allegations to the contrary in such proceedings. We cannot provide assurance that the CFPB will not ultimately commence litigation against us in this matter, nor are we able to predict the likely outcome of this matter. As of September 30, 2021, we have recorded an accrual in connection with this matter and there is a reasonable possibility that a loss in excess of the amount accrued may be incurred, and such an outcome could have a material adverse effect on our results of operations and financial condition, however, the possible loss or range of loss is not reasonably estimable at this time.

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ITEM 2. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS
The following discussion and analysis of TransUnion’s financial condition and results of operations is provided as a supplement to, and should be read in conjunction with, TransUnion’s audited consolidated financial statements, the accompanying notes, “Risk Factors,” and “Management’s Discussion and Analysis of Financial Condition and Results of Operations” included in our Annual Report on Form 10-K for the year ended December 31, 2020, 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.
In addition to historical data, this discussion contains forward-looking statements about our business, operations and financial performance based on current expectations that involve risks, uncertainties and assumptions. Our actual results may differ materially from those discussed in the forward-looking statements as a result of various factors, including but not limited to those discussed below in “Cautionary Notice Regarding Forward-Looking Statements,” and Part II, Item 1A, “Risk Factors.”
References in this discussion and analysis to “the Company,” “we,” “us” and “our” refer to TransUnion and its direct and indirect subsidiaries, collectively.
Overview
TransUnion is a leading global information and insights company that strives to make trust possible between businesses and consumers, working to ensure that each person is reliably and safely represented in the marketplace. At TransUnion, we find innovative ways to leverage data and information to help businesses and consumers transact with confidence and achieve great things. We call this Information for Good.
Grounded in our legacy as a credit reporting agency, we have built a robust and accurate database of information for a large portion of the adult population in the markets we serve. We use our data fusion methodology to link and match an increasing set of other disparate data to further enrich our database. We use this enriched data, combined with our expertise, to continuously develop more powerful and useful solutions for our customers, all in accordance with global laws and regulations. Because of our work, organizations can better understand consumers in order to make more informed decisions, and earn consumer trust through effective, personalized experiences, and the proactive extension of the right opportunities, tools and offers.
We provide consumer reports, actionable insights and analytics such as credit and other scores, and decisioning capabilities to businesses. Businesses embed our solutions into their process workflows to acquire new customers, assess consumer ability to pay for services, identify cross-selling opportunities, measure and manage debt portfolio risk, collect debt, verify consumer identities and investigate potential fraud. Consumers use our solutions to view their credit profiles and access analytical tools that help them understand and manage their personal information and take precautions against identity theft. We have deep domain expertise across a number of attractive industries, which we also refer to as verticals, including Financial Services, Healthcare, Insurance and the other markets we serve. We have a global presence in over 30 countries and territories across North America, Latin America, Europe, Africa, India, and Asia Pacific.
Our solutions are based on a foundation of financial, credit, alternative credit, identity, bankruptcy, lien, judgment, healthcare, insurance claims, automotive and other relevant information obtained from thousands of sources including financial institutions, private databases, public records repositories, and other data sources. We refine, standardize and enhance this data using sophisticated algorithms to create proprietary databases. Our technology infrastructure allows us to efficiently integrate our data with our analytics and decisioning capabilities to create and deliver innovative solutions to our customers and to quickly adapt to changing customer needs. Our deep analytics resources, including our people and tools driving predictive modeling and scoring, customer segmentation, benchmarking and forecasting, enable us to provide businesses and consumers with better insights into their data. Our decisioning capabilities, which are generally delivered on a software-as-a-service platform, allow businesses to interpret data and apply their specific qualifying criteria to make decisions and take actions. Collectively, our data, analytics and decisioning capabilities allow businesses to authenticate the identity of consumers, effectively determine the most relevant products for consumers, retain and cross-sell to existing consumers, identify and acquire new consumers and reduce loss from fraud and data breaches. Similarly, our capabilities allow consumers to see how their credit profiles have changed over time, understand the impact of financial decisions on their credit scores, manage their personal information and take precautions against identity theft.
Segments
We manage our business and report disaggregated revenue and financial results in three reportable segments: U.S. Markets, International and Consumer Interactive.
The U.S. Markets segment provides consumer reports, actionable insights and analytics such as credit and other scores, and decisioning capabilities to businesses. These businesses use our services to acquire new customers, assess consumers’ ability to pay for services, identify cross-selling opportunities, measure and manage debt portfolio risk,
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collect debt, verify consumer identities and investigate potential fraud. The core capabilities and delivery methods in our U.S. Markets segment allow us to serve a broad set of customers across industries. We report disaggregated revenue of our U.S. Markets segment for Financial Services and Emerging Verticals.
The International segment provides services similar to our U.S. Markets segment to businesses in select regions outside the United States. Depending on the maturity of the credit economy in each country, services may include credit reports, analytics and decisioning services, and other value-added risk management services. We also have insurance, business and automotive databases in select geographies. These services are offered to customers in a number of industries including financial services, retail credit, insurance, automotive, collections, public sector, and communications, and are delivered through both direct and indirect channels. The International segment also provides consumer services similar to those offered by our Consumer Interactive segment that help consumers proactively manage their personal finances and take precautions against identity theft.
We report disaggregated revenue of our International segment for the following regions: Canada, Latin America, the United Kingdom, Africa, India, and Asia Pacific.
The Consumer Interactive segment provides solutions that help consumers manage their personal finances and take precautions against identity theft. Services in this segment include credit reports and scores, credit monitoring, fraud protection and resolution, and financial management for consumers. The segment also provides solutions that help businesses respond to data breach events. Our products are provided through user-friendly online and mobile interfaces and are supported by educational content and customer support. Our Consumer Interactive segment serves consumers through both direct and indirect channels.
In addition, Corporate provides support services for each of the segments, holds investments, and conducts enterprise functions. Certain costs incurred in Corporate that are not directly attributable to one or more of the segments remain in Corporate. These costs are typically enterprise-level costs and are primarily administrative in nature.
Factors Affecting Our Results of Operations
The following are certain key factors that have affected, or will affect future results of operations:
Macroeconomic and Industry Trends; Effects of the COVID-19 pandemic on our Business and Results of Operations
Our revenues can be significantly influenced by general macroeconomic conditions, including the impact of the global COVID-19 pandemic, the availability of credit and capital, interest rates, inflation, employment levels, consumer confidence and housing demand. In 2020, the COVID-19 pandemic had a material and adverse impact on numerous aspects of our business, including customer demand for our services and solutions in all of our segments beginning in the middle of March 2020. After reaching a low point in April 2020, we have seen ongoing improvements in demand for our services and solutions. This dynamic impacts the comparability of our results of operations between the periods presented below.
In the markets where we compete, we have generally seen improving macroeconomic conditions over the past several few quarters. In the United States, we have seen strong and improving macroeconomic conditions, including GDP growth, falling unemployment rates, and mortgage interest rates near historical lows. These improvements have been tempered by rising inflation and supply chain and labor shortage concerns. In our international regions, we have seen similar macroeconomic trends, although there are stronger economic concerns related to the COVID-19 pandemic in certain markets. These macroeconomic improvements are reflected in our year-to-date 2021 results, with all of our segments showing ongoing signs of improvements compared with last year, particularly in both verticals within our U.S. Markets segment and all of the regions within our International segment.
While our results continue to reflect ongoing improvements since the low point in April 2020, in light of the continuing uncertainty around COVID-19, including the rise in variants of the virus and the effectiveness of the vaccines against those variants, our primary focus continues to be the health and safety of our associates, our customers and the wider communities in which we operate. We continue to encourage our associates to get vaccinated and have implemented flexible policies that enable them to do so. While we continue to largely operate in a work-from-home model in every market we serve, we have begun to slowly reenter our office space in a safe and thoughtful manner, and have begun to conduct small in-person meetings in some of our offices.
Notwithstanding our encouraging first through third quarter 2021 results, given the continuously evolving and unpredictable nature of the pandemic, including variants of the virus and the effectiveness of vaccines against those variants, COVID-19 may have a material and adverse impact on various aspects of our business, including our results of operations and financial condition, in the future.
Our revenues are also significantly influenced by industry trends, including the demand for information services in financial services, healthcare, insurance and other industries we serve. Companies are increasingly relying on business analytics and big-data technologies to help process data in a cost-efficient manner. As customers have gained the ability to rapidly aggregate and
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analyze data generated by their own activities, they are increasingly expecting access to real-time data and analytics from their information service providers as well as solutions that fully integrate into their workflows. Demand for consumer solutions is rising, with higher consumer awareness of the importance and usage of their credit information, increased risk of identity theft due to data breaches, and more readily available free credit information. The complexity of existing regulations and the emergence of new regulations across both emerging and developed economies globally continue to make operations for businesses more challenging.
Effects of Inflation
We do not believe that inflation has had a material effect on our business, results of operations or financial condition.
Recent Developments
The following developments impact the comparability of our balance sheets, results of operations and cash flows between years:
TransUnion has announced three significant transactions that will affect our future results of operations. See Part I, Item 1, Note 1 “Significant Accounting and Reporting Polices” for further information about these transactions.
In 2020, the economic effect of the COVID-19 pandemic had a material and adverse impact on numerous aspects of our business, including customer demand for our services and solutions in all of our segments beginning in the middle of March 2020. After reaching a low point in April 2020, we have seen ongoing improvements in demand for our services to varying degrees in all the markets where we operate, These ongoing improvements are reflected in the results of our first three quarters of 2021 and impact the comparability of our results of operations between periods. Notwithstanding our encouraging first through third quarter 2021 results, given the continuously evolving and unpredictable nature of the pandemic, including the rise of variants of the virus and the effectiveness of vaccines against those variants, COVID-19 may have a material and adverse impact on various aspects of our business, including our results of operations and financial condition, in the future.
On February 27, 2020, the United States Court of Appeals for the Ninth Circuit affirmed in part and reversed and vacated in part the trial court’s judgment in Ramirez v. Trans Union LLC (“Ramirez” or the “Ramirez Litigation”), reducing the trial court’s punitive damages award from approximately $52 million to approximately $32 million. As a result, in the first quarter of 2020 we recorded $30.5 million ($22.9 million net of tax) of legal expense in selling, general and administrative expenses. We recorded an additional reserve for this matter in the third quarter of 2020. On December 16, 2020, the United States Supreme Court granted the Petition for Certiorari with respect to whether Article III of the United States Constitution or Rule 23 of the Federal Rules of Civil Procedure permit a damages class action where the vast majority of the class suffered no actual injury, let alone an injury anything like what the class representative suffered. On June 25, 2021, the United States Supreme Court’s decision reversed the Ninth Circuit opinion in Ramirez v. TransUnion, LLC, and remanded the matter back to the lower courts for further proceedings consistent with its opinion. The United States Supreme Court’s opinion held that only plaintiffs who have suffered a concrete harm by a defendant’s statutory violation have Article III standing to seek damages against defendants in Federal court. Based on the ruling, only approximately 23% of the class was determined to have suffered concrete harm. Accordingly, in the second quarter of 2021 we revised the amount of the probable loss that we previously estimated, resulting in a reduction of our estimated liability and partially offsetting insurance receivable, with a $32.4 million net reduction recorded in selling, general and administrative expense as reflected in our results of operations for the nine months ended September 30, 2021. We also recorded a related income tax expense of $8.1 million in our provision for income taxes for the nine months ended September 30, 2021.
In March 2021, we prepaid $85.0 million of our Senior Secured Term Loans, funded from our cash on hand. In December 2020, we prepaid $150.0 million of our Senior Secured Term Loans, funded from our cash on hand.
On March 10, 2020, we entered into two tranches of interest rate swap agreements with various counter parties that effectively fixes our LIBOR exposure on a portion of our Senior Secured Term Loans or similar replacement debt. See Part I, Item I, Note 8, “Debt,” for additional information about these swap agreements.
Recent Acquisitions
We selectively evaluate acquisitions as a means to expand our business and international footprint and to enter new markets. Since January 1, 2020, we have completed the following acquisitions, including those that impact the comparability of our results between periods:
On October 14, 2020, we acquired 100% of the equity of Tru Optik Data Corp (“Tru Optik”). Tru Optik uses its custom audience-building platform to deliver predictive scoring to improve the performance of custom digital marketing campaigns. The results of operations of Tru Optik, which are not material to our consolidated financial statements, have been included as part of our U.S. Markets segment in our consolidated statements of income since the date of the acquisition.
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On August 14, 2020, we acquired 100% of the equity of Signal Digital, Inc. (“Signal”). Signal is a digital marketing company that provides tag management, data collection, and onboarding capabilities to customers for activation in the marketing ecosystem. The results of operations of Signal, which are not material to our consolidated financial statements, have been included as part of our U.S. Markets segment in our consolidated statements of income since the date of the acquisition.
Key Components of Our Results of Operations
Revenue
The following is a more detailed description of how we derive and report revenue for our three reportable segments:
U.S. Markets
U.S. Markets provides consumer reports, actionable insights and analytics such as credit and other scores, and solutions capabilities to businesses. These businesses use our services to acquire new customers, assess consumers’ ability to pay for services, identify cross-selling opportunities, measure and manage debt portfolio risk, collect debt, verify consumer identities and investigate potential fraud. The core capabilities and delivery methods in our U.S. Markets segment allow us to serve a broad set of customers across industries. We report disaggregated revenue of our U.S. Markets segment for the following verticals:
Financial Services: The Financial Services vertical consists of our consumer lending, mortgage, auto and cards and payments lines of business. Our financial services clients consist of most banks, credit unions, finance companies, auto lenders, mortgage lenders, online-only lenders (FinTech), and other consumer lenders in the United States. We also distribute our solutions through most major resellers, secondary market players and sales agents. Beyond traditional lenders, we work with a variety of credit arrangers, such as auto dealers and peer-to-peer lenders. We provide solutions across every aspect of the lending lifecycle; customer acquisition and engagement, fraud and ID management, retention and recovery. Our products are focused on mitigating risk and include credit reporting, credit marketing, analytics and consulting, identity verification and authentication and debt recovery solutions.
Emerging Verticals: Emerging Verticals include Healthcare, Insurance, Tenant and Employment, Services and Collections, Public Sector, Media, Diversified Markets and other verticals. Our solutions in these verticals are also data-driven and address the entire customer lifecycle. We offer onboarding and transaction processing products, scoring and analytic products, marketing solutions, fraud and identity management solutions and customer retention solutions.
International
The International segment provides services similar to our U.S. Markets segment to businesses in select regions outside the United States. Depending on the maturity of the credit economy in each country, services may include credit reports, analytics and decisioning services, and other value-added risk management services. In addition, we have insurance, business and automotive databases in select geographies. These services are offered to customers in a number of industries including financial services, insurance, automotive, collections, and communications, and are delivered through both direct and indirect channels. The International segment also provides consumer services similar to those offered by our Consumer Interactive segment that help consumers proactively manage their personal finances and take precautions against identity theft.
We report disaggregated revenue of our International segment for the following regions: Canada, Latin America, the United Kingdom, Africa, India, and Asia Pacific.
Consumer Interactive
The Consumer Interactive segment provides solutions that help consumers manage their personal finances and take precautions against identity theft. Services in this segment include credit reports and scores, credit monitoring, fraud protection and resolution, and financial management for consumers. The segment also provides solutions that help businesses respond to data breach events. Our products are provided through user-friendly online and mobile interfaces and are supported by educational content and customer support. Our Consumer Interactive segment serves consumers through both direct and indirect channels.
Cost of Services
Costs of services include data acquisition and royalty fees, personnel costs related to our databases and software applications, consumer and call center support costs, hardware and software maintenance costs, telecommunication expenses and occupancy costs associated with the facilities where these functions are performed.
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Selling, General and Administrative
Selling, general and administrative expenses include personnel-related costs for sales, administrative and management employees, costs for professional and consulting services, advertising and occupancy and facilities expense of these functions.
Non-Operating Income and Expense
Non-operating income and expense includes interest expense, interest income, earnings from equity-method investments, dividends from cost-method investments, gains and impairments of equity-method and cost-method investments, if any, expenses related to successful and unsuccessful business acquisitions, loan fees, debt refinancing expenses, certain acquisition-related gains and losses and other non-operating income and expenses.
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Results of Operations
Key Performance Measures
Management, including our chief operating decision maker (“CODM”), evaluates the financial performance of our businesses based on a variety of key indicators. These indicators include the GAAP measures of revenue, segment Adjusted EBITDA, cash provided by operating activities and cash paid for capital expenditures, and the non-GAAP measure consolidated Adjusted EBITDA. For the three and nine months ended September 30, 2021 and 2020, these key indicators were as follows:
Three Months Ended September 30,Nine Months Ended September 30,
(in millions)20212020$
Change
%
Change
20212020$
Change
%
Change
Revenue:
Consolidated revenue as reported
$791.6 $695.9 $95.7 13.8 %$2,311.1 $2,017.9 $293.2 14.5 %
U.S. Markets gross revenue498.4 438.5 59.9 13.7 %1,451.2 1,265.8 185.4 14.6 %
International gross revenue
178.0 144.8 33.2 22.9 %516.7 422.2 94.5 22.4 %
Consumer Interactive gross revenue
135.0 131.6 3.4 2.6 %401.9 386.7 15.2 3.9 %
Adjusted EBITDA(1):
Reconciliation of net income attributable to TransUnion to Adjusted EBITDA(1):
Net income attributable to TransUnion$114.2 $102.8 $11.4 11.1 %$369.7 $241.5 $128.2 53.1 %
Net interest expense
24.7 26.5 (1.7)(6.6)%74.6 94.6 (20.0)(21.2)%
Provision for income taxes
39.0 32.1 7.0 21.8 %129.1 77.3 51.8 67.0 %
Depreciation and amortization
95.9 92.2 3.6 3.9 %288.6 273.4 15.2 5.5 %
EBITDA$273.8 $253.5 $20.2 8.0 %$861.9 $686.7 $175.2 25.5 %
Adjustments to EBITDA:
Stock-based compensation(2)
$17.4 $7.8 $9.6 nm$51.9 $29.5 $22.3 75.6 %
Mergers and acquisitions, divestitures and business optimization(3)
10.3 1.5 8.8 nm23.4 12.9 10.5 81.0 %
Accelerated technology investment(4)
12.6 4.5 8.1 nm29.7 10.3 19.4 nm
Net other(5)
12.8 2.6 10.3 nm(21.0)36.4 (57.4)nm
Total adjustments to EBITDA$53.2 $16.4 $36.8 nm$84.0 $89.2 $(5.2)(5.8)%
Consolidated Adjusted EBITDA(1)
$327.0 $269.9 $57.1 21.1 %$945.9 $775.9 $170.0 21.9 %
Adjusted EBITDA(1):
U.S. Markets$210.3 $177.3 $33.0 18.6 %$618.6 $520.0 $98.6 19.0 %
International77.7 56.7 21.0 37.0 %221.3 154.4 66.9 43.3 %
Consumer Interactive69.4 67.1 2.4 3.5 %192.8 186.2 6.6 3.5 %
Corporate
(30.5)(31.2)0.7 2.2 %(86.7)(84.7)(2.1)(2.4)%
Consolidated Adjusted EBITDA(1)
$327.0 $269.9 $57.0 21.1 %$945.9 $775.9 $170.0 21.9 %
Other metrics:
Cash provided by operating activities$279.7 $178.8 $100.9 56.4 %$660.2 $558.2 $102.0 18.3 %
Capital expenditures(61.0)(44.1)(16.9)38.3 %(158.1)(131.7)(26.4)20.0 %
nm: not meaningful
As a result of displaying amounts in millions, rounding differences may exist in the tables above and footnotes below.
(1)We define Adjusted EBITDA as net income (loss) attributable to TransUnion, plus net interest expense, plus (less) provision (benefit) for income taxes, plus depreciation and amortization, plus stock-based compensation, plus mergers, acquisitions, divestitures and business optimization-related expenses, plus certain accelerated technology investment expenses to migrate to the cloud, plus (less) certain other expenses (income). We present Adjusted EBITDA as a
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supplemental measure of our operating performance because it eliminates the impact of certain items that we do not consider indicative of our cash operations and ongoing operating performance. Adjusted EBITDA is also a measure frequently used by securities analysts, investors and other interested parties in their evaluation of the operating performance of companies similar to ours. Our board of directors and executive management team use Adjusted EBITDA as a compensation measure under our incentive compensation plan. Under the credit agreement governing our Senior Secured Credit Facility, our ability to engage in activities such as incurring additional indebtedness, making investments and paying dividends is tied to a ratio based on Adjusted EBITDA. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations - Liquidity and Capital Resources - Debt.” Adjusted EBITDA does not reflect our capital expenditures, interest, income tax, depreciation, amortization, stock-based compensation and certain other income and expense. Other companies in our industry may calculate Adjusted EBITDA differently than we do, limiting its usefulness as a comparative measure. Because of these limitations, Adjusted EBITDA should not be considered in isolation or as a substitute for performance measures calculated in accordance with GAAP. Adjusted EBITDA is not a measure of financial condition or profitability under GAAP and should not be considered as an alternative to cash flows from operating activities, as a measure of liquidity or as an alternative to operating income or net income as indicators of operating performance. We believe that the most directly comparable GAAP measure to Adjusted EBITDA is net income attributable to TransUnion. The table above provides a reconciliation from our net income (loss) attributable to TransUnion to consolidated Adjusted EBITDA for the three and nine months ended September 30, 2021 and 2020.
(2)Consisted of stock-based compensation and cash-settled stock-based compensation.
(3)For the three months ended September 30, 2021, consisted of the following adjustments: $22.7 million of acquisition expenses; $0.5 million of adjustments to contingent consideration expense from previous acquisitions; and a ($12.9) million gain on the sale of a Cost Method investment.
For the nine months ended September 30, 2021, consisted of the following adjustments: $27.4 million of acquisition expenses; $8.3 million of adjustments to contingent consideration expense from previous acquisitions; $1.1 million gain reduction to notes receivable that were converted into equity upon acquisition and consolidation of an entity; and ($13.4) million gain on the sale of Cost Method investments.
For the three months ended September 30, 2020, consisted of the following adjustments: $1.5 million of acquisition expenses.
For the nine months ended September 30, 2020, consisted of the following adjustments: $7.5 million of Callcredit integration costs; a $4.8 million loss on the impairment of a Cost Method investment; $4.8 million of acquisition expenses; $0.3 million of adjustments to contingent consideration expense from previous acquisitions; a $(2.5) million gain on a Cost Method investment resulting from an observable price change for a similar investment of the same issuer; a $(1.8) million gain on the disposal of assets of a small business in our United Kingdom region that are classified as held-for-sale; and a $(0.1) million reimbursement for transition services provided to the buyers of certain of our discontinued operations.
(4)Represents expenses associated with our accelerated technology investment.
(5)For the three months ended September 30, 2021, net other consisted of the following adjustments: $12.0 million for certain legal and regulatory expenses; and a $0.8 million net loss from currency remeasurement of our foreign operations, loan fees and other.
For the nine months ended September 30, 2021, consisted of the following adjustments: a $(20.4) million net reduction in certain legal and regulatory expenses; a $(3.4) million recovery from the Fraud Incident, net of additional administrative expense; and $2.8 million of net other consisting of net losses from currency remeasurement of our foreign operations, loan fees and other.
For the three months ended September 30, 2020, consisted of the following adjustments: $4.2 million for certain legal expenses; and $(1.6) million of net gains from currency remeasurement of our foreign operations and other.
For the nine months ended September 30, 2020, consisted of the following adjustments: $34.7 million for certain legal expenses; a $1.6 million of net other consisting of net losses from currency remeasurement of our foreign operation, loan fees and other.
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Revenue
For the three months ended September 30, 2021, revenue increased $95.7 million, or 13.8%, compared with the same period in 2020, due primarily to improving macroeconomic conditions in all of our markets, revenue from new product initiatives, revenue from our recent acquisitions in the U.S. Markets segment, and an increase of 1.0% from the impact of strengthening foreign currencies.
For the nine months ended September 30, 2021, revenue increased $293.2 million or 14.5% compared with the same period in 2020, due primarily to improving macroeconomic conditions in all of our markets, revenue from new product initiatives, revenue from our recent acquisitions in the U.S. Markets segment, and an increase of 1.3% increase from the impact of strengthening foreign currencies.
Revenue by segment and a more detailed explanation of revenue within each segment are as follows:
 Three Months Ended September 30,Nine Months Ended September 30,
(in millions)20212020$
Change
%
Change
20212020$
Change
%
Change
U.S. Markets:
     Financial Services$277.6 $249.1 $28.5 11.5 %$811.4 $701.7 $109.7 15.6 %
     Emerging Verticals220.7 189.4 31.4 16.6 %639.8 564.1 75.7 13.4 %
U.S. Markets gross revenue$498.4 $438.5 $59.9 13.7 %$1,451.2 $1,265.8 $185.4 14.6 %
International:
     Canada$30.6 $27.9 $2.7 9.7 %$95.0 $78.5 $16.5 21.0 %
     Latin America26.7 21.7 5.0 22.9 %76.8 63.2 13.6 21.5 %
     United Kingdom54.6 44.2 10.5 23.8 %158.3 132.1 26.2 19.8 %
     Africa15.1 12.3 2.9 23.3 %44.0 35.6 8.5 23.8 %
     India34.5 23.9 10.6 44.2 %96.4 72.4 24.0 33.2 %
     Asia Pacific16.5 14.9 1.5 10.4 %46.2 40.5 5.7 14.2 %
International gross revenue$178.0 $144.8 $33.2 22.9 %$516.7 $422.2 $94.5 22.4 %
Consumer Interactive gross revenue$135.0 $131.6 $3.4 2.6 %$401.9 $386.7 $15.2 3.9 %
Total gross revenue$811.4 $714.9 $96.4 13.5 %$2,369.8 $2,074.8 $295.1 14.2 %
Intersegment revenue eliminations:
U.S. Markets$(17.7)$(17.2)$(0.5)(3.1)%$(52.7)$(51.7)$(1.0)(2.0)%
International(1.5)(1.4)(0.1)(9.3)%(4.4)(3.9)(0.6)(14.4)%
Consumer Interactive(0.5)(0.5)(0.1)(11.3)%(1.6)(1.3)(0.3)(22.4)%
Total intersegment revenue eliminations$(19.7)$(19.0)$(0.7)(3.7)%$(58.7)$(56.8)$(1.9)(3.3)%
Total revenue as reported$791.6 $695.9 $95.7 13.8 %$2,311.1 $2,017.9 $293.2 14.5 %
nm: not meaningful
As a result of displaying amounts in millions, rounding differences may exist in the table above.
U.S. Markets Segment
U.S. Markets revenue increased $59.9 million, or 13.7%, and $185.4 million, or 14.6%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due to an increase in revenue in both verticals, including revenue from our recent acquisitions in our Emerging Markets vertical.
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Financial Services: Revenue increased $28.5 million, or 11.5%, and $109.7 million, or 15.6%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020. The increase in revenue is due primarily to improving macroeconomic conditions and revenue from new product initiatives in most of our lines of business in the third quarter and all of our lines of businesses in the nine month period. In the third quarter, the Consumer Lending, Cards and Banking, and Auto lines of business led with broad-based revenue growth, while the Mortgage line of business revenue decreased as volumes declined due to rising interest rates.
Emerging Verticals: Revenue increased $31.4 million, or 16.6%, and $75.7 million, or 13.4%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020. The increase in revenue is due primarily to improving macroeconomic conditions in most of our verticals, revenue from new product initiatives, and an increase from our recent acquisitions. Every vertical except Collections, which was down slightly, had an increase in revenue in both the three-month and nine-month periods.
International Segment
International revenue increased $33.2 million, or 22.9%, and $94.5 million, or 22.4%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due primarily to higher local currency revenue from increased volumes resulting from improving economic conditions and from new product initiatives, and an increase in revenue of 4.9% and 6.1% in each respective period from the impact of strengthening foreign currencies.
Canada: Revenue increased $2.7 million, or 9.7%, and $16.5 million, or 21.0%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due primarily to higher local currency revenue from increased volumes resulting from improving economic conditions and new product initiatives, and an increase of 6.1% and 9.2% in each respective period from the impact of strengthening foreign currencies.
Latin America: Revenue increased $5.0 million, or 22.9%, and $13.6 million, or 21.5%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due primarily to higher local currency revenue from increased volumes resulting from improving economic conditions and from new product initiatives, and an increase of 0.5% for the three-month period and a decrease of 0.7% in the nine-month period from the impact of foreign currencies.
United Kingdom: Revenue increased $10.5 million, or 23.8%, and $26.2 million, or 19.8%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due primarily to higher local currency revenue from increased volume resulting from improving economic conditions and from new product initiatives, and an increase of 7.9% and 10.2% in each respective period from the impact of strengthening foreign currencies.
Africa: Revenue increased $2.9 million, or 23.3%, and $8.5 million, or 23.8%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due primarily to higher local currency revenue from increased volume resulting from improving economic conditions and from new product initiatives, and an increase of 14.9% and 13.4% in each respective period from the impact of strengthening foreign currencies.
India: Revenue increased $10.6 million, or 44.2%, and $24.0 million, or 33.2%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due primarily to higher local currency revenue from increased volume resulting from improving economic conditions and from new product initiatives, and an increase of 0.6% and 1.0% in each respective period from the impact of strengthening foreign currencies.
Asia Pacific: Revenue increased $1.5 million, or 10.4%, and $5.7 million, or 14.2%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due primarily to higher local currency revenue from increased volume resulting from improving economic conditions and from new product initiatives, and a decrease of 0.7% and an increase 0.1% in each respective period from the impact of foreign currencies.
Consumer Interactive Segment
Consumer Interactive revenue increased $3.4 million, or 2.6%, and $15.2 million, or 3.9%, for the three and nine months ended September 30, 2021, compared with the same periods in 2020, due primarily to an increase in revenue in our direct channel in both periods. Our indirect channel had a slight increase in revenue in the three-month period and a slight decrease in revenue in the nine-month period as this channel has begun to moderate.
Operating Expenses
Operating expenses for the three and nine months ended September 30, 2021 and 2020, were as follows:
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 Three Months Ended September 30,Nine Months Ended September 30,
(in millions)20212020$
Change
%
Change
20212020$
Change
%
Change
Cost of services$259.1 $222.4 $36.8 16.5 %$752.6 $666.1 $86.5 13.0 %
Selling, general and administrative247.3 219.0 28.3 12.9 %682.4 655.4 27.0 4.1 %
Depreciation and amortization95.9 92.2 3.6 3.9 %288.6 273.4 15.2 5.5 %
Total operating expenses$602.3 $533.6 $68.7 12.9 %$1,723.6 $1,594.9 $128.7 8.1 %
As a result of displaying amounts in millions, rounding differences may exist in the table above.
Cost of Services
Cost of services increased $36.8 million and $86.5 million for the three and nine months ended September 30, 2021, compared with the same periods in 2020.
The increase was due primarily to:
an increase in product costs resulting from the increase in revenue in all of our segments;
an increase in costs from our accelerated technology investment;
an increase in labor costs, including an increase in incentive compensation due to improvements in performance, primarily in our U.S. Markets and International segments;
operating costs from our recent acquisitions in our U.S. Markets segment; and
the impact of foreign currencies on the expenses of our International segment,
partially offset by:
a decrease in travel and entertainment expenses due to travel restrictions related to COVID-19, primarily in the nine-month period.
Selling, General and Administrative
Selling, general and administrative expenses increased $28.3 million and decreased $27.0 million for the three and nine months ended September 30, 2021, compared with the same periods in 2020.
The changes were due primarily to:
an increase in labor costs, including an increase in incentive and stock-based compensation due to improvements in performance, primarily in our U.S. Markets and International segments and in Corporate, in both periods;
operating costs and contingent consideration expense recorded from our recent acquisitions in our U.S. Markets segment in both periods;
the impact of foreign currencies on the expenses of our International segment in both periods; and
an increase in advertising expense, primarily in our Consumer Interactive segment, in the nine-month period,
partially offset by:
an increase in the three-month period and a decrease of $53.9 in the nine-month period for certain legal and regulatory matters, primarily related to the Ramirez Litigation, which resulted in a significant expense in the first quarter of 2020 and a significant reduction of expense in the second quarter of 2021 as discussed in Recent Developments above;
a decrease in bad debt expense in both periods, as we have reversed reserves that were recorded at the beginning of the COVID-19 pandemic; and
a decrease in travel and entertainment expenses due to travel restrictions related to COVID-19 in the nine-month period.
Depreciation and Amortization
Depreciation and amortization increased $3.6 million and $15.2 million for the three and nine months ended September 30, 2021, compared with the same periods in 2020. These increases were due primarily to an increase in depreciation and amortization from recent acquisitions of tangible and intangible assets, partially offset by a decrease in amortization related to certain intangible assets from our 2012 change in control transaction that have become fully amortized.
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Adjusted EBITDA and Adjusted EBITDA margin
 Three Months Ended September 30,Nine Months Ended September 30,
(in millions)20212020$ Change% Change20212020$ Change% Change
Revenue:
U.S. Markets gross revenue$498.4 $438.5 $59.9 13.7 %$1,451.2 $1,265.8 $185.4 14.6 %
International gross revenue178.0 144.8 33.2 22.9 %516.7 422.2 94.5 22.4 %
Consumer Interactive gross revenue135.0 131.6 3.4 2.6 %401.9 386.7 15.2 3.9 %
Total gross revenue811.4 714.9 96.4 13.5 %2,369.8 2,074.8 295.1 14.2 %
Less: intersegment revenue eliminations(19.7)(19.0)(0.7)(3.7)%(58.7)(56.8)(1.9)(3.3)%
Total revenue as reported$791.6 $695.9 $95.7 13.8 %$2,311.1 $2,017.9 $293.2 14.5 %
Adjusted EBITDA(1):
U.S. Markets$210.3 $177.3 $33.0 18.6 %$618.6 $520.0 $98.6 19.0 %
International77.7 56.7 21.0 37.0 %221.3 154.4 66.9 43.3 %
Consumer Interactive69.4 67.1 2.4 3.5 %192.8 186.2 6.6 3.5 %
Corporate(30.5)(31.2)0.7 2.2 %(86.7)(84.7)(2.1)(2.4)%
Consolidated Adjusted EBITDA(1)
$327.0 $269.9 $57.0 21.1 %$945.9 $775.9 $170.0 21.9 %
Adjusted EBITDA margin(1):
U.S. Markets42.2 %40.4 %1.8 %42.6 %41.1 %1.5 %
International43.7 %39.2 %4.5 %42.8 %36.6 %6.3 %
Consumer Interactive51.4 %51.0 %0.5 %48.0 %48.1 %(0.2)%
Consolidated Adjusted EBITDA margin(1)
41.3 %38.8 %2.5 %40.9 %38.5 %2.5 %
Net income attributable to TransUnion as a percentage of revenue14.4 %14.8 %(0.4)%16.0 %12.0 %4.0 %
As a result of displaying amounts in millions, rounding differences may exist in the table above.
1.See the reconciliation of net income attributable to TransUnion to Consolidated Adjusted EBITDA in the “Key Performance Measures” section at the beginning of our discussion about our Results of Operations. Segment Adjusted EBITDA margins are calculated using segment gross revenue and segment Adjusted EBITDA. Consolidated Adjusted EBITDA margin is calculated using consolidated revenue and consolidated Adjusted EBITDA.
Consolidated Adjusted EBITDA increased $57.0 million and $170.0 million for the three and nine months ended September 30, 2021, compared to the same periods in 2020.
The increase was due primarily to:
an increase in revenue from improving macroeconomic conditions in all of our markets; and
a decrease in travel and entertainment expenses due to travel restrictions related to COVID-19 in the nine month period; and
a decrease in bad debt expense in both periods, as we have reversed reserves that were recorded at the beginning of the COVID-19 pandemic,
partially offset by:
an increase in labor costs, including incentive compensation, primarily in our U.S. Markets and International segments and in Corporate;
an increase in product costs resulting from the increase in revenue in all of our segments;
an increase in operating costs from our recent acquisitions;
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the impact of currencies on the expenses of our International segment; and
an increase in advertising costs, primarily in our Consumer Interactive segment, in the nine-month period.
Adjusted EBITDA margin for the U.S. Markets segment increased due primarily to an increase in revenue and improving market conditions in both of our verticals, a decrease in bad debt expense, and a decrease in travel and entertainment expenses due to travel restrictions related to COVID-19 in the nine-month period, partially offset by an increase in product costs resulting from the increase in revenue and an increase in incentive compensation costs due to improved performance.
Adjusted EBITDA margins for the International segment increased due primarily to an increase in revenue and improving market conditions in all of our regions, a decrease in bad debt expense, and a decrease in travel and entertainment expenses due to travel restrictions related to COVID-19 in the nine-month period, partially offset by an increase in incentive compensation costs due to improved performance.
Adjusted EBITDA margin for the Consumer Interactive segment increased in the three-month period and decreased in the nine-month period. The increase in the three-month period is due primarily to an increase in revenue, partially offset by an increase in product costs in our indirect channel. The decreased in the nine-month period is due primarily to an increase in product costs in our indirect channel and an increase in advertising costs, partially offset by an increase in revenue in our direct channel.
Non-Operating Income and Expense
 Three Months Ended September 30,Nine Months Ended September 30,
(in millions)20212020$
Change
%
Change
20212020$
Change
%
Change
Interest expense$(25.7)$(27.6)$1.9 7.0 %$(77.1)$(98.7)$21.7 21.9 %
Interest income1.0 1.2 (0.2)(15.3)%2.5 4.2 (1.7)(39.6)%
Earnings from equity method investments2.9 2.1 0.7 33.9 %8.6 6.7 1.8 27.4 %
Other income and expense, net:
Acquisition fees(22.7)(1.5)(21.3)nm(27.4)(4.8)(22.6)nm
Loan fees(0.4)(0.4)— 5.3 %(1.6)(0.7)(0.9)nm
Other income (expense), net12.8 2.6 10.2 nm18.2 (1.4)19.6 nm
Total other income and expense, net(10.3)0.8 (11.0)nm(10.8)(6.9)(3.9)(56.2)%
Non-operating income and expense$(32.2)$(23.6)$(8.6)(36.4)%$(76.7)$(94.7)$18.0 19.0 %
nm: not meaningful
As a result of displaying amounts in millions, rounding differences may exist in the table above.
For the three and nine months ended September 30, 2021, interest expense decreased $1.9 million and $21.7 million, respectively, compared with the same periods in 2020, due primarily to the impact of the decrease in the average interest rate and a decrease in our average outstanding principal balance. In the fourth quarter of 2020, we prepaid $150.0 million of our Senior Secured Term Loans. In the first quarter of 2021, we prepaid an additional $85.0 million of our Senior Secured Term Loans. These prepayments impact the comparability of interest expense between periods.
Acquisition fees represent costs we have incurred for various acquisition-related efforts.
Other income (expense), net includes currency remeasurement gains and losses, dividends received from cost method investments, gains and losses on cost method investments, if any, and other miscellaneous non-operating income and expense items, including recoveries from the Fraud Incident in the three- and nine-month periods of 2021.
Provision for Income Taxes
For the three months ended September 30, 2021, we reported an effective tax rate of 24.8%, which was higher than the 21.0% U.S. federal statutory rate due primarily to various foreign, federal and state taxes, partially offset by excess tax benefits on stock-based compensation.
For the nine months ended September 30, 2021, we reported an effective tax rate of 25.3%, which was higher than the 21.0% U.S. federal statutory rate due primarily to recording tax expense of $20.5 million related to the remeasurement of our U.K.
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deferred taxes to reflect an increase in the U.K. corporate income tax rate enacted in the second quarter 2021, partially offset by $11.2 million of discrete tax benefit related to electing the Global Intangible Low Tax Income (“GILTI”) high-tax exclusion retroactively for the 2018 and 2019 tax years, and $9.1 million of excess tax benefits on stock-based compensation. On July 20, 2020, the U.S. Treasury issued and enacted final regulations related to GILTI that allow certain U.S. taxpayers to elect to exclude foreign income that is subject to a high effective tax rate from their GILTI inclusions. The GILTI high-tax exclusion is an annual election and is retroactively available.
For the three months ended September 30, 2020, we reported an effective tax rate of 23.1%, which was higher than the 21.0% U.S. federal statutory rate due primarily to state taxes, foreign tax rate differences and accrued withholding taxes on unrepatriated foreign earnings, partially offset by excess tax benefits on stock-based compensation.
For the nine months ended September 30, 2020, we reported an effective tax rate of 23.5%, which was higher than the 21.0% U.S. federal statutory rate due primarily to state taxes, foreign tax rate differences, accrued withholding taxes on unrepatriated foreign earnings and changes in valuation allowances for foreign tax credits, partially offset by $22.4 million of excess tax benefits on stock-based compensation.
Significant Changes in Assets and Liabilities
Our long-term debt decreased by $145.6 million at September 30, 2021, compared with December 31, 2020, due primarily to the $85.0 prepayment of debt made in March 2021, and the scheduled payments made in the first three quarters of 2021.
Liquidity and Capital Resources
Overview
Our principal sources of liquidity are cash flows provided by operating activities, cash and cash equivalents on hand, and our senior secured revolving line of credit. Our principal uses of liquidity are working capital, capital expenditures, debt service and other capital structure obligations, business acquisitions, and other general corporate purposes. We believe our cash on hand, cash generated from operations, and funds available under the senior secured revolving line of credit will be sufficient to fund our planned capital expenditures, debt service and other capital structure obligations, business acquisitions and operating needs for the foreseeable future. Our ability to maintain adequate liquidity for our operations in the future is dependent upon a number of factors, including our revenue, macroeconomic conditions, our ability to contain costs, including capital expenditures, and to collect accounts receivable, and various other factors, many of which are beyond our control. We will continue to monitor our liquidity position and may elect to raise funds through debt or equity financing in the future to fund operations, significant investments or acquisitions that are consistent with our growth strategy.
Cash and cash equivalents totaled $708.8 million and $493.0 million at September 30, 2021, and December 31, 2020, respectively, of which $302.7 million and $232.0 million was held outside the United States in each respective period. As of September 30, 2021, we had no outstanding balance under the Senior Secured Revolving Credit Facility and $0.1 million of outstanding letters of credit, and could have borrowed up to the remaining $299.9 million available.
TransUnion also has the ability to request incremental loans on the same terms under the Senior Secured Credit Facility up to the greater of $1,000.0 million and 100% of consolidated EBITDA for the four quarters preceding the measurement date, and may incur additional incremental loans so long as the senior secured net leverage ratio does not exceed 4.25-to-1, subject to certain additional conditions and commitments by existing or new lenders to fund any additional borrowings.
With certain exceptions, the Senior Secured Credit Facility obligations are secured by a first-priority security interest in substantially all of the assets of Trans Union LLC, including its investment in subsidiaries. The Senior Secured Credit Facility contains various restrictions and nonfinancial covenants, along with a senior secured net leverage ratio test. The nonfinancial covenants include restrictions on dividends, investments, dispositions, future borrowings and other specified payments, as well as additional reporting and disclosure requirements. The senior secured net leverage test must be met as a condition to incur additional indebtedness, make certain investments, and may be required to make certain restricted payments. The senior secured net leverage ratio must not exceed 5.5-to-1 at any such measurement date.
The balance retained in cash and cash equivalents is consistent with our short-term cash needs and investment objectives. We may be required to make additional principal payments on the Senior Secured Term Loans B-5 and A-3 based on excess cash flows of the prior year, as defined in the credit agreement. The senior secured net leverage ratio for 2020 resulted in no required excess cash flow payment for 2021. Additional payments based on excess cash flows could be due in future years. See Part I, Item 1, Note 8 “Debt,” for additional information about our debt.
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During the first quarter of 2021 and 2020, 0.9 million outstanding employee restricted stock units vested and became taxable to the employees. During the first quarter of 2021 and 2020, the employees used 0.3 million shares of the vested stock to satisfy their payroll tax withholding obligations in a net share settlement arrangement whereby the employees received 0.6 million of the shares and gave TransUnion the remaining 0.3 million shares that we have recorded as treasury stock. During the first quarter of 2021 and 2020, we remitted cash equivalent $27.7 million and $32.1 million, respectively, of the vest date value of the treasury stock to the respective governmental agencies in settlement of the employee withholding tax obligations. On occasion, as other stock units vest or stock options are exercised throughout the year, employees use shares of stock to satisfy their payroll tax withholding obligations in a net settlement arrangement and we remit the equivalent value of those shares to the respective governmental agencies.
For the nine months ended September 30, 2021, we prepaid $85.0 million of our Senior Secured Term Loan B-5, funded from our cash on hand.
During the second quarter of 2021, we increased our quarterly dividend from $0.075 per share to $0.095 per share. Our board of directors declared a dividend of $0.075 on February 24, 2021 to holders of record on March 11, 2021. Additionally, our board of directors declared a dividend of $0.095 per share on May 11, 2021 and August 10, 2021 to holders of record on May 26, 2021 and August 25, 2021, respectively. We paid dividends of $14.3 million on March 26, 2021 and $18.2 million on June 10, 2021 and September 9, 2021. Dividends declared accrue to outstanding restricted stock units and are paid to employees as dividend equivalents when the restricted stock units vest.
Any determination to pay dividends in the future will be at the discretion of our board of directors and will depend on a number of factors, including our liquidity, results of operations, financial condition, contractual restrictions, restrictions imposed by applicable law and other factors our board of directors deems appropriate. We currently have capacity and intend to continue to pay a quarterly dividend, subject to approval by our board.
On February 13, 2017, our board of directors authorized the repurchase of up to $300.0 million of our common stock over the next 3 years. Our board of directors removed the three-year time limitation on February 8, 2018. To date, we have repurchased $133.5 million of our common stock and have the ability to repurchase the remaining $166.5 million.
We have no obligation to repurchase additional shares. Any determination to repurchase additional shares will be at the discretion of management and will depend on a number of factors, including our liquidity, results of operations, financial condition, contractual restrictions, restrictions imposed by applicable law, market conditions, the cost of repurchasing shares, the availability of alternative investment opportunities and other factors management deems appropriate. Any repurchased shares will have the status of treasury shares and may be used, if and when needed, for general corporate purposes.
Recently Announced Transactions
On September 13, 2021, we announced our agreement to acquire Neustar, Inc. for $3.1 billion in cash, subject to customary purchase price adjustments. We intend to finance the acquisition through a combination of debt financing and cash on hand, and have entered into a debt commitment letter which provides for a senior secured term loan facility in an aggregate principal amount of up to $3.1 billion. We expect the acquisition to close in the fourth quarter of 2021, subject to the satisfaction of customary closing conditions and regulatory approvals. For additional information on our acquisition of Neustar, refer to our Current Report on Form 8-K dated September 13, 2021, which is available on our Investor Relations website at https://investors.transunion.com.
On October 26, 2021, we announced our agreement to acquire Sontiq, Inc. for $638 million in cash, subject to customary purchase price adjustments. We intend to finance the acquisition through a combination of debt financing and cash on hand, and have entered into a debt commitment letter which provides for a new secured term loan facility in an aggregate principal amount of up to $640 million. We expect the acquisition to close in the fourth quarter of 2021, subject to the satisfaction of customary closing conditions and regulatory approvals. For additional information on our acquisition of Sontiq, refer to our Current Report on Form 8-K dated October 26, 2021, which is available on our Investor Relations website at https://investors.transunion.com.
On October 26, 2021, we announced our agreement to sell our Healthcare business for $1.735 billion in cash, subject to customary purchase price adjustments. We are targeting a closing of this transaction in the fourth quarter of 2021, subject to the satisfaction of customary closing conditions and regulatory approvals. We expect to realize a material gain on sale of the Healthcare business and intend to use the net proceeds from this sale to prepay debt and for other general corporate purposes as permitted under the Senior secured credit facilities. For additional information on the divestment of our Healthcare business, refer to our Current Report on Form 8-K dated October 26, 2021, which is available on our Investor Relations website at https://investors.transunion.com.

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Sources and Uses of Cash
Nine Months Ended September 30,
(in millions)20212020Change
Cash provided by operating activities$660.2 $558.2 $102.0 
Cash used in investing activities(208.0)(153.5)(54.5)
Cash used in financing activities(231.5)(109.9)(121.6)
Effect of exchange rate changes on cash and cash equivalents(4.9)(14.9)10.0 
Net change in cash and cash equivalents$215.8 $279.9 $(64.1)
Operating Activities
The increase in cash provided by operations was due primarily to an increase in operating performance and a decrease in interest expense, partially offset by an increase in working capital.
Investing Activities
The increase in cash used in investing activities was due primarily to an increase in investments in nonconsolidated affiliates and purchases of convertible notes, and an increase in capital expenditures.
Financing Activities
The increase in cash used in financing activities was due primarily to $85.0 million debt prepayments made in 2021 and an increase in the payments for contingent consideration in 2021.
Capital Expenditures
We make capital expenditures to grow our business by developing new and enhanced capabilities, to increase the effectiveness and efficiency of the organization and to reduce risks. We make capital expenditures for product development, disaster recovery, security enhancements, regulatory compliance, and the replacement and upgrade of existing equipment at the end of its useful life.
Cash paid for capital expenditures increased $26.4 million, from $131.7 million for the nine months ended September 30, 2020, to $158.1 million for the nine months ended September 30, 2021.
Debt
Hedges
On March 10, 2020, we entered into two tranches of interest rate swap agreements with various counter parties that effectively fix our LIBOR exposure on a portion of our Senior Secured Term Loans or similar replacement debt. The first tranche commenced on June 30, 2020, and expires on June 30, 2022, with a current aggregate notional amount of $1,125.0 million that amortizes each quarter. The first tranche requires TransUnion to pay fixed rates varying between 0.5200% and 0.5295% in exchange for receiving a variable rate that matches the variable rate on our loans. The second tranche commences on June 30, 2022, and expires on June 30, 2025, with an initial notional amount of $1,110.0 million that amortizes each quarter. The second tranche requires TransUnion to pay fixed rates varying between 0.9125% and 0.9280% in exchange for receiving a variable rate that matches the variable rate on our loans. We have designated these swap agreements as cash flow hedges.
On December 17, 2018, we entered into interest rate swap agreements with various counter parties that effectively fix our LIBOR exposure on a portion of our Senior Secured Term Loans or similar replacement debt, which is currently fixed at 2.702% and 2.706%. We have designated these swap agreements as cash flow hedges. The current aggregate notional amount under these agreements is $1,395.0 million, decreasing each quarter until the second agreement terminates on December 30, 2022.
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Effect of Certain Debt Covenants
A breach of any of the covenants under the agreements governing our debt could limit our ability to borrow funds under the Senior Secured Revolving Credit Facility and could result in a default under the Senior Secured Credit Facility. Upon the occurrence of an event of default under the Senior Secured Credit Facility, the lenders could elect to declare all amounts then outstanding to be immediately due and payable, and the lenders could terminate all commitments to extend further credit. If we were unable to repay the amounts declared due, the lenders could proceed against any collateral granted to them to secure that indebtedness.
With certain exceptions, the Senior Secured Credit Facility obligations are secured by a first-priority security interest in substantially all of the assets of Trans Union LLC, including its investment in subsidiaries. The Senior Secured Credit Facility contains various restrictions and nonfinancial covenants, along with a senior secured net leverage ratio test. The nonfinancial covenants include restrictions on dividends, investments, dispositions, future borrowings and other specified payments, as well as additional reporting and disclosure requirements. The senior secured net leverage test must be met as a condition to incur additional indebtedness, make certain investments, and may be required to make certain restricted payments. The senior secured net leverage ratio must not exceed 5.5-to-1 at any such measurement date. Under the terms of the Senior Secured Credit Facility, TransUnion may make dividend payments up to the greater of $75 million or 7.5% of Consolidated EBITDA per year, or an unlimited amount provided that no default or event of default exists and so long as the total net leverage ratio does not exceed 4.75-to-1. As of September 30, 2021, we were in compliance with all debt covenants.
For additional information about our debt and hedge, see Part I, Item 1, “Notes to Unaudited Consolidated Financial Statements,” Note 8, “Debt.”
Recent Accounting Pronouncements
See Part I, Item 1, “Notes to Unaudited Consolidated Financial Statements,” Note 1, “Significant Accounting and Reporting Policies,” for information about recent accounting pronouncements and the impact on our consolidated financial statements.
Application of Critical Accounting Estimates
We prepare our consolidated financial statements in conformity with generally accepted accounting principles (“GAAP”). The notes to our consolidated financial statements include disclosures about our significant accounting policies. These accounting policies require us to make certain judgments and estimates in reporting our operating results and our assets and liabilities. See Part II, Item 7, “Application of Critical Accounting Estimate” and Part II, Item 8, Note 1, “Significant Accounting and Reporting Policies” of our Annual Report on Form 10-K for the year ended December 31, 2020, filed with the Securities and Exchange Commission on February 16, 2021, for additional information about our critical accounting estimates.
Cautionary Notice Regarding Forward-Looking Statements
This Quarterly Report on Form 10-Q contains “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995. These statements are based on the current beliefs and expectations of TransUnion’s management and are subject to significant risks and uncertainties. Actual results may differ materially from those described in the forward-looking statements. Any statements made in this report that are not statements of historical fact, including statements about our beliefs and expectations, are forward-looking statements. Forward-looking statements include information concerning possible or assumed future results of operations, including descriptions of our business plans and strategies. These statements often include words such as “anticipate,” “expect,” “guidance,” “suggest,” “plan,” “believe,” “intend,” “estimate,” “target,” “project,” “should,” “could,” “would,” “may,” “will,” “forecast,” “outlook,” “potential,” “continues,” “seeks,” “predicts,” or the negatives of these words and other similar expressions.
Factors that could cause actual results to differ materially from those described in the forward-looking statements, or that could materially affect our financial results or such forward-looking statements include:
the effects of the COVID-19 pandemic;
the duration of the COVID-19 pandemic and the timing of the economic recovery following the COVID-19 pandemic;
the prevalence and severity of variants of the COVID-19 virus and the effectiveness of vaccines against those variants;
macroeconomic and industry trends and adverse developments in the debt, consumer credit and financial services markets;
our ability to provide competitive services and prices;
our ability to retain or renew existing agreements with large or long-term customers;
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our ability to maintain the security and integrity of our data;
our ability to deliver services timely without interruption;
our ability to maintain our access to data sources;
government regulation and changes in the regulatory environment;
litigation or regulatory proceedings;
regulatory oversight of “critical activities”
our ability to effectively manage our costs;
economic and political stability in the United States and international markets where we operate;
our ability to effectively develop and maintain strategic alliances and joint ventures;
our ability to timely develop new services and the market’s willingness to adopt our new services;
our ability to manage and expand our operations and keep up with rapidly changing technologies;
our ability to acquire businesses, including any recently announced business acquisitions, successfully secure financing for our acquisitions, timely consummate our acquisitions, successfully integrate the operations of our acquisitions, control the costs of integrating our acquisitions and realize the intended benefits of such acquisitions;
our ability to consummate the sale of our recently announced divestiture on a timely basis or at all;
our ability to protect and enforce our intellectual property, trade secrets and other forms of unpatented intellectual property;
our ability to defend our intellectual property from infringement claims by third parties;
the ability of our outside service providers and key vendors to fulfill their obligations to us;
further consolidation in our end-customer markets;
the increased availability of free or inexpensive consumer information;
losses against which we do not insure;
our ability to make timely payments of principal and interest on our indebtedness;
our ability to satisfy covenants in the agreements governing our indebtedness;
our ability to maintain our liquidity;
share repurchase plans; and
our reliance on key management personnel.
There may be other factors, many of which are beyond our control, that may cause our actual results to differ materially from the forward-looking statements, including factors disclosed in our Annual Report on Form 10-K for the year ended December 31, 2020, and any subsequent Quarterly Report on Form 10-Q or Current Report on Form 8-K filed with the Securities and Exchange Commission, and in this report under the sections entitled “Risk Factors” and “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in this report. You should evaluate all forward-looking statements made in this report in the context of these risks and uncertainties.
The forward-looking statements contained in this report speak only as of the date of this report. We undertake no obligation to publicly release the result of any revisions to these forward-looking statements to reflect the impact of events or circumstances that may arise after the date of this report.
ITEM 3. QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK
There have been no other material changes from the quantitative and qualitative disclosures about market risk included in our Annual Report on Form 10-K for the year ended December 31, 2020.
In the normal course of business we are exposed to market risk, primarily from changes in variable interest rates and foreign currency exchange rates, which could impact our results of operations and financial position. We manage the exposure to this market risk through our regular operating and financing activities. We may use derivative financial instruments, such as foreign currency and interest rate hedges, but only as a risk management tool and not for speculative or trading purposes.
Interest Rate Risk
Our Senior Secured Credit Facility consists of Senior Secured Term Loans and a $300.0 million Senior Secured Revolving Credit Facility. Interest rates on these borrowings are based, at our election, on LIBOR or an alternate base rate, subject to floors, plus applicable margins based on applicable net leverage ratios. We currently have several interest rate hedge instruments that effectively fixes our LIBOR exposure on approximately 75% of our outstanding debt. Based on the amount of
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unhedged outstanding variable-rate debt, we have a material exposure to interest rate risk. In the future our exposure to interest rate risk may change due to changes in the amount borrowed, changes in interest rates, or changes in the amount we have hedged. The amount of our outstanding debt, and the ratio of fixed-rate debt to variable-rate debt, can be expected to vary as a result of future business requirements, market conditions or other factors.
See Part I, Item 1, “Notes to Unaudited Consolidated Financial Statements,” Note 8, “Debt,” for additional information about interest rates on our debt.
Foreign Currency Exchange Rate Risk
A substantial majority of our revenue, expense and capital expenditure activities are transacted in U.S. dollars. However, we transact business in a number of foreign currencies, including British pounds sterling, the South African rand, the Canadian dollar, the Indian rupee, the Colombian peso and the Brazilian real. In reporting the results of our foreign operations, we benefit from a weaker U.S. dollar and are adversely affected by a stronger U.S. dollar relative to the foreign currencies.
We are required to translate the assets and liabilities of our foreign subsidiaries that are measured in foreign currencies at the applicable period-end exchange rate in our consolidated balance sheets. We are required to translate revenue and expenses at the average exchange rates prevailing during the year in our consolidated statements of income. The resulting translation adjustment is included in other comprehensive income, as a component of stockholders’ equity. Transaction gains and losses that arise from exchange rate fluctuations on transactions denominated in a currency other than the functional currency are included in other income and expense as incurred.
ITEM 4. CONTROLS AND PROCEDURES
Disclosure Controls and Procedures
Our management, with the participation of our Chief Executive Officer and Chief Financial Officer, has evaluated the effectiveness of our disclosure controls and procedures as of the end of the period covered by this report. The term “disclosure controls and procedures” as defined in Rules 13a-15(e) and 15d-15(e) under the Exchange Act means controls and other procedures of a company that are designed to ensure that information required to be disclosed by a company in the reports that it files or submits under the Exchange Act is recorded, processed, summarized and reported, within the time periods specified in the SEC’s rules and forms.
Disclosure controls and procedures include, without limitation, controls and procedures designed to ensure that information required to be disclosed by a company in the reports that it files or submits under the Exchange Act is accumulated and communicated to the company’s management, including its principal executive and principal financial officers, as appropriate, to allow timely decisions regarding required disclosure. Management recognizes that any controls and procedures, no matter how well designed and operated, can provide only reasonable assurance of achieving their objectives, and management necessarily applies its judgment in evaluating the cost-benefit relationship of possible controls and procedures. Based on the evaluation of our disclosure controls and procedures as of the end of the period covered by this report, our Chief Executive Officer and Chief Financial Officer concluded that, as of such date, our disclosure controls and procedures were effective at a reasonable assurance level.
Changes in Internal Controls over Financial Reporting
During the quarter covered by this report, there have been no changes in our internal controls over financial reporting that have materially affected, or are reasonably likely to materially affect, our internal controls over financial reporting.

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PART II. OTHER INFORMATION
ITEM 1. LEGAL PROCEEDINGS
General
Refer to Part I, Item 3, “Legal Proceedings,” of our Annual Report on Form 10-K for the year ended December 31, 2020, and Part II, Item 1, “Legal Proceedings” of all subsequently filed Quarterly Reports on Form 10-Q, including this Quarterly Report, and Part I, Item 1, Note 14 “Contingencies,” of this Quarterly Report for a full description of our material pending legal and regulatory matters.
ITEM 1A. RISK FACTORS
The following discussion supplements the discussion of risk factors affecting the Company as set forth in Part I, Item 1A "Risk Factors” included in our Annual Report on Form 10-K for the year ended December 31, 2020, and any subsequently filed Quarterly Reports on Form 10-Q, as well as the factors identified under “Cautionary Statement Regarding Forward-Looking Statements” at the end of Part I, Item 2 of this Quarterly Report on Form 10-Q, which could materially affect our business, financial condition or future results. The risks described in these reports are not the only risks facing TransUnion. Additional risks and uncertainties not currently known to us or that we currently deem to be immaterial may also materially adversely affect our business, financial condition, and operating results.
We expect to incur material expenses and indebtedness related to the pending acquisitions of Neustar, Inc. and Sontiq, Inc. (the “Neustar and Sontiq Acquisitions”).
We expect to incur material expenses and indebtedness in completing the Neustar and Sontiq Acquisitions and integrating the business, operations, practices, policies and procedures of each of Neustar and Sontiq. We expect to incur certain transaction and integration expenses in connection with the acquisitions, but such expenses are difficult to estimate at the present time and there are a number of factors beyond our control that could affect the total amount, or the timing, of such expenses. We also intend to finance a portion of the consideration for the Neustar and Sontiq Acquisitions through debt financing, which would increase our debt service obligations and could lead to the downgrade of our credit rating by one or more credit rating agencies. We cannot assure you that the expenses or indebtedness related to the Neustar and Sontiq Acquisitions will not have an adverse effect on us or our results of operations.
We may not realize the anticipated benefits from the pending Neustar and Sontiq Acquisitions.
The Neustar and Sontiq Acquisitions involve the integration of companies that currently operate independently. The success of each of the Neustar and Sontiq Acquisitions will depend, in part, on our ability to realize the anticipated benefits of successfully integrating each of Neustar and Sontiq into our business following the closing of the respective acquisitions. While we plan to devote substantial management attention and resources to integrating the acquired businesses in order to fully realize the anticipated benefits of the acquisitions, the businesses and assets acquired may not be successful or continue to grow at the same rate as when operated independently or may require greater resources and investments than we originally anticipated. The Neustar and Sontiq Acquisitions could also result in the assumption of unknown or contingent liabilities.
Potential difficulties we may encounter following the closing of each of the Neustar and Sontiq Acquisitions include the following:
the inability to successfully integrate the acquired businesses in a manner that permits us to realize the anticipated benefits of the acquisitions in the time frame currently anticipated, or at all;
difficulties resulting from developments of the COVID-19 pandemic, including the emergence of new virus variants or limits in the effectiveness of vaccination programs, which could cause us to slow, cease or reevaluate the focus of integration efforts or impair the value of our, Neustar’s and/or Sontiq’s assets;
the failure to integrate internal systems, programs and controls, or decisions by our management to apply different accounting policies, assumptions or judgments to Neustar’s and/or Sontiq’s operational results than Neustar and Sontiq applied in the past;
loss of sales and other commercial relationships;
the additional complexities of integrating companies with different histories, cultures, markets, strategies and customer bases;
the failure to retain key employees of any of the companies that may be difficult to replace;
the disruption of each company’s ongoing businesses or inconsistencies in services, standards, controls, procedures and policies;
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potential unknown liabilities and unforeseen increased expenses, delays or regulatory conditions associated with the acquisitions;
performance shortfalls as a result of the diversion of management’s attention from operating our business caused by completing the Neustar and Sontiq Acquisitions and integrating Neustar’s and Sontiq’s operations; and
the failure to generate sufficient cash to service all of the indebtedness incurred in connection with the Neustar and Sontiq Acquisitions, which could cause us to take other actions to satisfy our obligations under the indebtedness that may not be successful.
Any of these risks could adversely affect our ability to maintain relationships with customers, vendors, employees, or other commercial relationships, or adversely affect our future operational results. As a result, the anticipated benefits of the Neustar and Sontiq Acquisitions may not be realized or may take longer to realize or cost more than expected, which could adversely affect our business, financial condition, results of operations and growth prospects. In addition, changes in laws and regulations could adversely impact our business, financial condition, results of operations and growth prospects after the Neustar and Sontiq Acquisitions.
The pending Neustar and Sontiq Acquisitions may not be completed on the currently contemplated timelines or terms, or at all.
Consummation of each of the Neustar and Sontiq Acquisitions is conditioned on, among other things, the receipt of certain consents and other approvals under the competition laws of the United States. We cannot provide assurances that the conditions to completing the Neustar and Sontiq Acquisitions will be satisfied or waived, and accordingly, that either the Neustar or Sontiq Acquisitions will be completed on the terms or timeline that the parties anticipate or at all. If any condition to the Neustar and Sontiq Acquisitions is not satisfied, it could delay or prevent the Neustar or Sontiq Acquisitions from occurring, which could negatively impact our business, financial condition, results of operations and growth prospects.
When we engage in acquisitions, investments in new businesses or divestitures of existing businesses, we will face risks that may adversely affect our business.
We may acquire or make investments in businesses that offer complementary services and technologies. For example, we recently announced the Neustar and Sontiq Acquisitions. Acquisitions may not be completed on favorable terms and acquired assets, data or businesses may not be successfully integrated into our operations. In addition, as we continue to work to position TransUnion for attractive long-term growth in connection with executing on our strategic initiatives, we expect to selectively evaluate disposition opportunities within our markets and/or existing verticals, including within U.S. Markets. Any acquisitions, investments or divestitures will include risks commonly encountered in acquisitions or sales of businesses, such as those outlined above with respect to the Neustar and Sontiq Acquisitions, as well as:
failing to achieve the financial and strategic goals for the acquired business;
paying more than fair market value for an acquired company or assets;
failing to retain key personnel;
diluting the share value of existing stockholders;
indemnification claims for breaches of representations and warranties in sale agreements;
damaging relationships with employees and customers as a result of transferring a business to new owners; and
failure to close a transaction due to conditions such as financing or regulatory approvals not being satisfied.
The Healthcare divestiture is targeted to close in the fourth quarter of 2021, subject to the satisfaction of customary closing conditions and regulatory approvals. If those conditions are not satisfied or waived, or if regulatory approvals are not received, the Healthcare divestiture will not be consummated.
Certain of the conditions that remain to be satisfied with respect to the Healthcare divestiture include, but are not limited to:
the continued accuracy of the representations and warranties contained in the stock purchase agreement;
the performance by each party of its obligations under the stock purchase agreement;
the absence of any decree, order, injunction, ruling or judgment that prohibits the Healthcare divestiture or makes the Healthcare divestiture unlawful;
the absence of a material adverse effect with respect to the purchaser or us;
the receipt of regulatory approvals under the competition laws of the United States; and
the execution of certain agreements related to the consummation of the Healthcare divestiture.
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In addition, we and the Purchaser can mutually agree to terminate the stock purchase agreement without completing the Healthcare divestiture. Further, under the terms of the stock purchase agreement, we or the purchaser can unilaterally terminate the stock purchase agreement without the other party’s agreement and without completing the transactions contemplated thereunder upon the occurrence of certain events.
We cannot assure you that the Healthcare divestiture will close on our expected timeframe, or at all, or close without material adjustment.
These risks could harm our business, financial condition or results of operations, particularly if they occur in the context of a significant acquisition or divestiture.
ITEM 2. UNREGISTERED SALES OF EQUITY SECURITIES AND USE OF PROCEEDS
(a) Recent Sales of Unregistered Securities
Not applicable.
(b) Use of Proceeds
Not applicable.
(c) Issuer Purchases of Equity Securities
(a) Total Number of
Shares Purchased
(b) Average Price
Paid Per Share
(c) Total Number of
Shares
Purchased as
Part of Publicly
Announced Plans
or Programs
(d) Approximate Dollar
Value, in millions, of Shares that
May Yet Be Purchased
Under
the Plans or Programs(1)
July 1 to July 312,072 $116.17 — $166.5 
August 1 to August 313,982 119.68 — $166.5 
September 1 to September 301,249 116.60 — $166.5 
Total7,303 — 
Shares shown in column (a) above consist of shares that were repurchased from employees for withholding taxes on options exercised and restricted stock units vesting pursuant to the terms of the Company's equity compensation plans and net settled.
(1) On February 13, 2017, our board of directors authorized the repurchase of up to $300.0 million of common stock over the next three years. On February 8, 2018, our board of directors removed the three-year time limitation. Prior to the second quarter of 2018, we had purchased approximately $133.5 million of common stock under the program and may purchase up to an additional $166.5 million. Additional repurchases may be made from time to time at management’s discretion at prices management considers to be attractive through open market purchases or through privately negotiated transactions, subject to availability. Open market purchases will be conducted in accordance with the limitations set forth in Rule 10b-18 of the Exchange Act and other applicable legal requirements.
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ITEM 6. EXHIBITS
Securities Purchase Agreement, dated as of September 11, 2021, by and between Trans Union LLC and Aerial Investors LLC (Incorporated by reference to Exhibit 2.1 to TransUnion’s Current Report on Form 8-K filed September 13, 2021).
Third Amended and Restated Certificate of Incorporation of TransUnion (Incorporated by reference to Exhibit 3.1.2 to TransUnion’s Current Report on Form 8-K filed May 18, 2020).
Third Amended and Restated Bylaws of TransUnion amended as of May 12, 2020 (Incorporated by reference to Exhibit 3.2 to TransUnion’s Current Report on Form 8-K filed May 18, 2020).
Retirement and Transition Agreement, dated as of August 12, 2021 by and between TransUnion and David Neenan (Incorporated by reference to Exhibit 10.1 to TransUnion’s Current Report on Form 8-K, filed August 13, 2021).
Employment Agreement, dated as of August 12, 2021 by and among TransUnion, Trans Union of Canada, Inc. and Todd Skinner.
Form of TransUnion Executive Severance and Restrictive Covenant Agreement.
TransUnion Certification of Chief Executive Officer pursuant to Section 302 of the Sarbanes-Oxley Act of 2002.
TransUnion Certification of Chief Financial Officer pursuant to Section 302 of the Sarbanes-Oxley Act of 2002.
TransUnion Certification of Chief Executive Officer and Chief Financial Officer pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002.
101.SCH**XBRL Taxonomy Extension Schema Document.
101.CAL**XBRL Taxonomy Extension Calculation Linkbase Document.
101.LAB**XBRL Taxonomy Extension Label Linkbase Document.
101.PRE**XBRL Taxonomy Extension Presentation Linkbase Document.
101.DEF**XBRL Taxonomy Extension Definition Linkbase Document.
104The cover page from this Quarterly Report on Form 10-Q for the quarter ended September 30, 2021, formatted in Inline XBRL (included with Exhibit 101 attachments).
** Filed or furnished herewith.

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SIGNATURES
Pursuant to the requirements of the Securities Exchange Act of 1934, as amended, the Registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.
 
TransUnion
October 26, 2021By/s/ Todd M. Cello
Todd M. Cello
Executive Vice President, Chief Financial Officer
October 26, 2021By/s/ Timothy Elberfeld
Timothy Elberfeld
Senior Vice President, Chief Accounting Officer
(Principal Accounting Officer)
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