Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations.

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Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations.

OVERVIEW.

Our revenues and net income are derived primarily from investment advisory services provided to individual and institutional investors in U.S. mutual funds, subadvised funds, separately managed accounts, collective investment trusts, and other affiliated products. The other affiliated products include: open-ended investment products offered to investors outside the U.S., products offered through variable annuity life insurance plans in the U.S., affiliated private investment funds, and collateralized loan obligations. We also provide certain investment advisory clients with related administrative services, including distribution, mutual fund transfer agent, accounting, and shareholder services; participant recordkeeping and transfer agent services for defined contribution retirement plans; brokerage; trust services; and non-discretionary advisory services through model delivery. Additionally, we derive revenue from our interests in general partners of certain affiliated private investment funds that are entitled to a disproportionate allocation of income through capital allocation-based arrangements also known as carried interest.

We manage a broad range of U.S., international and global stock, bond, money market mutual funds, collective investment trusts and other investment products as well as affiliated private investment funds or private accounts, and collateralized loan obligations, which meet the varied needs and objectives of individual and institutional investors. Investment advisory revenues depend largely on the total value and composition of assets under our management. Accordingly, fluctuations in financial markets and in the composition of assets under management affect our revenues and results of operations.

We incur significant expenditures to develop new products and services and improve and expand our capabilities and distribution channels in order to attract new investment advisory clients and additional investments from our existing clients. These efforts often involve costs that precede any future revenues that we may recognize from an increase to our assets under management.

The general trend to passive investing has been persistent and accelerated in recent years, which has negatively impacted our new client inflows. However, over the long term we expect well-executed active management to play an important role for investors. In this regard, we have ample liquidity and resources that allow us to take advantage of attractive growth opportunities. We are investing in key capabilities, including investment professionals, distribution professionals, technologies, and new product offerings in order to provide our clients with strong investment management expertise and service.

On December 29, 2021, we completed our acquisition of Oak Hill Advisors, L.P., a leading alternative credit manager, and other entities that had common ownership (collectively, “OHA”). We acquired 100% of the equity interests of Oak Hill Advisors, L.P., 100% of the equity interests in entities that make co-investments in certain affiliated private investment funds (the "co-investment entities") and a majority of the equity interests in entities that have interests in general partners of affiliated private investment funds and are entitled to a disproportionate allocation of income (the "carried interest entities"). As of September 30, 2022, OHA had $56 billion of capital under management (which includes net asset value, portfolio value and/or unfunded capital).

MARKET TRENDS.

Major U.S. stock indexes declined in the third quarter of 2022. Shares advanced through mid-August, helped by second-quarter corporate earnings reports that were better than expected. Investors were also hopeful that the Federal Reserve, which raised short-term interest rates in late July, would slow the pace of its rate increases in response to tentative signs that inflation was retreating from recent peaks. However, equities plunged and U.S. Treasury yields rose in the second half of the third quarter of 2022, as comments from Federal Reserve officials indicated that they would be willing to risk causing a recession by raising rates and keeping them at a higher level in order to bring inflation down. Toward the end of September 2022, investor sentiment deteriorated further as the Federal Reserve raised rates again, Treasury yields reached multi-year highs, and UK government bond yields surged in reaction to the UK government’s plan to cut taxes, increase energy subsidies, and boost borrowing.

Stocks in developed non-U.S. markets underperformed U.S. shares, as a stronger U.S. dollar reduced overseas returns to U.S. investors. Developed markets in Asia were broadly negative. Shares in Singapore fell only about 1.5%, while Hong Kong stocks plunged about 17%. In Europe, UK shares dropped almost 11% in dollar terms. Two of the worst-performing European markets were Austria and Norway, where stocks fell about 15%.

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Stocks in emerging markets generally performed worse than their counterparts in developed markets. In Asia, Chinese stocks plunged amid concerns about slower growth in the world’s second-largest economy. In emerging Europe, most major markets declined, but Turkish stocks surged 16% in dollar terms as the central bank reduced interest rates twice despite year-over-year inflation of about 80%. Markets in Latin America were mixed. Mexican stocks slipped 5%, while Brazilian stocks advanced more than 8%.

Returns of several major equity market indexes were as follows:

Three months endedNine months ended
Index9/30/20229/30/2022
S&P 500 Index(4.9)%(23.9)%
NASDAQ Composite Index(1)(4.1)%(32.4)%
Russell 2000 Index(2.2)%(25.1)%
MSCI EAFE (Europe, Australasia, and Far East) Index(9.3)%(26.8)%
MSCI Emerging Markets Index(11.4)%(26.9)%

(1) Returns exclude dividends

Global bond prices declined in the third quarter of 2022, as bond yields rose and central banks increased short-term interest rates in many countries due to elevated inflation. In the U.S., Treasury yields reached levels unseen since 2007-2008 and the Federal Reserve increased official short-term interest rates twice. The fed funds target rate range at the end of September was 3.00% to 3.25%. The 10-year U.S. Treasury note yield increased from 2.98% to 3.83% during the quarter.

In the investment-grade universe, corporate and mortgage-backed securities were among the worst-performing issues. Treasury and commercial mortgage-backed securities also declined considerably. Asset-backed securities lost value but held up better than other investment-grade segments. Tax-free municipal bonds declined but outperformed the taxable bond market. High yield bonds, which have less sensitivity to rising interest rates than higher-quality issues, held up well.

Bonds in developed non-U.S. markets fell sharply; losses to U.S. investors were exacerbated by a stronger dollar. The euro fell more than 6%, even though the European Central Bank raised short-term interest rates in July and September. The British pound plunged 8%, and UK government bond yields surged in September, resulting in the Bank of England purchasing long-term UK government debt in an effort to stabilize the market. The Japanese yen slumped more than 6%—to levels not seen in more than two decades—which prompted the Bank of Japan to intervene in the currency market in late September in an attempt to support the yen.

Emerging markets bonds declined as central banks in many developing countries raised interest rates to fight inflation and defend their weakening currencies. Local currency bonds fared slightly worse than dollar-denominated debt, as most emerging markets currencies depreciated versus the dollar.

Returns for several major bond market indexes were as follows:

Three months endedNine months ended
Index9/30/20229/30/2022
Bloomberg U.S. Aggregate Bond Index(4.8)%(14.6)%
JPMorgan Global High Yield Index(.6)%(13.9)%
Bloomberg Municipal Bond Index(3.5)%(12.1)%
Bloomberg Global Aggregate Ex-U.S. Dollar Bond Index(8.9)%(23.9)%
JPMorgan Emerging Markets Bond Index Plus(5.5)%(30.7)%
Bank of America U.S. High Yield Index(1.6)%(13.8)%
JPMorgan Leveraged Loan Index1.9%(2.0)%

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ASSETS UNDER MANAGEMENT.****(1)

Assets under management ended the third quarter of 2022 at $1,230.0 billion, a decrease of $79.7 billion from June 30, 2022 and $457.8 billion from the end of 2021. The decrease in assets under management during the third quarter of 2022 was driven by market depreciation, including net distributions not reinvested, of $55.1 billion and net cash outflows of $24.6 billion. Clients transferred $3.3 billion in net assets from the U.S. mutual funds primarily to collective investment trusts and other investment products, of which $2.2 billion transferred into the retirement date trusts.

For the nine months ended September 30, 2022, the decrease in assets under management was driven by market depreciation, including net distributions not reinvested, of $413.2 billion and net cash outflows of $44.6 billion. Clients transferred $10.3 billion in net assets from the U.S. mutual funds primarily to collective investment trusts and other investment products, of which $7.1 billion transferred into the retirement date trusts.

The following tables detail changes in our assets under management, by vehicle and asset class, during the three- and nine-month periods ended September 30, 2022:

Three months ended 9/30/2022Nine months ended 9/30/2022
(in billions)U.S. mutual fundsSubadvised funds and separate accountsCollective investment trusts and other investment productsTotalU.S. mutual fundsSubadvised funds and separate accountsCollective investment trusts and other investment productsTotal
Assets under management at beginning of period$657.1$332.8$319.8$1,309.7$871.4$437.1$379.3$1,687.8
Net cash flows before client transfers(11.2)(14.4)1.0(24.6)(28.7)(22.5)6.6(44.6)
Client transfers(3.3).52.8—(10.3)1.58.8—
Net cash flows after client transfers(14.5)(13.9)3.8(24.6)(39.0)(21.0)15.4(44.6)
Net market depreciation and losses(27.9)(12.4)(14.6)(54.9)(217.1)(109.6)(85.7)(412.4)
Net distributions not reinvested(.2)——(.2)(.8)——(.8)
Change during the period(42.6)(26.3)(10.8)(79.7)(256.9)(130.6)(70.3)(457.8)
Assets under management at September 30, 2022$614.5$306.5$309.0$1,230.0$614.5$306.5$309.0$1,230.0
Three months ended 9/30/2022Nine months ended 9/30/2022
(in billions)EquityFixed income, including money marketMulti-asset**(2)**Alternatives**(3)**TotalEquityFixed income, including money marketMulti-asset**(2)**Alternatives**(3)**Total
Assets under management at beginning of period$699.6$171.1$395.9$43.1$1,309.7$992.7$175.7$477.7$41.7$1,687.8
Net cash flows(22.8)(2.4).8(.2)(24.6)(58.4)6.15.42.3(44.6)
Net market depreciation and losses(4)(29.0)(3.3)(22.6)(.2)(55.1)(286.5)(16.4)(109.0)(1.3)(413.2)
Change during the period(51.8)(5.7)(21.8)(.4)(79.7)(344.9)(10.3)(103.6)1.0(457.8)
Assets under management at September 30, 2022$647.8$165.4$374.1$42.7$1,230.0$647.8$165.4$374.1$42.7$1,230.0

(1) Includes fee basis assets under management.

(2) The underlying assets under management of the multi-asset portfolios have been aggregated and presented in this category and not reported in the equity and fixed income columns.

(3) The alternatives asset class includes strategies authorized to invest more than 50% of its holdings in private credit, leveraged loans, mezzanine, real assets/CRE, structured products, stressed / distressed, non-investment grade CLOs, special situations, or have absolute return as its investment objective. Generally, only those strategies with longer than daily liquidity are included.

(4) Includes distributions reinvested and not reinvested.

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Investment advisory clients outside the United States account for 9.0% of our assets under management at September 30, 2022, 9.4% at June 30, 2022, and 9.9% at December 31, 2021.

Our target date retirement products, which are included in the multi-asset totals shown above, continue to be a significant part of our assets under management. Assets under management in these portfolios, as well as net cash inflows (outflows), by vehicle, were as follows:

Net cash inflows (outflows)
Assets under managementThree months endedNine months ended
(in billions)9/30/20226/30/202212/31/20219/30/20229/30/20219/30/20229/30/2021
U.S. mutual funds$140.6$150.6$187.1$(1.5)$(.7)$(4.8)$(9.4)
Collective investment trusts161.0166.0191.15.01.416.121.7
Subadvised and separately managed accounts9.910.512.9———.4
$311.5$327.1$391.1$3.5$.7$11.3$12.7

We also provide strategic investment advice solutions for certain portfolios. These advice solutions, which the vast majority is overseen by our multi-asset division, may include strategic asset allocation, and in certain portfolios, asset selection and/or tactical asset allocation overlays. We also offer advice solutions through retail separately managed accounts and separately managed accounts model delivery. As of September 30, 2022, total assets in these solutions were $383 billion, of which $376 billion are included in our reported assets under management in the tables above.

We provide participant accounting and plan administration for defined contribution retirement plans that invest in the firm's U.S. mutual funds, collective investment trusts and funds outside of the firm's complex. As of September 30, 2022, our assets under administration were $206 billion, of which nearly $125 billion are assets we manage.

INVESTMENT PERFORMANCE.****(1)

Strong investment performance and brand awareness is a key driver to attracting and retaining assets—and to our long-term success. Our performance disclosures include specific asset classes, assets under management weighted performance, mutual fund performance against passive peers and composite performance against benchmarks. The following tables present investment performance for the one-, three-, five-, and 10-years ended September 30, 2022. Past performance is no guarantee of future results.

% of U.S. mutual funds that outperformed Morningstar median**(2),(3)**
1 year3 years5 years10 years
Equity51%57%60%78%
Fixed Income51%59%60%65%
Multi-Asset18%75%83%90%
All Funds39%63%66%76%
% of U.S. mutual funds that outperformed passive peer median**(2),(4)**
1 year3 years5 years10 years
Equity56%52%50%72%
Fixed Income41%53%48%50%
Multi-Asset24%84%81%92%
All Funds40%62%59%69%
% of composites that outperformed benchmarks**(5)**
1 year3 years5 years10 years
Equity36%55%57%77%
Fixed Income21%52%58%79%
All Composites30%54%57%78%

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AUM Weighted Performance
% of U.S. mutual funds AUM that outperformed Morningstar median**(2),(3)**
1 year3 years5 years10 years
Equity47%54%59%84%
Fixed Income63%74%69%81%
Multi-Asset3%89%93%97%
All Funds36%65%69%88%
% of U.S. mutual funds AUM that outperformed passive peer median**(2),(4)**
1 year3 years5 years10 years
Equity53%49%54%67%
Fixed Income47%64%51%64%
Multi-Asset5%97%96%97%
All Funds39%63%65%74%
% of composites AUM that outperformed benchmarks**(5)**
1 year3 years5 years10 years
Equity36%44%42%70%
Fixed Income14%42%40%74%
All Composites32%44%41%71%

As of September 30, 2022, 73 of 124 (58.9%) of the firm's rated U.S. mutual funds (across primary share classes) received an overall rating of 4 or 5 stars. By comparison, 32.5% of Morningstar's fund population is given a rating of 4 or 5 stars(5). In addition, 72%(5) of AUM in the firm's rated U.S. mutual funds (across primary share classes) ended September 30, 2022 with an overall rating of 4 or 5 stars.

(1) The investment performance reflects that of T. Rowe Price sponsored mutual funds and composites AUM and not of OHA’s products.

(2) Source: © 2022 Morningstar, Inc. All rights reserved. The information contained herein: 1) is proprietary to Morningstar and/or its content providers; 2) may not be copied or distributed; and 3) is not warranted to be accurate, complete, or timely. Neither Morningstar nor its content providers are responsible for any damages or losses arising from any use of this information.

(3) Source: Morningstar. Primary share class only. Excludes money market mutual funds, funds with an operating history of less than one year, T. Rowe Price passive funds, and T. Rowe Price funds that are clones of other funds. The top chart reflects the percentage of T. Rowe Price funds with 1 year, 3 year, 5 year, and 10 year track record that are outperforming the Morningstar category median. The bottom chart reflects the percentage of T. Rowe Price funds AUM that has outperformed for the time periods indicated. Total AUM included for this analysis includes $297B for 1 year, $297B for 3 years, $297B for 5 years, and $291B for 10 years.

(4) Passive Peer Median was created by T. Rowe Price using data from Morningstar. Primary share class only. Excludes money market mutual funds, funds with an operating history of less than one year, funds with fewer than three peers, T. Rowe Price passive funds, and T. Rowe Price funds that are clones of other funds. This analysis compares T. Rowe Price active funds to the applicable universe of passive/index open-end funds and ETFs of peer firms. The top chart reflects the percentage of T. Rowe Price funds with 1 year, 3 year, 5 year, and 10 year track record that are outperforming the passive peer universe. The bottom chart reflects the percentage of T. Rowe Price funds AUM that has outperformed for the time periods indicated. Total AUM included for this analysis includes $281B for 1 year, $279B for 3 years, $278B for 5 years, and $261B for 10 years.

*(5)*Composite net returns are calculated using the highest applicable separate account fee schedule. Excludes money market composites. All composites compared to official GIPS composite primary benchmark. The top chart reflects the percentage of T. Rowe Price composites with 1 year, 3 year, 5 year, and 10 year track record that are outperforming their benchmarks. The bottom chart reflects the percentage of T. Rowe Price composite AUM that has outperformed for the time periods indicated. Total AUM included for this analysis includes $1,081B for 1 year, $1,077B for 3 years, $1,065B for 5 years, and $1,033B for 10 years.

(6) The Morningstar Rating™ for funds is calculated for funds with at least a three-year history. Exchange-traded funds and open-ended mutual funds are considered a single population for comparative purposes. It is calculated based on a Morningstar Risk-Adjusted Return measure that accounts for variation in a managed product's monthly excess performance, placing more emphasis on downward variations and rewarding consistent performance. Morningstar gives its best ratings of 5 or 4 stars to the top 32.5% of all funds (of the 32.5%,10% get 5 stars and 22.5% get 4 stars). The Overall Morningstar Rating™ is derived from a weighted average of the performance figures associated with a fund’s 3, 5, and 10 year (if applicable) Morningstar Rating™ metrics.

RESULTS OF OPERATIONS.

The following table and discussion sets forth information regarding our consolidated financial results for the three and nine months ended September 30, 2022 and 2021 on a U.S. GAAP basis as well as a non-GAAP basis. The 2022 periods reflect the operating results of OHA, which was acquired at the end of 2021. The non-GAAP basis adjusts for the impact of our consolidated T. Rowe Price investment products, the impact of market movements on the supplemental savings plan liability and related economic hedges, investment income related to certain other investments, acquisition-related amortization and costs, and certain nonrecurring charges and gains.

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Three months endedQ3 2022 vs. Q3 2021Nine months endedYTD 2022 vs. YTD 2021
(in millions, except per-share data)9/30/20229/30/2021$ change% change9/30/20229/30/2021$ change% change
U.S. GAAP basis
Investment advisory fees$1,442.0$1,813.4$(371.4)(20.5)%$4,600.8$5,288.4$(687.6)(13.0)%
Capital allocation-based income(1)$1.1$—$1.1n/m$(80.8)$—$(80.8)n/m
Net revenues$1,588.2$1,954.1$(365.9)(18.7)%$4,964.2$5,710.2$(746.0)(13.1)%
Operating expenses$1,013.6$957.9$55.75.8%$2,843.6$2,862.7$(19.1)(0.7)%
Net operating income$574.6$996.2$(421.6)(42.3)%$2,120.6$2,847.5$(726.9)(25.5)%
Non-operating income (loss)(1)$(82.8)$(11.5)$(71.3)n/m$(561.2)$234.5$(795.7)n/m
Net income attributable to T. Rowe Price$384.4$777.2$(392.8)(50.5)%$1,291.9$2,342.3$(1,050.4)(44.8)%
Diluted earnings per common share$1.66$3.31$(1.65)(49.8)%$5.54$9.94$(4.40)(44.3)%
Weighted average common shares outstanding assuming dilution226.3229.1$(2.8)(1.2)%228.0229.4$(1.4)(.6)%
Adjusted non-GAAP basis**(2)**
Operating expenses$1,028.2$957.2$71.07.4%$3,014.6$2,798.2$216.47.7%
Net operating income$573.7$998.7$(425.0)(42.6)%$1,991.4$2,916.2$(924.8)(31.7)%
Non-operating income (loss)(1)$(3.7)$(3.0)$(.7)n/m$(58.1)$28.5$(86.6)n/m
Net income attributable to T. Rowe Price$430.6$767.6$(337.0)(43.9)%$1,465.2$2,258.6$(793.4)(35.1)%
Diluted earnings per common share$1.86$3.27$(1.41)(43.1)%$6.28$9.59$(3.31)(34.5)%
Assets under management (in billions)
Average assets under management$1,347.5$1,648.7$(301.2)(18.3)%$1,437.1$1,581.3$(144.2)(9.1)%
Ending assets under management$1,230.0$1,612.3$(382.3)(23.7)%$1,230.0$1,612.3$(382.3)(23.7)%

(1) The percentage change is not meaningful (n/m).

(2) See the reconciliation to the comparable U.S. GAAP measures at the end of the Results of Operations section of this Management’s Discussion and Analysis.

Results Overview - Quarter ended September 30, 2022

Net revenues consist of investment advisory revenues; administrative, distribution, and servicing fees; and capital allocation-based income. Total net revenues were $1,588.2 million in the third quarter of 2022 compared with $1,954.1 million in the third quarter of 2021.

Investment advisory fees are generally earned based on the value and composition of our assets under management, which change based on fluctuations in financial markets and net cash flows. As our average assets under management increase or decrease in a given period, the level of our investment advisory fee revenue for that same period generally fluctuates in a similar manner. Our annualized effective fee rates can be impacted by market or cash flow related shifts among asset and share classes, price changes in existing products, and asset level changes in products with tiered-fee structures.

Capital allocation income will fluctuate quarter-to-quarter to reflect the adjustment to accrued carried interest for the change in value of the affiliated funds assuming the funds’ underlying investments were realized as of September 30, 2022, regardless of whether the funds’ underlying investments have been realized.

Operating expenses on a U.S. GAAP basis were $1,013.6 million in the third quarter of 2022 compared with $957.9 million in the third quarter of 2021. On a non-GAAP basis, operating expenses were $1,028.2 million, a 7.4% increase over the comparable 2021 period. Our operating expenses in the third quarter of 2022 include OHA's operating expenses, including the accrued carried interest compensation associated with the capital allocation-based income. OHA's operating expenses primarily impact compensation expense; technology, occupancy, and facility costs; and general, administrative and other costs.

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In comparison to the third quarter of 2021, the increase in our non-GAAP operating expenses was primarily attributable to higher salaries and benefits, including higher non-cash stock-based compensation expense; the addition of OHA operating expenses; and higher costs related to the ongoing investment in our technology capabilities. These increases were partially offset by lower distribution and servicing costs due to lower average assets under management and a lower interim bonus accrual.

Operating margin in the third quarter of 2022 was 36.2%, compared to 51.0% earned in the 2021 quarter. The decrease in our operating margin for the third quarter of 2022 compared to the 2021 period was primarily driven by the decrease in investment advisory fee revenue and the increases in operating expenses, primarily due to the increase in the compensation expenses, in the third quarter of 2022. Further, the impacts of capital allocation-based income and related compensation are reflected in the operating margin for the third quarter of 2022.

Diluted earnings per share was $1.66 for the third quarter of 2022 as compared to $3.31 for the third quarter of 2021. The decrease was primarily driven by lower operating income and by higher net investment losses recognized in the third quarter of 2022 as compared to the third quarter of 2021, as market returns in the third quarter of 2022 were weaker than market returns in 2021.

On a non-GAAP basis, diluted earnings per share was $1.86 for the third quarter of 2022 as compared to $3.27 for the third quarter of 2021. Similar to our U.S. GAAP diluted earnings per share, the decrease is largely attributable to lower operating income compared to the 2021 period.

Results Overview - Year-to-Date ended September 30, 2022

Net revenues consist of investment advisory revenues; administrative, distribution, and servicing fees; and capital allocation-based income. Total net revenues were $4,964.2 million in the nine months ended September 30, 2022 compared with $5,710.2 million in the nine months ended September 30, 2021.

Operating expenses were $2,843.6 million in the nine months ended September 30, 2022 compared with $2,862.7 million in the 2021 period. On a non-GAAP basis, our operating expenses for the nine months ended September 30, 2022 increased 7.7% to $3,014.6 million compared to the 2021 period. Our operating expenses for the nine months ended September 30, 2022 include OHA's operating expenses, including the accrued carried interest compensation associated with the capital allocation-based income. OHA's operating expenses primarily impact compensation expense; technology, occupancy, and facility costs; and general, administrative and other costs.

The increase in our non-GAAP operating expenses for the nine months ended September 30, 2022 compared with the 2021 period was primarily due to higher salaries and benefits, including non-cash stock-based compensation; the addition of OHA operating expenses; and higher costs related to the ongoing investment in our technology capabilities. These increases were mostly offset by lower distribution and servicing costs due to lower average assets under management and a lower interim bonus accrual.

We continue to expect our forecasted 2022 non-GAAP operating expenses growth to be in the range of 4% to 7%. The range reflects lower market-related expenses and continued efforts to manage expense growth. The addition of OHA's operating expenses, since the acquisition at end of 2021, is driving nearly all of the 2022 forecasted expense growth. We could elect to further adjust our expense growth should unforeseen circumstances arise, including significant market movements.

Operating margin in the nine months ended September 30, 2022 was 42.7%, compared to 49.9% earned in the 2021 period. The decrease in our operating margin for the nine months ended September 30, 2022 compared to the 2021 period was primarily driven by a larger decrease in investment advisory fee revenue as compared to the decrease in operating expenses, primarily the decrease in the supplemental savings plan liability, for the nine months ended September 30, 2022. Further, the impacts of capital allocation-based income and carried interest-related compensation are reflected in the operating margin for the nine months ended September 30, 2022.

Diluted earnings per share was $5.54 for the nine months ended September 30, 2022 as compared to $9.94 for the nine months ended September 30, 2021. The 44.3% decrease was primarily driven by net investment losses recognized in the nine months ended September 30, 2022, as compared to net investment gains in the nine months ended September 30, 2021, as market returns in the third quarter of 2022 were weaker than the market returns in 2021, and by lower operating income.

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On a non-GAAP basis, diluted earnings per share was $6.28 for the nine months ended September 30, 2022 as compared to $9.59 for the 2021 period. The decrease in adjusted diluted earnings per share was primarily due to lower operating income compared to 2021 period and net investment losses on our cash investment strategy recognized in the nine months ended September 30, 2022 as compared to net investment gains in the nine months ended September 30, 2021. See our non-GAAP reconciliations later in this Management’s Discussion and Analysis section.

Net revenues

Three months endedQ3 2022 vs. Q3 2021Nine months endedYTD 2022 vs. YTD 2021
(in millions)9/30/20229/30/2021$ change% change9/30/20229/30/2021$ change% change
Investment advisory fees
U.S. mutual funds$841.7$1,125.5$(283.8)(25.2)%$2,694.4$3,273.2$(578.8)(17.7)%
Subadvised funds, separate accounts, collective investment trusts, and other investment products600.3687.9(87.6)(12.7)%1,906.42,015.2(108.8)(5.4)%
1,442.01,813.4(371.4)(20.5)%4,600.85,288.4(687.6)(13.0)%
Administrative, distribution, and servicing fees
Administrative fees123.1109.813.312.1%372.7331.840.912.3%
Distribution and servicing fees22.030.9(8.9)(28.8)%71.590.0(18.5)(20.6)%
145.1140.74.43.1%444.2421.822.45.3%
Capital allocation-based income**(1)**1.1—1.1n/m(80.8)—(80.8)n/m
Net revenues$1,588.2$1,954.1$(365.9)(18.7)%$4,964.2$5,710.2$(746.0)(13.1)%

(1) The percentage change for capital allocation-based income is not meaningful (n/m)**.

Investment advisory fees

Investment advisory revenues earned in the third quarter of 2022 decreased over the comparable 2021 quarter as average assets under management decreased $301.2 billion, or 18.3%, to $1,347.5 billion. For the nine months ended September 30, 2022, investment advisory revenues decreased over the comparable 2021 period as average assets under management decreased $144.2 billion, or 9.1%, to $1,437.1 billion.

In the third quarter of 2022, we did not voluntarily waive money market investment advisory fees. For the nine months ended September 30, 2022, we voluntarily waived $9.3 million, or less than 1%, of our investment advisory fees. At September 30, 2022, combined net assets of the investment portfolios in which we waived fees for the nine months ended September 30, 2022 were $23.9 billion. For the nine months ended September 30, 2021, we waived money market investment advisory fees of $43.0 million.

The total average annualized effective fee rate earned during the third quarter of 2022 was 42.5 basis points, compared with 43.6 basis points earned during the third quarter of 2021 and 42.7 basis points earned during the second quarter of 2022. The total average annualized effective fee rate earned during the nine months ended September 30, 2022 was 42.8 basis points, compared with 44.7 basis points during the nine months ended September 30, 2021. The total average annualized effective fee rate has declined in comparison to the second quarter of 2022 and the third quarter and year-to-date periods of 2021 due to a mix shift toward lower fee asset classes and vehicles as a result of market declines and net flows, partially offset slightly by a reduction in money market fee waivers. Further, in comparison to third quarter and year-to-date period of 2021, the annualized effective fee rate was also impacted by a higher-than-average effective fee rate earned on the firm's alternative asset class.

U.S. mutual funds

Investment advisory revenues earned in the third quarter of 2022 from our U.S. mutual funds were $841.7 million, a decrease of 25.2% from the comparable 2021 quarter. Average assets under management in these funds for the third quarter of 2022 decreased 23.1% from the 2021 quarter to $677.6 billion. The annualized effective fee rate of 49.3 basis points for the third quarter of 2022 decreased from 50.7 basis points in the third quarter 2021 primarily due to a mix shift towards lower fee asset and share classes as a result of market declines and net flows, including client transfers to the firm’s collective investment trusts.

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For the nine months ended September 30, 2022, investment advisory revenues earned from the firm's U.S. mutual funds were $2,694.4 million, a decrease of 17.7% from the 2021 period. Average assets under management in these funds for the nine months ended September 30, 2022 decreased 14.1% from the 2021 period to $728.5 billion. The annualized effective fee rate of 49.4 basis points for the nine months ended September 30, 2022 decreased from 51.6 basis points in the nine months ended September 30, 2021, primarily due to the July 2021 fee reductions in our target-date products and a mix shift towards lower fee asset classes as a result of market declines and net flows, partially offset by a reduction in money market fee waivers.

Subadvised funds, separate accounts, collective investment trusts and other investment products (other portfolios)

Investment advisory revenues earned in the third quarter of 2022 from these other portfolios were $600.3 million, a decrease of 12.7% from the comparable 2021 quarter. Average assets under management for these products decreased 12.7% from the 2021 quarter to $669.9 billion. Investment advisory revenues and average assets under management in Q2 2022 reflect OHA's revenue and related average assets under management. The annualized effective fee rate of 35.6 basis points for the third quarter of 2022 increased from 35.5 basis points in the third quarter of 2021. The increase was primarily due to the higher-than-average fee rate earned on our alternative asset class, mostly offset by a mix shift towards lower fee asset classes as a result of market declines and net flows, including client transfers

For the nine months ended September 30, 2022, investment advisory revenues earned from subadvised and separate accounts, as well as collective investment trusts and other investment products, were $1,906.4 million, a decrease of 5.4% from the 2021 period. Average assets under management for these products decreased 3.4% from the 2021 period to $708.6 billion. The annualized effective fee rate of 36.0 basis points for the nine months ended September 30, 2022 decreased from 36.7 basis points for the nine months ended September 30, 2021. Our annualized effective fee rate for our other portfolios decreased primarily due to the July 2021 fee reductions in our target-date products and a mix shift towards lower fee asset classes and vehicles as a result of market declines and net flows. These fee pressures were partially offset by the higher-than-average fee rate earned on our alternative asset class.

Administrative, distribution, and servicing fees in the third quarter of 2022 were $145.1 million, an increase of $4.4 million, or 3.1%, from the comparable 2021 quarter. For the nine months ended September 30, 2022, these fees were $444.2 million, an increase of $22.4 million, or 5.3%, from the 2021 period. The increase in both periods was primarily due to higher transfer agent servicing activities provided to the T. Rowe Price mutual funds for retail shareholders and higher trustee services revenue. These increases were partially offset by lower 12b-1 revenue earned primarily on the Advisor and R share classes of the U.S. mutual funds as a result of lower assets under management in these share classes. The decrease in 12b-1 revenue is offset entirely by a decrease in the costs paid to third-party intermediaries that source these assets and are reported in distribution and servicing expense.

Capital allocation-based income in the third quarter of 2022 increased net revenues by $1.1 million. The third quarter of 2022 amount represents an increase of $14.3 million in accrued carried interest from investments in affiliated investment funds, substantially offset by $13.2 million in non-cash amortization associated with the difference in the closing date fair value and carrying value of investments acquired as part of the OHA acquisition.

For the nine months ended September 30, 2022, capital allocation-based income reduced net revenues by $80.8 million. The nine months ended September 30, 2022 amount represents reductions of $41.1 million in accrued carried interest from investments in affiliated investment funds and $39.7 million in non-cash amortization associated with the difference in the closing date fair value and carrying value of investments acquired as part of the OHA acquisition.

Our net revenues reflect the elimination of advisory and administrative fee revenue earned from our consolidated

T. Rowe Price investment products. The corresponding expenses recognized by these products, and consolidated in our financial statements, were also eliminated from operating expenses. For the third quarter, we eliminated net revenue of $.5 million in 2022 and $1.6 million in 2021. For the nine months ended September 30, we eliminated net revenue of $2.0 million in 2022 and $4.0 million in 2021.

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Operating expenses

Three months endedQ3 2022 vs. Q3 2021Nine months endedYTD 2022 vs. YTD 2021
(in millions)9/30/20229/30/2021$ change% change9/30/20229/30/2021$ change% change
Compensation and related costs, excluding acquisition-related retention agreements, capital allocation-based income compensation, and supplemental savings plan$595.6$564.9$30.75.4%$1,781.3$1,692.3$89.05.3%
Acquisition-related retention agreements17.1—17.1n/m54.3—54.3n/m
Capital allocation-based income compensation.1—.1n/m(33.3)—(33.3)n/m
Supplemental savings plan(1)(24.7)(.3)(24.4)n/m(169.2)59.6$(228.8)n/m
Total compensation and related costs588.1564.623.54.2%1,633.11,751.9(118.8)(6.8)%
Distribution and servicing69.996.0(26.1)(27.2)%231.5274.3(42.8)(15.6)%
Advertising and promotion24.322.12.210.0%69.161.47.712.5%
Product and recordkeeping related costs75.670.35.37.5%232.3154.677.750.3%
Technology, occupancy, and facility costs143.6123.120.516.7%411.8359.752.114.5%
General, administrative, and other112.181.830.337.0%265.8260.85.01.9%
Total operating expenses$1,013.6$957.9$55.75.8%$2,843.6$2,862.7$(19.1)(.7)%

(1) The impact of the market on the supplemental savings plan liability drives the expense recognized each period.

Compensation and related costs, excluding non-cash amortization of certain acquisition-related retention arrangements, capital allocation-based income compensation, and supplemental savings plan were $595.6 million in the third quarter of 2022, an increase of $30.7 million, or 5.4%, compared to the 2021 quarter. For the nine months ended September 30, 2022, these costs were $1,781.3 million, an increase of $89.0 million, or 5.3%, compared to the 2021 period. Both the third quarter and nine months ended September 30, 2022 periods include OHA’s compensation and related costs as well as carried interest-related compensation. The increase in both the third quarter and nine months ended September 30, 2022 periods were primarily due to an increase in base salaries in January and July 2022 and the related benefits, including non-cash stock-based compensation expense, partially offset by a lower interim bonus accrual. The firm employed 7,990 associates at September 30, 2022, an increase of 6.1% from the end of 2021.

Distribution and servicing costs were $69.9 million for the third quarter of 2022, a decrease of 27.2% from the $96.0 million recognized in the 2021 quarter. For the nine months ended September 30, 2022, these costs were $231.5 million, a decrease of 15.6% over the $274.3 million recognized in the comparable 2021 period. The decrease in both periods was primarily driven by lower average assets under management in certain share classes of the U.S. mutual funds that earn 12(b)-1 fees. Additionally, lower AUM in our international products, including our Japanese Investment Trusts (ITMs), and certain SICAV share classes contributed to lower distribution costs.

The costs in this expense category primarily include amounts paid to third-party intermediaries that source the assets of certain share classes of our U.S. mutual funds and our international products, such as our Japanese ITMs and SICAVs. These costs are offset entirely by the distribution revenue we earn and report in net revenues: 12b-1 revenue recognized in administrative, distribution, and servicing fees for the Advisor and R share classes of the U.S. mutual funds and investment advisory fee revenue for our international products.

Advertising and promotion costs were $24.3 million in the third quarter of 2022, an increase of $2.2 million, or 10.0%, compared to the $22.1 million recognized in the 2021 quarter. For the nine months ended September 30, 2022, these costs were $69.1 million, an increase of $7.7 million, or 12.5%, compared to the 2021 period. The increase in both periods was driven primarily by an increase in sponsorships and promotion-related costs. Increased agency costs also contributed to the higher advertising and promotion costs for the nine months ended September 30, 2022 as compared to the nine months ended September 30, 2021.

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Product and recordkeeping related costs were $75.6 million in the third quarter of 2022, an increase of $5.3 million, or 7.5%, compared to the $70.3 million in the 2021 quarter. For the nine months ended September 30, 2022, these costs were $232.3 million, an increase of $77.7 million, or 50.3%, compared to the 2021 period. Approximately 60% of the increase in the third quarter and more than 85% of the increase for the year-to-date 2022 period was driven by the recordkeeping costs incurred as part of our expanded relationship with Fidelity National Information Services, Inc. (“FIS”) that began in August 2021. The costs incurred from the FIS arrangement were partially offset by a reduction in compensation expenses as a result of the approximately 800 associates who transitioned to FIS in August 2021.

Technology, occupancy, and facility costs were $143.6 million in the third quarter of 2022, an increase of $20.5 million, or 16.7%, compared to the $123.1 million recognized in the 2021 quarter. For the nine months ended September 30, 2022, these costs were $411.8 million, an increase of $52.1 million, or 14.5%, compared to the 2021 period. The increase in both periods was primarily due to the ongoing investment in our technology capabilities, including hosted solution licenses, depreciation, and increased office facility costs, primarily due to higher rent expense and other facility-related costs.

General, administrative, and other expenses were $112.1 million in the third quarter of 2022, an increase of $30.3 million, or 37.0%, compared to the $81.8 million recognized in the 2021 quarter. The increase was primarily related to higher travel and information services expenses as well as certain nonrecurring costs incurred during the 2022 quarter. The 2022 quarter also includes a net favorable impact of $2.8 million as the $27.1 million in acquisition-related amortization was more than offset by the $29.9 million reduction in the fair value of the contingent consideration liability.

For the nine months ended September 30, 2022, these costs were $265.8 million, an increase of $5.0 million, or 1.9%, compared to the 2021 period. The 2022 period includes a net favorable impact of $44.3 million related to our acquisition of OHA as $81.4 million in acquisition-related amortization and other costs were more than offset by the $125.7 million favorable change in fair value of the contingent consideration liability. Partially offsetting this favorable impact were higher net business related expenses including higher travel and information services as well as certain nonrecurring costs incurred during 2022.

Non-operating income (loss)

Non-operating loss for the third quarter of 2022 was $82.8 million as compared to non-operating loss of $11.5 million in the 2021 quarter. For the nine months ended September 30, 2022, we recognized net non-operating losses of $561.2 million, compared with net non-operating income of $234.5 million in the comparable 2021 period. The following table details the components of non-operating income (loss) for both the third quarter and nine months ended September 30, 2022 and 2021.

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Three months endedNine months ended
(in millions)9/30/20229/30/20219/30/20229/30/2021
Net gains (losses) from non-consolidated T. Rowe Price investment products
Cash and discretionary investments
Dividend income$11.5$4.0$15.1$14.0
Market-related gains (losses) and equity in earnings (losses)(15.2)(7.0)(73.2)14.5
Total cash and discretionary investments(3.7)(3.0)(58.1)28.5
Seed capital investments
Dividend income.2—.6.1
Market-related gains (losses) and equity in earnings (losses)(14.1)(2.4)(77.5)27.0
Net gains recognized upon deconsolidation——6.82.6
Investments used to hedge the supplemental savings plan liability(26.3).1(178.0)59.3
Total net gains (losses) from non-consolidated T. Rowe Price investment products(43.9)(5.3)(306.2)117.5
Other investment income2.414.04.947.5
Net gains (losses) on investments(41.5)8.7(301.3)165.0
Net gains (losses) on consolidated sponsored investment portfolios(41.7)(17.1)(247.7)75.7
Other income (loss), including foreign currency gains and losses.4(3.1)(12.2)(6.2)
Non-operating income (loss)$(82.8)$(11.5)$(561.2)$234.5

Our investment portfolio valuations at the end of the third quarter 2022 were negatively impacted by market declines caused by the continued elevated inflation and more aggressive pace of the Federal Reserve interest rate increases.

The table above includes the net investment income of the underlying portfolios included in the consolidated

T. Rowe Price investment products and not just the net investment income related to our ownership interest in the products. The table below shows the impact that the consolidated T. Rowe Price investment products had on the individual lines of our unaudited condensed consolidated statements of income and the portion attributable to our interest:

Three months endedNine months ended
(in millions)9/30/20229/30/20219/30/20229/30/2021
Operating expenses reflected in net operating income$(1.8)$(2.8)$(6.2)$(9.1)
Net investment income (loss) reflected in non-operating income(41.8)(17.1)(247.8)75.6
Impact on income before taxes$(43.6)$(19.9)$(254.0)$66.5
Net income (loss) attributable to our interest in the consolidated T. Rowe Price investment products$(17.0)$(.1)$(122.1)$43.9
Net income (loss) attributable to redeemable non-controlling interests (unrelated third-party investors)(26.6)(19.8)(131.9)22.6
$(43.6)$(19.9)$(254.0)$66.5

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Provision for income taxes

The following table reconciles the statutory federal income tax rate to our effective tax rate on a U.S. GAAP basis for both the three- and nine-months ended September 30, 2022 and 2021:

Three months endedNine months ended
9/30/20229/30/20219/30/20229/30/2021
Statutory U.S. federal income tax rate21.0%21.0%21.0%21.0%
State income taxes for current year, net of federal income tax benefits(1)3.43.83.53.8
Net (income) losses attributable to redeemable non-controlling interests2.5.11.6(.2)
Net excess tax benefits from stock-based compensation plans activity(.5)(1.6)(.5)(1.1)
Other items.8(.2)—(.2)
Effective income tax rate27.2%23.1%25.6%23.3%

(1) State income tax benefits are reflected in the total benefits for net income attributable to redeemable non-controlling interests and stock-based compensation plans activity.

Our U.S. GAAP effective tax rate for the third quarter of 2022 was 27.2%, compared with 23.1% in the 2021 quarter. For the nine months ended September 30, 2022, our U.S. GAAP effective tax rate was 25.6%, compared with 23.3% in the 2021 period. The increase in the U.S. GAAP effective tax rate in 2022 from 2021 was primarily due to net losses attributable to redeemable non-controlling interests held in our consolidated investment products and lower discrete tax benefits associated with the settlement of stock-based awards. These increases were partially offset by the favorable impacts of the reduction in the effective state tax rate due to the full phase-in of the 2018 Maryland state tax legislation and the remeasurement of the contingent consideration liability.

The non-GAAP tax rate primarily adjusts for the impact of the consolidated investment products, including the net income attributable to the redeemable non-controlling interests. Our non-GAAP effective tax rate was 24.4% in the third quarter of 2022 compared with 23.1% in third quarter of 2021 and 24.2% for the nine months ended September 30, 2022 compared to 23.4% in the 2021 period. The increase in the non-GAAP effective tax rates for both the third quarter of 2022 and the nine months ended September 30, 2022 were primarily attributable to lower discrete tax benefits associated with the settlement of stock-based awards compared to the same periods of 2021. The non-GAAP effective tax rates for the 2022 quarter and year-to-date periods continue to be favorably impacted by the complete phase-in benefit of the 2018 Maryland state tax legislation.

Our effective tax rate will continue to experience volatility in future periods as the tax benefits recognized from stock-based compensation are impacted by market fluctuations in our stock price and timing of option exercises as well as the remeasurement of the contingent consideration liability. Our U.S. GAAP rate will also be impacted by changes in the proportion of net income that is attributable to our redeemable non-controlling interests and non-controlling interests reflected in permanent equity.

We currently estimate that our effective tax rate for the full year 2022, on a U.S. GAAP basis, will be in the range of 24% to 27%. On a non-GAAP basis, the range is 24% to 26%.

NON-GAAP INFORMATION AND RECONCILIATION.

We believe the non-GAAP financial measures below provide relevant and meaningful information to investors about our core operating results. These measures have been established in order to increase transparency for the purpose of evaluating our core business, for comparing current results with prior period results, and to enable more appropriate comparison with industry peers. However, non-GAAP financial measures should not be considered a substitute for financial measures calculated in accordance with U.S. GAAP and may be calculated differently by other companies.

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The following schedules reconcile certain U.S. GAAP financial measures for the three months ended

September 30, 2022 and 2021.

Three months ended 9/30/2022
Operating expensesNet operating incomeNon-operating income (loss)Provision (benefit) for income taxes**(6)**Net income attributable to T. Rowe PriceDiluted earnings per share**(7)**
U.S. GAAP Basis (FS line item)$1,013.6$574.6$(82.8)$134.0$384.4$1.66
Non-GAAP adjustments:
Acquisition-related non-GAAP adjustments:
Investment and NCI amortization(1) (Net Revenues and Compensation and related costs)5.67.6—1.46.2.03
Acquisition-related retention arrangements(1) (Compensation and related costs)(17.1)17.1—3.014.1.06
Contingent consideration(1) (General, admin and other)29.9(29.9)—(3.8)(26.1)(.11)
Intangible assets amortization(1) (General, admin and other)(27.1)27.1—5.122.0.09
Transaction costs(2) (General, admin and other)(.1).1——.1—
Total acquisition-related non-GAAP adjustments(8.8)22.0—5.716.3.07
Supplemental savings plan liability(3) (Compensation and related costs)24.7(24.7)26.3.11.5.01
Consolidated T. Rowe Price investment products(4)(1.3)1.841.7(.3)17.2.07
Other non-operating income(5)——11.1(.1)11.2.05
Adjusted Non-GAAP Basis$1,028.2$573.7$(3.7)$139.4$430.6$1.86
Three months ended 9/30/2021
Operating expensesNet operating incomeNon-operating income (loss)Provision (benefit) for income taxes**(6)**Net income attributable to T. Rowe PriceDiluted earnings per share**(7)**
U.S. GAAP Basis (FS line item)$957.9$996.2$(11.5)$227.3$777.2$3.31
Non-GAAP adjustments:
Supplemental savings plan liability(3) (Compensation and related costs).3(.3)(.1)—(.5)—
Consolidated T. Rowe Price investment products(4)(1.0)2.817.1—.1—
Other non-operating income(5)——(8.5).8(9.2)(.04)
Adjusted Non-GAAP Basis$957.2$998.7$(3.0)$228.1$767.6$3.27

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The following schedules reconcile certain U.S. GAAP financial measures for the nine months ended September 30, 2022 and 2021.

Nine months ended 9/30/2022
Operating expensesNet operating incomeNon-operating income (loss)Provision (benefit) for income taxes**(6)**Net income attributable to T. Rowe PriceDiluted earnings per share**(7)**
U.S. GAAP Basis$2,843.6$2,120.6$(561.2)$399.4$1,291.9$5.54
Non-GAAP adjustments:
Acquisition-related non-GAAP adjustments:
Investment and NCI amortization(1) (Net Revenues and Compensation and related costs)16.922.8—6.516.3.07
Acquisition-related retention arrangements(1) (Compensation and related costs)(54.3)54.3—15.438.9.17
Contingent consideration(1) (General, admin and other)125.7(125.7)—(35.7)(90.0)(.40)
Intangible assets amortization(1) (General, admin and other)(81.4)81.4—23.158.3.25
Transaction costs(2) (General, admin and other)(.9).9—.2.7—
Total acquisition-related non-GAAP adjustments6.033.7—9.524.2.09
Supplemental savings plan liability(3) (Compensation and related costs)169.2(169.2)178.02.56.3.03
Consolidated T. Rowe Price investment products(4)(4.2)6.3247.734.787.4.38
Other non-operating income(5)——77.422.055.4.24
Adjusted Non-GAAP Basis$3,014.6$1,991.4$(58.1)$468.1$1,465.2$6.28
Nine months ended 9/30/2021
Operating expensesNet operating incomeNon-operating income (loss)Provision (benefit) for income taxes**(6)**Net income attributable to T. Rowe PriceDiluted earnings per share**(7)**
U.S. GAAP Basis$2,862.7$2,847.5$234.5$717.1$2,342.3$9.94
Non-GAAP adjustments:
Supplemental savings plan liability(3) (Compensation and related costs)(59.6)59.6(59.3).3——
Consolidated T. Rowe Price investment products(4)(4.9)9.1(75.7)(13.5)(30.5)(.13)
Other non-operating income(5)——(71.0)(17.8)(53.2)(.22)
Adjusted Non-GAAP Basis$2,798.2$2,916.2$28.5$686.1$2,258.6$9.59

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(1) These non-GAAP adjustments remove the impact of acquisition-related amortization and costs including amortization of intangible assets, the recurring fair value remeasurements of the contingent consideration liability, amortization of acquired investment and non-controlling interest basis differences and amortization of compensation-related arrangements. Management believes adjusting for these charges helps the reader's ability to understand our core operating results and to increase comparability period to period.

(2) This non-GAAP adjustment removes the transactions costs incurred related to the acquisition of OHA. Management believes adjusting for these charges helps the reader's ability to understand our core operating results and to increase comparability period to period.

(3) This non-GAAP adjustment removes the compensation expense impact from market valuation changes in the supplemental savings plan liability and the related net gains (losses) on investments designated as an economic hedge against the related liability. Amounts deferred under the supplemental savings plan are adjusted for appreciation (depreciation) of hypothetical investments chosen by participants. We use T. Rowe Price investment products to economically hedge the exposure to these market movements. Management believes it is useful to offset the non-operating investment income (loss) realized on the economic hedges against the related compensation expense and remove the net impact to help the reader's ability to understand our core operating results and to increase comparability period to period.

(4) These non-GAAP adjustments remove the impact that the consolidated T. Rowe Price investment products have on our U.S. GAAP consolidated statements of income. Specifically, we add back the operating expenses and subtracts the investment income of the consolidated T. Rowe Price investment products. The adjustment to operating expenses represents the operating expenses of the consolidated products, net of the elimination of related management and administrative fees. The adjustment to net income attributable to T. Rowe Price represents the net income of the consolidated products, net of redeemable non-controlling interests. Management believes the consolidated T. Rowe Price investment products may impact the reader’s ability to understand our core operating results.

(5) This non-GAAP adjustment represents the other non-operating income (loss) and the net gains (losses) earned on our non-consolidated investment portfolio that are not designated as economic hedges of the supplemental savings plan liability, and that are not part of the cash and discretionary investment portfolio. Management retains the investment gains recognized on the non-consolidated cash and discretionary investments as these assets and related income (loss) are considered part of our core operations. Management believes adjusting for these non-operating income (loss) items helps the reader’s ability to understand our core operating results and increases comparability to prior years. Additionally, management does not emphasize the impact of the portion of non-operating income (loss) removed when managing and evaluating our performance.

(6) The income tax impacts were calculated in order to achieve an overall year-to-date non-GAAP effective tax rate of 24.2% for 2022 and 23.4% for 2021. As such, the non-GAAP effective tax rate for three months ended September 30, 2022 and 2021 was 24.4% and 23.1%, respectively. We estimate that our effective tax rate for the full-year 2022 on a non-GAAP basis will be in the range of 24% to 26%.

(7) This non-GAAP measure was calculated by applying the two-class method to adjusted net income attributable to T. Rowe Price divided by the weighted-average common shares outstanding assuming dilution. The calculation of adjusted net income allocated to common stockholders is as follows:

Three months endedNine months ended
9/30/20229/30/20219/30/20229/30/2021
Adjusted net income attributable to T. Rowe Price$430.6$767.6$1,465.2$2,258.6
Less: adjusted net income allocated to outstanding restricted stock and stock unit holders10.719.434.159.5
Adjusted net income allocated to common stockholders$419.9$748.2$1,431.1$2,199.1

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CAPITAL RESOURCES AND LIQUIDITY.

Sources of Liquidity

We have ample liquidity, including cash and investments in T. Rowe Price products, as follows:

(in millions)9/30/202212/31/2021
Cash and cash equivalents$2,366.3$1,523.1
Discretionary investments446.9554.1
Total cash and discretionary investments2,813.22,077.2
Redeemable seed capital investments975.01,300.1
Investments used to hedge the supplemental savings plan liability669.5881.5
Total cash and investments in T. Rowe Price products$4,457.7$4,258.8

Our discretionary investment portfolio is comprised of short duration bond funds, which typically yield higher than money market rates, and asset allocation products. Cash and discretionary investments experienced market losses of $3.7 million and $58.1 million in the three- and nine-months ended September 30, 2022 compared to market losses of $3.0 million and $28.5 million of market gains in the three- and nine-months ended September 30, 2021. Our subsidiaries outside the United States held cash and discretionary investments of $915.5 million at September 30, 2022 and $764.2 million at December 31, 2021. Given the availability of our financial resources and cash expected to be generated through future operations, we do not maintain an available external source of additional liquidity.

Our seed capital investments are redeemable, although we generally expect to be invested for several years for the products to build an investment performance history and until unrelated third-party investors substantially reduce our relative ownership percentage.

The cash and investment presentation on the unaudited condensed consolidated balance sheet is based on the accounting treatment for the cash equivalent or investment item. The following table details how T. Rowe Price’s interests in cash and investments relate to where they are presented on the unaudited condensed consolidated balance sheet as of September 30, 2022.

(in millions)Cash and cash equivalentsInvestmentsNet assets of consolidated T. Rowe Price investment products**(1)**9/30/2022
Cash and discretionary investments$2,366.3$433.9$13.0$2,813.2
Seed capital investments—332.0643.0975.0
Investments used to hedge the supplemental savings plan liability—669.5—669.5
Total cash and investments in T. Rowe Price products attributable to T. Rowe Price2,366.31,435.4656.04,457.7
Investments in affiliated private investment funds(2)—676.4—676.4
Investments in CLOs—106.6—106.6
Investment in UTI and other investments—261.8—261.8
Total cash and investments attributable to T. Rowe Price2,366.32,480.2656.05,502.5
Redeemable non-controlling interests——580.8580.8
As reported on unaudited condensed consolidated balance sheet at September 30, 2022$2,366.3$2,480.2$1,236.8$6,083.3

(1) The consolidated T. Rowe Price investment products are generally those products we provided seed capital at the time of their formation and we have a controlling interest. These products generally represent U.S. mutual funds as well as those funds regulated outside the U.S. The $13.0 million and the $643.0 million represent the total value at September 30, 2022 of our interest in the consolidated T. Rowe Price investment products. The total net assets of the T. Rowe Price investment products at September 30, 2022 of $1,236.8 million includes assets of $1,284.3 million, less liabilities of $47.5 million as reflected in our unaudited condensed consolidated balance sheets.

(2) Includes $207.0 million of non-controlling interests in consolidated entities and represents the portion of these investments, held by third parties, that we cannot sell in order to obtain cash for general operations.

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Our unaudited condensed consolidated balance sheet reflects the cash and cash equivalents, investments, other assets and liabilities of those T. Rowe Price investment products we consolidate, as well as redeemable non-controlling interests for the portion of these T. Rowe Price investment products that are held by unrelated third-party investors. Although we can redeem our net interest in these T. Rowe Price investment products at any time, we cannot directly access or sell the assets held by the products to obtain cash for general operations. Additionally, the assets of these T. Rowe Price investment products are not available to our general creditors. Our interest in these

T. Rowe Price investment products was used as initial seed capital and is recategorized as discretionary when it is determined by management that the seed capital is no longer needed. We assess the discretionary investment products and, when we decide to liquidate our interest, we seek to do so in a way as to not impact the product and, ultimately, the unrelated third-party investors.

Uses of Liquidity

We increased our quarterly recurring dividend per common share in February 2022 by 11.1% to $1.20 per common share from $1.08 per common share. Further, we expended $744.0 million in the first nine months of 2022 to repurchase 5.7 million shares, or 2.5% of our outstanding common stock, at an average price of $130.35 per share. These dividends and repurchases were expended using existing cash balances and cash generated from operations. While opportunistic in our approach to stock buybacks, we will generally repurchase our common stock over time to offset the dilution created by our equity-based compensation plans.

Since the end of 2019, we have returned nearly $6.5 billion to stockholders through stock repurchases, regular quarterly dividends, and a special dividend, as follows:

(in millions)Recurring dividendSpecial dividendStock repurchasesTotal cash returned to stockholders
2020$846.0$—$1,192.2$2,038.2
20211,003.7699.81,136.02,839.5
Nine months ended 9/30/2022832.8—744.01,576.8
Total$2,682.5$699.8$3,072.2$6,454.5

We anticipate property, equipment, software and other capital expenditures, including internal labor capitalization, for the full-year 2022 to be about $250 million, of which more than three-quarters is planned for technology initiatives. We expect to fund our anticipated capital expenditures with operating cash flows and other available resources.

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Cash Flows

The following table summarizes the cash flows for the nine months ended September 30, 2022 and 2021, that are attributable to T. Rowe Price, our consolidated T. Rowe Price investment products, and the related eliminations required in preparing the statement.

Nine months ended
9/30/20229/30/2021
(in millions)Cash flow attributable to T. Rowe PriceCash flow attributable to consolidated T. Rowe Price investment productsElimsAs reportedCash flow attributable to T. Rowe PriceCash flow attributable to consolidated T. Rowe Price investment productsElimsAs reported
Cash flows from operating activities
Net income (loss)$1,291.9$(254.0)$122.1$1,160.0$2,342.3$66.5$(43.9)$2,364.9
Adjustments to reconcile net income (loss) to net cash provided by operating activities
Depreciation and amortization of property, equipment and software166.0——166.0151.1——151.1
Amortization of acquired assets and liabilities158.4——158.4————
Fair value remeasurement of contingent liability(125.7)——(125.7)————
Stock-based compensation expense185.7——185.7166.3——166.3
Net (gains) losses recognized on investments506.6—(122.1)384.5(188.3)—43.9(144.4)
Net redemptions in T. Rowe Price investment products used to economically hedge supplemental savings plan liability33.8——33.828.1——28.1
Net change in trading securities held by consolidated T. Rowe Price investment products—291.0—291.0—(5.3)—(5.3)
Other changes236.121.0(16.2)240.9573.1(42.6)(.5)530.0
Net cash provided by (used in) operating activities2,452.858.0(16.2)2,494.63,072.618.6(.5)3,090.7
Net cash provided by (used in) investing activities(54.7)(8.7)(6.1)(69.5)108.0(15.6)(34.8)57.6
Net cash provided by (used in) financing activities(1,554.9)(84.1)22.3(1,616.7)(1,913.8)(12.6)35.3(1,891.1)
Effect of exchange rate changes on cash and cash equivalents of consolidated T. Rowe Price investment products—11.8—11.8—(3.6)—(3.6)
Net change in cash and cash equivalents during period843.2(23.0)—820.21,266.8(13.2)—1,253.6
Cash and cash equivalents at beginning of year1,523.1101.1—1,624.22,151.7104.8—2,256.5
Cash and cash equivalents at end of period$2,366.3$78.1$—$2,444.4$3,418.5$91.6$—$3,510.1

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Operating Activities

Operating activities attributable to T. Rowe Price during the first nine months of 2022 provided cash flows of $2,452.8 million as compared to $3,072.6 million during the first nine months of 2021. Operating cash flows attributable to T. Rowe Price decreased $619.8 million, including a $1,050.4 million decrease in net income from the first nine months of 2021 and a decrease in timing differences primarily on the cash settlement of our assets and liabilities of $337.0 million. These decreases were partially offset by a higher add back of $761.9 million in non-cash adjustments, including unrealized investment gains/losses, depreciation, amortization of acquisition-related assets and retention arrangements, the fair value remeasurement of the contingent consideration liability, stock-based compensation expense, and other noncash items. The non-cash adjustments were primarily driven by $506.6 million in net investment losses in the first nine months of 2022 compared with $188.3 million in net investment gains in the first nine months of 2021. Additionally, in 2022, we had net proceeds of $33.8 million from certain investment products that economically hedge our supplemental savings plan liability compared to net proceeds of $28.1 million in the same period of 2021. Our interim operating cash flows do not include the cash impact of variable compensation that is accrued throughout the year before being substantially paid out in December. The remaining change in reported cash flows from operating activities was attributable to the net change in trading securities held in our consolidated investment products’ underlying portfolios.

Investing Activities

Net cash used in investing activities that are attributable to T. Rowe Price totaled $54.7 million in the first nine months of 2022 compared with $108.0 million of cash provided by investing activities in the 2021 period. During 2022, net proceeds from the sale of certain of our discretionary investments of $113.1 million were lower compared to $238.1 million during 2021. We also increased the level of seed capital provided to the T. Rowe Price consolidated investment products by $28.7 million. We eliminate our seed capital in those T. Rowe Price investment products we consolidate in preparing our unaudited condensed consolidated statement of cash flows. In addition, we decreased our property, equipment and software expenditures by $1.5 million. The remaining $6.9 million change in reported cash flows from investing activities is related to the net cash removed from our balance sheet from consolidating and deconsolidating investment products.

Financing Activities

Net cash used in financing activities attributable to T. Rowe Price were $1,554.9 million in the first nine months of 2022 compared with $1,913.8 million in the 2021 period. During the first nine months of 2022, we used $744.0 million to repurchase 5.7 million shares compared to $526.6 million to repurchase 2.9 million shares in the first nine months of 2021. The $621.6 million decrease in dividends paid in 2022 is a result of a special cash dividend paid in July 2021 that did not recur in 2022, partially offset by the 11.1% increase in our quarterly dividend per share in 2022. In addition, $8.4 million in net distributions to non-controlling interests in consolidated entities increased net cash used in financing activities. The remaining change in reported cash flows from financing activities is primarily attributable to $61.8 million in net redemptions from redeemable non-controlling interest holders of our consolidated investment products during the first nine months of 2022 as compared to $22.7 million in net subscriptions received from redeemable non-controlling interest holders of our consolidated investment products during the first nine months of 2021.

CRITICAL ACCOUNTING POLICIES.

The preparation of financial statements often requires the selection of specific accounting methods and policies from among several acceptable alternatives. Further, significant estimates and judgments may be required in selecting and applying those methods and policies in the recognition of the assets and liabilities in our unaudited condensed consolidated balance sheets, the revenues and expenses in our unaudited condensed consolidated statements of income, and the information that is contained in our significant accounting policies and notes to unaudited condensed consolidated financial statements. Making these estimates and judgments requires the analysis of information concerning events that may not yet be complete and of facts and circumstances that may change over time. Accordingly, actual amounts or future results can differ materially from those estimates that we include currently in our unaudited condensed consolidated financial statements, significant accounting policies, and notes.

There have been no material changes in the critical accounting policies previously identified in our 2021 Annual Report on Form 10-K.

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NEWLY-ISSUED BUT NOT YET ADOPTED ACCOUNTING GUIDANCE.

See Note 1 - The Company and Basis of Preparation note within Item 1. Financial Statements for a discussion of newly issued but not yet adopted accounting guidance.

FORWARD-LOOKING INFORMATION.

From time to time, information or statements provided by or on behalf of T. Rowe Price, including those within this report, may contain certain forward-looking information, including information or anticipated information relating to: our revenues, net income, and earnings per share of common stock; changes in the amount and composition of our assets under management; our expense levels; our tax rate; the timing and expense related to the integration of OHA with and into our business; legal or regulatory developments; geopolitical instability; interest rates and currency fluctuations; and our expectations regarding financial markets, future transactions, dividends, stock repurchases, investments, new products and services, capital expenditures, changes in our effective fee rate, the impact of the coronavirus pandemic, and other industry or market conditions. Readers are cautioned that any forward-looking information provided by or on behalf of T. Rowe Price is not a guarantee of future performance. Actual results may differ materially from those in forward-looking information because of various factors including, but not limited to, those discussed below and in Item 1A, Risk Factors, included in our Form 10-K Annual Report for 2021. Further, forward-looking statements speak only as of the date on which they are made, and we undertake no obligation to update any forward-looking statement to reflect events or circumstances after the date on which it is made or to reflect the occurrence of unanticipated events.

Our future revenues and results of operations will fluctuate primarily due to changes in the total value and composition of assets under our management. Such changes result from many factors, including, among other things: cash inflows and outflows in the U.S. mutual funds, subadvised funds, separately managed accounts, collective investment trusts, and other investment products, performance fees, capital allocation-based income, fluctuations in global financial markets that result in appreciation or depreciation of the assets under our management, our introduction of new mutual funds and investment products, changes in retirement savings trends relative to participant-directed investments and defined contribution plans, and the impact of the coronavirus outbreak. The ability to attract and retain investors’ assets under our management is dependent on investor sentiment and confidence; the relative investment performance of the T. Rowe Price mutual funds and other managed investment products as compared with competing offerings and market indexes; the ability to maintain our investment management and administrative fees at appropriate levels; the impact of changes in interest rates and inflation; competitive conditions in the mutual fund, asset management, and broader financial services sectors; our level of success in implementing our strategy to expand our business, including our establishment of T. Rowe Price Investment Management as a separate registered investment adviser; and our ability to attract and retain key personnel. Our revenues are substantially dependent on fees earned under contracts with the T. Rowe Price funds and could be adversely affected if the independent directors of one or more of the T. Rowe Price funds terminated or significantly altered the terms of the investment management or related administrative services agreements. Non-operating investment income will also fluctuate primarily due to the size of our investments, changes in their market valuations, and any other-than-temporary impairments that may arise or, in the case of our equity method investments, our proportionate share of the investees' net income.

Our future results are also dependent upon the level of our expenses, which are subject to fluctuation for the following or other reasons: changes in the level of our advertising and promotion expenses in response to market conditions, including our efforts to expand our investment advisory business to investors outside the U.S. and to further penetrate our distribution channels within the U.S.; the pace and level of spending to support key strategic priorities, including the integration of OHA with and into our business; variations in the level of total compensation expense due to, among other things, bonuses, restricted stock units and other equity grants, other incentive awards, our supplemental savings plan, changes in our employee count and mix, and competitive factors; any goodwill or other asset impairment that may arise; fluctuation in foreign currency exchange rates applicable to the costs of our international operations; expenses and capital costs, such as technology assets, depreciation, amortization, and research and development, incurred to maintain and enhance our administrative and operating services infrastructure; the timing of the assumption of all third party research payments, unanticipated costs that may be incurred to protect investor accounts and the goodwill of our clients; and disruptions of services, including those provided by third parties, such as fund and product recordkeeping, facilities, communications, power, and the mutual fund transfer agent and accounting systems.

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Our business is also subject to substantial governmental regulation, and changes in legal, regulatory, accounting, tax, and compliance requirements may have a substantial effect on our operations and results, including, but not limited to, effects on costs that we incur and effects on investor interest in T. Rowe Price investment products and investing in general or in particular classes of mutual funds or other investments.

Previous: Item 1. Financial Statements. · Next: Item 3. Quantitative and Qualitative Disclosures About Market Risk.