Showing posts with label Distributional Financial Accounts. Show all posts
Showing posts with label Distributional Financial Accounts. Show all posts

Quantitative Tightening Was Supposed to Fix QE's Wealth Gap: Did It?

No, not meaningfully. The Federal Reserve's Distributional Financial Accounts show the top 1% of U.S. households held roughly 29% of net worth before the 2008 crisis, over 32% at the peak of pandemic-era QE, and a new record of 31.6%–31.8% through 2025–2026 after three-plus years of quantitative tightening. QT shrank the Fed's balance sheet by about 25%, but it did not reverse the concentration of wealth that QE helped build, because the two policies work through different, asymmetric channels.

The Problem With "QT Will Fix It"

For over a decade, a simple story circulated among investors, journalists, and even some policymakers: quantitative easing (QE) inflated stock and home prices, the wealthy owned most of those assets, so QE made the rich richer. The corollary followed naturally quantitative tightening (QT), the process of shrinking the central bank's balance sheet, would work in reverse. Sell the bonds, drain the liquidity, deflate the bubble, and the wealth gap should shrink back toward where it started.

It's a tidy theory. It is also, according to the Federal Reserve's own distributional data and a growing body of academic research, largely wrong.

Between April 2022 and late 2025, the Fed ran the largest balance-sheet reduction in its history, letting roughly $2.2 trillion in securities roll off between June 2022 and October 2025. Interest rates rose at the fastest pace in four decades. Stocks fell hard in 2022. By most conventional measures, this was exactly the kind of monetary tightening that should have compressed the wealth of asset-owning households relative to everyone else.

It didn't happen at least not durably. This article walks through what the data actually show, why the "QT reverses QE" assumption breaks down mechanically, and what a financially literate reader should watch instead.

Did Quantitative Tightening Reverse QE's Wealth Gap?

No. The wealth concentration that built up during the QE era has not closed it briefly narrowed during the 2022 downturn, then widened again and reached new highs.

According to the Federal Reserve Board's Distributional Financial Accounts (DFA), the top 1% of U.S. households by net worth held about 29% of aggregate household wealth heading into the 2008 crisis, a share that fell to roughly 27.4% at the depths of the Great Recession in early 2009. Through the QE era of 2008–2014 and again during 2020–2021 pandemic-era QE, that share climbed persistently, crossing 32% by 2021 the highest level recorded since the Fed's data series began in 1989. As of the fourth quarter of 2024, the top 10% of households held 67.2% of total household wealth, averaging $8.1 million per household, while the bottom 50% held just 2.5%, averaging $60,000.

Then QT arrived. The top 1% share did soften somewhat during the 2022 bear market as equity valuations fell. But by 2025 it was setting new records: 30.9% in Q1 2025, 31.2% in Q2, 31.6% in Q3, 31.8% in Q4, and 31.6% again in Q1 2026 above the pandemic-era QE peak, even after more than three years of active balance-sheet runoff. The top 10% share reportedly stood at just over 68% by late 2025.

The practical implication: an investor or policy analyst who assumed QT would mechanically unwind QE's distributional effects would have been wrong for over three years running. The gap didn't reverse it paused, then resumed widening, through a different transmission channel than QE used to create it in the first place.

How Quantitative Easing Widened the Wealth Gap

Level 1

QE means the central bank creates reserves and uses them to buy large quantities of government bonds and mortgage-backed securities. That extra buying pushes bond prices up and yields down. Investors holding cash or maturing bonds go looking for the next-best return, bidding up stocks, corporate bonds, and eventually real estate. Whoever already owned those assets before the buying spree got richer. Whoever didn't, largely didn't.

Level 2 the mechanism

The primary channel is called portfolio rebalancing. When the Fed buys longer-dated Treasuries and MBS, it removes duration and risk from the market, compressing term premiums. Investors who sold those bonds to the Fed reinvest the proceeds in riskier assets further out on the risk spectrum equities, credit, real estate which pushes those prices higher too. A parallel channel operates through expectations: QE signals lower rates for longer, which mechanically raises the present value of future corporate earnings and rental income, lifting valuations directly.

Crucially, this is an asset-price channel, not an income channel. It transmits wealth gains through ownership, not paychecks. That distinction is the whole story.

Level 3 who actually owned the assets

Ownership of financial assets in the United States is heavily concentrated. According to Federal Reserve DFA data widely reported in early 2024, the top 10% of U.S. households held roughly 93% of the total value of household-owned stocks; by 2025–2026 vintages of the same data, estimates in the high-80s to low-90s percent range were common, with the top 1% alone holding around half of all corporate equities and mutual fund shares. The bottom 50% of households held about 1% of stock market wealth. Even though the 2022 Survey of Consumer Finances found a record 58% of American families owned stock in some form mostly through retirement accounts only about 21% owned shares directly, and total ownership concentration at the top has stayed essentially unchanged for two decades.

Housing tells a similar but distinct story. The bottom 50% of households held about $4.8 trillion in real estate versus just $0.3 trillion in stocks, according to Fed data reported in 2024 meaning middle- and lower-wealth households' fortunes ride almost entirely on home prices, while top-wealth households have far more exposure to equities, which move faster and further in a QE cycle.

A concrete example

Consider two households in 2019. Household A, in the top 10% by wealth, holds a diversified portfolio that is 60% equities. Household B, at the median, owns a home with a mortgage and modest retirement savings, mostly in target-date funds. Between 2020 and 2021, pandemic-era QE and near-zero rates pushed the S&P 500 up roughly 40% peak-to-peak while national home prices rose in the mid-teens percentage-wise over a similar window. Household A's equity-heavy portfolio compounds faster in percentage and dollar terms than Household B's home-and-401(k) mix, even before accounting for the fact that Household A likely also owns some real estate. This isn't a hypothetical mechanism it's what the Federal Reserve's own DFA and SCF data document at the aggregate level.

The historical parallel: Bank of England research

The United States is not unique here. In a 2012 report, the Bank of England found that its first £375 billion of asset purchases raised household financial wealth (outside pensions) by an average of about £10,000 per adult but that the top 5% of British households held around 40% of the financial assets whose prices were boosted. A subsequent Bank of England staff analysis, examined by the advocacy group Positive Money, found that in cash terms the richest 10% of households gained more than 100 times what the poorest decile gained from the 2009–2012 period of rate cuts and QE combined. The European Central Bank's own research reached similar directional conclusions for the Eurozone. To be clear, the Bank of England has also argued that when income and employment effects are included alongside wealth effects, QE benefited a broad majority of the population older, asset-holding households gained more through wealth, while younger, working-age households gained more through jobs and wages. Both things can be true: QE's wealth-effect channel is concentrated at the top, even if its aggregate economic effect is broader.

How Quantitative Tightening Actually Works

This is where the "reverse of QE" intuition breaks down.

QT does not typically involve the central bank actively selling assets into the market (with the partial exception of the UK's more active gilt-sale approach). In the United States, QT since 2022 has worked mainly through passive balance-sheet runoff: as Treasuries and MBS mature, the Fed simply declines to reinvest the proceeds, up to a monthly cap, letting its portfolio shrink on its own schedule rather than the market's.

That distinction matters enormously. QE is an active, front-loaded purchase program that directly bids up prices in real time. QT is a passive, back-loaded drawdown that removes a buyer from the market gradually, rather than forcing sellers to find a new one. The two are simply not mirror-image events, and a growing body of empirical work confirms this.

A 2024 study published in the Journal of International Money and Finance found that QT surprises since 2017 have had larger and more persistent effects on shorter-dated Treasury yields than equally sized QE surprises but the effects at longer horizons were much more muted, and the underlying mechanism differs: QT works more through shifting interest-rate expectations, while QE's biggest historical impact came through signaling and liquidity effects during periods of market stress that QT, by design, is not deployed during. Federal Reserve Bank of Dallas President Lorie Logan, discussing related research at a 2024 conference, noted that because central banks generally only launch QE during acute market dysfunction and only run QT once conditions have normalized, the two policies are measured under structurally different market conditions the asymmetry isn't a puzzle, it's largely a product of when each tool gets used.

A 2024 Bank of England staff working paper reached a similar conclusion through a different lens: liquidity effects are actually stronger during QT than QE, while announcement and signaling effects are stronger during QE than QT meaning QT tightens financial conditions through what the authors describe as a different transmission mechanism than simply "QE in reverse." Other research modeling investor behavior finds that QT can shift the composition of marginal buyers in the Treasury market in ways that make it behave differently sometimes even more disruptively per dollar than a simple unwind of QE would predict.

The upshot for household wealth: QT raises borrowing costs and cools valuations at the margin, but it does so unevenly, more slowly, and through channels that don't map cleanly back onto the asset classes QE inflated in the first place.

What the Data Show During QT (2022–2026)

The Fed's balance sheet peaked at approximately $8.97 trillion on April 13, 2022. Runoff proceeded through 2022, 2023, 2024, and most of 2025, bringing total assets down to roughly $6.5–6.6 trillion by late 2025 a reduction of about 25% from the peak, and the largest quantitative tightening program the Fed has ever run. Notably, the FOMC's December 2025 decision to begin "reserve management purchases" to maintain an ample supply of bank reserves effectively brought active balance-sheet contraction to a close; by March 2026 the balance sheet had ticked back up slightly to about $6.7 trillion, where it stood at 21% of nominal GDP.

Over that same 2022–2026 window, the wealth data show a pattern that doesn't fit a clean "QT unwinds QE" narrative:

  • 2022: Equity markets fell sharply as rates rose; the top 1%'s wealth share pulled back modestly from its 2021 peak, and the top 1%'s net worth entered what Federal Reserve data show was a multi-quarter trough lasting into 2024.
  • 2023–2024: Equity markets recovered strongly even as QT continued, driven substantially by a narrow set of large technology companies; wealth concentration among top shareholders resumed climbing.
  • 2025–2026: The top 1%'s wealth share hit successive new record highs (30.9% to 31.8%) even as the balance sheet remained well below its 2022 peak demonstrating that balance-sheet size and top-end wealth concentration decoupled once the initial 2022 shock passed.

Meanwhile, the housing side of the ledger tells a genuinely different story than the "QE helps only the rich" narrative and this is where nuance matters. The 2022 Survey of Consumer Finances found that real median household net worth rose 37% between 2019 and 2022, the largest three-year gain in the survey's history, driven substantially by a 44% jump in median net housing value (from $139,100 to $201,000) as home prices surged and mortgage balances stayed flat. Homeowners' median net worth rose about $101,000 over that period versus roughly $3,100 for renters. That is a real, positive, broad-based wealth effect for the roughly two-thirds of households who owned homes even as it widened the gap between owners and non-owners, and even as top-decile households' median housing wealth ($583,000 in 2022) still dwarfed that of upper-middle-income households ($201,000).

That combination a genuine middle-wealth housing windfall alongside an even larger and more persistent top-end equity windfall is exactly why "QE made the rich richer, full stop" oversimplifies the record, and why "QT will therefore make things fair again" oversimplifies the fix. Housing wealth gains for the middle of the distribution have proven durable (mortgage rates locked in below 2022's, and home prices have not round-tripped down); the top-end equity gains have proven even more durable, because equity markets recovered and grew again despite QT.

Why the Gap Has Not Closed

Several factors explain why QT has not produced anything close to a symmetric unwind of QE's distributional effects.

1. Path dependence in ownership. Wealth gains during QE were not evenly distributed cash payments that could simply be clawed back they were increases in the market value of assets that stayed in the same hands. When QT tightens financial conditions and asset prices soften, top-decile households still hold roughly the same concentrated share of equities and businesses; a valuation pullback reduces the size of the pie for everyone roughly proportionally, rather than transferring shares of ownership down the wealth ladder. There is no mechanism in QT that redistributes ownership it only affects valuation levels, and even that effect has proven temporary and partial.

2. Incomplete and asymmetric pass-through. As detailed above, QT operates through a passive, gradual balance-sheet runoff rather than the active, front-loaded purchases that characterize QE. Academic work consistently finds the two policies have different magnitudes and different transmission mechanisms rather than being mirror images which means there is no reason to expect QT to undo QE's wealth effects on anything like the same scale or timeline.

3. Rate hikes did more work than balance-sheet runoff. Much of the 2022 tightening in financial conditions came from the federal funds rate rising from near zero to over 5%, not from the balance-sheet runoff itself, which most research finds has a comparatively modest independent effect on financial conditions often equated to something like a few dozen basis points of rate-equivalent tightening spread over years, not a dramatic wealth-destroying event. Once rate hikes ended and cuts began, equity markets recovered regardless of where the balance sheet stood.

4. Housing versus financial-asset dynamics differ. Higher mortgage rates during QT froze the existing-home market sellers with 3% mortgages had little incentive to list and buy again at 6–7% which constrained supply and kept home prices elevated even as affordability for new buyers collapsed. That dynamic protected existing (disproportionately older, wealthier) homeowners' wealth rather than eroding it, the opposite of a symmetric reversal.

5. Timing and duration mismatch. QE episodes have historically been sharp and front-loaded (months), while QT episodes have been gradual and back-loaded (years), and are typically ended once financial-stability risks emerge (as arguably happened with the Fed's December 2025 shift back toward balance-sheet growth) well before wealth concentration metrics have time to fully respond.

Comparison Across Episodes

Period

Fed Balance Sheet

Top 1% Wealth Share (DFA)

Top 10% Wealth Share

Context

Pre-crisis (2007)

~$0.9T

~29%

Housing bubble inflating broad-based wealth

Trough (Q1 2009)

~$2.1T (QE1 underway)

27.4%

Financial crisis wealth destruction

Pre-COVID (2019)

~$4.2T

~30%

~63% (SCF)

Post-QE1–3 "new normal"

Peak QE (2021)

~$8.8T

>32% (record at the time)

~69% (peak)

Zero rates + $120B/month asset purchases

Mid-QT (2022–2023)

Falling from $8.97T peak

Pulled back from 2021 peak

Pulled back modestly

Rate hikes, equity bear market

Late-QT / normalization (2025–2026)

~$6.5–6.7T (down ~25% from peak)

New record 31.6%–31.8%

~68%

QT largely complete; equities at new highs

Internationally, the pattern rhymes. The European Central Bank's own analysis acknowledged QE-driven wealth concentration effects similar to the Bank of England's findings; the euro area's more recent and more gradual QT approach (relying on partial reinvestment schedules rather than a hard cap) has drawn academic comparisons noting the same fundamental asymmetry QT tightens conditions, but not as a mirror image of QE. Japan remains the outlier: the Bank of Japan has moved far more cautiously away from its own multi-decade QE program, meaning wealth-effect comparisons there are still in early stages.

Practical Implications

For investors: Don't treat "the Fed is doing QT" as a signal that broad equity or housing wealth concentration will mean-revert. The data show the opposite happened for much of 2022–2026: valuations recovered and concentration hit new highs even as the balance sheet shrank by a quarter. Balance-sheet direction is a weaker predictor of relative wealth outcomes across the distribution than the market's own recovery dynamics, sector concentration (a handful of mega-cap technology stocks drove much of the post-2022 rally), and who owns what asset class.

For households: The single biggest determinant of whether QE-QT cycles help or hurt your relative position is what you own and when you owned it equities and homes purchased or held before a QE cycle appreciate; the same assets purchased after a QT-driven price correction do not necessarily depreciate back to entry levels, and often don't correct much at all if the underlying economy stays resilient.

For policymakers and analysts: If distributional neutrality is a policy goal, balance-sheet size alone is the wrong lever to manage it with. Fiscal tools (transfers, taxation of capital gains, targeted housing supply policy) operate on ownership and income directly; monetary balance-sheet policy operates on valuations and liquidity, and as the data above show does so asymmetrically and with long, uncertain lags relative to any redistributive goal.

Risks, Limitations, and Counterarguments

Honest analysis requires acknowledging real limitations in this evidence base. The Distributional Financial Accounts are model-based estimates that combine quarterly aggregate financial-accounts data with less-frequent Survey of Consumer Finances microdata (collected only every three years), so quarter-to-quarter shifts should be read as directional trends rather than precise, independently-verified snapshots. The SCF itself, last fielded for 2022 with results published in 2023, is now several years old as a direct household-level source; more recent DFA readings extrapolate rather than re-survey.

It's also true that correlation between QT and continued wealth concentration doesn't prove QT had no compressive effect at all it's possible concentration would have risen even faster absent QT, and isolating QT's marginal effect from a resilient labor market, resilient corporate earnings, and a concentrated equity rally (led by a handful of dominant technology firms) is genuinely difficult. Reasonable economists, including some at the Bank of England, argue that once income and employment effects are weighed alongside wealth effects, QE's net distributional impact is more ambiguous than the wealth-share data alone suggest and by extension, QT's net effect may be similarly ambiguous rather than simply "did nothing."

Finally, this analysis is U.S.-focused; the mechanisms and asymmetries described (particularly around housing lock-in effects from mortgage rates) are shaped by features specific to the American 30-year fixed-rate mortgage market and may not generalize directly to other countries.

Future Outlook

Base case: The Fed's December 2025 shift toward reserve-management purchases suggests the active QT phase is largely over; the balance sheet is expected to grow slowly and organically to keep pace with the size of the economy and banking system, rather than shrink further. Under this path, wealth concentration metrics will likely continue tracking equity-market performance and sector concentration more than balance-sheet policy, with the top 1%'s share probably continuing to hover near or above current record levels absent a significant equity correction.

Downside/correction case: A sharp equity drawdown whether from an AI-sector valuation correction, a credit event, or a recession would compress top-end wealth shares meaningfully, as it did briefly in 2022, but history suggests such compressions have proven temporary rather than structural, reversing once markets recover.

Upside/structural-change case: A durable narrowing of the wealth gap would more plausibly require broader equity ownership expansion (already underway slowly via retirement accounts), a housing supply response that eases the lock-in effect for existing owners without crushing prices for new buyers, or fiscal policy changes not further monetary balance-sheet contraction.

What to watch

  • The Federal Reserve's quarterly Distributional Financial Accounts releases (wealth shares by percentile)
  • The triennial Survey of Consumer Finances (next major release cycle covering 2025 data)
  • The Fed's H.4.1 weekly balance-sheet release and FOMC statements on reserve management
  • Equity market concentration (the share of S&P 500 gains attributable to the largest handful of companies)
  • Mortgage rate spreads and existing-home inventory, which drive the housing "lock-in" effect protecting existing owners' wealth
  • Academic and Fed staff research on QE/QT asymmetry, an active area of ongoing study

Key Takeaways

  1. The wealth gap that widened during QE has not meaningfully closed during QT Fed DFA data show the top 1%'s wealth share at new record highs (31.6%–31.8%) through 2025–2026, above the 2021 QE-era peak.
  2. QT is not the mirror image of QE. It works through passive balance-sheet runoff rather than active purchases, and multiple academic studies find its effects on financial conditions are asymmetric different in magnitude, timing, and transmission mechanism, not simply QE reversed.
  3. QE's wealth effects concentrated at the top primarily because equity ownership is highly concentrated: the top 10% of households hold roughly nine-tenths of household stock market wealth, while the bottom 50% hold about 1%.
  4. Housing wealth gains during the QE-fueled 2020–2022 boom were genuinely broad-based for the roughly two-thirds of households who owned homes, complicating a simple "QE only helps the rich" narrative even as it widened the gap with renters and prospective buyers.
  5. Interest-rate hikes, not balance-sheet runoff, did most of the work tightening financial conditions during 2022–2023; the balance sheet's roughly 25% decline from its 2022 peak had a comparatively modest independent effect on valuations.
  6. Higher mortgage rates during QT froze existing-home supply, protecting incumbent (often wealthier, older) homeowners' housing wealth rather than eroding it.
  7. The Fed effectively ended active QT in December 2025, shifting to modest balance-sheet growth to maintain ample reserves meaning any further distributional shift will likely come from market performance, not balance-sheet policy.
  8. Cross-country evidence from the Bank of England and European Central Bank shows similar QE-driven wealth concentration patterns, reinforcing that this is a structural feature of large-scale asset-purchase programs generally, not a US-specific anomaly.
  9. If closing the wealth gap is the goal, fiscal and ownership-expansion policies are better-suited tools than central-bank balance-sheet management, which affects valuations and liquidity, not the underlying distribution of asset ownership.

Frequently Asked Questions

Does quantitative tightening raise interest rates?

Not directly, in the sense of setting the federal funds rate that's a separate FOMC decision. But QT does put upward pressure on longer-term rates through the term-premium channel: by not reinvesting maturing Treasuries and mortgage-backed securities, the Fed removes a large, price-insensitive buyer from the bond market, so private investors must absorb more supply, which tends to push yields modestly higher than they would otherwise be. Research reviewed above puts this effect at roughly a few dozen basis points of rate-equivalent tightening per trillion dollars of runoff real, but far smaller than a comparable move in the policy rate itself.

Is the Fed still doing quantitative tightening?

Active balance-sheet runoff has effectively ended. The Fed's securities holdings fell by about $2.2 trillion between June 2022 and October 2025, but in December 2025 the FOMC decided to begin "reserve management purchases" to keep bank reserves at an ample level going forward. As a result, the balance sheet edged back up slightly, from roughly $6.6 trillion in late 2025 to about $6.7 trillion by March 2026, where it has held into 2026. This is generally described as the normalization phase, not renewed stimulus the Fed is maintaining reserve levels, not trying to push down long-term rates or inflate asset prices the way QE does.

Will Kevin Warsh raise interest rates?

Kevin Warsh, sworn in as the 17th Fed chair on May 22, 2026, has held the federal funds rate steady at 3.50%–3.75% through his first several meetings, but the FOMC has grown increasingly divided: at the July 2026 meeting, three members dissented in favor of an immediate quarter-point hike. Following Warsh's Jackson Hole remarks in late August 2026 emphasizing continued commitment to fighting above-target inflation, market-implied odds of a 25-basis-point hike at the September 15–16, 2026 meeting rose into the 50%–65% range on futures markets and prediction platforms making it a genuine toss-up rather than a settled outcome. As with any live FOMC decision, this is a fluid, data-dependent call rather than a foregone conclusion, and readers should check the outcome of that meeting and subsequent Fed communications directly rather than relying on pre-meeting odds.

Is QE happening now?

No, not in the traditional sense of large-scale stimulus purchases meant to lower long-term rates and boost asset prices. The Fed's December 2025 return to modest balance-sheet growth is a reserve-management operation designed to keep the banking system's reserves at an "ample" level as the economy and currency in circulation grow rather than an attempt to ease financial conditions or lift asset valuations. Traditional QE would involve the Fed actively expanding its balance sheet by a large, pre-announced amount specifically to stimulate the economy, as it did in 2008–2014 and 2020–2021.

Can you give me an example of quantitative easing?

The clearest example is the Federal Reserve's pandemic-era QE program launched in March 2020. Facing a sudden economic shutdown, the Fed began purchasing Treasury securities and agency mortgage-backed securities in unlimited quantities, eventually settling into a pace of about $120 billion per month. Between March 2020 and April 2022, this program combined with near-zero interest rates helped nearly double the Fed's balance sheet, from around $4.2 trillion to a peak of $8.97 trillion, while the S&P 500 rose roughly 100% off its March 2020 low and median home prices climbed by double digits, illustrating the asset-price channel described earlier in this article.

Conclusion / Final Recommendation

The evidence does not support the popular assumption that quantitative tightening would act as a corrective mirror to quantitative easing's wealth effects. It hasn't, and the mechanical reasons why are well documented in both Federal Reserve data and the broader academic literature on QE/QT asymmetry. Readers evaluating portfolios or policy expectations should treat central-bank balance-sheet direction as one input among many not a distributional lever and instead track ownership concentration, equity-market breadth, and housing-supply dynamics directly if the wealth-distribution question is what actually matters to them.

Balance-sheet policy, wealth data, and Fed communications shift quickly as the Warsh-era rate debate above shows, sometimes within weeks. Want the latest Fed distributional data and policy analysis delivered clearly, as it happens? Join our free briefing list for investors and policy watchers, and get the next update before the headlines catch up.

This article is for informational and educational purposes only and does not constitute investment, tax, or policy advice. Past performance and historical distributional outcomes are not indicative of future results. Readers should consult qualified professionals for decisions affecting their finances.

Who Actually Got Richer From Quantitative Easing? The 2026 Data Explained

 

Federal Reserve Distributional Financial Accounts data through Q1 2026 show the top 1% of U.S. households hold 31.6% of household net worth ($55.0 trillion of $174.0 trillion) and just over 50% of household corporate equities. The bottom 50% hold about 2.5% of wealth and roughly 1% of equities. QE's largest, fastest-transmitting gains flowed through the equity channel to already-wealthy asset owners; housing and employment channels delivered real but smaller, slower-arriving benefits further down the wealth ladder.

Data vintage: Federal Reserve Distributional Financial Accounts, Q1 2026 release (data through March 31, 2026), published June 18, 2026. Federal Reserve balance sheet data through August 2026.

There's a version of this story you've probably already heard: the Fed printed money, asset prices soared, and the rich got richer while everyone else was left holding the bag. There's also a rebuttal you've probably heard: QE saved the economy, prevented a second Great Depression, restored employment, and helped everyone so the inequality complaint is overblown.

Both of these stories are simplifications. Neither survives close contact with the actual data.

The truth, visible in the Federal Reserve's own Distributional Financial Accounts (DFA) a quarterly dataset that tracks exactly how much wealth different segments of American households hold, and in what form is more specific and more useful than either slogan. Quantitative easing did not distribute its gains evenly, but it also didn't bypass ordinary households entirely. It worked through a small number of identifiable channels, at different speeds, with different beneficiaries at each stage. Understanding those channels, and what the newest 2026 data show about where the money actually landed, tells you far more than "QE helps the rich" or "QE helps everyone" ever could.

This article walks through the mechanics, the newest numbers, how today's picture compares with the 2008–2014 and 2020–2022 QE rounds, and what it means if you're trying to make sense of your own financial position or the policy debate around the next round of Fed balance-sheet decisions.

What Quantitative Easing Actually Did to Household Balance Sheets

QE changed what the Fed owned (more Treasuries and mortgage-backed securities, fewer sitting in private hands) and, as a side effect, changed the price of the assets households already held primarily by pushing bond yields down and equity and home valuations up.

Quantitative easing is not "printing money" in the sense of handing out cash. The Fed creates new bank reserves and uses them to buy large quantities of government bonds and mortgage-backed securities from the financial system. That purchase does three connected things: it removes safe, interest-bearing assets from the market (pushing investors toward riskier ones in search of yield); it lowers longer-term interest rates, including mortgage rates; and it signals that policy will stay easy for a while, encouraging risk-taking.

None of that money arrives in a bank account belonging to a "poor household" or a "rich household" directly. It arrives as a change in the price of assets bonds, stocks, real estate that different households hold in very different amounts. That's the single most important fact for understanding who benefited: QE's primary transmission mechanism runs through asset ownership, and asset ownership is extremely unevenly distributed in the United States.

The Fed's own balance sheet numbers illustrate the scale involved. The Fed held under $1 trillion in assets before the 2008 financial crisis. Quantitative easing following the crisis, and then again during the pandemic, pushed that figure to a peak of $8.93 trillion in June 2022. The subsequent round of quantitative tightening (QT) the deliberate shrinking of the balance sheet brought it down to $6.539 trillion by December 2025, before the Fed ended QT on December 1, 2025, and then announced on December 10, 2025 that it would resume modest balance-sheet growth (roughly $40 billion a month) to maintain what it calls "ample reserves." By August 2026 the balance sheet stood at about $6.7 trillion. That last move is not stimulus-driven QE in the 2008 or 2020 sense the Fed has been explicit that it's a reserve-management operation, not an attempt to push down long-term rates but it means the size of the Fed's footprint in bond markets is, once again, expanding.

The Main Transmission Channels

Economists studying unconventional monetary policy generally point to three channels through which QE affects household wealth, and each one has a different distributional footprint.

Portfolio-Balance / Equity Channel

This is the fastest and most concentrated channel lower yields on safe assets push investors into stocks, corporate bonds, and other risk assets, and the households that already owned those assets captured most of the resulting price gains.

Level 1: When the Fed buys huge quantities of safe government bonds, there are fewer of those bonds left for private investors to buy, and their yields fall. Investors who want a decent return now have to look at riskier assets like stocks. More money chasing stocks pushes stock prices up.

Level 2: This is the "portfolio-balance channel." As the Fed absorbs duration and safe collateral, private portfolios rebalance toward equities, corporate credit, and other risk assets, compressing risk premia and lifting valuations independent of any change in underlying corporate earnings.

Level 3: As of the Q1 2026 DFA release, the top 1% of households owned just over 50% of all household-held corporate equities and mutual fund share a threshold crossed for the first time, up from about 49.8% a year earlier. The top 10% owned roughly 87% of household equity holdings. The bottom 50% of households owned about 1% of household equities. Because equity valuations are the asset class that reacts fastest and most dramatically to QE-driven yield compression, this ownership concentration is the main reason QE's earliest and largest paper gains accrue to upper-wealth households.

Level 4 What it means for you: If your net worth is concentrated in a 401(k) invested in equities, or in direct stock holdings, QE episodes have historically been strongly positive for your paper wealth but the size of the benefit scales almost linearly with how much equity exposure you already have, which is precisely why the gains concentrate at the top.

Housing / Real-Estate Channel

Lower mortgage rates raise home prices and reduce borrowing costs, which benefits existing homeowners broadly including many middle-wealth households — but this channel is slower to show up and smaller in aggregate dollar terms than the equity channel, and it does nothing for renters.

Level 1: QE pushes mortgage rates down. Cheaper mortgages mean buyers can afford higher prices for the same monthly payment, so home values rise. If you already own a home, your equity in it goes up.

Level 2: The Fed's purchases of mortgage-backed securities directly compress mortgage spreads, on top of the general decline in Treasury yields. Lower financing costs get capitalized into home prices. Existing homeowners benefit from the valuation increase; prospective buyers face a higher price to enter.

Level 3 Data example: Real estate is a much more evenly distributed asset than equities: the Federal Reserve's data show real estate makes up roughly a quarter of total household assets, and unlike equities, a meaningful share of real estate is held by the bottom half of the wealth distribution reflecting home equity among middle-class homeowners. Even so, wealthier households own higher-value properties, second homes, and investment real estate, so the dollar gains from housing appreciation still skew upward, just far less sharply than equity gains do.

Level 4 What it means for you: If your primary asset is a home you live in, QE periods (2008–2014 and especially 2020–2022) likely raised your net worth meaningfully 2020–2022 home-price appreciation was historically large but that gain is "trapped" unless you sell, downsize, or borrow against it, and it did nothing for the roughly one in three American households who rent.

Employment and Income Channel

By supporting demand and lowering financing costs for businesses, QE helped shorten the labor-market damage from the 2008 and 2020 recessions, which disproportionately benefits lower-wealth households whose primary asset is their paycheck, not a portfolio.

Level 1: Easier monetary policy supports borrowing, investment, and hiring. A faster labor-market recovery means people get back to work sooner and for longer, which matters most to households with little or no financial cushion.

Level 2 Mechanism: This is the channel most emphasized by defenders of QE as an inequality-reducing tool: aggregate demand support shows up first and most powerfully in employment and wages for lower-income, lower-wealth workers, who are typically the first to lose jobs in a downturn and the last to be rehired in a slow recovery.

Level 3 Data example: Following the 2020 pandemic shock, the U.S. labor market recovery was unusually fast by historical standards, and wage growth for lower-wage workers outpaced that of higher earners for a period in 2021–2022 a pattern researchers have partly credited to the aggressive, early monetary and fiscal response. That said, this channel operates on flows (income), not stocks (wealth), so its benefits show up in the DFA data more slowly and less visibly than equity or housing price effects.

Level 4 What it means for you: If your financial position depends primarily on staying employed and earning a paycheck rather than on asset appreciation, this channel not the equity or housing channel is where QE's benefit to you, if any, is concentrated. It's real, but it's harder to see in wealth statistics because it shows up as avoided income loss rather than a balance-sheet gain.

What the 2026 Distributional Financial Accounts Show

As of Q1 2026, U.S. household net worth stood at $174.0 trillion. The top 1% held 31.6% of it ($55.0 trillion across about 1.35 million households); the top 10% held roughly 68%; the bottom 50% well over 60 million households held about 2.5%.

The concentration these numbers describe is not new, but the 2026 data confirm it has not meaningfully reversed. The top 1% share had touched a record 31.8% in Q4 2025 before pulling back slightly to 31.6% in Q1 2026 as equity markets gave back some gains itself a small, live illustration of how sensitive top-end wealth is to stock-market moves, since so much of it is held in equities.

Some outside analysts calculating from the same Fed levels data note that the top 1%'s $55.0 trillion in net worth is now within roughly 1% of matching the combined $55.8 trillion held by the entire bottom 90% of U.S. households a striking way of expressing how narrow the top of the distribution has become relative to nearly everyone else, even though the top 1% represents a tiny fraction of households by headcount.

Two numbers matter more than the headline wealth share for understanding why this happened: the equity ownership concentration (just over 50% of household equities held by the top 1%, as detailed above) and the composition of wealth by group. According to Fed data, the top 0.1% of households hold the majority of their assets in listed and private equity, with real estate a comparatively small share of their portfolio. Households in the middle of the distribution (roughly the 50th–90th percentile) hold a much larger share of their assets in real estate and a smaller share in equities. That compositional difference is the mechanical reason QE's equity-driven gains concentrate at the very top while its housing-driven gains are more broadly if less dramatically shared.

Key takeaway: The 2026 DFA data show the top 1% holding 31.6% of household net worth and just over half of household equity holdings, while the bottom 50% hold about 2.5% of wealth and roughly 1% of equities. The gap is driven less by income differences than by what form of wealth each group owns equities versus real estate versus nothing at all.

Who Captured the Largest Gains, by Wealth Percentile and Asset Class

The table below summarizes the current distribution using the Federal Reserve's four standard wealth-percentile groups, based on the Q1 2026 DFA release.

Wealth group

Share of net worth

Share of household equities & mutual funds

Portfolio composition

Top 1%

~31.6%

~50%+

Dominated by corporate equity and private business equity; real estate is a comparatively minor share of their total assets

Next 9% (90th–99th)

~36% (implied)

~37% (87% top 10% minus top 1%'s ~50%)

Mixed meaningful equity and real estate exposure, retirement accounts prominent

Next 40% (50th–90th)

~29–30%

~11%

Real estate and retirement accounts (pensions) dominate; comparatively little direct equity exposure

Bottom 50%

~2.5%

~1%

Real estate (often with high mortgage leverage), durable goods, and modest financial assets; frequently net-debtor position once other liabilities are counted

 

Figures are Federal Reserve DFA levels and shares for Q1 2026 (published June 18, 2026), with the "Next 9%" row derived by subtracting the top 1% from the published top-10% totals. Percentages are rounded and may not sum exactly due to rounding and asset categories not shown.

This table answers the question that most public debate skips: it isn't just that the wealthy have more wealth it's that their wealth is concentrated in the one asset class (equities) that QE moves the fastest and furthest, while middle-wealth households hold an asset class (housing) that QE also helps but more slowly and modestly, and lower-wealth households often hold little of either.

Comparing QE Rounds: Pre-2020 vs. 2020–2022

Direct answer: The 2008–2014 QE rounds delivered a slower asset-price recovery that took years to reach the bottom half of the wealth distribution; the 2020–2022 round produced a faster, larger asset-price rebound alongside a historically fast labor-market recovery, but was followed by inflation that eroded real income gains for lower-wealth households more than it eroded the paper wealth of asset owners.

The Global Financial Crisis era offers the clearest before-and-after picture, because Fed and academic researchers have tracked it for over a decade. The top 1%'s wealth share, sitting near 29–30% in 2007, fell to a trough of 27.4% in the first quarter of 2009 as asset prices crashed across the board QE hit everyone's wealth on the way down. But the recovery afterward split sharply by group: the top 1%'s share was back above its pre-crisis level by 2011, and the top 10%'s share had already recovered by the third quarter of 2009. The bottom 50%, whose (already small) share of national wealth had been around 2% in mid-2007, did not get back to that same 2% share until roughly 2020 more than a decade later, despite the recovery in headline GDP and employment well before then. That asymmetry fast recovery at the top, painfully slow recovery for the bottom half is the empirical basis for the "QE only helped the rich" narrative, and on this specific historical episode, the data broadly support it.

The 2020–2022 round looked different in important ways. Because the pandemic recession combined an unprecedented monetary response with an unprecedented fiscal response stimulus checks, expanded unemployment insurance, forgivable business loans the bottom half of the wealth distribution actually built savings and reduced high-interest debt during 2020–2021 in a way that didn't happen after 2008. Labor markets also snapped back far faster than after the Global Financial Crisis, and lower-wage workers saw unusually strong wage growth in 2021–2022. That's the employment-channel story working better than it did the first time.

But two things complicated the picture. First, the inflation that followed peaking around 9% in mid-2022, the highest reading since the early 1990s eroded real purchasing power disproportionately for lower-wealth households, who hold more of their resources in cash and spend a larger share of income on necessities like food, fuel, and rent, none of which benefit from asset-price appreciation. Second, the subsequent quantitative tightening and rate-hiking cycle raised borrowing costs sharply, which hit renters seeking to buy homes and lower-income borrowers with variable-rate debt harder than it hit asset owners who had already locked in low fixed mortgage rates during the QE years. Wealthy households experienced 2022's asset-price declines and 2023–2025's recovery from a position of much larger accumulated gains; lower-wealth households experienced the same inflation and rate cycle with far less of a buffer.

Net effect: the 2020–2022 round distributed some real benefits further down the income ladder than the 2008–2014 round did, largely through the employment channel and direct fiscal support that accompanied it but the subsequent inflation and rate cycle clawed back a meaningful share of those relative gains, and the top-end wealth share has since returned to, and modestly exceeded, its pre-pandemic highs.

Original Analysis: Magnitude, Persistence, and Second-Round Effects

Layering the channels together produces a pattern that's easy to miss if you look at only one data series at a time.

Magnitude: The equity channel dominates in absolute dollar terms for the top of the distribution because equity valuations move fast and far during QE episodes, and because equity ownership is the single most concentrated asset class in the DFA data more concentrated even than real estate or private business equity for households outside the top 0.1%. A 20% rally in the S&P 500 mechanically transfers a far larger dollar gain to a household holding $2 million in a brokerage account than to a household holding $20,000, even though both experience the "same" percentage return. Multiply that arithmetic across a $55 trillion top-1% balance sheet that's roughly half invested in equities and business interests, and the absolute gains dwarf what flows to households whose main asset is a $300,000 home with a $200,000 mortgage against it.

Persistence: Housing gains, once realized, tend to be sticky home prices rarely give back a full QE-era rally, so homeowner gains from the housing channel are relatively durable even after QE ends. Equity gains are far more volatile and reversible, meaning top-end wealth shares swing more from quarter to quarter (as the small pullback from 31.8% to 31.6% between Q4 2025 and Q1 2026 illustrates) even though the trend across a full QE-to-QT cycle has been persistently upward for equity-owning households.

Second-round effects that are frequently overlooked: Two matter most. First, wealthy households' equity gains during QE partly fund higher spending on services disproportionately produced by lower-wage workers the "trickle-down consumption" effect which is a genuine, if secondary and smaller, channel through which top-end asset gains eventually support employment further down the distribution. Second, and working in the opposite direction, QE-driven home-price appreciation raises the entry cost of home ownership for renters and younger households who don't yet own property, effectively taxing future buyers to reward current owners a distributional effect that shows up not in current wealth statistics but in the widening gap between renter and homeowner net worth over time, a gap the Fed's own data show has grown substantially since 2008.


Risks, Limitations, and Counterarguments

No dataset this complex avoids important caveats, and a piece claiming forensic precision owes readers a clear account of them.

  • Correlation vs. causation: Asset prices rise for many reasons besides QE corporate earnings growth, fiscal stimulus, low starting valuations, technological change. The DFA data show where wealth sits and how shares have shifted; isolating exactly how much of any given move is attributable to QE specifically, versus other simultaneous forces, requires structural economic modeling that goes beyond what the distributional accounts alone can prove.
  • Measurement differences across sources: The Fed publishes two related but distinct wealth-concentration measures the quarterly DFA series (used throughout this article for 2025–2026 figures) and the triennial Survey of Consumer Finances (SCF), which underlies some widely cited historical figures showing the top 1% share reaching roughly 34% in 2016 and 2019. These series use related but not identical methodologies and sampling approaches, so quarter-to-quarter DFA figures and triennial SCF figures shouldn't be compared as if they were the same series with different vintages.
  • Net worth excludes Social Security and other unfunded claims: The Fed's household net-worth measure includes private pensions but excludes the present value of Social Security benefits, which are a large implicit asset disproportionately important to lower- and middle-wealth households. Including them would narrow measured wealth inequality, though by how much is genuinely debated among researchers.
  • Percentile cutoffs lag the SCF: The dollar thresholds separating, say, the top 1% from the 90th–99th percentile are only reliably updated when a new SCF survey is released (the most recent was fielded around 2022; the next major update was expected in late 2026). Applying growth rates to old thresholds to guess at today's cutoff produces numbers with limited statistical standing, and this article avoids doing so.
  • The counterargument deserves a fair hearing: Proponents of QE, including much Fed staff research from the 2010s, have argued that without QE, the alternative wasn't a more equal recovery it was a deeper, longer recession that would have cost lower-income workers far more through job losses than the same workers lost, in relative terms, through asset-price-driven inequality. That counterfactual is difficult to test directly, but it's a serious argument, not a talking point, and any fair treatment of "who benefited from QE" has to weigh it against the concentration data above rather than ignore it.

Practical Implications for Households, Investors, and Policymakers

So what does this mean for you? It depends heavily on which side of the asset-ownership line you sit on, and in which asset class.

Evaluate your own exposure:

  • What share of your net worth is in equities (directly or via retirement accounts) versus real estate versus cash?
  • Are you a net asset owner or a net borrower at floating rates?
  • Are you a current homeowner (who benefits from home-price appreciation) or a prospective buyer (who is hurt by it)?

Metrics worth monitoring going forward:

  • Quarterly DFA releases (published roughly 10–11 weeks after each quarter ends) for updated wealth-share and asset-composition figures.
  • The size and direction of the Fed's balance sheet (currently around $6.7 trillion and modestly expanding again as of mid-2026) as a rough proxy for how active the portfolio-balance channel is likely to be.
  • Equity market valuations relative to earnings, since equity concentration means market swings translate more directly into top-end wealth-share swings than into broad-based wealth changes.
  • Mortgage rates and home-price growth, which matter far more to middle-wealth households than equity markets do.

A common mistake to avoid: Treating "QE" as a single, uniform policy whose effects are the same in every episode. The 2008–2014 and 2020–2022 rounds had meaningfully different distributional outcomes because they were paired with different fiscal responses, different starting labor-market conditions, and different subsequent inflation paths. The mechanism (asset purchases lowering yields and raising asset prices) was similar; the distributional result was not identical.

A simple decision framework: If your goal is understanding your own exposure to future Fed balance-sheet policy, start with your asset allocation, not with your opinion about the Fed. A household that's 80% equities and 20% home equity will experience the next QE or QT cycle very differently from a household that's 80% home equity and 20% cash regardless of where either household sits on the income spectrum.

Future Outlook: Base, Upside, and Downside Scenarios

Base case: The Fed continues its modest, reserve-management-driven balance-sheet growth (around $40 billion a month) through 2026–2027 without a return to full stimulus-scale QE, absent a new economic shock. Under this path, the equity channel remains the dominant driver of top-end wealth-share movements, largely tracking stock-market performance rather than Fed balance-sheet actions specifically, while housing gains stay comparatively muted given still-elevated mortgage rates relative to the 2020–2021 period.

Upside scenario (for broad-based wealth gains): A recession or financial-stability event prompts a larger-scale QE response paired with substantial, well-targeted fiscal support (as in 2020–2021), which could again produce a faster labor-market recovery that narrows even if temporarily the gap in outcomes between asset owners and paycheck-dependent households. This scenario's distributional benefit depends heavily on the fiscal policy accompanying it, not on the monetary policy alone.

Downside scenario: A larger QE round without matching fiscal support, or one that reignites inflation the way 2021–2022 did, would likely repeat the 2020–2022 pattern of an initial across-the-board tailwind for asset owners and workers, followed by an inflation shock that erodes real wages and cash savings for lower-wealth households more than it erodes the paper gains of asset owners reproducing, and potentially widening, the wealth gap the DFA data already show.

Key variables to watch: the pace and size of Fed balance-sheet growth from its current ~$6.7 trillion level; whether any future easing is paired with fiscal transfers or occurs in isolation; equity valuations, given how concentrated equity ownership now is; and mortgage-rate trends, which will determine whether the housing channel reopens meaningfully for middle-wealth households or stays constrained.

Key Takeaways

  1. As of Q1 2026, the top 1% of U.S. households hold 31.6% of household net worth ($55.0 trillion); the bottom 50% hold about 2.5%.
  2. Equity ownership is far more concentrated than overall wealth: the top 1% holds just over 50% of household corporate equities and mutual funds; the bottom 50% holds about 1%.
  3. QE's fastest, largest gains flow through the equity channel to households that already own equities — overwhelmingly upper-wealth households.
  4. The housing channel is more broadly shared but smaller and slower, benefiting existing homeowners across the middle of the wealth distribution while doing nothing for renters.
  5. The employment channel is the main way QE has historically benefited lower-wealth households, though its effects show up as avoided income loss rather than visible wealth gains.
  6. The 2008–2014 recovery was sharply unequal: the top 1% and top 10% recovered pre-crisis wealth shares within one to two years; the bottom 50% took roughly a decade to recover its (already small) 2007 wealth share.
  7. The 2020–2022 round distributed more benefit to lower-wealth households via the labor market and fiscal support than the 2008 round did, but the 2022 inflation surge and subsequent rate cycle offset much of that relative gain.
  8. Neither "QE only helps the rich" nor "QE helps everyone equally" fully matches the evidence; the accurate account is channel-specific and asset-composition-dependent.
  9. The Fed's balance sheet, after quantitative tightening brought it from a $8.93 trillion 2022 peak down to $6.539 trillion by December 2025, is modestly expanding again as of mid-2026 for reserve-management reasons, not as new stimulus.
  10. The single best predictor of how the next QE or QT cycle will affect your household is your own asset composition equities, real estate, or cash not your income level alone.

Frequently Asked Questions

What is quantitative easing in simple terms?

Quantitative easing is when a central bank creates new bank reserves and uses them to buy large quantities of government bonds and other securities from the financial system, aiming to push down longer-term interest rates and encourage lending and investment when short-term rates are already near zero.

Is quantitative easing just printing money?

Not in the everyday sense of handing out cash. The Fed creates reserves that exist only within the banking system and exchanges them for bonds already held by banks and investors; no currency is physically printed, and the reserves don't directly become spendable income for households. The economic effect expanding the money supply and easing financial conditions is real, but the mechanism is a balance-sheet operation, not a cash distribution.

Is QE a good thing for the economy?

The evidence is mixed and depends on the standard used. Most economists agree QE helped prevent deeper recessions in 2008–2009 and 2020 by lowering borrowing costs and supporting asset prices and employment. Critics point out that it also concentrated wealth gains among existing asset owners and, in the 2020–2022 case, may have contributed to the highest inflation in four decades. Both effects appear to be real; how you weigh them is partly a values question, not just a data question.

Is the Fed going to start QE again?

As of mid-2026, the Fed ended its post-pandemic quantitative tightening program on December 1, 2025, and announced it would resume modest balance-sheet growth (around $40 billion a month) to maintain what it calls "ample reserves." Fed officials have described this as a technical reserve-management operation rather than a return to stimulus-scale QE, but the distinction matters less for markets than the direction: the balance sheet, after years of shrinking, is growing again.

How is quantitative easing done?

The Federal Reserve's trading desk at the New York Fed conducts purchases of Treasury securities and agency mortgage-backed securities from primary dealers and other counterparties in the open market, crediting the reserve accounts those dealers' banks hold at the Fed in exchange. The purchases are typically announced in advance as an ongoing pace (for example, a set dollar amount per month) rather than executed all at once.

Conclusion

The honest answer to "who got richer from quantitative easing" is not a slogan it's a breakdown by asset class and ownership. Equity owners, concentrated overwhelmingly in the top 10% and especially the top 1% of the wealth distribution, captured the largest and fastest gains because QE's core mechanism pushing investors out of safe assets and into risk assets hits equity valuations hardest and equity ownership is the most concentrated form of household wealth the Fed tracks. Homeowners captured real, more broadly shared, but smaller and slower gains through rising property values. Workers, especially in the 2020–2022 round, captured benefits through a faster labor-market recovery that don't show up as wealth at all but mattered enormously to households living paycheck to paycheck. The 2026 data confirm this pattern hasn't reversed: the top 1%'s wealth and equity shares sit near record highs, even as the Fed's balance sheet, after years of shrinking, has quietly begun to grow again.

If you want to actually track how the next phase of Fed policy will affect people like you, the DFA's quarterly releases are the single best public resource for doing it and they're free.

Stay ahead of the next Distributional Financial Accounts release. If you found this breakdown useful, consider following the Fed's quarterly DFA updates directly, or subscribing to a quarterly briefing that tracks wealth-share and asset-composition shifts as new data lands so the next release, and the next balance-sheet decision, doesn't catch you off guard.

Disclaimer: This article is for educational and informational purposes only. It does not constitute investment, financial, or policy advice. Past distributional effects of monetary policy are not predictive of future outcomes. Readers should consult qualified professionals for personal decisions.

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