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The Great Retirement Boom": The Pandemic-Era Surge in Retirements and Implications for Future Labor Force Participation

Joshua Montes, Christopher Smith, and Juliana Dajon Federal Reserve Board
Date Posted:
December 13, 2022
Is Database:
Database

The retired share of the US population was 1.5pp above pre-pandemic trend in Oct 2022, with 3.5mm retirees accounting for nearly all of the shortfall in LFP rates.

In October 2022, the retired share of the US population was 1.5 percentage points above its pre-pandemic trend, with 3.5m retirees accounting for nearly all of the shortfall in Labor Force Participation [LFP] rates. Despite some recovery in LFP since the pandemic's onset, it remained 1.5 percentage points below February 2020 levels. The increase in retirements, driven by the aging Baby Boomer cohort, was exacerbated by the pandemic, resulting in excess retirements of about 2.1m people. This surge in retirements is unlikely to reverse soon, as most excess retirements are among those aged 65 and older, who would likely retire in greater numbers regardless. Consequently, the retired share may remain elevated, impacting LFP rates and posing challenges for economic policy and labor market dynamics.

In October 2022, the retired share of the American population was 1½ percentage points above its pre-pandemic trend. These 3.5 million workers account for essentially all of the shortfall in labor force participation rates., “…Despite some improvement in the labor force participation rate for the working-age population since the early stages of the pandemic, the LFPR in October 2022 remained nearly 1½ percentage points below its pre-pandemic, February 2020 level (after making adjustments for changes in population weights introduced from the 2020 Census). The importance of retirements in accounting for this shortfall is illustrated in Figure 1, which shows the percentage of the working-age population that is not in the labor force for different reasons (black line) relative to February 2020, based on responses to the Current Population Survey. While earlier in the pandemic, factors other than retirements were an important contributor to elevated non-participation (such as non-participation while caregiving, the orange line), the percent of the population that was not in the labor force and retired (the “retired share”) has steadily increased and in October 2022 was almost 1½ percentage points above its pre-pandemic level, representing an increase of more than 3½ million retirees and accounting for essentially all of the total shortfall in the LFPR….”

The Great Retirement Boom": The Pandemic-Era Surge in Retirements and Implications for Future Labor Force Participation: Extended Excerpt Image 1

The Evidence

The pre-pandemic trend, “…Even in the absence of the pandemic, the retired share would likely have risen, albeit more gradually, due to shifts in the age distribution of the population toward ages traditionally associated with higher retired shares (primarily, the movement of the Baby Boomer cohort into older ages). As one illustration of the importance of population aging, Figure 2 plots the retired share (solid line) alongside a counterfactual trend (dashed line)….”

“…. This trend is an estimate of how the retired share would have evolved in the absence of the pandemic and is derived by assuming the continuation of pre-pandemic, age-specific trends in retired shares, assuming the state of the business cycle remained similar to pre-pandemic levels, and accounting for the actual changes in the age distribution over this period (in section III, we discuss in more detail the calculation of this and other counterfactual retired shares). Over the five years prior to the pandemic, the retired share increased about 0.2 percentage point per year, and plausibly would have continued increasing at a similar pace in the absence of the pandemic. As of October 2022, the retired share remained 0.6 percentage point above the pre-pandemic expected trend, or about 1.6 million people (Figure 2). This gap between the actual and expected lines is an estimate of “excess retirements,” and the excess retirements gap remains sizeable. In fact, the retired share was slightly below trend just prior to the pandemic (about 0.2 percentage point), implying that excess retirements as a share of the population have increased by about 0.8 percentage point since February 2020, or about 2.1 million people. That increase in excess retirements explains a little more than half of the 1.4 percentage point increase the total retired share since February 2020, whereas the increasing expected retired share explains the rest (see Figure 3)….”

“…Thus, less than half of the increase in the retired share to date would likely have occurred even in the absence of the pandemic, suggesting that more than half of the current LFPR shortfall is a direct result of the pandemic on retirement….First, as discussed above, more than half of the increase in the retired share relative to February 2020 is due to an increase that would have been expected in the absence of the pandemic. Second, about two-thirds of the total increase in the excess retired share is attributable to those who were age 65 and older at the start of the pandemic, with a particularly sharp increase in excess retirements among those age 70 and older. The remaining one-third of the increase in the excess retired share is attributable to those age 55 to 64 when the pandemic began. Third, there is also substantial heterogeneity across education, race, and ethnic groups, with retired shares for those age 65 and older increasing more than expected for Whites relative to Blacks and Hispanics, and for those with a college education relative to those without….…Because the retired share has remained significantly elevated since increasing substantially at the start of the pandemic and has shown little sign of converging towards its ex-pandemic counterfactual, it may take some years for retirement behavior to normalize relative to pre-pandemic norms and for the retired share of the population to converge toward what it would be in the absence of pandemic-related influences. We view it as unlikely, however, that the retired share will fall substantially towards its pre-pandemic trend and that those who retired early will return to the labor force in large numbers, since most of the excess retirements are concentrated among people who are 65 and older who (given their age) would likely be retiring in greater numbers anyway over the next few years. That assessment is supported by the stabilization of the unretirement rate at its pre-pandemic level, well below the level it would need to reach for the retired share to fall substantially…”

Joshua Montes, Christopher Smith, and Juliana Dajon, " "The Great Retirement Boom": The Pandemic-Era Surge in Retirements and Implications for Future Labor Force Participation,"Federal Reserve Board, November 2022, https://www.federalreserve.gov/econres/feds/the-great-retirement-boom.htm

Brandon Adams Comment:"This is a great paper. I think the labor force participation rate could converge toward its pre-pandemic trend line faster than envisioned in this paper. The paper ignores asset markets altogether, and it seems clear to me that rapidly inflating retirement accounts in 2021 was a big part of this story. Towards the tail end of the time period covered in this paper, retirees met the unwelcome duo of rapidly decreasing asset prices and rapidly increasing consumer prices. This might or might not bring people in their 60s or 70s out of retirement, but it will almost surely slow the exit rate of those aged 40-60, and it might also bring back into the labor force some people in that age range who are currently sitting out."

  • Business Cycle
  • GDP
  • Workforce
    • Unemployment/Participation
Previous articleDecember 13, 2022China Readying $143 Billion Package for its Chip Firms in Face of U.S. Curbs.@Reuters reports that China will shortly announce a $143B package to support their semiconductor industry, largely via subsidies for the purchase of domestically-produced semiconductor equipment.Next articleDecember 14, 2022Second Great Experiment Second Update.@JohnHCochrane argues that the current trajectory of inflation is coming in on the “rational expectations” side, inflation is stable. He also notes that 1975 might be good precedent – inflation did fade – but took off again with new shocks.
Showing 218 database articles primarily about Business Cycle

3% vs. 60%

AI Summary. Direct lending represents roughly 3% of total U.S. household and business debt, a fraction of the 60% share mortgages held at the peak of the housing bubble.

Torsten Sløk Apollo
Date Posted:
April 8, 2026
Is Database:
Database

Torsten Sløk notes the direct lending market is ~$2T or 3% of household and non-financial debt outstanding. To provide context, he shows that in 2006, on the eve of the crisis, mortgages accounted for ~60% of such debt.

Core argument: Direct lending represents a small but growing alternative to traditional bank financing for businesses and households.

The direct lending market is roughly $2 trillion, or about 3% of total debt outstanding for US households and businesses. By comparison, mortgages accounted for about 60% of total household and corporate debt at the peak of the housing bubble in 2006.

Takeaways by Macro Roundup® AI

  1. Direct lending represents a small but growing alternative to traditional bank financing for businesses and households.
  2. The mortgage market’s dominance has shifted dramatically since the 2006 housing peak, reducing systemic risk concentration.
  3. Non-bank lenders now capture meaningful market share in credit provision across the economy.

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Top 10% of Earners Drive a Growing Share of US Consumer Spending

Jonnelle Marte Bloomberg
Date Posted:
September 17, 2025
Is Database:
Database

Mark Zandi finds Americans in the top 10% of the income distribution accounted for 49.2% of consumer spending in Q2, the highest level since 1989.

Consumers in the top 10% of the income distribution accounted for 49.2% of total spending in the second quarter, up from 48.5% in the first quarter, reaching the highest level in data going back to 1989, according to an analysis of Federal Reserve data by Mark Zandi, chief economist for Moody’s Analytics. In contrast, the bottom 80% of the income distribution, or consumers making less than roughly $175,000 a year, have seen their spending merely keep pace with inflation since the pandemic.

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  • Business Cycle
  • GDP
  • Workforce
    • Inequality

Litigation Nation, Engineering Empire

Jonathon Sine Cogitations
Date Posted:
September 2, 2025
Is Database:
Database
Is Important:
Important

Jonathon Sine argues China “is moving beyond its breakneck industrial prime, facing similar dilemmas to those America confronted in the 1960s and 70s.” The ratio of science/engineering to humanities undergraduate majors is 2:1 in both the PRC and US.

Dan Wang’s “big idea” [is] “China is an engineering state, building big at breakneck speed, in contrast to the United States’ lawyerly society, blocking everything it can, good and bad.” I re-group US college majors according to Chinese disciplines to allow for rough comparison. Surprisingly, the ratio of science/engineering to humanities/social sciences is 2:1, the same as in China (if one groups management with science/engineering, as I also do for China). As with China today, America’s breakneck building phase was decidedly winding down by the 1960s. Urbanization went from 40% in 1900 to 70% by 1960, and grew much more incrementally over the next 60 years to 85% by 2020. The country simply did not need to continue building dams, expressways, and energy production facilities at breakneck pace. It became much more a matter of maintaining and upgrading (which has not gone well, at least according to the American Society of Civil Engineers’ report card). The American [building/investment slowdown that started after the 1970s] may be more about structural economic shifts than lawyers.

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  • Business Cycle
  • GDP
    • Growth

How America’s AI Boom Is Squeezing The Rest Of The Economy

Economist Staff The Economist
Date Posted:
August 19, 2025
Is Database:
Database
Is Important:
Important

As AI-related investment has risen since 2023, residential and nonresidential investment have declined or flatlined. This may suggest that a relatively rate-insensitive AI buildout is crowding out more interest-sensitive forms of investment.

Something like a sixth of the 2% rise in American real GDP over the past year has come from investments in computer and communications equipment, including chips, and data centres. Add in the grid upgrades to power AI models, plus the intellectual-property value of the software itself, and one estimate puts the boom’s contribution to real GDP growth at 40%. The trouble is that the very sector powering so much of America’s economic growth is squeezing the rest of its output. Housebuilders, for instance, cannot afford to be blithe about higher borrowing costs. Data centres have also constrained the rest of the economy by keeping energy prices high. Average American electricity bills have risen by 7% so far in 2025, at least in part due to the extra strain data centres have put on the grid. Real consumption has flatlined since December. Housebuilding has slumped, as has non-AI business investment.

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  • Business Cycle
  • GDP
  • Productivity
    • Innovation/Research
    • Investment

Is it Over?

Joseph Wang Fed Guy Blog
Date Posted:
August 18, 2025
Is Database:
Database

Following tepid reactions to the release of GTP-5, Joe Wang observes, “It is looking more like companies are spending hundreds of billions on rapidly depreciating GPUs that produce a commoditized product that most clients only modestly benefit from.”

GPT-5 users widely expressed disappointment in the capabilities of the new release, which seemed in some ways a step back. This sentiment is reflected in benchmarks that show a modest improvement in capabilities since the significant improvement in version 4 released two years ago. In addition, the benchmarks suggest a broader convergence in the capabilities of AI models. Commentary suggests this could be due to inherent limitations in the LLM technology and exhaustion of new training data. AI is fascinating technology, but it may not justify the enormous sums spent in its pursuit. It is looking more like companies are spending hundreds of billions on rapidly depreciating GPUs that produce a commoditized product that most clients only modestly benefit from. The entire macro landscape would look very different without the support of the AI boom.

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  • Business Cycle
  • GDP
    • Financial Markets
  • Productivity
    • Innovation/Research
    • Investment

US Households and Firms Are in Great Shape

Torsten Sløk Apollo
Date Posted:
March 31, 2025
Is Database:
Database

​​Torsten Sløk notes that US household and banking sector debt has fallen to its lowest level in decades as a % of GDP, while corporate leverage has moved sideways. “The bottom line is that the private sector in the US is in incredibly good shape.”

Household sector leverage and banking sector leverage have declined significantly since 2008. Over the same period, federal government leverage has increased significantly, and corporate leverage has moved sideways. The bottom line is that the private sector in the US is in incredibly good shape.

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    • Government Spending
  • GDP
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