• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
SuccessEmployment

The U.S. has millions of ‘missing’ workers—but the gap largely isn’t being caused by COVID-19, study finds

By
Chloe Taylor
Chloe Taylor
Down Arrow Button Icon
By
Chloe Taylor
Chloe Taylor
Down Arrow Button Icon
March 30, 2023, 8:06 AM ET
A group of office workers have a meeting in a conference room.
The U.S. has millions of "missing" workers, according to a new study. Thomas Barwick/Getty Images

Lifestyle choices are having more influence on people’s working patterns than any residual effects of COVID-19, a new study has suggested.

In a research paper published Wednesday ahead of an annual conference run by the Brookings Institution thinktank, Katharine Abraham, a University of Maryland economics professor and former U.S. Bureau of Labor Statistics commissioner, and Lea Rendell, a University of Maryland doctoral candidate, examined how the labor force had changed since the COVID-19 pandemic.

According to the paper, titled ‘Where Are the Missing Workers?’, the number of Americans looking for work plummeted by more than 3 percentage points during the first two months of the pandemic—representing a decline of 8.2 million people.

Around half of that drop was “quickly regained,” the study’s authors said, with workforce participation recovering further in the second half of 2021.

However, Abraham and Rendell found that since then, “participation again appears to have stagnated.”

Over the 12 months ending December 2022, they said, labor force participation was about 0.9 percentage points lower than the 12-month average ending Feb. 2020—a shortfall close to 2.4 million workers.

During the same period, the average hours worked per week also declined by around 0.6 hours, the study said—contributing an additional labor shortfall that the study’s authors said was the equivalent of another 2.4 million workers.

After accounting for changing population demographics that influence people’s willingness to work, like age and education levels, they estimated there had been a post-pandemic decline in workforce participation of around 0.5 percentage points.

‘Should have been anticipated’

“Much of the decline in labor force participation over the past three years should have been anticipated even absent the pandemic,” they wrote in their paper.

According to official data, 62.5% of Americans were working or looking for work in February, 0.8 percentage points fewer than had been doing so in February 2020, shortly before U.S. states began to implement lockdown measures.

The study estimated that less than half of the missing workers’ lack of participation could be attributed to fear or catching COVID or having developed long COVID.

Just 700,000 missing workers were estimated to not be participating in the workforce due to long COVID, they study’s authors said.

“We believe that both fear of COVID and long COVID have put downward pressure on the participation rate, though in both cases we estimate the magnitude of the effect to be considerably smaller than some previous analyses have suggested,” its authors wrote.

They offered another suggestion for what might have caused the stagnation in the labor market: a post-pandemic change in the way Americans feel about work.

“Consistent with a considerable amount of anecdotal evidence, it is possible that the lower level of hours [worked] reflects a broad-based re-evaluation regarding the balance people wish to strike between their work and personal lives,” the study’s authors wrote.

They pointed to trends like “quiet quitting” and noted that the media was full of stories about professionals stepping back from “demanding working schedules.”

Subscribe to Well Adjusted, our newsletter full of simple strategies to work smarter and live better, from the Fortune Well team. Sign up today.
About the Author
By Chloe Taylor
LinkedIn iconTwitter icon
See full bioRight Arrow Button Icon

Latest in Success

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Success

Macquarie bets impact investing can fill an Asian financial access gap for the ‘missing middle’
AsiaAustralia
Macquarie bets impact investing can fill an Asian financial access gap for the ‘missing middle’
By Nicholas GordonApril 1, 2026
2 hours ago
Ayesha and Stephen Curry
C-Suitephilanthropy
Warren Buffett revives his legendary charity lunch auction—this time with Stephen Curry. His last one raised $19 million
By Jacqueline MunisApril 1, 2026
5 hours ago
Nvidia CEO Jensen Huang
SuccessJobs
Nvidia CEO Jensen Huang’s advice to workers scared of AI: You’re just confusing your job with the tools you use to do it
By Emma BurleighApril 1, 2026
8 hours ago
COVID gave us hybrid work. The Iran war might give us a four-day week—and this time, experts say it could stick
SuccessFour day work week
COVID gave us hybrid work. The Iran war might give us a four-day week—and this time, experts say it could stick
By Orianna Rosa RoyleApril 1, 2026
10 hours ago
Late Apple cofounder Steve Jobs
SuccessCareers
Steve Jobs sold his Volkswagen to raise $1,300 for Apple’s first computer. He became a millionaire just two years later at 23
By Emma BurleighApril 1, 2026
12 hours ago
Steve Jobs behind a Nemo sign
SuccessBillionaires
Steve Jobs didn’t actually become a billionaire thanks to leading Apple—but rather from his work with a film company he bought off George Lucas
By Preston ForeApril 1, 2026
12 hours ago

Most Popular

Jerome Powell says the $39 trillion national debt is ‘not unsustainable,’ but warns the trajectory ‘will not end well’
Economy
Jerome Powell says the $39 trillion national debt is ‘not unsustainable,’ but warns the trajectory ‘will not end well’
By Fortune EditorsMarch 30, 2026
2 days ago
Two-thirds of parents say their adult Gen Z kids still rely on them financially  for support—even though it's putting them under strain
Success
Two-thirds of parents say their adult Gen Z kids still rely on them financially  for support—even though it's putting them under strain
By Fortune EditorsMarch 31, 2026
1 day ago
Kevin O'Leary says if you earn $68,000 a year and follow this rule, you'll retire a millionaire
Personal Finance
Kevin O'Leary says if you earn $68,000 a year and follow this rule, you'll retire a millionaire
By Fortune EditorsMarch 31, 2026
1 day ago
A man used AI to call 3,000 Irish bartenders to track the cost of Guinness. Now pubs are lowering their prices to compete
AI
A man used AI to call 3,000 Irish bartenders to track the cost of Guinness. Now pubs are lowering their prices to compete
By Fortune EditorsMarch 30, 2026
2 days ago
Hiring just hit a level not seen since the economy was ‘closed down literally’ during COVID, top economist says
Economy
Hiring just hit a level not seen since the economy was ‘closed down literally’ during COVID, top economist says
By Fortune EditorsMarch 31, 2026
1 day ago
Markets cheer as Trump threatens to abandon Iran war, but Jamie Dimon sides with allies: ‘Win this thing and clean up the straits’
Energy
Markets cheer as Trump threatens to abandon Iran war, but Jamie Dimon sides with allies: ‘Win this thing and clean up the straits’
By Fortune EditorsMarch 31, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.