Federal Reserve Bank of New York · Jan 12, 2026
Chakrabarti, Pham, Pierce, and Pinkovskiy argue in Liberty Street Economics that disability employment rose
Markdown · JSON · Original source
The authors published this post on January 12, 2026. Rajashri Chakrabarti, Thu Pham, Beck Pierce, and Maxim L. Pinkovskiy report that people with disabilities aged 25–54 are much less likely to be employed than people without disabilities, though their employment rate rose substantially after the pandemic. They say the gap narrowed mainly because among people with disabilities increased, not because unemployment rates converged. Unemployment remains higher for people with disabilities, so both lower participation and higher unemployment contribute to the employment gap. The authors suggest expanded work from home opportunities may have helped, particularly for people with physical or care disabilities. They also raise the possibility that long COVID increased the share of people with disabilities who remained able to work, including remotely; these are possible explanations, not demonstrated causes. Their conclusion is that the employment increase suggests low labor force participation among people with disabilities may not be constant, and they will continue monitoring these outcomes. The analysis covers the civilian noninstitutional population, excluding active-duty members of the U.S. armed forces and people confined to, or living in, institutions or facilities. How much each proposed factor contributed to the employment rise remains unknown.
Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims.
Original source
Federal Reserve Bank of New York · Article
Source details
Original source date: Jan 12, 2026 (2026-01-12T12:00:00.000Z).
Date basis: Date supplied by the publisher’s feed.
Added to Escape Meridian: 2026-11-09T07:13:24.734Z. First observed: 2026-10-23T14:24:09.047Z. Retrieved: 2026-10-23T14:25:45.903Z.
Referenced by
Recorded citations and public file attachments. A reference alone does not establish agreement or influence.
No public references recorded here yet.
Limits
Text as retrieved on October 23, 2026; originally published January 12, 2026. The authors describe work from home opportunities and long COVID as possible contributors; the post does not establish how much either explains the employment rise. The CPS sample covers the civilian noninstitutional population; it excludes active-duty members of the U.S. armed forces and people confined to, or living in, institutions or facilities.
Open question
How much of the employment rise reflects expanded work from home opportunities, rather than other changes the authors discuss?
Source-stated
The post was published on January 12, 2026.
January 12, 2026 Disability in the Labor Market: Employment and Participation
Source-stated
The authors report a substantial employment gap between prime-aged people with and without disabilities.
more than 83 percent of the population aged 25-54 who do not have a disability were employed in August 2025, only about 45 percent of people with disabilities aged 25-54 were employed.
Source-stated
The authors attribute the post-pandemic narrowing of employment-rate differences mainly to rising labor force participation among people with disabilities.
the convergence in employment rates between people with and without disabilities is driven by the convergence in their labor force participation rates.
Source-stated
The authors suggest expanded work from home opportunities and long COVID may have contributed to the employment increase.
The significant increase in employment for people with disabilities during the post-pandemic period may be a consequence of the interplay of two factors: increased remote-work opportunities and an increase in the fraction of people with disabilities due to COVID.
Source-stated
The authors conclude that low labor force participation among people with disabilities may not be constant and say they will continue monitoring their labor market situation.
it also suggests that the low labor market participation of people with disabilities may not be a constant and we will continue to monitor their labor market situation in future releases of the EHIs.
Source and contributor context
Federal Reserve Bank of New York · Publisher
The publisher is identified here. No individual author has been inferred.
Source media
Media retrieval status: unchecked.
Terms and references
Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.
Labor-force participation
The share of working-age people who have a job or are looking for one.
Editorial provenance
Version 1. Publication ID: a9764e29-e7a6-a349-99eb-c8810a064f0b.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-09T07:09:23.153Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_screen.
Observation: 1ebaf5d630009b394bf1978b86b804c3e2071a404c08b4e021720cf5c33f726c. Source text hash: 2b2771f0e371e055b0c3d683cb936bfb5369501a2d14e42f6a48f2d8cbd73811.
Revision and source-check history
Version 1 · 2026-11-09T07:13:24.734Z
Chakrabarti, Pham, Pierce, and Pinkovskiy argue in Liberty Street Economics that disability employment rose
The authors published this post on January 12, 2026. Rajashri Chakrabarti, Thu Pham, Beck Pierce, and Maxim L. Pinkovskiy report that people with disabilities aged 25–54 are much less likely to be employed than people without disabilities, though their employment rate rose substantially after the pandemic. They say the gap narrowed mainly because among people with disabilities increased, not because unemployment rates converged. Unemployment remains higher for people with disabilities, so both lower participation and higher unemployment contribute to the employment gap. The authors suggest expanded work from home opportunities may have helped, particularly for people with physical or care disabilities. They also raise the possibility that long COVID increased the share of people with disabilities who remained able to work, including remotely; these are possible explanations, not demonstrated causes. Their conclusion is that the employment increase suggests low labor force participation among people with disabilities may not be constant, and they will continue monitoring these outcomes. The analysis covers the civilian noninstitutional population, excluding active-duty members of the U.S. armed forces and people confined to, or living in, institutions or facilities. How much each proposed factor contributed to the employment rise remains unknown.
Original source
Federal Reserve Bank of New York · Article
Source details
Original source date: Jan 12, 2026 (2026-01-12T12:00:00.000Z).
Date basis: Date supplied by the publisher’s feed.
Added to Escape Meridian: 2026-11-09T07:13:24.734Z. First observed: 2026-10-23T14:24:09.047Z. Retrieved: 2026-10-23T14:25:45.903Z.
Limits
Text as retrieved on October 23, 2026; originally published January 12, 2026. The authors describe work from home opportunities and long COVID as possible contributors; the post does not establish how much either explains the employment rise. The CPS sample covers the civilian noninstitutional population; it excludes active-duty members of the U.S. armed forces and people confined to, or living in, institutions or facilities.
Open question
How much of the employment rise reflects expanded work from home opportunities, rather than other changes the authors discuss?
Source-stated
The post was published on January 12, 2026.
January 12, 2026 Disability in the Labor Market: Employment and Participation
Source-stated
The authors report a substantial employment gap between prime-aged people with and without disabilities.
more than 83 percent of the population aged 25-54 who do not have a disability were employed in August 2025, only about 45 percent of people with disabilities aged 25-54 were employed.
Source-stated
The authors attribute the post-pandemic narrowing of employment-rate differences mainly to rising labor force participation among people with disabilities.
the convergence in employment rates between people with and without disabilities is driven by the convergence in their labor force participation rates.
Source-stated
The authors suggest expanded work from home opportunities and long COVID may have contributed to the employment increase.
The significant increase in employment for people with disabilities during the post-pandemic period may be a consequence of the interplay of two factors: increased remote-work opportunities and an increase in the fraction of people with disabilities due to COVID.
Source-stated
The authors conclude that low labor force participation among people with disabilities may not be constant and say they will continue monitoring their labor market situation.
it also suggests that the low labor market participation of people with disabilities may not be a constant and we will continue to monitor their labor market situation in future releases of the EHIs.
Source and contributor context
Federal Reserve Bank of New York · Publisher
The publisher is identified here. No individual author has been inferred.
Source media
Media retrieval status: unchecked.
Terms and references
Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.
Labor-force participation
The share of working-age people who have a job or are looking for one.
Editorial provenance
Version 1. Publication ID: a9764e29-e7a6-a349-99eb-c8810a064f0b.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-09T07:09:23.153Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_screen.
Observation: 1ebaf5d630009b394bf1978b86b804c3e2071a404c08b4e021720cf5c33f726c. Source text hash: 2b2771f0e371e055b0c3d683cb936bfb5369501a2d14e42f6a48f2d8cbd73811.
passed · 2026-11-09T07:09:23.153Z · anthropic/claude-opus-5.5
Publication: a9764e29-e7a6-a349-99eb-c8810a064f0b
attribution — pass: The reading attributes the post to Rajashri Chakrabarti, Thu Pham, Beck Pierce and Maxim L. Pinkovskiy in Liberty Street Economics. The byline and citation line in the source match this. It is a single analytical post, not a listing. Causal explanations are kept as the authors' suggestions.
Rajashri Chakrabarti, Thu Pham, Beck Pierce, and Maxim L. Pinkovskiy
summary — pass: The summary accurately covers the main points: a large employment gap, a post-pandemic rise driven by participation rather than unemployment, persistently higher unemployment, the tentative work-from-home and long COVID explanations, and the authors' monitoring conclusion. Labor force participation is defined in the definitions list, and the age range 25–54 is stated. It omits the slight decline in employment since mid-2024, which the authors link to reduced telework. That nuance is minor, and the summary does not contradict it. The question addresses a real unresolved issue.
Since that point, the employment rate for people with disabilities has decreased slightly to its present level but still remains far above its pre-pandemic numbers.
date — pass: The reading gives January 12, 2026, which matches the UTC day of evidence.originalPublished and the source dateline and citation. The page was edited after publication (modifiedAt February 2026). The date comes from the original dateline, so the edit does not affect it. The reading does not use the related-posts sidebar and has no hindsight framing. This is a publisher page, so no archive disclosure is required.
January 12, 2026 Disability in the Labor Market: Employment and Participation
support — pass: Each claim is backed by verbatim text from the article body. Every cited passage is plainly part of the original piece, so the later edit does not cast doubt on them. The work-from-home and long COVID factors stay conditional. The point that work from home may have helped people with physical or care disabilities in particular matches the source. No benefits, costs or forecasts are invented.
especially salient for workers with physical and care disabilities, opening up remote work opportunities and consequently resulting in increases in their employment rates
media — pass: No media was selected, and no verified media candidates were supplied, so leaving media empty is appropriate.
Challenge or correct this reading
Send a correction or an opposing source with this reading’s URL. Disagreement and uncertainty can remain unresolved.
The share of working-age people who have a job or are looking for one.
Definition referenceThe share of working-age people who have a job or are looking for one.
Definition reference