# ADP Research: Why the jobs picture is more than hiring [Canonical reading](https://escapemeridian.com/readings/adp-research-why-the-jobs-picture-is-more-than-hiring-f5842d92) In a September 9, 2025 article, ADP Research argues that hiring alone cannot explain the labor market: pay growth, hours worked and productivity also shape the economic picture. ADP Research says pay growth has stabilized above pre-pandemic rates while the extra pay associated with changing jobs has shrunk, leaving workers less financial incentive to quit. It warns that elevated wage growth could make it harder to return to very low inflation, especially for services. At the same time, workers are putting in fewer hours and more people are working part time, which may offset some of the effect of wage gains. Productivity is the potential counterweight: if its recent momentum continues, ADP Research says it could support the economy; if not, higher labor costs and slower growth in output could weaken it. The article’s conclusion is that the economy is performing well mainly because consumer spending is holding up, but the combined signals make it difficult to tell whether the job market is at a natural equilibrium or poised to weaken further. 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 ADP Research · Article Original source date: Sep 9, 2025 (2025-09-09). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-12T07:23:28.399Z. First observed: 2026-10-29T07:49:35.315Z. Retrieved: 2026-10-30T17:43:57.799Z. - [Behind the big picture](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Limits Text as retrieved on October 30, 2026; originally published September 9, 2025. ## Open question Will productivity gains continue strongly enough to offset fewer hours worked and elevated wage growth? ## Source-stated ADP Research argues that pay growth, hours worked and productivity make the jobs picture more complex than hiring alone. > Pay growth, hours worked, and productivity are combining to make the jobs picture more complex than the sum of its parts. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source-stated ADP Research says the pay premium for switching jobs has shrunk and workers have less financial incentive to quit. > The return for switching jobs was about 2.6 percent in August and has been below 3 percent for the past two years. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source-stated ADP Research says average hours worked has been edging down since 2020, while the share of part-time workers has grown. > Since 2020, when the typical worker put in 36 hours a week, average hours worked has been edging down. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source-stated ADP Research argues that continued productivity momentum could help the U.S. economy, while a loss of momentum could mean higher labor costs and slower output growth. > If that second-quarter momentum continues, productivity could be a kingmaker for the U.S. economy. If it doesn’t, the result could be higher labor costs and slower growth in outputs, which could weaken the economy. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source-stated ADP Research concludes that consumer spending is supporting the economy, while other labor indicators make the job market’s direction harder to discern. > making it more difficult to discern whether the job market is at a natural equilibrium or, because of factors lurking in its background, is poised to weaken further. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source and contributor context ADP Research · 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. ## TIME TIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services. - [Explore this context](/entities/time) - [Reference](https://time.com/) ## Editorial provenance Version 1. Publication ID: 1b8f731e-28dc-1b69-cef1-37080da8f01f. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-12T07:18:56.853Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: d55bfb80db79213060f935e99035eff8e1635cbacf742151b2eefcc2c6b57f33. Source text hash: fa93617cc39cc872f91f8e95f860cded233cf4f75fe8bce1ed91cb98b0960e71. ## Revision and source-check history ### Version 1 — 2026-11-12T07:23:28.399Z In a September 9, 2025 article, ADP Research argues that hiring alone cannot explain the labor market: pay growth, hours worked and productivity also shape the economic picture. ADP Research says pay growth has stabilized above pre-pandemic rates while the extra pay associated with changing jobs has shrunk, leaving workers less financial incentive to quit. It warns that elevated wage growth could make it harder to return to very low inflation, especially for services. At the same time, workers are putting in fewer hours and more people are working part time, which may offset some of the effect of wage gains. Productivity is the potential counterweight: if its recent momentum continues, ADP Research says it could support the economy; if not, higher labor costs and slower growth in output could weaken it. The article’s conclusion is that the economy is performing well mainly because consumer spending is holding up, but the combined signals make it difficult to tell whether the job market is at a natural equilibrium or poised to weaken further. ## Original source ADP Research · Article Original source date: Sep 9, 2025 (2025-09-09). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-12T07:23:28.399Z. First observed: 2026-10-29T07:49:35.315Z. Retrieved: 2026-10-30T17:43:57.799Z. - [Behind the big picture](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Limits Text as retrieved on October 30, 2026; originally published September 9, 2025. ## Open question Will productivity gains continue strongly enough to offset fewer hours worked and elevated wage growth? ## Source-stated ADP Research argues that pay growth, hours worked and productivity make the jobs picture more complex than hiring alone. > Pay growth, hours worked, and productivity are combining to make the jobs picture more complex than the sum of its parts. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source-stated ADP Research says the pay premium for switching jobs has shrunk and workers have less financial incentive to quit. > The return for switching jobs was about 2.6 percent in August and has been below 3 percent for the past two years. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source-stated ADP Research says average hours worked has been edging down since 2020, while the share of part-time workers has grown. > Since 2020, when the typical worker put in 36 hours a week, average hours worked has been edging down. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source-stated ADP Research argues that continued productivity momentum could help the U.S. economy, while a loss of momentum could mean higher labor costs and slower output growth. > If that second-quarter momentum continues, productivity could be a kingmaker for the U.S. economy. If it doesn’t, the result could be higher labor costs and slower growth in outputs, which could weaken the economy. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source-stated ADP Research concludes that consumer spending is supporting the economy, while other labor indicators make the job market’s direction harder to discern. > making it more difficult to discern whether the job market is at a natural equilibrium or, because of factors lurking in its background, is poised to weaken further. - [Supporting source](https://www.adpresearch.com/main-street-macro/behind-the-big-picture) ## Source and contributor context ADP Research · 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. ## TIME TIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services. - [Explore this context](/entities/time) - [Reference](https://time.com/) ## Editorial provenance Version 1. Publication ID: 1b8f731e-28dc-1b69-cef1-37080da8f01f. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-12T07:18:56.853Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: d55bfb80db79213060f935e99035eff8e1635cbacf742151b2eefcc2c6b57f33. Source text hash: fa93617cc39cc872f91f8e95f860cded233cf4f75fe8bce1ed91cb98b0960e71. ### passed — 2026-11-12T07:18:56.853Z — anthropic/claude-opus-5.5 Publication: 1b8f731e-28dc-1b69-cef1-37080da8f01f attribution — pass: The piece is a single ADP Research article with its own argument, including a 'My take' section. The reading consistently attributes the claims to ADP Research. No individual author is named in the text, so publisher attribution is appropriate. > Behind the big picture of our slowing job market is an economy whose whole is greater than the sum of its parts. summary — pass: The reading faithfully covers the source's three background factors: pay growth, hours worked and productivity. It also includes the source's conditional productivity outlook and its equilibrium-versus-weakening conclusion. Terms such as the job-switching pay premium are explained in plain words. The question follows directly from the source's productivity discussion and is not leading. > Fewer hours and higher wages could make the difference when it comes to productivity date — pass: The reading states September 9, 2025, which matches originalPublished at day precision. The source's 'week ahead' items are consistent with that date. There is no hindsight framing, and the forecasts remain conditional and attributed. The limitation notes the later retrieval date. > Tuesday: The Bureau of Labor Statistics will release benchmark revisions to its employment data for the 12 months ending in March 2025. support — pass: Each claim is supported by its quoted excerpt. The inflation and hours-offset statements keep the source's hedged wording ('might', 'could'). No unsupported benefits, costs or stakeholders are introduced. > even solid wage growth might not be enough to make up for the reduction in hours worked. media — pass: No media was selected, and no verified media candidates were supplied, so there is no identity or relevance problem. ## Recorded references Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter. No public references recorded here yet. [Reference data (JSON)](/readings/f5842d92c27e20ff9305f30ff3652941a6653bcf9b3856913c5e52edb0d8c615/references.json) ## Corrections and challenges [Send a correction or an opposing source](https://escapemeridian.com/corrections/) [JSON record](https://escapemeridian.com/readings/adp-research-why-the-jobs-picture-is-more-than-hiring-f5842d92.json)