# ADP Research on why turnover differs between small and large employers [Canonical reading](https://escapemeridian.com/readings/adp-research-on-why-turnover-differs-between-small-and-large-bd7608e9) ADP Research published this analysis on March 11, 2025. It argues that the labor market’s overall turnover figures conceal a growing split between the smallest and largest employers. The source says routine hiring patterns explain most changes in turnover, but small firms’ churn has stayed low while turnover at large firms has accelerated. It argues that movement at large employers has an amplified effect on overall employment because they have large headcounts. The article’s conclusion is that low turnover at small firms signals stability, while high turnover at large firms suggests that churn is far from over. ADP Research also describes how turnover varies with seasonal hiring, growth prospects and worker age. The article does not provide details here about how its turnover data were collected or how representative the employer categories are. 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: Mar 11, 2025 (2025-03-11). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-14T22:48:24.655Z. First observed: 2026-10-31T09:21:54.771Z. Retrieved: 2026-10-31T09:23:52.341Z. - [The other T word: Part II](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## Limits Text as retrieved on October 31, 2026; originally published March 11, 2025. The article does not provide details here about how its turnover data were collected or how representative the employer categories are. ## Open question What is driving the rising turnover at the largest employers, and how much does it affect overall employment? ## Source-stated ADP Research reports that turnover at the smallest firms declined and remained low, while turnover at the largest firms rose. > the turnover rate fell from 7.5 percent in January 2017 to 5.1 percent in January 2024 and 5 percent in January 2025 - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## Source-stated ADP Research says turnover at the largest employers increased, creating the widest gap between small and large firms in its data. > The 2.5 percentage-point difference in turnover between small and large firms is the largest we’ve seen in eight years of data. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## Source-stated ADP Research argues that turnover changes at large firms have an amplified effect on overall employment because those employers have large headcounts. > Any movement in turnover at the largest firms has an amplified impact on overall employment due to the large headcount of these organizations. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## Source-stated ADP Research concludes that low turnover at small firms signals stability, while high turnover at large firms suggests churn is continuing. > One signals ongoing stability. The other suggests that high turnover is far from over. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## 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. ## Editorial provenance Version 1. Publication ID: 335e8530-3aeb-d2cf-a753-20a454ba8a95. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T22:44:25.970Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: af471f2d9c2e16a3bd613f00ece2401f3b166c03b9bb864150420825887c56a5. Source text hash: f6882fdcee182d29d64911bc061f5f97dea4a6130c74c1700fdfdead07971fba. ## Revision and source-check history ### Version 1 — 2026-11-14T22:48:24.655Z ADP Research published this analysis on March 11, 2025. It argues that the labor market’s overall turnover figures conceal a growing split between the smallest and largest employers. The source says routine hiring patterns explain most changes in turnover, but small firms’ churn has stayed low while turnover at large firms has accelerated. It argues that movement at large employers has an amplified effect on overall employment because they have large headcounts. The article’s conclusion is that low turnover at small firms signals stability, while high turnover at large firms suggests that churn is far from over. ADP Research also describes how turnover varies with seasonal hiring, growth prospects and worker age. The article does not provide details here about how its turnover data were collected or how representative the employer categories are. ## Original source ADP Research · Article Original source date: Mar 11, 2025 (2025-03-11). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-14T22:48:24.655Z. First observed: 2026-10-31T09:21:54.771Z. Retrieved: 2026-10-31T09:23:52.341Z. - [The other T word: Part II](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## Limits Text as retrieved on October 31, 2026; originally published March 11, 2025. The article does not provide details here about how its turnover data were collected or how representative the employer categories are. ## Open question What is driving the rising turnover at the largest employers, and how much does it affect overall employment? ## Source-stated ADP Research reports that turnover at the smallest firms declined and remained low, while turnover at the largest firms rose. > the turnover rate fell from 7.5 percent in January 2017 to 5.1 percent in January 2024 and 5 percent in January 2025 - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## Source-stated ADP Research says turnover at the largest employers increased, creating the widest gap between small and large firms in its data. > The 2.5 percentage-point difference in turnover between small and large firms is the largest we’ve seen in eight years of data. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## Source-stated ADP Research argues that turnover changes at large firms have an amplified effect on overall employment because those employers have large headcounts. > Any movement in turnover at the largest firms has an amplified impact on overall employment due to the large headcount of these organizations. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## Source-stated ADP Research concludes that low turnover at small firms signals stability, while high turnover at large firms suggests churn is continuing. > One signals ongoing stability. The other suggests that high turnover is far from over. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word-part-ii) ## 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. ## Editorial provenance Version 1. Publication ID: 335e8530-3aeb-d2cf-a753-20a454ba8a95. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T22:44:25.970Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: af471f2d9c2e16a3bd613f00ece2401f3b166c03b9bb864150420825887c56a5. Source text hash: f6882fdcee182d29d64911bc061f5f97dea4a6130c74c1700fdfdead07971fba. ### passed — 2026-11-14T22:44:25.970Z — anthropic/claude-opus-5.5 Publication: 335e8530-3aeb-d2cf-a753-20a454ba8a95 attribution — pass: The piece is a single first-person Main Street Macro column on ADP Research's site. Attributing its analysis and conclusions to ADP Research matches the publisher and the article's references to its own data. The reading keeps the claims attributed and does not present them as established fact. > In Part II of my analysis of labor market churn, I looked at worker turnover by calendar month, industry, and employer size. summary — pass: The reading leads with the source's central argument: a widening turnover split between the smallest and largest employers. It also covers the amplification point, the closing upshot and the other drivers of turnover. The term turnover is not defined, but it is everyday language and the reading stays understandable. Optionally, the reading could note that the source defines turnover as the share of workers who separate from a company and that the size categories are under 50 versus over 5,000 employees. The title and question follow from the evidence. > Small and large employers might be experiencing two very different labor markets. date — pass: The stated date of March 11, 2025 matches originalPublished at day precision. The article's week-ahead section anticipates January JOLTS results and a February sentiment survey, which fits a March 2025 publication. The reading adds no hindsight framing and states no outcomes after that date. It notes the later retrieval date. The page is a publisher page, so no archive disclosure is needed. > Tuesday: The Bureau of Labor Statistics releases January results of its Job Openings and Labor Turnover Survey, or JOLTS. support — pass: Each claim matches a verbatim passage: the fall in small-firm turnover, the record 2.5-point gap, the amplified effect on overall employment, and the stability-versus-far-from-over conclusion. The rise at large firms is supported by the 6.1 to 7.5 percent figures. The source itself calls this a full percentage point, an internal inconsistency that the reading does not repeat. The question asks about something the source leaves unexplained and does not presuppose an answer. > churn is on the rise among the largest employers, jumping from 6.1 percent in January 2024 to 7.5 percent in January 2025 media — pass: No media was selected and no verified candidates were supplied, so the absence of media is appropriate. ## 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/bd7608e91a2e6477afae3b77ae82545482dc081b058e37b000f12e2e6397ed1e/references.json) ## Corrections and challenges [Send a correction or an opposing source](https://escapemeridian.com/corrections/) [JSON record](https://escapemeridian.com/readings/adp-research-on-why-turnover-differs-between-small-and-large-bd7608e9.json)