# ADP Research argues turnover matters to labor market health [Canonical reading](https://escapemeridian.com/readings/adp-research-argues-turnover-matters-to-labor-market-health-a0b7aebe) ADP Research published this piece on February 25, 2025. It argues that turnover deserves attention alongside job creation because employee departures and replacement hires shape the labor market. The piece calls this “labor market churn” and defines turnover as employees leaving jobs and being replaced by new hires. High turnover can push up wages and other labor costs; low turnover can stifle innovation and signal weak business growth and employment opportunities. The piece says both Bureau of Labor Statistics survey data and ADP payroll data point to slower turnover over the past two years. It cautions that this may reflect workers’ reluctance to leave and employers’ reluctance to let workers go. Stability after the pandemic is valuable, it argues, but a healthy job market also needs enough churn for employers to attract skilled people with better pay and career prospects, and to replace departing workers. The piece leaves the industry-by-industry picture and its implications for the labor market in 2025 for the next installment. Its ADP measure compares employees leaving in a month with the prior month’s total employees; the piece does not provide a basis for comparing that measure directly with the Bureau of Labor Statistics rates. 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: Feb 25, 2025 (2025-02-25). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-15T04:58:29.338Z. First observed: 2026-10-29T16:19:53.389Z. Retrieved: 2026-10-30T20:51:57.522Z. - [The other T word](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## Limits Text as retrieved on October 30, 2026; originally published February 25, 2025. The retrieved text ends mid-sentence in a separate discussion of wholesale inventories, so that passage is incomplete. The piece gives ADP’s payroll-based measure and the Bureau of Labor Statistics’ survey measures, but does not explain how directly comparable their rates are. ## Open question What accounts for the difference between the Bureau of Labor Statistics survey rates and ADP’s payroll-based turnover measure? ## Source-stated ADP Research defines turnover, or labor market churn, as employees leaving their jobs and being replaced by new hires. > Turnover, or labor market churn, is the rate at which employees leave their jobs and are replaced by new hires. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## Source-stated The piece says high turnover can raise labor costs, while low turnover can stifle innovation and signal weak growth and employment opportunities. > High turnover can push up wages and other labor costs borne by businesses. Low turnover can stifle innovation and signal lackluster business growth and employment opportunities. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## Source-stated ADP Research says both Bureau of Labor Statistics survey data and ADP payroll data suggest turnover slowed over the last two years. > Both BLS survey data and ADP private-sector payroll data suggest the same trend: Turnover has slowed over the last two years. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## Source-stated ADP Research argues that stability is valuable, but a healthy job market also needs churn so employers can attract skilled workers and replace departing employees. > Stability is a good thing, especially after the tumult of the pandemic, but a healthy job market requires a healthy amount of churn. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## 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. ## U.S. Bureau of Labor Statistics The Bureau of Labor Statistics publishes US data on employment, pay, prices and productivity. - [Explore this context](/entities/us-bls) - [Reference](https://www.bls.gov/) ## Editorial provenance Version 1. Publication ID: ce7b6411-b20c-3edb-99ad-a73e31bc7b0f. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-15T04:53:41.048Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: ab28c343786d0a7bd056f002ca4151599916c70d35208b4302f7431fb8bc6ee5. Source text hash: a6bd788591c720348092db071a8ec9808a4704f02c33663b93f4353d4f418ea8. ## Revision and source-check history ### Version 1 — 2026-11-15T04:58:29.338Z ADP Research published this piece on February 25, 2025. It argues that turnover deserves attention alongside job creation because employee departures and replacement hires shape the labor market. The piece calls this “labor market churn” and defines turnover as employees leaving jobs and being replaced by new hires. High turnover can push up wages and other labor costs; low turnover can stifle innovation and signal weak business growth and employment opportunities. The piece says both Bureau of Labor Statistics survey data and ADP payroll data point to slower turnover over the past two years. It cautions that this may reflect workers’ reluctance to leave and employers’ reluctance to let workers go. Stability after the pandemic is valuable, it argues, but a healthy job market also needs enough churn for employers to attract skilled people with better pay and career prospects, and to replace departing workers. The piece leaves the industry-by-industry picture and its implications for the labor market in 2025 for the next installment. Its ADP measure compares employees leaving in a month with the prior month’s total employees; the piece does not provide a basis for comparing that measure directly with the Bureau of Labor Statistics rates. ## Original source ADP Research · Article Original source date: Feb 25, 2025 (2025-02-25). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-15T04:58:29.338Z. First observed: 2026-10-29T16:19:53.389Z. Retrieved: 2026-10-30T20:51:57.522Z. - [The other T word](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## Limits Text as retrieved on October 30, 2026; originally published February 25, 2025. The retrieved text ends mid-sentence in a separate discussion of wholesale inventories, so that passage is incomplete. The piece gives ADP’s payroll-based measure and the Bureau of Labor Statistics’ survey measures, but does not explain how directly comparable their rates are. ## Open question What accounts for the difference between the Bureau of Labor Statistics survey rates and ADP’s payroll-based turnover measure? ## Source-stated ADP Research defines turnover, or labor market churn, as employees leaving their jobs and being replaced by new hires. > Turnover, or labor market churn, is the rate at which employees leave their jobs and are replaced by new hires. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## Source-stated The piece says high turnover can raise labor costs, while low turnover can stifle innovation and signal weak growth and employment opportunities. > High turnover can push up wages and other labor costs borne by businesses. Low turnover can stifle innovation and signal lackluster business growth and employment opportunities. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## Source-stated ADP Research says both Bureau of Labor Statistics survey data and ADP payroll data suggest turnover slowed over the last two years. > Both BLS survey data and ADP private-sector payroll data suggest the same trend: Turnover has slowed over the last two years. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## Source-stated ADP Research argues that stability is valuable, but a healthy job market also needs churn so employers can attract skilled workers and replace departing employees. > Stability is a good thing, especially after the tumult of the pandemic, but a healthy job market requires a healthy amount of churn. - [Supporting source](https://www.adpresearch.com/main-street-macro/the-other-t-word) ## 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. ## U.S. Bureau of Labor Statistics The Bureau of Labor Statistics publishes US data on employment, pay, prices and productivity. - [Explore this context](/entities/us-bls) - [Reference](https://www.bls.gov/) ## Editorial provenance Version 1. Publication ID: ce7b6411-b20c-3edb-99ad-a73e31bc7b0f. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-15T04:53:41.048Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: ab28c343786d0a7bd056f002ca4151599916c70d35208b4302f7431fb8bc6ee5. Source text hash: a6bd788591c720348092db071a8ec9808a4704f02c33663b93f4353d4f418ea8. ### passed — 2026-11-15T04:53:41.048Z — anthropic/claude-opus-5.5 Publication: ce7b6411-b20c-3edb-99ad-a73e31bc7b0f attribution — pass: The reading attributes the argument to ADP Research, the publisher of this single Main Street Macro piece. The first-person author is not named in the text, so publisher-level attribution is appropriate. Source claims are kept as the piece's assertions. > This week, I’ll tell you about the state of employee turnover. summary — pass: The reading leads with the piece's central argument that turnover matters to labor market health. It defines churn in plain language and conveys the slowdown trend and the author's take that a healthy market needs churn. It notes that the industry detail is deferred to the next installment. The question addresses a genuine gap: the piece reports both BLS and ADP measures without explaining how they compare. Omitting specific rates and the 'big stay' framing does not impair understanding. > A slowdown in turnover could signal that workers are reluctant to leave their current employers and that private sector employers are reluctant to let workers go. date — pass: February 25, 2025 matches evidence.originalPublished at day precision. The plan for part two, covering 2025, is reported as the piece's own forthcoming installment, not as an outcome. There is no hindsight framing. The evidence is a publisher page, so no archive disclosure is required. > In part two of this series on turnover, I’ll look at how churn varies by industry and what that means for the labor market in 2025. support — pass: Each claim matches its excerpt. The reluctance interpretation is correctly hedged as something the slowdown 'may reflect', following the source's 'could signal'. The limitations accurately note the truncated ending and the unexplained comparability of the two measures. No unsupported benefits or costs are implied. > Both BLS survey data and ADP private-sector payroll data suggest the same trend: Turnover has slowed over the last two years. media — pass: No media was selected and no verified media candidates were supplied, so a null mediaId 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/a0b7aebe67cbd6868a4df4e3897413dbd269f69b0a6777173cb62e0379b92004/references.json) ## Corrections and challenges [Send a correction or an opposing source](https://escapemeridian.com/corrections/) [JSON record](https://escapemeridian.com/readings/adp-research-argues-turnover-matters-to-labor-market-health-a0b7aebe.json)