ADP Research · May 21, 2025
ADP Research reports higher summer turnover in several service sectors
Markdown · JSON · Original source
ADP Research published this analysis on May 21, 2025. It reports that employee turnover in the United States rises during June, July, and August, with retail and leisure and hospitality among the sectors facing the highest rates. Drawing on five years of ADP payroll data, the analysis links summer turnover patterns to job type, worker age, pay, and local tourism. It argues that leisure and hospitality faces a more pronounced summer staffing challenge than retail, in part because it relies more heavily on part-, younger, and lower-paid workers. The analysis also reports that turnover patterns differ by tourism: summer turnover in leisure and hospitality is lower in heavily touristed states, while retail turnover is slightly higher there. ADP Research concludes that retaining part-time staff can be a major challenge for service sectors that rely on seasonal staffing, and says recognizing heightened risk among younger, newer, and lower-paid employees can help employers develop targeted retention strategies. The analysis does not describe the methods or comparison groups behind its payroll-data calculations in detail.
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
Source details
Original source date: May 21, 2025 (2025-05-21).
Date basis: Date stated on the publisher’s page.
Added to Escape Meridian: 2026-11-14T00:43:23.938Z. First observed: 2026-10-30T02:27:55.396Z. Retrieved: 2026-10-30T09:09:52.671Z.
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 30, 2026; originally published May 21, 2025. The analysis says it used five years of ADP payroll data but does not detail the methods or comparison groups behind its calculations.
Open question
How were the payroll-data comparisons constructed, and would the reported turnover patterns persist under other definitions or periods?
Source-stated
ADP Research reports that average employee turnover is higher in June, July, and August than in September through May.
The rate of employee turnover in the United States averages 3.14 percent during the months of September through May. But in June, July, and August, it rises to 3.56 percent.
Source-stated
ADP Research says retail and leisure and hospitality have the highest attrition rates among the 14 sectors it examined.
Retail (4.6 percent) and leisure and hospitality (4.28 percent), have the highest rates of attrition of any of the 14 sectors we examined.
Source-stated
ADP Research links the larger summer turnover increase in leisure and hospitality to its reliance on younger, lower-paid, and part-time employees.
the latter’s reliance on younger, lower-paid, and part-time employees leads to more pronounced worker churn
Source-stated
ADP Research reports that summer leisure and hospitality turnover is lower in the most heavily touristed states than in states least dependent on visitors.
In summer, leisure and hospitality turnover in the 10 most heavily touristed states is actually lower (4.61 percent) than in states where the economy is least dependent on visitors (7.69 percent)
Source-stated
ADP Research says retaining part-time staff can be a major challenge for service sectors that rely heavily on seasonal staffing.
Retaining part-time staff can be a major challenge for service sectors that rely heavily on seasonal staffing.
Source-stated
ADP Research says recognizing heightened summer turnover risk among younger, newer, and lower-paid employees can help employers develop targeted retention strategies.
Recognizing heightened summer turnover risk, particularly among younger, newer, and lower-paid employees, can help employers develop targeted retention strategies.
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.
Editorial provenance
Version 1. Publication ID: fcf2f491-dc72-b098-6da1-b14f55118bf6.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T00:38:43.682Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: b5edc2b9ba8ffc1593bec046a666a64106ac60d902842fb614b743c9bff2318c. Source text hash: 86436fc33a95659ddd6be5428dd8ff4a6b750419a05daaaad6d4efe7ab2b43de.
Revision and source-check history
Version 1 · 2026-11-14T00:43:23.938Z
ADP Research reports higher summer turnover in several service sectors
ADP Research published this analysis on May 21, 2025. It reports that employee turnover in the United States rises during June, July, and August, with retail and leisure and hospitality among the sectors facing the highest rates. Drawing on five years of ADP payroll data, the analysis links summer turnover patterns to job type, worker age, pay, and local tourism. It argues that leisure and hospitality faces a more pronounced summer staffing challenge than retail, in part because it relies more heavily on part-, younger, and lower-paid workers. The analysis also reports that turnover patterns differ by tourism: summer turnover in leisure and hospitality is lower in heavily touristed states, while retail turnover is slightly higher there. ADP Research concludes that retaining part-time staff can be a major challenge for service sectors that rely on seasonal staffing, and says recognizing heightened risk among younger, newer, and lower-paid employees can help employers develop targeted retention strategies. The analysis does not describe the methods or comparison groups behind its payroll-data calculations in detail.
Original source
ADP Research · Article
Source details
Original source date: May 21, 2025 (2025-05-21).
Date basis: Date stated on the publisher’s page.
Added to Escape Meridian: 2026-11-14T00:43:23.938Z. First observed: 2026-10-30T02:27:55.396Z. Retrieved: 2026-10-30T09:09:52.671Z.
Limits
Text as retrieved on October 30, 2026; originally published May 21, 2025. The analysis says it used five years of ADP payroll data but does not detail the methods or comparison groups behind its calculations.
Open question
How were the payroll-data comparisons constructed, and would the reported turnover patterns persist under other definitions or periods?
Source-stated
ADP Research reports that average employee turnover is higher in June, July, and August than in September through May.
The rate of employee turnover in the United States averages 3.14 percent during the months of September through May. But in June, July, and August, it rises to 3.56 percent.
Source-stated
ADP Research says retail and leisure and hospitality have the highest attrition rates among the 14 sectors it examined.
Retail (4.6 percent) and leisure and hospitality (4.28 percent), have the highest rates of attrition of any of the 14 sectors we examined.
Source-stated
ADP Research links the larger summer turnover increase in leisure and hospitality to its reliance on younger, lower-paid, and part-time employees.
the latter’s reliance on younger, lower-paid, and part-time employees leads to more pronounced worker churn
Source-stated
ADP Research reports that summer leisure and hospitality turnover is lower in the most heavily touristed states than in states least dependent on visitors.
In summer, leisure and hospitality turnover in the 10 most heavily touristed states is actually lower (4.61 percent) than in states where the economy is least dependent on visitors (7.69 percent)
Source-stated
ADP Research says retaining part-time staff can be a major challenge for service sectors that rely heavily on seasonal staffing.
Retaining part-time staff can be a major challenge for service sectors that rely heavily on seasonal staffing.
Source-stated
ADP Research says recognizing heightened summer turnover risk among younger, newer, and lower-paid employees can help employers develop targeted retention strategies.
Recognizing heightened summer turnover risk, particularly among younger, newer, and lower-paid employees, can help employers develop targeted retention strategies.
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.
Editorial provenance
Version 1. Publication ID: fcf2f491-dc72-b098-6da1-b14f55118bf6.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T00:38:43.682Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: b5edc2b9ba8ffc1593bec046a666a64106ac60d902842fb614b743c9bff2318c. Source text hash: 86436fc33a95659ddd6be5428dd8ff4a6b750419a05daaaad6d4efe7ab2b43de.
passed · 2026-11-14T00:38:43.682Z · anthropic/claude-opus-5.5
Publication: fcf2f491-dc72-b098-6da1-b14f55118bf6
attribution — pass: The reading consistently attributes the findings and conclusions to ADP Research, which matches the publisher page. The text is a single analytical article, not a listing.
We analyzed ADP payroll data for 5 years to learn what was behind hot summer turnover and these sectoral differences.
summary — pass: The summary faithfully conveys the summer rise in turnover, the sector comparison, the links to job type, age, pay and tourism, and the closing retention takeaway. The terms are plain enough for a general reader. The question asks about method robustness, which follows from the source's limited methods detail. 'In part because' is a careful rendering of the source's causal framing.
We found links to job type, worker age, and pay.
date — pass: The reading gives May 21, 2025, matching originalPublished at day precision. The evidence kind is publisher-page, so no archive disclosure is needed. There is no hindsight framing, and no later events are presented.
support — pass: Each claim's excerpt appears verbatim in the source and supports the attributed claim. The note that methods and comparison groups are not detailed is consistent with the text, which references footnotes it does not include. There are no unsupported benefits or costs.
the latter’s reliance on younger, lower-paid, and part-time employees leads to more pronounced worker churn
media — pass: No media was selected, and no verified media candidates were supplied, so this is appropriate.
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