· May 9, 2025
Cory Stahle argues in Indeed Hiring Lab that economic conditions shape hiring timelines
Markdown · JSON · Original source
Cory Stahle’s article, published May 9, 2025, argues that hiring sped up during the post-pandemic labor-market boom, then slowed as conditions cooled. The pattern runs against the expectation that employers would take longer to hire when job seekers had more options. Stahle suggests that intense competition for workers may have made employers act more urgently, while postings to replace workers who quit may have needed filling sooner than jobs created to grow a workforce. The analysis finds a negative relationship between to Hire and the US quits rate, and a positive relationship with . Stahle stresses that the regression results are not causal and that a fuller econometric analysis is needed. The article concludes that Time to Hire may be a useful barometer of employer confidence and urgency, while leaving open whether the observed relationships reflect broader economic effects or other factors. The measure covers only jobs with known hire dates from specified Indeed and Applicant Tracking System sources, and excludes some anomalously long durations.
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
· Article
Source details
Original source date: May 9, 2025 (2025-05-09).
Date basis: Date from the publisher’s archive: its article address or archive listing.
Added to Escape Meridian: 2026-11-14T04:43:23.421Z. First observed: 2026-10-30T19:14:16.509Z. Retrieved: 2026-10-30T20:43:57.898Z.
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 9, 2025. The source says the regression results are not causal and that further testing is needed to test model assumptions and rule out spurious regression. The measure is limited to logged-in job seekers and jobs with specified hire dates from Indeed’s candidate management page or an Applicant Tracking System. It excludes a small portion of hires with abnormally long durations attributed to data collection anomalies.
Open question
Would a fuller econometric analysis find that these relationships persist after testing model assumptions and the possibility of spurious regression?
Source-stated
Stahle reports that seasonally adjusted Time to Hire fell by 23% from February 2020 to August 2022, then climbed.
Seasonally adjusted Time to Hire fell by 23% between February 2020 and August 2022, but has climbed since.
Source-stated
Stahle says the regression analysis suggests a negative relationship between Time to Hire and the quits rate, and a positive relationship with labor force participation rate; the results are not causal.
The results, while not causal, suggest a possible negative relationship between Time to Hire and the quits rate
Source-stated
Stahle suggests that employer urgency and whether a posting replaces a worker or expands headcount may help explain changes in hiring speed.
For each job that someone left during this period, it is likely that a posting/opening was created to backfill their departure, representing a comparatively more urgent need to fill a job that someone was already doing.
Source-stated
Stahle concludes that Time to Hire may be a useful barometer of employer confidence and urgency, while saying more robust analysis is needed to test the relationships.
Still, early signals point to Time to Hire as a useful barometer of employer confidence and urgency in a rapidly changing hiring landscape.
Source-stated
Stahle’s analysis uses a subset of jobs with known hire dates and excludes a small portion of hires with abnormally long durations.
A subset of the average hire time across jobs for which Indeed has known hire dates was used for this analysis. The calculation excludes a small portion of hires with abnormally long durations
Source and contributor context
Indeed Hiring Lab · 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.
Indeed Hiring Lab
Indeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
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: 466d857b-74f6-08a5-6610-1c863f2f0c16.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T04:38:45.815Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: f75b8ed7d91e4f4d668b947f7369b163977392cecf31f89d37f249aff7fe72ca. Source text hash: 6f867779122295bdf8afd57811ebfa6e44d6ab1e7bed750853802653f7faa715.
Revision and source-check history
Version 1 · 2026-11-14T04:43:23.421Z
Cory Stahle argues in Indeed Hiring Lab that economic conditions shape hiring timelines
Cory Stahle’s article, published May 9, 2025, argues that hiring sped up during the post-pandemic labor-market boom, then slowed as conditions cooled. The pattern runs against the expectation that employers would take longer to hire when job seekers had more options. Stahle suggests that intense competition for workers may have made employers act more urgently, while postings to replace workers who quit may have needed filling sooner than jobs created to grow a workforce. The analysis finds a negative relationship between to Hire and the US quits rate, and a positive relationship with . Stahle stresses that the regression results are not causal and that a fuller econometric analysis is needed. The article concludes that Time to Hire may be a useful barometer of employer confidence and urgency, while leaving open whether the observed relationships reflect broader economic effects or other factors. The measure covers only jobs with known hire dates from specified Indeed and Applicant Tracking System sources, and excludes some anomalously long durations.
Original source
· Article
Source details
Original source date: May 9, 2025 (2025-05-09).
Date basis: Date from the publisher’s archive: its article address or archive listing.
Added to Escape Meridian: 2026-11-14T04:43:23.421Z. First observed: 2026-10-30T19:14:16.509Z. Retrieved: 2026-10-30T20:43:57.898Z.
Limits
Text as retrieved on October 30, 2026; originally published May 9, 2025. The source says the regression results are not causal and that further testing is needed to test model assumptions and rule out spurious regression. The measure is limited to logged-in job seekers and jobs with specified hire dates from Indeed’s candidate management page or an Applicant Tracking System. It excludes a small portion of hires with abnormally long durations attributed to data collection anomalies.
Open question
Would a fuller econometric analysis find that these relationships persist after testing model assumptions and the possibility of spurious regression?
Source-stated
Stahle reports that seasonally adjusted Time to Hire fell by 23% from February 2020 to August 2022, then climbed.
Seasonally adjusted Time to Hire fell by 23% between February 2020 and August 2022, but has climbed since.
Source-stated
Stahle says the regression analysis suggests a negative relationship between Time to Hire and the quits rate, and a positive relationship with labor force participation rate; the results are not causal.
The results, while not causal, suggest a possible negative relationship between Time to Hire and the quits rate
Source-stated
Stahle suggests that employer urgency and whether a posting replaces a worker or expands headcount may help explain changes in hiring speed.
For each job that someone left during this period, it is likely that a posting/opening was created to backfill their departure, representing a comparatively more urgent need to fill a job that someone was already doing.
Source-stated
Stahle concludes that Time to Hire may be a useful barometer of employer confidence and urgency, while saying more robust analysis is needed to test the relationships.
Still, early signals point to Time to Hire as a useful barometer of employer confidence and urgency in a rapidly changing hiring landscape.
Source-stated
Stahle’s analysis uses a subset of jobs with known hire dates and excludes a small portion of hires with abnormally long durations.
A subset of the average hire time across jobs for which Indeed has known hire dates was used for this analysis. The calculation excludes a small portion of hires with abnormally long durations
Source and contributor context
Indeed Hiring Lab · 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.
Indeed Hiring Lab
Indeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
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: 466d857b-74f6-08a5-6610-1c863f2f0c16.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T04:38:45.815Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: f75b8ed7d91e4f4d668b947f7369b163977392cecf31f89d37f249aff7fe72ca. Source text hash: 6f867779122295bdf8afd57811ebfa6e44d6ab1e7bed750853802653f7faa715.
passed · 2026-11-14T04:38:45.815Z · anthropic/claude-opus-5.5
Publication: 466d857b-74f6-08a5-6610-1c863f2f0c16
attribution — pass: The page is a single bylined Indeed Hiring Lab article by Cory Stahle. The reading attributes the findings, interpretations and conclusion to him and his analysis, and keeps them as his claims rather than established fact.
By Cory Stahle May 9, 2025
summary — pass: The reading leads with the actor and the argument. It presents hiring speeding up post-pandemic and then slowing, which is counterintuitive, along with the proposed urgency and backfill-versus-growth mechanisms, the correlations, Stahle's caveats and the barometer conclusion. Labor force participation rate is defined on the page. Time to Hire is not formally defined, but it is clear from context as how quickly employers hire. The question is a genuine open issue drawn from the source's own methodology caveat.
Time to Hire plunged as the US labor market tightened after the pandemic, then rebounded as conditions cooled.
date — pass: May 9, 2025 matches the source dateline at day precision, and the retrieval date is disclosed. The page was modified on 2025-09-09. However, the cited passages are core article body and fit the May 2025 dating (for example, 'as of March'). Nothing later is presented, and there is no hindsight framing. The related-story carousel is not used.
Average Time to Hire has climbed ever since, and as of March was nearly back to January 2019 levels.
support — pass: Each claim matches a verbatim source passage: the 23% decline, the non-causal regression relationships, the backfill urgency explanation, the barometer conclusion and the data subset and exclusions. The limitations and the question reflect the source's own statement about model assumptions and spurious regression. No unsupported benefits or costs are implied.
additional testing would be required to test model assumptions and eliminate the possibility of spurious regression
media — pass: No media is selected, and no verified media candidates were supplied, so there is no media identity or relevance issue.
Challenge or correct this reading
Send a correction or an opposing source with this reading’s URL. Disagreement and uncertainty can remain unresolved.
Indeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring LabIndeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring LabTIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services.
Explore TIMEThe share of working-age people who have a job or are looking for one.
Definition referenceIndeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring LabIndeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring LabTIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services.
Explore TIMEThe share of working-age people who have a job or are looking for one.
Definition referenceIndeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring Lab