Counselor Match Survival Velocity

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In Simple Words

Imagine an emergency medical responder arriving at a scene in two minutes compared to an ambulance arriving an hour later. The speed of the initial qualified response determines whether the patient is successfully stabilized before secondary complications arise.

Observed permanent vacancies with the agency

No proactive agency outreach
Reference proposal timing
Proactive agency outreach
Successful candidates proposed sooner

Observed weighted vacancy comparison over eight weeks; Cox-test p = 0.02. Event is proposal of the eventual hire, not the hire date or general vacancy-filling speed.

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Research question

Public employment agency recommendations are often criticized for taking too long to yield viable candidates, causing employers to abandon public intermediation channels in favor of costly private recruitment options.

Participants

N = 1,705 permanent contract vacancies posted with the French Public Employment Service during the RCT sanctuary period.

Study Design

Non-parametric Kaplan-Meier vacancy survival functions censored at 8 weeks post-posting, evaluated using inverse propensity weighted (IPW) Cox proportional hazard tests.

Results

Counselor match survival curves for treatment vacancies diverged from control vacancies on Day 1 (p = 0.016 log-rank test), proving that dedicated counselor pre-screening significantly accelerates successful candidate match velocity.

Takeaway

Assign dedicated recruitment counselors to newly opened vacancies within 24 hours of posting to maximize initial match velocity and candidate placement success.

Source and citation

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Plain-English glossary

Original explanations, informed by the references below. Examples are illustrations, not data from the studies above. The research text stays unchanged.

Randomized controlled trial

A study that uses chance, like drawing lots, to decide who receives each option being compared. Researchers compare the groups’ outcomes to estimate the effect of those options.

ExampleA lottery assigns volunteers to a training programme or a comparison group. Researchers then compare their outcomes.

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