Research

Sourced recruiting and retention benchmarks

Conservative data guides with transparent definitions, reusable tables, and direct links to institutional sources. Read the methodology before using a figure.

68 reports. Every report states its sources, definitions, and limits.

A printed chart being reviewed with a blue pen

The library

Use the data without overclaiming what it proves

These reports are written for operating decisions. They include source links, definitions, and known limitations rather than a single confident number.

Employee Retention Evidence (37)Workforce Data Methods (3)Recruiting Operations Evidence (10)Recruiting Capacity Research (1)Local Workforce Research (1)Candidate Experience Research (1)Selection Research (4)Retention Measurement (1)Hiring Compliance Research (1)Recruiting Data Research (1)Assessment Research (1)Candidate experience (5)Onboarding and retention (1)Recruiting operations (1)
Data guide about Employee Suggestion Response Cycle Study

Employee Retention Evidence

Employee Suggestion Response Cycle Study

A controlled research protocol for employee suggestion response cycle time with explicit evidence, privacy, and decision boundaries.

· Sources: 10 · Verified 2026-10-13

Data guide about Locker Access Resolution Latency Study

Employee Retention Evidence

Locker Access Resolution Latency Study

A controlled research protocol for locker access resolution time with explicit evidence, privacy, and decision boundaries.

· Sources: 10 · Verified 2026-10-13

Data guide about Schedule Correction Notice Reliability Study

Employee Retention Evidence

Schedule Correction Notice Reliability Study

A controlled research protocol for schedule correction notice completeness with explicit evidence, privacy, and decision boundaries.

· Sources: 10 · Verified 2026-10-13

Data guide about Temporary Assignment Notice Completeness Analysis

Employee Retention Evidence

Temporary Assignment Notice Completeness Analysis

A controlled research protocol for temporary assignment notice completeness with explicit evidence, privacy, and decision boundaries.

· Sources: 10 · Verified 2026-10-13

Data guide about Timeclock Outage Correction Completeness Protocol

Employee Retention Evidence

Timeclock Outage Correction Completeness Protocol

A controlled research protocol for timeclock outage correction completeness with explicit evidence, privacy, and decision boundaries.

· Sources: 10 · Verified 2026-10-13

Data guide about Job-to-Job Flows: A Better Read on Recruiting Demand

Workforce Data Methods

Job-to-Job Flows: A Better Read on Recruiting Demand

A source-registered method for using federal workforce data in recurring hiring and retention decisions without turning aggregate evidence into individual predictions.

· Sources: 10 · Verified 2026-10-07

Data guide about Commute-Shed Evidence for Retention Planning

Workforce Data Methods

Commute-Shed Evidence for Retention Planning

A source-registered method for using federal workforce data in recurring hiring and retention decisions without turning aggregate evidence into individual predictions.

· Sources: 10 · Verified 2026-10-07

Data guide about Using QWI Replacement Hiring Rates Without Overclaiming

Workforce Data Methods

Using QWI Replacement Hiring Rates Without Overclaiming

A source-registered method for using federal workforce data in recurring hiring and retention decisions without turning aggregate evidence into individual predictions.

· Sources: 10 · Verified 2026-10-07

Data guide about StopHighTurnover Handoff Completeness Observation

Recruiting Operations Evidence

StopHighTurnover Handoff Completeness Observation

A source-backed recruiting operations study of whether receiving teams can continue work without private clarification.

· Sources: 10 · Verified 2026-10-09

Data guide about StopHighTurnover Minimum Access Effectiveness Study

Recruiting Operations Evidence

StopHighTurnover Minimum Access Effectiveness Study

A source-backed recruiting operations study of whether permissions support required work without unnecessary exposure.

· Sources: 10 · Verified 2026-10-09

Data guide about StopHighTurnover Queue Wait-State Evidence Study

Recruiting Operations Evidence

StopHighTurnover Queue Wait-State Evidence Study

A source-backed recruiting operations study of whether waiting reasons and owner acceptance explain queue age.

· Sources: 10 · Verified 2026-10-09