Category
Fairness
Articles on Fairness from the CalHire team: verified skills, anonymous-first hiring, and documented hiring process.
Blind hiring: what the evidence supports, and what it does not
Blind hiring has one of the cleanest natural experiments in labour economics behind it, and real limits. What it fixes, and what it cannot.
July 30, 2026
The four-fifths rule: how to test your hiring for adverse impact
The four-fifths rule is a rule of thumb, not a legal safe harbour. How to calculate it, where it misleads, and how to find the stage causing the disparity.
July 30, 2026
The biases that actually change hiring outcomes
Awareness training does not fix bias. A guide to the biases that measurably move hiring decisions, and the process change that neutralises each one.
July 30, 2026
Name-blind recruitment: the weakest form of blind hiring
Name-blind screening is the most adopted and least effective form of blind hiring. What a name signals, what survives redaction, and what to do instead.
July 30, 2026