Most organisations believe their workforce data gives them a reasonably accurate picture. It doesn't. Here's exactly why — and what you can do about it.
Standard HR platforms cannot record multiple disabilities, handle intersectional ethnic identities, or capture socioeconomic background. The constraints are structural — not a matter of configuration.
Social desirability bias is well-documented in survey research: people who believe they might be observed consistently report more positively than they would anonymously. Your internal surveys are systematically optimistic.
A high "prefer not to say" rate is not indifference — it is a trust signal. And it is worst among the groups whose data you most need. The guide explains the psychology in detail and shows how independent platforms address it.
WHAT'S IN THE GUIDE