Diversity training has limited effects on behavior

Quality and quantity of direct evidence for or against the claim — RCTs, systematic reviews, natural experiments, large cohort studies.

Meta-analyses of corporate and public-sector diversity training show short-term awareness gains but little durable change in hiring, promotion, or behavioral outcomes.

Whether the proposed mechanism is valid and established — does the how make sense, or are there fundamental flaws in the causal logic?

Awareness-raising alone does not alter the structural incentives (hiring criteria, promotion tracking) that drive behavior, explaining why training effects fade without accompanying policy change.

Degree of agreement among domain experts and relevant scientific or policy bodies — depth and quality of consensus, not just majority opinion.

Organizational behavior researchers broadly agree that training paired with structural accountability measures outperforms training alone.

Whether findings hold across independent studies, populations, and contexts — resistance to p-hacking and publication bias.

The limited-durable-effect finding replicates across corporate, university, health-system, and government-agency training programs studied.