Featured in SHRM on Performance Review Bias
Expert analysis on feedback quality gaps and performance evaluation equity.
Featured in SHRM article "Which Employees Receive the Lowest-Quality Feedback?" providing expert analysis on Textio's performance review research. The study revealed significant feedback gaps for women and people of color, highlighting critical bias patterns in workplace performance evaluations.
Performance Review Bias Research
The Textio research I helped analyze uncovered systematic differences in feedback quality, with women and employees of color receiving less specific, actionable feedback compared to their white male counterparts.
Feedback Quality Analysis
My expert commentary focused on how vague, generic feedback perpetuates workplace inequality by limiting career development opportunities for underrepresented groups.
Inclusive Performance Management
Provided strategic recommendations for organizations to implement bias-aware performance review processes that ensure equitable feedback and development opportunities for all employees.