Communication Bias and Fair Workplace Evaluation

New labor-market research reports that managers may mistake familiar speech patterns for social skill, affecting access to people-oriented roles and career opportunities. The finding reinforces structured, behavior-based evaluation, inclusive communication norms, and audits of access to high-visibility work rather than conformity to a preferred accent or style.