Research Feed

A curated collection of research papers, articles, and related news and media exploring the Big Five personality traits.

NEWS
Can Your Face Predict Your Salary? Using AI Personality Assessments in Hiring
Kyle Kearns · Knowledge at Wharton · November 2025

Researchers used AI to extract Big Five personality traits from LinkedIn profile photos of 96,000 MBA graduates, finding that these "Photo Big 5" scores meaningfully predict school rankings, starting salaries, career advancement, and job turnover, independently of academic performance. While the findings offer new insights into how personality shapes careers, the authors caution that using facial images for hiring raises serious ethical concerns around discrimination and individual autonomy.