Problem: This study examines the fairness and equivalence of three widely used personality and values assessments-Hogan Personality Inventory, Hogan Development Survey, and Motives, Values, Preferences Inventory-across race, gender, age, sexual orientation, and intersectional identities. Employing comprehensive statistical analyses, the study assesses differences in item functioning, scale reliability, and factor structure. Results indicate that the assessments generally function equivalently, with negligible or small differences across groups. Moderate differences were observed primarily in the values measures for sexual orientation and intersectional identities, though these did not compromise overall fairness. The study underscores the importance of inclusive and equitable assessment practices. (PsycInfo Database Record (c) 2026 APA, all rights reserved) Impact Statement This study demonstrates that widely used personality models, such as the Hogan Assessments, are psychometrically valid across diverse demographic groups, supporting their use in organizational research and practice. It emphasizes the importance of fair psychological assessments in promoting diversity, equity, and inclusion in the workplace. Additionally, by incorporating an intersectional approach, the study highlights how overlapping identities-such as race and gender-shape assessment outcomes, calling for more inclusive and nuanced research methodologies in psychology. Summarize in my own words. Need Assignment Help?