Bias, Fairness, and Validity in Graduate-School Admissions: A Psychometric Perspective

Perspect Psychol Sci. 2023 Jan;18(1):3-31. doi: 10.1177/17456916211055374. Epub 2022 Jun 10.

Abstract

As many schools and departments are considering the removal of the Graduate Record Examination (GRE) from their graduate-school admission processes to enhance equity and diversity in higher education, controversies arise. From a psychometric perspective, we see a critical need for clarifying the meanings of measurement "bias" and "fairness" to create common ground for constructive discussions within the field of psychology, higher education, and beyond. We critically evaluate six major sources of information that are widely used to help inform graduate-school admissions decisions: grade point average, personal statements, resumes/curriculum vitae, letters of recommendation, interviews, and GRE. We review empirical research evidence available to date on the validity, bias, and fairness issues associated with each of these admission measures and identify potential issues that have been overlooked in the literature. We conclude by suggesting several directions for practical steps to improve the current admissions decisions and highlighting areas in which future research would be beneficial.

Keywords: bias; discrimination; fairness; graduate admissions; higher education; test; validity.

Publication types

  • Review

MeSH terms

  • Educational Measurement*
  • Humans
  • Psychometrics
  • School Admission Criteria*
  • Schools