TY - JOUR
T1 - Using personal statements in college admissions
T2 - An investigation of gender bias and the effects of increased structure
AU - Niessen, A. Susan M.
AU - Neumann, Marvin
PY - 2022
Y1 - 2022
N2 - Personal statements are among the most commonly used instruments in college admissions procedures. Yet, little research on their reliability, validity, and fairness exists. The first aim of this paper was to investigate hypotheses about adverse impact and underprediction for female applicants, which could result from lower tendencies to use agentic language compared to male applicants. Second, we examined if rating personal statements in a more structured manner would increase reliability and validity. Using personal statements (250 words) from a large cohort of applicants to an undergraduate psychology program at a Dutch University, we found no evidence for adverse impact for female applicants or more agentic language use by male applicants, and no relationship between agentic language use and personal statement ratings. In contrast, we found that personal statements of female applicants were rated slightly more positively than those of males. Exploratory analyses suggest that female applicants’ better writing skills might explain this difference. A more structured approach to rating personal statements yielded higher, but still only ‘moderate’ inter-rater reliability, and virtually identical, negligible predictive validity for first year GPA and dropout.
AB - Personal statements are among the most commonly used instruments in college admissions procedures. Yet, little research on their reliability, validity, and fairness exists. The first aim of this paper was to investigate hypotheses about adverse impact and underprediction for female applicants, which could result from lower tendencies to use agentic language compared to male applicants. Second, we examined if rating personal statements in a more structured manner would increase reliability and validity. Using personal statements (250 words) from a large cohort of applicants to an undergraduate psychology program at a Dutch University, we found no evidence for adverse impact for female applicants or more agentic language use by male applicants, and no relationship between agentic language use and personal statement ratings. In contrast, we found that personal statements of female applicants were rated slightly more positively than those of males. Exploratory analyses suggest that female applicants’ better writing skills might explain this difference. A more structured approach to rating personal statements yielded higher, but still only ‘moderate’ inter-rater reliability, and virtually identical, negligible predictive validity for first year GPA and dropout.
U2 - 10.1080/15305058.2021.2019749
DO - 10.1080/15305058.2021.2019749
M3 - Article
SN - 1530-5058
VL - 22
SP - 5
EP - 20
JO - International Journal of Testing
JF - International Journal of Testing
IS - 1
ER -