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Updated: Jul 5, 2026

Qualitative and Quantitative Validation of Tools with Rating Scales Aimed at Assessing the Quality of University Service-Learning
Published on: August 29, 2025
High stakes testing in higher education and employment: appraising the evidence for validity and fairness
Paul R Sackett1, Matthew J Borneman, Brian S Connelly
1Department of Psychology, University of Minnesota, Minneapolis, MN 55455, USA. psackett@umn.edu
Abstract:
The authors review criticisms commonly leveled against cognitively loaded tests used for employment and higher education admissions decisions, with a focus on large-scale databases and meta-analytic evidence. They conclude that (a) tests of developed abilities are generally valid for their intended uses in predicting a wide variety of aspects of short-term and long-term academic and job performance, (b) validity is not an artifact of socioeconomic status, (c) coaching is not a major determinant of test performance, (d) tests do not generally exhibit bias by underpredicting the performance of minority group members, and (e) test-taking motivational mechanisms are not major determinants of test performance in these high-stakes settings.
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