Standardized Test Scores and Academic Performance at Ivy Plus Colleges

We analyze admissions and transcript records for students at multiple Ivy Plus colleges to study the relationship between standardized (SAT/ACT) test scores, high school GPA, and first-year college grades. Standardized test scores predict academic outcomes four times better than high school GPA conditional on students' race, gender, and socioeconomic status. Standardized test scores also exhibit no calibration bias, as they do not underpredict college performance for students from less advantaged backgrounds. Collectively, these results suggest that standardized test scores provide important information to measure applicants' academic preparation that is not available elsewhere in the application file.

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Publication Details

Journal
AEA Papers and Proceedings
Published
2025-05-01
DOI
https://doi.org/10.1257/pandp.20251056
Citations
1
Primary Topic
Imbalanced Data Classification Techniques
Type
article
Field-Weighted Citation Impact
2.48
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article

Standardized Test Scores and Academic Performance at Ivy Plus Colleges

Bruce Sacerdote, Douglas O. Staiger, Michele Tine, John N. Friedman
1 citations
AEA Papers and Proceedings
Imbalanced Data Classification Techniques
2.48
article

Standardized Test Scores and Academic Performance at Ivy Plus Colleges

Bruce Sacerdote, Douglas O. Staiger, Michele Tine, John N. Friedman
article en
1 citations

Abstract

We analyze admissions and transcript records for students at multiple Ivy Plus colleges to study the relationship between standardized (SAT/ACT) test scores, high school GPA, and first-year college grades. Standardized test scores predict academic outcomes four times better than high school GPA conditional on students' race, gender, and socioeconomic status. Standardized test scores also exhibit no calibration bias, as they do not underpredict college performance for students from less advantaged backgrounds. Collectively, these results suggest that standardized test scores provide important information to measure applicants' academic preparation that is not available elsewhere in the application file.

AEA Papers and ProceedingsVol. 115
Dartmouth College (US), John Brown University (US), Dartmouth Hospital (GB)
Openalex Percentile: Top 10%
Imbalanced Data Classification Techniques
2.48
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Standardized Test Scores and Academic Performance at Ivy Plus Colleges — Bruce Sacerdote, Douglas O. Staiger, et al. · AEA Papers and Proceedings (2025) | TGRS Research Map | TGRS