Test-optional Policies: Overcoming Strategic Behavior and Informational Gaps
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Abstract (arXiv)
Due to the Covid-19 pandemic, more than 500 US-based colleges and universities went "test-optional" for admissions and promised that they would not penalize applicants for not submitting test scores, part of a longer trend to rethink the role of testing in college admissions. However, it remains unclear how (and whether) a college can simultaneously use test scores for those who submit them, while not penalizing those who do not--and what that promise even means. We formalize these questions, and study how a college can overcome two challenges with optional testing: textitstrategic applicants (when those with low test scores can pretend to not have taken the test), and textitinformational gaps (it has more information on those who submit a test score than those who do not). We find that colleges can indeed do so, if and only if they are able to use information on who has test access and are willing to randomize admissions.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 19 Jul 2021.
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Citing papers per year: 2021: 1; 2022: 2; 2023: 0; 2024: 2; 2025: 1.
6 papers.
- 2021Strategic Rankingcited by 21
- 2022Fair ranking: a critical review, challenges, and future directionscited by 21
- 2022What Makes A Good Fisherman? Linear Regression under Self-Selection Biascited by 7
- 2024Addressing Discretization-Induced Bias in Demographic Predictioncited by 4
- 2025Learning Classifiers That Induce Marketscited by 3
- 2024Bias Analysis of AI Models for Undergraduate Student Admissionscited by 0
- 2025Learning Classifiers That Induce Markets27 Feb 2025
- 2024Bias Analysis of AI Models for Undergraduate Student Admissions3 Dec 2024
- 2024Addressing Discretization-Induced Bias in Demographic Prediction27 May 2024
- 2022What Makes A Good Fisherman? Linear Regression under Self-Selection Bias6 May 2022
- 2022Fair ranking: a critical review, challenges, and future directions29 Jan 2022
- 2021Strategic Ranking16 Sep 2021