Cited by 1,469Advanced Causal Inference TechniquesEducational Research and MethodsSchool Choice and Performance

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Regression-discontinuity analysis: An alternative to the ex post facto experiment.

Thistlethwaite, Donald L., Campbell, Donald T.·1960·Journal of Educational Psychology

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Abstract

This study presents a method of testing casual hypotheses, called regression-discontinuity analysis, in situations where the investigator is unable to randomly assign Ss to experimental and control groups. The Ss were selected from near winners--5126 students who received certificates of merit and 2

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Authors: Thistlethwaite, D. L., & Campbell, D. T.
Affiliations: Northwestern University (US)
Venue: Journal of Educational Psychology
Publisher: American Psychological Association (APA)
Published: 1960-12
Volume: 51
Issue: 6
Pages: 309-317
ISSN: 0022-0663 (ISSN-L)
1939-2176
DOI: 10.1037/h0044319
OpenAlex: W2141019942
Cited by: 1,469
References: 9
Citations by year: 2026: 44 · 2025: 59 · 2024: 86 · 2023: 65 · 2022: 104 · 2021: 100 · 2020: 137 · 2019: 85 · 2018: 72 · 2017: 82 · 2016: 75 · 2015: 84 · 2014: 85 · 2013: 56 · 2012: 52
FWCI: 1.55
Type: journal article
Language: en
Open access: closed
Locations: Journal of Educational Psychology (publishedVersion)
Topics: Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
Social Sciences › Education › Educational Research and Methods
Social Sciences › Education › School Choice and Performance
Keywords: causal inference, non-random assignment, academic performance

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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

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Regression-discontinuity analysis: An alternative to the ex post facto experiment.

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