Is It the Music or Is It Selection Bias? A Nationwide Analysis of Music and Non-Music Students’ SAT Scores
Abstract
This study examined the college entrance examination scores of music and non-music students in the United States, drawing data from the restricted-use data set of the Education Longitudinal Study of 2002 (ELS), a nationally representative education study ( N = 15,630) conducted by the National Center for Education Statistics. Analyses of high school transcript data from ELS showed that 1.127 million students (36.38% of the U.S. class of 2004) graduated high school having earned at least one course credit in music. Fixed-effects regression procedures were used to compare standardized test scores of these music students to their non-music peers while controlling for variables from the domains of demography, prior academic achievement, time use, and attitudes toward school. Results indicated that music students did not outperform non-music students on the SAT once these systematic differences had been statistically controlled. The obtained pattern of results remained consistent and robust through internal replications with another standardized math test and when disaggregating music students by type of music studied.
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There is some process by which students who perform better academically are preferentially selected into music classes, especially band and orchestra classes.
“There is some process by which students who perform better academically are preferentially selected into music classes, especially band and orchestra classes”
From Understanding Participation in Secondary Music Classes: A Literature Review (2020) · cites this paper as Elpus, 2013
Comprehensive explanations for the findings on academic performance and English language proficiency have yet to be sufficiently explained.
“While comprehensive explanations for these findings have yet to be sufficiently explained”
From Understanding Participation in Secondary Music Classes: A Literature Review (2020) · cites this paper as Elpus, 2013
Cites
The importance of covariate selection in controlling for selection bias in observational studies.
Steiner, P. M., Cook, T. D., Shadish, W. R., & Clark, M. H. (2010) · Psychological Methods · doi:10.1037/a0018719 · Cited by 490 · see citing works
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Music education promotes lifelong engagement with the arts
Elpus, K. (2018) · Psychology of Music · doi:10.1177/0305735617697508 · Cited by 20 · see citing works
Self-citationUnderstanding Participation in Secondary Music Classes: A Literature Review
Pendergast, S. (2020) · Update: Applications of Research in Music Education · doi:10.1177/8755123320928479 · Cited by 13 · see citing works
Participation and Persistence in High School Elective Music Ensembles
Elpus, K., & Abril, C. R. (2025) · Journal of Research in Music Education · doi:10.1177/00224294241247267 · Cited by 10 · see citing works
Self-citation
- Authors
- Elpus, K.
- Affiliations
- University of Maryland, College Park (US)
- Corresponding author
- Elpus, Kenneth
- ORCID
- Elpus, Kenneth
- Venue
- Journal of Research in Music Education
- Publisher
- SAGE Publications
- Published
- 2013-05-21
- Volume
- 61
- Issue
- 2
- Pages
- 175-194
- ISSN
- 0022-4294 (ISSN-L)
- 1945-0095
- OpenAlex
- W2168251060
- Cited by
- 124
- References
- 1
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 4 · 2023: 9 · 2022: 26 · 2021: 8 · 2020: 9 · 2019: 5 · 2018: 26 · 2017: 8 · 2016: 7 · 2015: 10 · 2014: 5 · 2013: 1
- FWCI
- 163.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Research in Music Education (publishedVersion)
- Topics
- Social Sciences › Arts and Humanities › Music › Diverse Music Education Insights
- Social Sciences › Education › School Choice and Performance
- Social Sciences › Education › Educational Outcomes and Influences
- Keywords
- music education, SAT scores, college entrance examination, selection bias, music students, academic performance, standardized test scores, Education Longitudinal Study of 2002, prior academic achievement, time use, attitudes toward school
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