Extracurricular Activities and Student Outcomes in Elementary and Middle School: Causal Effects or Self-selection?
Open accessAbstract
Participation in extracurricular activities (ECAs) is positively related to cognitive and socioemotional outcomes for children and adolescents. The authors argue that because of methodological limitations, prior research failed to address the self-selection of advantaged families into ECAs, which raises concerns regarding whether ECA participation is causally related to student outcomes. In this article, the authors present an analytical model that provides a stronger test of causal relationships. The authors analyze data from six waves of the Early Childhood Longitudinal Study–Kindergarten Class of 1998–99 (K–8) and construct a cross-lagged panel model with student fixed effects. Overall, the findings suggest that participation in ECAs during elementary school has small but positive causal effects on academic ability, which grow larger in later grades (third grade through eighth grade). The findings provide little evidence that greater ECA participation improves students’ socioemotional skills in either early or later grades. Overall, the findings validate some prior research while raising questions about the internal validity of other findings.
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Participation in ECA in Grade 3 is associated with higher achievement in Grade 8.
“A study showed that participation in ECA in Grade 3 was associated with higher achievement in Grade 8, suggesting a consistent association over time (Carbonaro & Maloney, 2019).”
From Participation in extracurricular activities predicts academic growth and mediates socioeconomic inequalities in primary school (2026) · cites this paper as Carbonaro & Maloney, 2019
Unobserved selection effects may bias associations, as self-selection driven by motivation, parental aspirations or access constraints could confound results.
“Fourth, unobserved selection effects may bias associations, as self-selection driven by motivation, parental aspirations or access constraints could confound results (Carbonaro & Maloney, 2019).”
From Participation in extracurricular activities predicts academic growth and mediates socioeconomic inequalities in primary school (2026) · cites this paper as Carbonaro & Maloney, 2019
Cites
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Brunet, L., Rémeau, M., Houdé, O., & Borst, G. (2026) · British Journal of Educational Psychology · doi:10.1111/bjep.70127
- Authors
- Carbonaro, W., & Maloney, E.
- Affiliations
- University of Notre Dame (US)
- Duke University (US)
- Corresponding author
- Carbonaro, William
- Venue
- Socius: Sociological Research for a Dynamic World
- Publisher
- SAGE Publications
- Published
- 2019-01
- Volume
- 5
- ISSN
- 2378-0231 (ISSN-L)
- OpenAlex
- W2941505258
- Cited by
- 47
- References
- 4
- Citations by year
- 2026: 8 · 2025: 8 · 2024: 10 · 2023: 7 · 2022: 6 · 2021: 8
- FWCI
- 5.74
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Socius Sociological Research for a Dynamic World (publishedVersion, cc-by-nc)
- Topics
- Social Sciences › Safety Research › Youth Development and Social Support
- Social Sciences › Education › Early Childhood Education and Development
- Social Sciences › Education › School Choice and Performance
- Keywords
- extracurricular activities, student outcomes, self-selection, causal effects, academic performance, socioemotional skills, elementary school, junior high school, family socioeconomic status, cross-lagged panel model
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