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Class size reduction, bullying, and violent behavior: Evidence from West Bank schools

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  • Sameh Hallaq

Abstract

Class size is one of the predominant topics in educational policy debate, as its impact on academic performance has not always yielded consistent findings. Nevertheless, less emphasis was paid to noncognitive outcomes such as well‐being and behavioral issues. This study employs rich administrative and survey data to investigate the effects of class size on students’ bullying and violent behavior as well as cognitive abilities tests. The study uses the maximum class size rule to create a regression discontinuity (RD) relation between cohort enrollment size and class size in the public and the United Nations Relief and Works Agency school system in the West Bank. Further, this study provides evidence that there is no violation of the RD assumptions resulting from discontinuities in the relationship between enrollment and students’ household background at cutoff points induced by a maximum class size rule. The findings suggest that class size reduction improves the quality of life for children by mitigating bullying and violent behavior among pupils, which might have long‐term adverse effects on academic attainment. Finally, peer relationships and mental health problems are identified as potential mechanisms through which class size influences self‐reported levels of bullying and violent behavior among students.

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  • Sameh Hallaq, 2024. "Class size reduction, bullying, and violent behavior: Evidence from West Bank schools," Bulletin of Economic Research, Wiley Blackwell, vol. 76(2), pages 545-595, April.
  • Handle: RePEc:bla:buecrs:v:76:y:2024:i:2:p:545-595
    DOI: 10.1111/boer.12438
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    1. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 497-532.
    2. David W. Johnston & Carol Propper & Stephen E. Pudney & Michael A. Shields, 2014. "The income gradient in childhood mental health: all in the eye of the beholder?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 177(4), pages 807-827, October.
    3. Di Maio, Michele & Nandi, Tushar K., 2013. "The effect of the Israeli–Palestinian conflict on child labor and school attendance in the West Bank," Journal of Development Economics, Elsevier, vol. 100(1), pages 107-116.
    4. Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Costas Meghir & Marta Rubio-Codina, 2020. "Estimating the Production Function for Human Capital: Results from a Randomized Controlled Trial in Colombia," American Economic Review, American Economic Association, vol. 110(1), pages 48-85, January.
    5. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    6. Caroline M. Hoxby, 2000. "The Effects of Class Size on Student Achievement: New Evidence from Population Variation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1239-1285.
    7. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    8. Cohen-Zada, Danny & Gradstein, Mark & Reuven, Ehud, 2009. "Class Size and the Regression Discontinuity Design: The Case of Public Schools," IZA Discussion Papers 4679, Institute of Labor Economics (IZA).
    9. Kelly Bedard & Elizabeth Dhuey, 2006. "The Persistence of Early Childhood Maturity: International Evidence of Long-Run Age Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1437-1472.
    10. Denny, Kevin & Oppedisano, Veruska, 2013. "The surprising effect of larger class sizes: Evidence using two identification strategies," Labour Economics, Elsevier, vol. 23(C), pages 57-65.
    11. Nadir Altinok & Geeta Kingdon, 2012. "New Evidence on Class Size Effects: A Pupil Fixed Effects Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(2), pages 203-234, April.
    12. Miguel Urquiola, 2006. "Identifying Class Size Effects in Developing Countries: Evidence from Rural Bolivia," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 171-177, February.
    13. Edward P. Lazear, 2001. "Educational Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 777-803.
    14. Mansour, Hani & Rees, Daniel I., 2012. "Armed conflict and birth weight: Evidence from the al-Aqsa Intifada," Journal of Development Economics, Elsevier, vol. 99(1), pages 190-199.
    15. Martin Browning & Eskil Heinesen, 2007. "Class Size, Teacher Hours and Educational Attainment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(2), pages 415-438, June.
    16. Diette, Timothy M. & Goldsmith, Arthur H. & Hamilton, Darrick & Darity Jr., William A., 2017. "Child Abuse, Sexual Assault, Community Violence and High School Graduation," Review of Behavioral Economics, now publishers, vol. 4(3), pages 215-240, November.
    17. Magnus Carlsson & Gordon B. Dahl & Björn Öckert & Dan-Olof Rooth, 2015. "The Effect of Schooling on Cognitive Skills," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 533-547, July.
    18. M. Niaz Asadullah, 2005. "The effect of class size on student achievement: evidence from Bangladesh," Applied Economics Letters, Taylor & Francis Journals, vol. 12(4), pages 217-221.
    19. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
    20. Akerhielm, Karen, 1995. "Does class size matter?," Economics of Education Review, Elsevier, vol. 14(3), pages 229-241, September.
    21. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule to Estimate the Effect of Class Size on Scholastic Achievement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 533-575.
    22. Swati Mukerjee, 2018. "Childhood Bullying and Labor Market Outcomes in The United States," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 46(3), pages 313-335, September.
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