IDEAS home Printed from https://ideas.repec.org/p/lev/wrkpap/wp_955.html
   My bibliography  Save this paper

Class Size, Cognitive Abilities, Bullying, and Violent Behavior: Evidence from West Bank Schools

Author

Listed:
  • Sameh Hallaq

Abstract

This study uses rich administrative and survey data to investigate the effects of class size on students' cognitive tests as well as bullying and violent behavior. I use 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 (UNRWA) school system in the West Bank. In addition, I provide 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 main findings suggest that class size has no direct impact on students' cognitive skills except for those in grade six. However, class size reduction improves the quality of life for children by mitigating the bullying and violent behavior among pupils that may negatively affect their achievements. Finally, I point to peer relations and mental health problems as a potential mechanism through which class size affects children's self-reported bullying-victim instances and violent behavior.

Suggested Citation

  • Sameh Hallaq, 2020. "Class Size, Cognitive Abilities, Bullying, and Violent Behavior: Evidence from West Bank Schools," Economics Working Paper Archive wp_955, Levy Economics Institute.
    • Handle: RePEc:lev:wrkpap:wp_955
    as

    Download full text from publisher

    File URL: http://www.levyinstitute.org/pubs/wp_955.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Tine Louise Mundbjerg Eriksen & Helena Skyt Nielsen & Marianne Simonsen, 2012. "The Effects of Bullying in Elementary School," Economics Working Papers 2012-16, Department of Economics and Business Economics, Aarhus University.
    2. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, Oxford University Press, vol. 114(2), pages 497-532.
    3. Wo[ss]mann, Ludger & West, Martin, 2006. "Class-size effects in school systems around the world: Evidence from between-grade variation in TIMSS," European Economic Review, Elsevier, vol. 50(3), pages 695-736, April.
    4. Peter Fredriksson & Björn Öckert & Hessel Oosterbeek, 2013. "Long-Term Effects of Class Size," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 249-285.
    5. Miguel Urquiola & Eric Verhoogen, 2009. "Class-Size Caps, Sorting, and the Regression-Discontinuity Design," American Economic Review, American Economic Association, vol. 99(1), pages 179-215, March.
    6. 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.
    7. 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.
    8. 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.
    9. Niklas Jakobsson & Mattias Persson & Mikael Svensson, 2013. "Class-size effects on adolescents' mental health and well-being in Swedish schools," Education Economics, Taylor & Francis Journals, vol. 21(3), pages 248-263, July.
    10. Robert J. Gary-Bobo & Mohamed-Badrane Mahjoub, 2013. "Estimation of Class-Size Effects, Using "Maimonides' Rule" and Other Instruments: the Case of French Junior High Schools," Annals of Economics and Statistics, GENES, issue 111-112, pages 193-225.
    11. 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).
    12. 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.
    13. 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.
    14. 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.
    15. Bingley, Paul & Jensen, Vibeke Myrup & Walker, Ian, 2005. "The Effects of School Class Size on Length of Post-Compulsory Education: Some Cost-Benefit Analysis," IZA Discussion Papers 1605, Institute of Labor Economics (IZA).
    16. 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.
    17. 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.
    18. Ramaele Moshoeshoe, 2015. "Average and Heterogeneous Effects of Class Size on Educational Achievement in Lesotho," Working Papers 496, Economic Research Southern Africa.
    19. 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.
    20. repec:adr:anecst:y:2013:i:111-112:p:8 is not listed on IDEAS
    21. 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.
    22. 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.
    23. Akerhielm, Karen, 1995. "Does class size matter?," Economics of Education Review, Elsevier, vol. 14(3), pages 229-241, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Christopher Jepsen, 2015. "Class size: Does it matter for student achievement?," IZA World of Labor, Institute of Labor Economics (IZA), pages 190-190, September.
    2. Cohen-Zada, Danny & Gradstein, Mark & Reuven, Ehud, 2013. "Allocation of students in public schools: Theory and new evidence," Economics of Education Review, Elsevier, vol. 34(C), pages 96-106.
    3. Maximilian Bach & Stephan Sievert, 2019. "Birth Cohort Size Variation and the Estimation of Class Size Effects," Discussion Papers of DIW Berlin 1817, DIW Berlin, German Institute for Economic Research.
    4. Masakazu Hojo, 2011. "Education Production Function and Class-Size Effects in Japanese Public Schools," Global COE Hi-Stat Discussion Paper Series gd11-194, Institute of Economic Research, Hitotsubashi University.
    5. Torberg Falch & Astrid Marie Jorde Sandsør & Bjarne Strøm, 2017. "Do Smaller Classes Always Improve Students’ Long-run Outcomes?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(5), pages 654-688, October.
    6. Hægeland, Torbjørn & Raaum, Oddbjørn & Salvanes, Kjell G., 2012. "Pennies from heaven? Using exogenous tax variation to identify effects of school resources on pupil achievement," Economics of Education Review, Elsevier, vol. 31(5), pages 601-614.
    7. Argaw, Bethlehem A. & Puhani, Patrick A., 2018. "Does class size matter for school tracking outcomes after elementary school? Quasi-experimental evidence using administrative panel data from Germany," Economics of Education Review, Elsevier, vol. 65(C), pages 48-57.
    8. Niklas Jakobsson & Mattias Persson & Mikael Svensson, 2013. "Class-size effects on adolescents' mental health and well-being in Swedish schools," Education Economics, Taylor & Francis Journals, vol. 21(3), pages 248-263, July.
    9. Graham McKee & Katharine Sims & Steven Rivkin, 2015. "Disruption, learning, and the heterogeneous benefits of smaller classes," Empirical Economics, Springer, vol. 48(3), pages 1267-1286, May.
    10. Ludger Woessmann, 2016. "The Importance of School Systems: Evidence from International Differences in Student Achievement," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 3-32, Summer.
    11. Sandip Datta & Geeta Gandhi Kingdon, 2023. "Class Size and Learning: Has India Spent Too Much on Reducing Class Size?," The World Bank Economic Review, World Bank, vol. 37(1), pages 24-48.
    12. Adrien Bouguen & Julien Grenet & Marc Gurgand, 2017. "Does class size influence student achievement?," Post-Print halshs-02522747, HAL.
    13. Adrien Bouguen & Julien Grenet & Marc Gurgand, 2017. "Does class size influence student achievement?," Post-Print halshs-02522747, HAL.
    14. Stephen Gibbons & Sandra McNally, 2013. "The Effects of Resources Across School Phases: A Summary of Recent Evidence," CEP Discussion Papers dp1226, Centre for Economic Performance, LSE.
    15. Martin Schlotter & Guido Schwerdt & Ludger Woessmann, 2011. "Econometric methods for causal evaluation of education policies and practices: a non-technical guide," Education Economics, Taylor & Francis Journals, vol. 19(2), pages 109-137.
    16. Nicolai T. Borgen & Lars J. Kirkebøen & Andreas Kotsadam & Oddbjørn Raaum, 2022. "Do funds for more teachers improve student outcomes?," Discussion Papers 982, Statistics Norway, Research Department.
    17. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    18. Alessio Gaggero & Getinet Haile, 2020. "Does class size matter in postgraduate education?," Manchester School, University of Manchester, vol. 88(3), pages 489-505, June.
    19. Joshua D. Angrist & Erich Battistin & Daniela Vuri, 2017. "In a Small Moment: Class Size and Moral Hazard in the Italian Mezzogiorno," American Economic Journal: Applied Economics, American Economic Association, vol. 9(4), pages 216-249, October.
    20. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.

    More about this item

    Keywords

    Class Size; Cognitive Abilities; Bullying; West Bank;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:lev:wrkpap:wp_955. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Elizabeth Dunn (email available below). General contact details of provider: http://www.levyinstitute.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.