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Preventing Youth Violence and Dropout: A Randomized Field Experiment

Author

Listed:
  • Sara Heller
  • Harold A. Pollack
  • Roseanna Ander
  • Jens Ludwig

Abstract

Improving the long-term life outcomes of disadvantaged youth remains a top policy priority in the United States, although identifying successful interventions for adolescents - particularly males - has proven challenging. This paper reports results from a large randomized controlled trial of an intervention for disadvantaged male youth grades 7-10 from high-crime Chicago neighborhoods. The intervention was delivered by two local non-profits and included regular interactions with a pro-social adult, after-school programming, and - perhaps the most novel ingredient - in-school programming designed to reduce common judgment and decision-making problems related to automatic behavior and biased beliefs, or what psychologists call cognitive behavioral therapy (CBT). We randomly assigned 2,740 youth to programming or to a control group; about half those offered programming participated, with the average participant attending 13 sessions. Program participation reduced violent-crime arrests during the program year by 8.1 per 100 youth (a 44 percent reduction). It also generated sustained gains in schooling outcomes equal to 0.14 standard deviations during the program year and 0.19 standard deviations during the follow-up year, which we estimate could lead to higher graduation rates of 3-10 percentage points (7-22 percent). Depending on how one monetizes the social costs of crime, the benefit-cost ratio may be as high as 30:1 from reductions in criminal activity alone.

Suggested Citation

  • Sara Heller & Harold A. Pollack & Roseanna Ander & Jens Ludwig, 2013. "Preventing Youth Violence and Dropout: A Randomized Field Experiment," NBER Working Papers 19014, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:19014
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    1. Yoav Benjamini & Abba M. Krieger & Daniel Yekutieli, 2006. "Adaptive linear step-up procedures that control the false discovery rate," Biometrika, Biometrika Trust, vol. 93(3), pages 491-507, September.
    2. Anderson, Michael L, 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt15n8j26f, Department of Agricultural & Resource Economics, UC Berkeley.
    3. David Deming, 2009. "Early Childhood Intervention and Life-Cycle Skill Development: Evidence from Head Start," American Economic Journal: Applied Economics, American Economic Association, vol. 1(3), pages 111-134, July.
    4. Eliana Garces & Duncan Thomas & Janet Currie, 2002. "Longer-Term Effects of Head Start," American Economic Review, American Economic Association, vol. 92(4), pages 999-1012, September.
    5. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    6. David J. Deming, 2011. "Better Schools, Less Crime?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 2063-2115.
    7. Howard S. Bloom, 1984. "Accounting for No-Shows in Experimental Evaluation Designs," Evaluation Review, , vol. 8(2), pages 225-246, April.
    8. Jens Ludwig & Douglas L. Miller, 2007. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 159-208.
    9. Jeffrey R. Kling & Jens Ludwig & Lawrence F. Katz, 2005. "Neighborhood Effects on Crime for Female and Male Youth: Evidence from a Randomized Housing Voucher Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 87-130.
    10. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    11. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    12. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    13. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    14. repec:mpr:mprres:1899 is not listed on IDEAS
    15. David S. Lee, 2009. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(3), pages 1071-1102.
    16. Patton, G.C. & Bond, L. & Carlin, J.B. & Thomas, L. & Butler, H. & Glover, S. & Catalano, R. & Bowes, G., 2006. "Promoting social inclusion in schools: A group-randomized trial of effects on student health risk behavior and well-being," American Journal of Public Health, American Public Health Association, vol. 96(9), pages 1582-1587.
    17. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    18. James J. Heckman & Paul A. LaFontaine, 2010. "The American High School Graduation Rate: Trends and Levels," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 244-262, May.
    19. Currie, Janet & Thomas, Duncan, 1995. "Does Head Start Make a Difference?," American Economic Review, American Economic Association, vol. 85(3), pages 341-364, June.
    20. Cook, Philip J. & Ludwig, Jens, 2006. "The social costs of gun ownership," Journal of Public Economics, Elsevier, vol. 90(1-2), pages 379-391, January.
    21. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    22. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
    23. Howard S. Bloom & Larry L. Orr & Stephen H. Bell & George Cave & Fred Doolittle & Winston Lin & Johannes M. Bos, 1997. "The Benefits and Costs of JTPA Title II-A Programs: Key Findings from the National Job Training Partnership Act Study," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 549-576.
    24. Peter Z. Schochet & John Burghardt & Sheena McConnell, 2008. "Does Job Corps Work? Impact Findings from the National Job Corps Study," American Economic Review, American Economic Association, vol. 98(5), pages 1864-1886, December.
    25. Wooldridge, Jeffrey M., 1999. "Distribution-free estimation of some nonlinear panel data models," Journal of Econometrics, Elsevier, vol. 90(1), pages 77-97, May.
    26. Mark Dynarski & Philip M. Gleason & Anu Rangarajan & Robert G. Wood, 1998. "Impacts of Dropout Prevention Programs," Mathematica Policy Research Reports 2ede1a98ebf54a8db1ea55f97, Mathematica Policy Research.
    27. repec:mpr:mprres:6097 is not listed on IDEAS
    28. Evans, William N. & Owens, Emily G., 2007. "COPS and crime," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 181-201, February.
    29. Lawrence F. Katz & Jeffrey R. Kling & Jeffrey B. Liebman, 2001. "Moving to Opportunity in Boston: Early Results of a Randomized Mobility Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 607-654.
    30. David A. Weiner & Byron F. Lutz & Jens Ludwig, 2009. "The Effects of School Desegregation on Crime," NBER Working Papers 15380, National Bureau of Economic Research, Inc.
    31. Yona Rubinstein & James J. Heckman, 2001. "The Importance of Noncognitive Skills: Lessons from the GED Testing Program," American Economic Review, American Economic Association, vol. 91(2), pages 145-149, May.
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    Cited by:

    1. van Ours, Jan C. & Williams, Jenny & Ward, Shannon, 2015. "Bad Behavior: Delinquency, Arrest and Early School Leaving," CEPR Discussion Papers 10755, C.E.P.R. Discussion Papers.
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    3. Costello, Anna M. & Down, Andrea K. & Mehta, Mihir N., 2020. "Machine + man: A field experiment on the role of discretion in augmenting AI-based lending models," Journal of Accounting and Economics, Elsevier, vol. 70(2).
    4. Brian Jacob & Max Kapustin & Jens Ludwig, 2014. "Human Capital Effects of Anti-Poverty Programs: Evidence from a Randomized Housing Voucher Lottery," NBER Working Papers 20164, National Bureau of Economic Research, Inc.
    5. Bentaouet Kattan,Raja & Székely,Miguel, 2015. "Analyzing the dynamics of school dropout in upper secondary education in Latin America : a cohort approach," Policy Research Working Paper Series 7223, The World Bank.
    6. Christopher Blattman & Julian C. Jamison & Margaret Sheridan, 2015. "Reducing crime and violence: Experimental evidence from cognitive behavioral therapy in Liberia," NBER Working Papers 21204, National Bureau of Economic Research, Inc.
    7. Xu, Kun & Guan, Zhihua & Xu, Wenli, 2015. "省级财政支出效率空间溢出效应研究:基于超效率dea和gsm模型 [Study on Spatial Spillover Effect of Provincial Fiscal Efficiency: Based on Super-Efficient DEA and GSM Model]," MPRA Paper 71132, University Library of Munich, Germany.
    8. Shannon Ward & Jenny Williams, 2015. "Does Juvenile Delinquency Reduce Educational Attainment?," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 12(4), pages 716-756, December.
    9. Philip J. Cook & Kenneth Dodge & George Farkas & Roland G. Fryer, Jr & Jonathan Guryan & Jens Ludwig & Susan Mayer & Harold Pollack & Laurence Steinberg, 2014. "The (Surprising) Efficacy of Academic and Behavioral Intervention with Disadvantaged Youth: Results from a Randomized Experiment in Chicago," NBER Working Papers 19862, National Bureau of Economic Research, Inc.
    10. Carvalho, Leandro S. & Soares, Rodrigo R., 2016. "Living on the edge: Youth entry, career and exit in drug-selling gangs," Journal of Economic Behavior & Organization, Elsevier, vol. 121(C), pages 77-98.
    11. Stefanie Schurer, 2017. "Does education strengthen the life skills of adolescents?," IZA World of Labor, Institute of Labor Economics (IZA), pages 366-366, June.
    12. Elizabeth W. Cavadel & Jacqueline F. Kauff & Mary Anne Anderson & Sheena McConnell & Michelle Derr, "undated". "Self-Regulation and Goal Attainment: A New Perspective for Employment Programs," Mathematica Policy Research Reports e49aff23628f45bd847fd2e86, Mathematica Policy Research.
    13. Alison Evans Cuellar & Dhaval M. Dave, 2015. "Causal Effects of Mental Health Treatment on Education Outcomes for Youth in the Justice System," NBER Working Papers 21206, National Bureau of Economic Research, Inc.
    14. Rud, I & Van Klaveren, C. & Groot, W. and Maassen van den Brink, H., 2013. "Education and Youth Crime: a Review of the Empirical Literature," Working Papers 48, Top Institute for Evidence Based Education Research.
    15. Ylenia Brilli & Marco Tonello, 2015. "Rethinking the crime reducing effect of education? Mechanisms and evidence from regional divides," Temi di discussione (Economic working papers) 1008, Bank of Italy, Economic Research and International Relations Area.
    16. Sara B. Heller & Anuj K. Shah & Jonathan Guryan & Jens Ludwig & Sendhil Mullainathan & Harold A. Pollack, 2017. "Thinking, Fast and Slow? Some Field Experiments to Reduce Crime and Dropout in Chicago," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 1-54.
    17. Christopher R. Dobronyi & Philip Oreopoulos & Uros Petronijevic, 2017. "Goal Setting, Academic Reminders, and College Success: A Large-Scale Field Experiment," NBER Working Papers 23738, National Bureau of Economic Research, Inc.
    18. Laura Jaitman, 2019. "Frontiers in the economics of crime: lessons for Latin America and the Caribbean," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-36, December.
    19. Christopher Blattman & Jeannie Annan, 2015. "Can Employment Reduce Lawlessness and Rebellion? A Field Experiment with High-Risk Men in a Fragile State," NBER Working Papers 21289, National Bureau of Economic Research, Inc.

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    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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