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Local Labour Market Effects of Unemployment on Crime Induced by Trade Shocks

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  • Deiana, C
Abstract
This paper analyses the effect of a long-term change in unemployment on crime in the US local labour markets (1990-2007). During these last two decades, the US economy has experienced severe structural changes caused by international trade shocks, and China has played a crucial role as a major global exporter. The rapid growth of US exposure to China products triggers the increase in US local unemployment rates. This study documents whether this increasing exposure to Chinese competitiveness has indirectly contributed to the change in the propensity to commit crime through the displacement of workers. I exploit the cross-market variation in import exposure stemming from initial differences in industry specialisation to instrument the unemployment rate. The empirical evidence suggests that a one per cent increase in unemployment rate, induced by a change in Chinese import products, leads to almost a one per cent rise in the total crime rate.

Suggested Citation

  • Deiana, C, 2016. "Local Labour Market Effects of Unemployment on Crime Induced by Trade Shocks," Economics Discussion Papers 16529, University of Essex, Department of Economics.
  • Handle: RePEc:esx:essedp:16529
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    1. David Autor & David Dorn & Gordon Hanson & Kaveh Majlesi, 2020. "Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure," American Economic Review, American Economic Association, vol. 110(10), pages 3139-3183, October.
    2. Raphael, Steven & Winter-Ember, Rudolf, 2001. "Identifying the Effect of Unemployment on Crime," Journal of Law and Economics, University of Chicago Press, vol. 44(1), pages 259-283, April.
    3. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    4. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    5. Stephen Machin & Olivier Marie & Sunčica Vujić, 2011. "The Crime Reducing Effect of Education," Economic Journal, Royal Economic Society, vol. 121(552), pages 463-484, May.
    6. de Blasio, Guido & Maggio, Giuseppe & Menon, Carlo, 2016. "Down and out in Italian towns: Measuring the impact of economic downturns on crime," Economics Letters, Elsevier, vol. 146(C), pages 99-102.
    7. Mari Rege & Torbjørn Skardhamar & Kjetil Telle & Mark Votruba, 2009. "The effect of plant closure on crime," Discussion Papers 593, Statistics Norway, Research Department.
    8. Xiaodong Zhu, 2012. "Understanding China's Growth: Past, Present, and Future," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 103-124, Fall.
    9. Steven D. Levitt, 1996. "The Effect of Prison Population Size on Crime Rates: Evidence from Prison Overcrowding Litigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 319-351.
    10. Yuyu Chen & Ginger Zhe Jin & Yang Yue, 2024. "Peer Migration in China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 257-313, April.
    11. Ferdinando Monte, 2014. "Local Transmission of Trade Shocks," Working Papers 2014-001, Human Capital and Economic Opportunity Working Group.
    12. Alan B. Krueger & Judd Cramer & David Cho, 2014. "Are the Long-Term Unemployed on the Margins of the Labor Market?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(1 (Spring), pages 229-299.
    13. Adrian Wood, 1997. "How Trade Hurt Unskilled Workers," Palgrave Macmillan Books, in: Jitendralal Borkakoti & Chris Milner (ed.), International Trade and Labour Markets, chapter 7, pages 140-168, Palgrave Macmillan.
    14. Anderson, David A, 1999. "The Aggregate Burden of Crime," Journal of Law and Economics, University of Chicago Press, vol. 42(2), pages 611-642, October.
    15. Vicente Donoso & Víctor Martín & Asier Minondo, 2015. "Does Competition from China Raise the Probability of Becoming Unemployed? An Analysis Using Spanish Workers’ Micro-Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 120(2), pages 373-394, January.
    16. Giulio Fella & Giovanni Gallipoli, 2014. "Education and Crime over the Life Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(4), pages 1484-1517.
    17. Mion, Giordano & Zhu, Linke, 2013. "Import competition from and offshoring to China: A curse or blessing for firms?," Journal of International Economics, Elsevier, vol. 89(1), pages 202-215.
    18. Bernard, Andrew B. & Jensen, J. Bradford & Schott, Peter K., 2006. "Survival of the best fit: Exposure to low-wage countries and the (uneven) growth of U.S. manufacturing plants," Journal of International Economics, Elsevier, vol. 68(1), pages 219-237, January.
    19. Hale Utar, 2014. "When the Floodgates Open: "Northern" Firms' Response to Removal of Trade Quotas on Chinese Goods," American Economic Journal: Applied Economics, American Economic Association, vol. 6(4), pages 226-250, October.
    20. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    21. Alan B. Krueger & Judd Cramer & David Cho, 2014. "Are the Long-Term Unemployed on the Margins of the Labor Market?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 229-299.
    22. Francesca Mazzolari & Giuseppe Ragusa, 2013. "Spillovers from High-Skill Consumption to Low-Skill Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 74-86, March.
    23. Dani Rodrik, 2006. "What’s So Special about China’s Exports?," Working Papers id:410, eSocialSciences.
    24. Justin R. Pierce & Peter K. Schott, 2009. "A Concordance Between Ten-Digit U.S. Harmonized System Codes and SIC/NAICS Product Classes and Industries," NBER Working Papers 15548, National Bureau of Economic Research, Inc.
    25. 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.
    26. Dani Rodrik, 2006. "What's So Special about China's Exports?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 14(5), pages 1-19, September.
    27. Balsvik, Ragnhild & Jensen, Sissel & Salvanes, Kjell G., 2015. "Made in China, sold in Norway: Local labor market effects of an import shock," Journal of Public Economics, Elsevier, vol. 127(C), pages 137-144.
    28. Lakshmi Iyer & Petia Topalova, 2014. "Poverty and Crime: Evidence from Rainfall and Trade Shocks in India," Harvard Business School Working Papers 14-067, Harvard Business School, revised Aug 2014.
    29. Lance Lochner, 2004. "Education, Work, And Crime: A Human Capital Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 811-843, August.
    30. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    31. Denis Fougère & Francis Kramarz & Julien Pouget, 2009. "Youth Unemployment and Crime in France," Journal of the European Economic Association, MIT Press, vol. 7(5), pages 909-938, September.
    32. Tolbert, Charles M. & Sizer, Molly, 1996. "U.S. Commuting Zones and Labor Market Areas: A 1990 Update," Staff Reports 278812, United States Department of Agriculture, Economic Research Service.
    33. 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.
    34. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    35. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    36. Shushanik Hakobyan & John McLaren, 2016. "Looking for Local Labor Market Effects of NAFTA," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 728-741, October.
    37. Julie Berry Cullen & Steven D. Levitt, 1999. "Crime, Urban Flight, And The Consequences For Cities," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 159-169, May.
    38. Eric D. Gould & Bruce A. Weinberg & David B. Mustard, 2002. "Crime Rates And Local Labor Market Opportunities In The United States: 1979-1997," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 45-61, February.
    39. Mustard, David B., 2010. "How Do Labor Markets Affect Crime? New Evidence on an Old Puzzle," IZA Discussion Papers 4856, Institute of Labor Economics (IZA).
    40. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    41. Topel, Robert H, 1986. "Local Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 111-143, June.
    42. Durlauf, Steven N. & Navarro, Salvador & Rivers, David A., 2016. "Model uncertainty and the effect of shall-issue right-to-carry laws on crime," European Economic Review, Elsevier, vol. 81(C), pages 32-67.
    43. Brian Bell & Anna Bindler & Stephen Machin, 2018. "Crime Scars: Recessions and the Making of Career Criminals," The Review of Economics and Statistics, MIT Press, vol. 100(3), pages 392-404, July.
    44. Edward L. Glaeser & Joseph Gyourko & Raven E. Saks, 2006. "Urban growth and housing supply," Journal of Economic Geography, Oxford University Press, vol. 6(1), pages 71-89, January.
    45. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    46. Iacovone, Leonardo & Rauch, Ferdinand & Winters, L. Alan, 2013. "Trade as an engine of creative destruction: Mexican experience with Chinese competition," Journal of International Economics, Elsevier, vol. 89(2), pages 379-392.
    47. Ming-Jen Lin, 2008. "Does Unemployment Increase Crime?: Evidence from U.S. Data 1974–2000," Journal of Human Resources, University of Wisconsin Press, vol. 43(2), pages 413-436.
    48. Levitt, Steven D, 1997. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime," American Economic Review, American Economic Association, vol. 87(3), pages 270-290, June.
    49. Grogger, Jeff, 1998. "Market Wages and Youth Crime," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 756-791, October.
    50. Dix-Carneiro, Rafael & Soares, Rodrigo R. & Ulyssea, Gabriel, 2016. "Local Labor Market Conditions and Crime: Evidence from the Brazilian Trade Liberalization," IZA Discussion Papers 9638, Institute of Labor Economics (IZA).
    51. Erhan Artuç & Shubham Chaudhuri & John McLaren, 2010. "Trade Shocks and Labor Adjustment: A Structural Empirical Approach," American Economic Review, American Economic Association, vol. 100(3), pages 1008-1045, June.
    52. Bruce L. Benson & Paul R. Zimmerman (ed.), 2010. "Handbook on the Economics of Crime," Books, Edward Elgar Publishing, number 13180.
    53. Tolbert, Charles M., II & Killian, Molly Sizer, 1987. "Labor Market Areas for the United States," Staff Reports 277959, United States Department of Agriculture, Economic Research Service.
    54. Cornwell, Christopher & Trumbull, William N, 1994. "Estimating the Economic Model of Crime with Panel Data," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 360-366, May.
    55. Utar, Hale & Ruiz, Luis B. Torres, 2013. "International competition and industrial evolution: Evidence from the impact of Chinese competition on Mexican maquiladoras," Journal of Development Economics, Elsevier, vol. 105(C), pages 267-287.
    56. Ehrlich, Isaac, 1973. "Participation in Illegitimate Activities: A Theoretical and Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 521-565, May-June.
    57. Bindler, Anna, 2016. "Still unemployed, what next? Crime and unemployment duration," Working Papers in Economics 660, University of Gothenburg, Department of Economics.
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