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Gentrification, gun violence, and drug markets

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  • Porreca, Zachary

Abstract

I demonstrate the linkage between gentrification and gun violence. As the underlying mechanism, I focus on gentrification’s displacement effect on local drug markets. Using two-way fixed effects differences-in-differences estimators, I show the gentrification of one block increases violence across the surrounding neighborhood. I find that some 2400 (8%) of Philadelphia’s shootings between the years 2011 and 2020 can be attributed to spillover effects from the gentrification of drug blocks. This effect is nearly ten times stronger than that observed on blocks without high levels of drug crime. This study also contributes a new empirical measurement of gentrification drawn primarily from property sales, along with building, zoning, and alteration permit issuance and utilizes a novel nearest-neighbor network approach to identify spatial spillover effects.

Suggested Citation

  • Porreca, Zachary, 2023. "Gentrification, gun violence, and drug markets," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 235-256.
  • Handle: RePEc:eee:jeborg:v:207:y:2023:i:c:p:235-256
    DOI: 10.1016/j.jebo.2023.01.017
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    References listed on IDEAS

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    1. Juan Camilo Castillo & Daniel Mejía & Pascual Restrepo, 2020. "Scarcity without Leviathan: The Violent Effects of Cocaine Supply Shortages in the Mexican Drug War," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 269-286, May.
    2. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    3. Guojun He & Shaoda Wang, 2017. "Do College Graduates Serving as Village Officials Help Rural China?," American Economic Journal: Applied Economics, American Economic Association, vol. 9(4), pages 186-215, October.
    4. Jesse Bruhn, 2021. "Competition in the Black Market:Estimating the Causal Effect of Gangs in Chicago," Working Papers 2021-004, Brown University, Department of Economics.
    5. Michelle Trawick & Roy Howsen, 2006. "Crime and community heterogeneity: race, ethnicity, and religion," Applied Economics Letters, Taylor & Francis Journals, vol. 13(6), pages 341-345.
    6. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1243-1284.
    7. Helms, Andrew C., 2003. "Understanding gentrification: an empirical analysis of the determinants of urban housing renovation," Journal of Urban Economics, Elsevier, vol. 54(3), pages 474-498, November.
    8. Stergios Skaperdas, 2001. "The political economy of organized crime: providing protection when the state does not," Economics of Governance, Springer, vol. 2(3), pages 173-202, November.
    9. Skarbek, David, 2016. "Covenants without the Sword? Comparing Prison Self-Governance Globally," American Political Science Review, Cambridge University Press, vol. 110(4), pages 845-862, November.
    10. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    11. Dragan, Kacie & Ellen, Ingrid Gould & Glied, Sherry, 2020. "Does gentrification displace poor children and their families? New evidence from medicaid data in New York City," Regional Science and Urban Economics, Elsevier, vol. 83(C).
    12. Skaperdas, Stergios, 1992. "Cooperation, Conflict, and Power in the Absence of Property Rights," American Economic Review, American Economic Association, vol. 82(4), pages 720-739, September.
    13. Porreca, Zachary, 2022. "Synthetic difference-in-differences estimation with staggered treatment timing," Economics Letters, Elsevier, vol. 220(C).
    14. DeAngelo, Gregory, 2012. "Making space for crime: A spatial analysis of criminal competition," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 42-51.
    15. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    16. Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
    17. Ellen, Ingrid Gould & Horn, Keren Mertens & Reed, Davin, 2019. "Has falling crime invited gentrification?," Journal of Housing Economics, Elsevier, vol. 46(C).
    18. David H. Autor & Christopher J. Palmer & Parag A. Pathak, 2017. "Gentrification and the Amenity Value of Crime Reductions: Evidence from Rent Deregulation," NBER Working Papers 23914, National Bureau of Economic Research, Inc.
    19. Jonathan Roth, 2022. "Pretest with Caution: Event-Study Estimates after Testing for Parallel Trends," American Economic Review: Insights, American Economic Association, vol. 4(3), pages 305-322, September.
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    More about this item

    Keywords

    Gentrification; Illegal Drugs; Violence; Crime; Guns;
    All these keywords.

    JEL classification:

    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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