IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v209y2023icp91-112.html
   My bibliography  Save this article

Main street business initiatives and crime in small towns

Author

Listed:
  • Johnson, Josiah
  • Smith, Rhet A.

Abstract

Small businesses are vital to the municipalities they serve. Significant government resources and geographically-targeted economic policies are allocated toward enhancing their presence and impact on the community. In this paper, we exploit a television show contest among small towns for a $500,000 revitalization award to study the impact of place-based economic policies on crime. We use a difference-in-differences approach and synthetic control techniques and find significant declines in property crimes for two of the three winning towns examined. Our results shed light on the positive spillover effects of place-based initiatives and the effectiveness of these investments as a crime reduction strategy in small towns. We estimate a savings from fewer crimes of between $80,000 to $100,000 annually following the year the investment occurs.

Suggested Citation

  • Johnson, Josiah & Smith, Rhet A., 2023. "Main street business initiatives and crime in small towns," Journal of Economic Behavior & Organization, Elsevier, vol. 209(C), pages 91-112.
    • Handle: RePEc:eee:jeborg:v:209:y:2023:i:c:p:91-112
    DOI: 10.1016/j.jebo.2023.02.016
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268123000501
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jebo.2023.02.016?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Fernández-Val, Iván & Weidner, Martin, 2016. "Individual and time effects in nonlinear panel models with large N, T," Journal of Econometrics, Elsevier, vol. 192(1), pages 291-312.
    2. Chu, Yu-Wei Luke & Townsend, Wilbur, 2019. "Joint culpability: The effects of medical marijuana laws on crime," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 502-525.
    3. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    4. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    5. Aaron Chalfin & Justin McCrary, 2018. "Are U.S. Cities Underpoliced? Theory and Evidence," The Review of Economics and Statistics, MIT Press, vol. 100(1), pages 167-186, March.
    6. Fe, Hao & Sanfelice, Viviane, 2022. "How bad is crime for business? Evidence from consumer behavior," Journal of Urban Economics, Elsevier, vol. 129(C).
    7. 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.
    8. Aaron Chalfin & Justin McCrary, 2017. "Criminal Deterrence: A Review of the Literature," Journal of Economic Literature, American Economic Association, vol. 55(1), pages 5-48, March.
    9. Matthew Freedman, 2013. "Targeted Business Incentives and Local Labor Markets," Journal of Human Resources, University of Wisconsin Press, vol. 48(2), pages 311-344.
    10. Ashok Kaul & Stefan Klößner & Gregor Pfeifer & Manuel Schieler, 2022. "Standard Synthetic Control Methods: The Case of Using All Preintervention Outcomes Together With Covariates," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1362-1376, June.
    11. Edward L. Glaeser & Joshua D. Gottlieb, 2008. "The Economics of Place-Making Policies," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(1 (Spring), pages 155-253.
    12. Matias Busso & Jesse Gregory & Patrick Kline, 2013. "Assessing the Incidence and Efficiency of a Prominent Place Based Policy," American Economic Review, American Economic Association, vol. 103(2), pages 897-947, April.
    13. Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2013. "Catastrophic Natural Disasters and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1549-1561, December.
    14. Mirko Draca & Stephen Machin, 2015. "Crime and Economic Incentives," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 389-408, August.
    15. Patrick Kline & Enrico Moretti, 2014. "People, Places, and Public Policy: Some Simple Welfare Economics of Local Economic Development Programs," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 629-662, August.
    16. Jeffrey M. Wooldridge, 2003. "Cluster-Sample Methods in Applied Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 133-138, May.
    17. Rablen, Matthew D. & Oswald, Andrew J., 2008. "Mortality and immortality: The Nobel Prize as an experiment into the effect of status upon longevity," Journal of Health Economics, Elsevier, vol. 27(6), pages 1462-1471, December.
    18. Vedran Recher & Ivica Rubil, 2020. "More Tourism, More Crime: Evidence from Croatia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 651-675, January.
    19. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    20. Isaac Ehrlich, 1996. "Crime, Punishment, and the Market for Offenses," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 43-67, Winter.
    21. Rebecca Diamond & Tim McQuade, 2019. "Who Wants Affordable Housing in Their Backyard? An Equilibrium Analysis of Low-Income Property Development," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1063-1117.
    22. Neumark, David & Kolko, Jed, 2010. "Do enterprise zones create jobs? Evidence from California's enterprise zone program," Journal of Urban Economics, Elsevier, vol. 68(1), pages 1-19, July.
    23. Chang, Tom Y. & Jacobson, Mireille, 2017. "Going to pot? The impact of dispensary closures on crime," Journal of Urban Economics, Elsevier, vol. 100(C), pages 120-136.
    24. Everett, Jim & Watson, John, 1998. "Small Business Failure and External Risk Factors," Small Business Economics, Springer, vol. 11(4), pages 371-390, December.
    25. Hoffman, Ian & Mast, Evan, 2019. "Heterogeneity in the effect of federal spending on local crime: Evidence from causal forests," Regional Science and Urban Economics, Elsevier, vol. 78(C).
    26. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    27. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    28. Sebastian Galiani & Brian Quistorff, 2017. "The synth runner package: Utilities to automate synthetic control estimation using synth," Stata Journal, StataCorp LP, vol. 17(4), pages 834-849, December.
    29. Kalwij, Adriaan, 2018. "The effects of competition outcomes on health: Evidence from the lifespans of U.S. Olympic medalists," Economics & Human Biology, Elsevier, vol. 31(C), pages 276-286.
    30. Ya Yu & C. Nicholas Mckinney & Steven B. Caudill & Franklin G. Mixon, 2016. "Athletic contests and individual robberies: an analysis based on hourly crime data," Applied Economics, Taylor & Francis Journals, vol. 48(8), pages 723-730, February.
    31. Freedman, Matthew & Owens, Emily G., 2011. "Low-income housing development and crime," Journal of Urban Economics, Elsevier, vol. 70(2-3), pages 115-131, September.
    32. Alonso, José M. & Andrews, Rhys & Jorda, Vanesa, 2019. "Do neighbourhood renewal programs reduce crime rates? Evidence from England," Journal of Urban Economics, Elsevier, vol. 110(C), pages 51-69.
    33. Baylee Smith & Angelino Viceisza, 2018. "Bite me! ABC’s Shark Tank as a path to entrepreneurship," Small Business Economics, Springer, vol. 50(3), pages 463-479, March.
    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. Nathan, Max, 2022. "Does light touch cluster policy work? Evaluating the tech city programme," Research Policy, Elsevier, vol. 51(9).
    2. Rodríguez-Puello, Gabriel, 2024. "Digging for Trouble? Uncovering the Link Between Mining Booms and Crime," OSF Preprints s8ayp, Center for Open Science.
    3. Maximiliano Marzetti & Rok Spruk, 2023. "Long-Term Economic Effects of Populist Legal Reforms: Evidence from Argentina," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 65(1), pages 60-95, March.
    4. Gao, Ming & Gu, Qiankun & He, Shijun, 2022. "Place-based policies, administrative hierarchy, and city growth: Evidence from China," Economic Modelling, Elsevier, vol. 115(C).
    5. Blouri, Yashar & Ehrlich, Maximilian V., 2020. "On the optimal design of place-based policies: A structural evaluation of EU regional transfers," Journal of International Economics, Elsevier, vol. 125(C).
    6. Cummins Joseph & Miller Douglas L. & Smith Brock & Simon David, 2024. "Matching on Noise: Finite Sample Bias in the Synthetic Control Estimator," Journal of Econometric Methods, De Gruyter, vol. 13(1), pages 67-95, January.
    7. Francesconi, Marco & James, Jonathan, 2021. "None for the Road? Stricter Drink Driving Laws and Road Accidents," Journal of Health Economics, Elsevier, vol. 79(C).
    8. Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
    9. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
    10. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
    11. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    12. Pekka Malo & Juha Eskelinen & Xun Zhou & Timo Kuosmanen, 2024. "Computing Synthetic Controls Using Bilevel Optimization," Computational Economics, Springer;Society for Computational Economics, vol. 64(2), pages 1113-1136, August.
    13. Adam Scavette, 2023. "The Impact of New Jersey's Urban Enterprise Zones on Local Employment: A Synthetic Control Approach," Economic Development Quarterly, , vol. 37(2), pages 127-142, May.
    14. Avdic, Daniel & von Hinke, Stephanie, 2021. "Extending alcohol retailers’ opening hours: Evidence from Sweden," European Economic Review, Elsevier, vol. 138(C).
    15. Robbert Maseland & Rok Spruk, 2023. "The benefits of US statehood: an analysis of the growth effects of joining the USA," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 17(1), pages 49-89, January.
    16. Ayala, Luis & Martín-Román, Javier & Navarro, Carolina, 2023. "Unemployment shocks and material deprivation in the European Union: A synthetic control approach," Economic Systems, Elsevier, vol. 47(1).
    17. Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
    18. Gabriel, Ricardo Duque & Pessoa, Ana Sofia, 2024. "Adopting the euro: A synthetic control approach," European Journal of Political Economy, Elsevier, vol. 83(C).
    19. Thierry Mayer & Florian Mayneris & Loriane Py, 2017. "The impact of Urban Enterprise Zones on establishment location decisions and labor market outcomes: evidence from France," Journal of Economic Geography, Oxford University Press, vol. 17(4), pages 709-752.
    20. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.

    More about this item

    Keywords

    Small business; Crime; Place-based policies; Synthetic control; Crime deterrence;
    All these keywords.

    JEL classification:

    • H76 - Public Economics - - State and Local Government; Intergovernmental Relations - - - Other Expenditure Categories
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • D62 - Microeconomics - - Welfare Economics - - - Externalities
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    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:eee:jeborg:v:209:y:2023:i:c:p:91-112. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    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.