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Exploring causal relationship between Major League Baseball games and crime: a synthetic control analysis

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  • Hyunwoong Pyun

    (West Virginia University)

Abstract

Using the Washington Nationals case, which moved from Montreal, Canada, to Washington, DC in 2005, as a natural experiment, I examine the impact of MLB games on crime in a host city. To address endogeneity concerns, this paper applies a synthetic control method with using 21 large cities which host an MLB team as a “donor pool” and employs a triple difference-in-difference approach to estimate the change in crime before and after the Nationals coming, between MLB season and off-season, and Washington, DC and the synthetic Washington. With using monthly crime data from the Uniform Crime Report, only assaults increased by 7–7.5% annually after the Nationals moved to DC; other crimes were unchanged. This result is supported by statistical significance and in-space placebo tests, and several alternative specifications in robustness check. These increases in assaults could be associated with additional costs, annually from $20 to $35 million. Little to no evidence of a causal relationship between MLB games and other types of crime.

Suggested Citation

  • Hyunwoong Pyun, 2019. "Exploring causal relationship between Major League Baseball games and crime: a synthetic control analysis," Empirical Economics, Springer, vol. 57(1), pages 365-383, July.
    • Handle: RePEc:spr:empeco:v:57:y:2019:i:1:d:10.1007_s00181-018-1440-9
    DOI: 10.1007/s00181-018-1440-9
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    as
    1. David E. Kalist & Daniel Y. Lee, 2016. "The National Football League," Journal of Sports Economics, , vol. 17(8), pages 863-882, December.
    2. Munasib, Abdul & Rickman, Dan S., 2015. "Regional economic impacts of the shale gas and tight oil boom: A synthetic control analysis," Regional Science and Urban Economics, Elsevier, vol. 50(C), pages 1-17.
    3. 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.
    4. Sarah Bohn & Magnus Lofstrom & Steven Raphael, 2014. "Did the 2007 Legal Arizona Workers Act Reduce the State's Unauthorized Immigrant Population?," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 258-269, May.
    5. Hyunwoong Pyun & Joshua C. Hall, 2019. "Does the presence of professional football cause crime in a city? Evidence from Pontiac, Michigan," Applied Economics, Taylor & Francis Journals, vol. 51(36), pages 3958-3970, August.
    6. 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.
    7. Olivier Marie, 2016. "Police and thieves in the stadium: measuring the (multiple) effects of football matches on crime," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(1), pages 273-292, January.
    8. David Card & Gordon B. Dahl, 2011. "Family Violence and Football: The Effect of Unexpected Emotional Cues on Violent Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 103-143.
    9. Peter A. Groothuis & Bruce K. Johnson & John C. Whitehead, 2004. "Public Funding of Professional Sports Stadiums: Public Choice or Civic Pride?," Eastern Economic Journal, Eastern Economic Association, vol. 30(4), pages 515-526, Fall.
    10. John J. Siegfried & Andrew Zimbalist, 2000. "The Economics of Sports Facilities and Their Communities," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 95-114, Summer.
    11. Munyo, Ignacio & Rossi, Martín A., 2013. "Frustration, euphoria, and violent crime," Journal of Economic Behavior & Organization, Elsevier, vol. 89(C), pages 136-142.
    12. Cho, Hyun-Chul & Abe, Shuzo, 2013. "Is two-tailed testing for directional research hypotheses tests legitimate?," Journal of Business Research, Elsevier, vol. 66(9), pages 1261-1266.
    13. Robert Baumann & Bryan Engelhardt & Victor Matheson & Taylor Ciavarra, 2009. "Sports Franchises, Stadiums, and City Livability: An Examination of Professional Sports and Crime Rates," Working Papers 0913, College of the Holy Cross, Department of Economics.
    14. 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.
    15. Daniel I. Rees & Kevin T. Schnepel, 2009. "College Football Games and Crime," Journal of Sports Economics, , vol. 10(1), pages 68-87, February.
    16. Bruce K. Johnson & Peter A. Groothuis & John C. Whitehead, 2001. "The Value of Public Goods Generated by a Major League Sports Team," Journal of Sports Economics, , vol. 2(1), pages 6-21, February.
    17. 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.
    18. C. Fritz Foley, 2011. "Welfare Payments and Crime," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 97-112, February.
    19. 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.
    20. Coates, Dennis & Humphreys, Brad R., 2003. "The effect of professional sports on earnings and employment in the services and retail sectors in US cities," Regional Science and Urban Economics, Elsevier, vol. 33(2), pages 175-198, March.
    21. Dennis Coates & Brad R. Humphreys, 2002. "The Economic Impact of Postseason Play in Professional Sports," Journal of Sports Economics, , vol. 3(3), pages 291-299, August.
    22. Stephen B. Billings & Craig A. Depken, 2011. "Sport Events and Criminal Activity: A Spatial Analysis," Sports Economics, Management, and Policy, in: R. Todd Jewell (ed.), Violence and Aggression in Sporting Contests, edition 1, chapter 0, pages 175-187, Springer.
    23. Buonanno, Paolo & Montolio, Daniel, 2008. "Identifying the socio-economic and demographic determinants of crime across Spanish provinces," International Review of Law and Economics, Elsevier, vol. 28(2), pages 89-97, June.
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    2. Zachary T. Keeler & Heather M. Stephens & Brad R. Humphreys, 2021. "The Amenity Value of Sports Facilities: Evidence From the Staples Center in Los Angeles," Journal of Sports Economics, , vol. 22(7), pages 799-822, October.
    3. Brad R. Humphreys & Geoffrey Propheter, "undated". "NFL Franchise Departures and Nearby Home Prices," Working Papers 24-05, Department of Economics, West Virginia University.
    4. Benjamin Blemings & Brad Humphreys, 2024. "Public Financing of Professional Sports Facilities and Drug Asset Forfeiture," Public Finance Review, , vol. 52(4), pages 439-465, July.
    5. John Charles Bradbury, 2022. "Does hosting a professional sports team benefit the local community? Evidence from property assessments," Economics of Governance, Springer, vol. 23(3), pages 219-252, December.
    6. Hiroaki Funahashi & Alexander Cardazzi & Nicholas Masafumi Watanabe, 2023. "Mass Gathering Sport Events and the Spread of Viral Respiratory Infection: Japanese Professional Baseball and Influenza," Journal of Sports Economics, , vol. 24(5), pages 551-578, June.
    7. John Charles Bradbury & Dennis Coates & Brad R. Humphreys, 2023. "The impact of professional sports franchises and venues on local economies: A comprehensive survey," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1389-1431, September.
    8. Geoffrey Propheter, 2023. "Sports Facilities as a Housing Amenity: Do Prices Follow Facilities?," Journal of Sports Economics, , vol. 24(4), pages 443-474, May.
    9. Rodríguez-Puello, Gabriel, 2024. "Digging for Trouble? Uncovering the Link Between Mining Booms and Crime," OSF Preprints s8ayp, Center for Open Science.
    10. Dennis Mares & Emily Blackburn, 2019. "Major League Baseball and Crime: Opportunity, Spatial Patterns, and Team Rivalry at St. Louis Cardinal Games," Journal of Sports Economics, , vol. 20(7), pages 875-902, October.
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    12. Brad R. Humphreys & Jane E. Ruseski, 2019. "Geographic Determinants of Infant Health: The Impact of Sports Facility Construction Projects," Working Papers 19-06, Department of Economics, West Virginia University.
    13. Aakrit Joshi & Brady P. Horn & Robert P. Berrens, 2020. "Major league soccer expansion and property values: do sports franchises generate amenities or disamenities?," Applied Economics, Taylor & Francis Journals, vol. 52(44), pages 4881-4899, September.

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    More about this item

    Keywords

    Major League Baseball; Stadium; Uniform Crime Report; Externality;
    All these keywords.

    JEL classification:

    • R53 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Public Facility Location Analysis; Public Investment and Capital Stock
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • Z28 - Other Special Topics - - Sports Economics - - - Policy

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