The current study addresses the spatial clustering of all crimes, property crimes, and violent crimes on days the Atlanta Falcons play home games versus days with no sporting events, and examines whether opening a new stadium affects the spatial clustering of crime. The study finds that spatial clusters of crime are stable for days with no sporting events across time frames. When the Falcons play home games, there is a significant spatial clustering of all crimes and property crimes near the stadium. Violent crime clusters show the most instability across game days and time frames. The study provides evidence that stadiums have a spatial and temporal effect that alters the spatial clustering of crime on game days.
AndersonJ. M.MacDonaldJ. M.BluthenthalR.AshwoodJ. S. (2013). Reducing crime by shaping the built environment with zoning: An empirical study of Los Angeles. University of Pennsylvania Law Review, 161, 699–756.
2.
AndresenM. A.TongW. (2012). The impact of the 2010 winter Olympic games on crime in Vancouver. Canadian Journal of Criminology and Criminal Justice, 54(3), 333–361.
3.
BagwellR.BlockK.LealW. E.PiqueroA. R. (2023). The association between professional sporting events and police calls for service in San Antonio, Texas. Journal of Crime and Justice, 46(5), 579–592.
4.
BagwellR.LealW. E.RoyS. S.FlanaganH.BrittonL.PiqueroA. R.BlockK. (2024). The geospatial patterning of crimes against persons calls for service on days with and without San Antonio Spurs games. Journal of Experimental Criminology, 21, 625–648.
5.
BaileyT. C.GatrellA. C. (1995). Interactive spatial data analysis. Routledge.
6.
BaumannR.CiavarraT.EnglehardtB.MathesonV. A. (2012). Sports Franchises, events, and city livability: An examination of spectator sports and crime rates. The Economic and Labour Relations Review: ELRR, 23(2), 83–97. https://doi.org/10.1177/103530461202300207
7.
BernascoW.BlockR. (2011). Robberies in Chicago: A block-level analysis of the influence of crime generators, crime attractors, and offender anchor points. Journal of Research in Crime and Delinquency, 48(1), 33–57.
8.
BillingsS. B.DepkenC. A. (2011). Sport events and criminal activity: A spatial analysis. In Todd JewellR. (Ed.), Violence and aggression in sporting contests: Economics, history and policy (pp. 175–187). Springer New York.
9.
BlockK. (2021). Professional sports and crime: Do professional hockey games increase city-level crime rates?Crime & Delinquency, 67(12), 2069–2087.
10.
BowersK. (2014). Risky facilities: Crime radiators or crime absorbers? A comparison of internal and external levels of theft. Journal of Quantitative Criminology, 30(3), 389–414.
11.
BowesD. R. (2007). A two-stage model of the simultaneous relationship between retail development and crime. Economic Development Quarterly, 21(1), 79–90.
12.
BrantinghamP. L.BrantinghamP. J. (1981). Notes on the geometry of crime. In BrantinghamP. J.BrantinghamP. L. (Eds.), Environmental criminology (pp. 27–54). Sage.
13.
BrantinghamP. L.BrantinghamP. J. (1993). Nodes, paths, and edges: Considerations on the complexity of crime and the physical environment. Journal of Environmental Psychology, 13(1), 3–28. https://doi.org/10.1016/S0272-4944(05)80212-9
14.
BrantinghamP. L.BrantinghamP. J. (1995). Criminality of place: Crime generators and crime attractors. European Journal on Criminal Policy and Research, 3(3), 5–26. https://doi.org/10.1007/BF02242925
15.
BreetzkeG.CohnE. G. (2013). Sporting events and the spatial patterning of crime in South Africa: Local interpretations and international implications. Canadian Journal of Criminology and Criminal Justice, 55(3), 387–420.
16.
CampedelliG. M.PizaE. L.PiqueroA. R.KurlandJ. (2024). Evidence on the impact of the Prudential Center on crime in downtown Newark. Journal of Experimental Criminology, 20, 1225–1251.
17.
CardD.DahlG. B. (2011). Family violence and football: The effect of unexpected emotional cues on violent behavior. The Quarterly Journal of Economics, 126(1), 103–143.
18.
CeccatoV.HainingR.SignorettaP. (2002). Exploring offence statistics in Stockholm City using spatial analysis tools. Annals of the Association of American Geographers, 92(1), 29–51.
CoatesD.HumphreysB. R. (2003). Professional sports facilities, franchises, and urban economic development. Public Finance and Management, 3(3), 335–357.
21.
CohenL. E.FelsonM. (1979). Social change and crime rate trends: A routine activity approach. American Sociological Review, 44, 588–608.
22.
ConnealyN. T.CortsM. (2024). What makes risky facilities “risky?” A remote systematic social observation of environmental crime predictors at bars in Denver using Google Street view imagery. Journal of Criminal Justice, 95, Article 102288.
23.
CopusR.LaqueurH. (2019). Entertainment as crime prevention: Evidence from Chicago sports games. Journal of Sports Economics, 20(3), 344–370.
24.
DeckardM.SchnellC. G. (2022). The temporal (in)stability of violent crime hot spots between months and the modifiable temporal unit problem. Crime & Delinquency, 69, 1312–1335. https://doi.org/10.1177/00111287221128483
FrazierA. E.Bagchi-SenS.KnightJ. (2013). The spatio-temporal impacts of demolition land use policy and crime in a shrinking city. Applied Geography, 41, 55–64.
33.
GayerT.DrukkerA.GoldA. K. (2016). Tax-exempt municipal bonds and the financing of professional sports stadiums. Economic Studies at Brookings.
34.
GeiblerR. H.RiddellJ. R.HillJ. B. (2025). The impact of building the Mercedes-Benz Stadium on crime in Atlanta, GA. Journal of Criminal Justice, 97, Article 102369.
35.
GroffE. R.LockwoodB. (2014). Criminogenic facilities and crime across street segments in Philadelphia: Uncovering evidence about the spatial extent of facility influence. Journal of Research in Crime and Delinquency, 51(3), 277–314.
36.
HeZ.LaiR.WangZ.LiuH.DengM. (2022). Comparative study of approaches for detecting crime hotspots with considering concentration and shape characteristics. International Journal of Environmental Research and Public Health, 19(21), 14350.
37.
HumphreysB. R.ZhouL. (2015). Sports facilities, agglomeration, and public subsidies. Regional Science and Urban Economics, 54, 60–73.
38.
IslamM. Q. (2019). Local development effect of sports facilities and sports teams: Case studies using synthetic control method. Journal of Sports Economics, 20(2), 242–260.
39.
JasinaJ.RotthoffK. W. (2008). The impact of a professional sports franchise on county employment and wages. International Journal of Sport Finance, 3(4), 210–227.
40.
JenningsJ. M.MilamA. J.GreinerA.Furr-HoldenC. D. M.CurrieroF. C.ThorntonR. J. (2014). Neighborhood alcohol outlets and the association with violent crime in one mid-atlantic city: The implications for zoning policy. Journal of Urban Health, 91(1), 62–71.
41.
JohnsonS. D.BowersK. J. (2010). Permeability and burglary risk: Are cul-de-sacs safer?Journal of Quantitative Criminology, 26(1), 89–111.
42.
JohnsonS. D.SummersL. (2015). Testing ecological theories of offender spatial decision making using a discrete choice model. Crime & Delinquency, 61(3), 454–480.
43.
KalistD. E.LeeD. Y. (2016). The National Football League: Does crime increase on game day?Journal of Sports Economics, 17(8), 863–882.
KimY. A.HippJ. R. (2020). Pathways: Examining street network configurations, structural characteristics, and spatial crime patterns in street segments. Journal of Quantitative Criminology, 36, 725–752. https://doi.org/10.1007/s10940-019-09428-7
46.
KimY. A.HippJ. R. (2021). Density, diversity, and design: Three measures of the built environment and the spatial patterns of crime in street segments. Journal of Criminal Justice, 77, Article 101864.
47.
KurlandJ. (2019). Arena-based events and crime: An analysis of hourly robbery data. Applied Economics, 51(36), 3947–3957.
48.
KurlandJ.JohnsonS. D. (2021). The influence of stadia and the built environment on the spatial distribution of crime. Journal of Quantitative Criminology, 37(2), 573–604. https://doi.org/10.1007/s10940-019-09440-x
49.
KurlandJ.PizaE. (2018). The devil you know: A spatial analysis of crime at Newark’s Prudential Center on hockey game days. Journal of Sport Safety and Security, 3(1), 1.
50.
LevinA.RosenfeldR.DeckardM. (2017). The law of crime concentration: An application and recommendations for future research. Journal of Quantitative Criminology, 33(3), 635–647.
51.
LoganJ. R.MolotchH. L. (2007). Urban fortunes: The political economy of place. University of California Press.
52.
MallesonN.AndresenM. A. (2015). The impact of using social media data in crime rate calculations: Shifting hot spots and changing spatial patterns. Cartography and Geographic Information Science, 42(2), 112–121.
53.
MaresD.BlackburnE. (2019). Major league baseball and crime: Opportunity, spatial patterns, and team rivalry at St. Louis Cardinal games. Journal of Sports Economics, 20(7), 875–902.
54.
MenakerB. E.McGranahanD. A.SheptakR. D.Jr. (2019). Game day alters crime patterns in the vicinity of sport venues in Cleveland, OH. Journal of Sport Safety and Security, 4(1), 1.
55.
MenakerB. E.SheptakR. D.Jr.BartonK. R. (2023). Friendly or unfriendly confines: Impact of Chicago baseball stadia on vicinity crime patterns. Managing Sport and Leisure, 28(5), 538–553.
56.
MentingB.LammersM.RuiterS.BernascoW. (2020). The influence of activity space and visiting frequency on crime location choice: Findings from an online self-report survey. The British Journal of Criminology, 60(2), 303–322.
57.
MontolioD.Planells-StruseS. (2019). Measuring the negative externalities of a private leisure activity: Hooligans and pickpockets around the stadium. Journal of Economic Geography, 19(2), 465–504. https://doi.org/10.1093/jeg/lbx041
58.
PapachristosA. V.BragaA. A.HureauD. M. (2012). Social networks and the risk of gunshot injury. Journal of Urban Health, 89(6), 992–1003. https://doi.org/10.1007/s11524-012-9703-9
59.
PiqueroA. R.PiqueroN. L.RiddellJ. R. (2021). Do (sex) crimes increase during the United States Formula 1 grand prix?Journal of Experimental Criminology, 17, 87–108.
60.
PropheterG. (2019). Professional sports as economic activity magnets: Some evidence from employment microdata. Journal of Urban Affairs, 41(6), 842–852.
61.
PyunH. (2019). Exploring causal relationship between Major League Baseball games and crime: A synthetic control analysis. Empirical Economics, 57(1), 365–383. https://doi.org/10.1007/s00181-018-1440-9
62.
PyunH.HallJ. C. (2019). Does the presence of professional football cause crime in a city? Evidence from Pontiac, Michigan. Applied Economics, 51(36), 3958–3970.
63.
ReesD. I.SchnepelK. T. (2009). College football games and crime. Journal of Sports Economics, 10(1), 68–87.
64.
SummersL.JohnsonS. D. (2017). Does the configuration of the street network influence where outdoor serious violence takes place? Using space syntax to test crime pattern theory. Journal of Quantitative Criminology, 33(2), 397–420.
65.
TillyerM. S.WilcoxP.WalterR. J. (2021). Crime generators in context: Examining ‘place in neighborhood’ propositions. Journal of Quantitative Criminology, 37(2), 517–546.
66.
van HolmE. J. (2019). Minor stadiums, major effects? Patterns and sources of redevelopment surrounding Minor League Baseball stadiums. Urban Studies, 56(4), 672–688.
67.
WeisburdD.BushwayS. D.LumC.YangS.-M. (2004). Trajectories of crime at places: A longitudinal study of street segments in the city of Seattle. Criminology, 42(2), 283–321. https://doi.org/10.1111/j.1745-9125.2004.tb00521
68.
YuY.McKinneyC. N.CaudillS. B.MixonF. G.Jr. (2016). Athletic contests and individual robberies: An analysis based on hourly crime data. Applied Economics, 48(8), 723–730.
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