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Using the Synthetic Control Method to Evaluate the Impact of a Land-Based Gambling Ban on Crime

. 2024 Sep ; 40 (3) : 1137-1156. [epub] 20240301

Language English Country United States Media print-electronic

Document type Journal Article

Grant support
UJEP-SGS-2021-45-014-2 Univerzite Jan Evangelista Purkyne v Ústí nad Labem

Links

PubMed 38427266
PubMed Central PMC11390755
DOI 10.1007/s10899-024-10281-y
PII: 10.1007/s10899-024-10281-y
Knihovny.cz E-resources

We use the synthetic control method to examine whether land-based gambling ban has an effect on crime in a given city. In a sample of four Czech cities where the ban was introduced, we show that these cities had roughly the same crime rate development in the years after the ban as the control cities without the ban, showing that there is no significant impact. As this is, to our knowledge, the first use of the synthetic control method in the context of gambling, the main contribution of this study lies in demonstrating the possibilities in its use. Employing this versatile method may improve the current situation where many gambling impact studies suffer from the absence of a control group or an identification strategy to confirm causal relationship. Last but not least, the results of this study make an important contribution to the debate on blanket measures in gambling regulation; although pathological gambling is linked to crime, banning this activity may not lead to the expected consequences.

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Abadie, A., & Gardeazabal, J. (2003). The economic costs of conflict: A case study of the basque country. American Economic Review,93(1), 113–132. 10.1257/00028280332145518810.1257/000282803321455188 DOI

Abadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic control methods for comparative case studies: Estimating the effect of California’s tobacco control program. Journal of the American Statistical Association,105(490), 493–505. 10.1198/jasa.2009.ap0874610.1198/jasa.2009.ap08746 DOI

Abadie, A., Diamond, A., & Hainmueller, J. (2015). Comparative politics and the synthetic control method. American Journal of Political Science,59(2), 495–510. 10.1111/ajps.1211610.1111/ajps.12116 DOI

Abbott, M. W., & McKenna, B. G. (2005). Gambling and problem gambling among recently sentenced women in New Zealand prisons. Journal of Gambling Studies,21(4), 559–581. 10.1007/s10899-005-5563-5 10.1007/s10899-005-5563-5 PubMed DOI

Abbott, M. W., & Volberg, R. A. (1999). Gambling and problem gambling in the community: An international overview and critique. The New Zealand Gaming Survey. Report No. 1. Wellington: Department of Internal Affairs.

Abbott, M. W., McKenna, B. G., & Giles, L. C. (2005). Gambling and problem gambling among recently sentenced male prisoners in four New Zealand prisons. Journal of Gambling Studies,21(4), 537–558. 10.1007/s10899-005-5562-6 10.1007/s10899-005-5562-6 PubMed DOI

Act No. 186/2016 Coll., Zákon o hazardních hrách. In: Sbírka zákonů. 26. 5. 2016

Adolphe, A., Khatib, L., van Golde, C., Gainsbury, S. M., & Blaszczynski, A. (2019). Crime and gambling disorders: A systematic review. Journal of Gambling Studies,35(2), 395–414. 10.1007/s10899-018-9794-7 10.1007/s10899-018-9794-7 PubMed DOI

Agnew, R. (1992). Foundation for a general strain theory of crime and delinquency. Criminology,30(1), 47–88. 10.1111/j.1745-9125.1992.tb01093.x10.1111/j.1745-9125.1992.tb01093.x DOI

Agnew, R. (2001). Building on the foundation of general strain theory: Specifying the types of strain most likely to lead to crime and delinquency. Journal of Research in Crime and Delinquency,38(4), 319–361. 10.1177/002242780103800400110.1177/0022427801038004001 DOI

Athey, S., & Imbens, G. W. (2017). The State of applied econometrics: Causality and policy evaluation. Journal of Economic Perspectives,31(2), 3–32. 10.1257/jep.31.2.3 10.1257/jep.31.2.3 PubMed DOI

Banks, J. (2017). Gambling, crime and society. Palgrave Macmillan.

Barnes, G. M., Welte, J. W., Tidwell, M.-C.O., & Hoffman, J. H. (2015). Gambling and substance use: Co-occurrence among adults in a recent general population study in the United States. International Gambling Studies,15(1), 55–71. 10.1080/14459795.2014.990396 10.1080/14459795.2014.990396 PubMed DOI PMC

Bergen, A. E., Newby-Clark, I. R., & Brown, A. (2012). Low trait self-control in problem gamblers: Evidence from self-report and behavioral measures. Journal of Gambling Studies,28(4), 637–648. 10.1007/s10899-011-9274-9 10.1007/s10899-011-9274-9 PubMed DOI PMC

Billmeier, A., & Nannicini, T. (2013). Assessing economic liberalization episodes: A synthetic control approach. Review of Economics and Statistics,95(3), 983–1001. 10.1162/REST_a_0032410.1162/REST_a_00324 DOI

Blaszczynski, A. P., & McConaghy, N. (1994a). Criminal offenses in gamblers anonymous and hospital treated pathological gamblers. Journal of Gambling Studies,10(2), 99–127. 10.1007/BF02109935 10.1007/BF02109935 PubMed DOI

Blaszczynski, A. P., & McConaghy, N. (1994b). Antisocial personality disorder and pathological gambling. Journal of Gambling Studies,10(2), 129–145. 10.1007/BF02109936 10.1007/BF02109936 PubMed DOI

Blaszczynski, A., & Nower, L. (2002). A pathways model of problem and pathological gambling. Addiction,97(5), 487–499. 10.1046/j.1360-0443.2002.00015.x 10.1046/j.1360-0443.2002.00015.x PubMed DOI

Blaszczynski, A., McConaghy, N., & Frankova, A. (1989). Crime, antisocial personality and pathological gambling. Journal of Gambling Behavior,5(2), 137–152. 10.1007/BF0101976010.1007/BF01019760 DOI

Bottan, N. L., Ham, A., & Sarmiento-Barbieri, I. (2017). Can’t stop the one-armed bandits: The effects of access to gambling on crime. Ssrn Electronic Journal. 10.2139/ssrn.302033210.2139/ssrn.3020332 DOI

Bu, E. T. H., & Skutle, A. (2013). After the ban of slot machines in Norway: A new group of treatment-seeking pathological gamblers? Journal of Gambling Studies,29(1), 37–50. 10.1007/s10899-011-9287-4 10.1007/s10899-011-9287-4 PubMed DOI

Canale, N., Scacchi, L., & Griffiths, M. D. (2016). Adolescent gambling and impulsivity: Does employment during high school moderate the association? Addictive Behaviors,60, 37–41. 10.1016/j.addbeh.2016.04.001 10.1016/j.addbeh.2016.04.001 PubMed DOI

Carr, R. D., Buchkoski, J. E., Kofoed, L., & Morgan, T. J. (1996). “Video Lottery” and treatment for pathological gambling: A natural experiment in South Dakota. South Dakota Journal of Medicine,49(1), 30–32. PubMed

Clark, C., & Walker, D. M. (2009). Are gamblers more likely to commit crimes? An empirical analysis of a nationally representative survey of US young adults. International Gambling Studies,9(2), 119–134. 10.1080/1445979090291533210.1080/14459790902915332 DOI

CZSO. (2022). Public database [Online]. Retrieved January 15, 2023, from https://vdb.czso.cz/vdbvo2/faces/en/index.jsf?page=home

D’Amico, E. J., Edelen, M. O., Miles, J. N. V., & Morral, A. R. (2008). The longitudinal association between substance use and delinquency among high-risk youth. Drug and Alcohol Dependence,93(1–2), 85–92. 10.1016/j.drugalcdep.2007.09.006 10.1016/j.drugalcdep.2007.09.006 PubMed DOI

Delfabbro, P. (2008). Evaluating the effectiveness of a limited reduction in electronic gaming machine availability on perceived gambling behaviour and objective expenditure. International Gambling Studies,8(2), 151–165. 10.1080/1445979080213998310.1080/14459790802139983 DOI

DeLisi, M., & Vaughn, M. G. (2015). Correlates of Crime. In: The Handbook of Criminological Theory (pp. 18–36). Hoboken, NJ: Wiley. 10.1002/9781118512449.ch2

Dowling, N. A., Merkouris, S. S., Greenwood, C. J., Oldenhof, E., Toumbourou, J. W., & Youssef, G. J. (2017). Early risk and protective factors for problem gambling: A systematic review and meta-analysis of longitudinal studies. Clinical Psychology Review,51, 109–124. 10.1016/j.cpr.2016.10.008 10.1016/j.cpr.2016.10.008 PubMed DOI

Fiedor, D. (2020). Hazard v České republice. Praha: Sociologické nakladatelství (SLON).

Firpo, S., & Possebom, V. (2018). Synthetic Control Method: Inference, Sensitivity Analysis and Confidence Sets. Journal Of Causal Inference, 6(2). 10.1515/jci-2016-0026

Folino, & Abait, P. E. (2009). Pathological gambling and criminality. Current Opinion in Psychiatry, (5), 477-481. 10.1097/YCO.0b013e32832ed7ed PubMed

Grinols, E. L. (2017). Problem Gambling, Mental Health, Alcohol and Drug Abuse: Effects on Crime. In E. U. Savona, M. A. R. Kleiman, & F. Calderoni, Dual Markets (pp. 321–330). Cham: Springer International Publishing. 10.1007/978-3-319-65361-7_20

Hoeve, M., Stams, G. J. J. M., van der Put, C. E., Dubas, J. S., van der Laan, P. H., & Gerris, J. R. M. (2012). A meta-analysis of attachment to parents and delinquency. Journal of Abnormal Child Psychology,40(5), 771–785. 10.1007/s10802-011-9608-1 10.1007/s10802-011-9608-1 PubMed DOI PMC

Kato, H., & Goto, R. (2017). Geographical accessibility to gambling venues and pathological gambling: An econometric analysis of pachinko parlours in Japan. International Gambling Studies,18(1), 111–123. 10.1080/14459795.2017.138350310.1080/14459795.2017.1383503 DOI

Kreif, N., Grieve, R., Hangartner, D., Turner, A. J., Nikolova, S., & Sutton, M. (2016). Examination of the synthetic control method for evaluating health policies with multiple treated units. Health Economics,25(12), 1514–1528. 10.1002/hec.3258 10.1002/hec.3258 PubMed DOI PMC

Ladouceur, R., Boudreault, N., Jacques, C., & Vitaro, F. (1999). Pathological gambling and related problems among adolescents. Journal of Child and Adolescent Substance Abuse,8(4), 55–68. 10.1300/J029v08n04_0410.1300/J029v08n04_04 DOI

Laursen, B., Plauborg, R., Ekholm, O., Larsen, C. V. L., & Juel, K. (2016). Problem gambling associated with violent and criminal behaviour: A danish population-based survey and register study. Journal of Gambling Studies,32(1), 25–34. 10.1007/s10899-015-9536-z 10.1007/s10899-015-9536-z PubMed DOI

Lesieur, H. R. (1984). The chase: Career of the compulsive gambler. Schenkman Publishing Co.

Lloyd, C. D., Chadwick, N., & Serin, R. C. (2014). Associations between gambling, substance misuse and recidivism among Canadian offenders: A multifaceted exploration of poor impulse control traits and behaviours. International Gambling Studies,14(2), 279–300. 10.1080/14459795.2014.91330110.1080/14459795.2014.913301 DOI

Lund, I. (2009). Gambling behaviour and the prevalence of gambling problems in adult EGM gamblers when EGMs are banned. A natural experiment. Journal Of Gambling Studies, 25(2), 215–225. 10.1007/s10899-009-9127-y PubMed

Meyer, G., & Stadler, M. A. (1999). Criminal behavior associated with pathological gambling. Journal of Gambling Studies,15(1), 29–43. 10.1023/A:1023015028901 10.1023/A:1023015028901 PubMed DOI

Meyer, G., Kalke, J., & Hayer, T. (2018). The impact of supply reductionon the prevalence of gamblingparticipation and disordered gambling behavior: A systematic review. Sucht,64(5–6), 283–293. 10.1024/0939-5911/a00056210.1024/0939-5911/a000562 DOI

MFCR. (2022). Seznamy obecně závazných vyhlášek [Online]. Retrieved January 15, 2023, from https://www.mfcr.cz/cs/soukromy-sektor/hazardni-hry/prehledy-a-statistiky/seznamy-obecne-zavaznych-vyhlasek

Monash University Centre for Criminology & Criminal Justice. (2000). The impact of gaming and crime statistics. Report prepared for the Victorian Casino and Gaming Authority: Melbourne.

Mravčík, V., Rous, Z., Chomynová, P., Grohmannová, K., Janíková, B., Cibulka, J., Černíková, T., & Cibulka, E. (2021). Výroční zpráva o hazardním hraní v České republice v roce 2020. Národní monitorovací středisko pro drogy a závislosti. https://www.drogy-info.cz/data/obj_files/33497/1102/VZhazard2020_final_20210727.pdf

Opatrny, M. (2021). The impact of the Brexit vote on UK financial markets: A synthetic control method approach. Empirica,48(2), 559–587. 10.1007/s10663-020-09481-710.1007/s10663-020-09481-7 DOI

Otevřená společnost. (2022). Mapa kriminality [Online]. Retrieved January 15, 2023, from https://www.czechcrime.org/

Pastwa-Wojciechowska, B. (2011). The relationship of pathological gambling to criminality behavior in a sample of Polish male offenders. Medical Science Monitor, 17(11), CR669-CR675. 10.12659/MSM.882054 PubMed PMC

Perrone, S., Jansons, D., & Morrison, L. (2013). Problem gambling and the criminal justice system. Melbourne: Victorian Responsible Gambling Foundation.

Pew Research Center. (2017). Unlike their Central and Eastern European neighbors, most Czechs don’t believe in God [Online]. Retrieved January 11, 2024, from https://www.pewresearch.org/short-reads/2017/06/19/unlike-their-central-and-eastern-european-neighbors-most-czechs-dont-believe-in-god/

Sakurai, Y., & Smith, R. G. (2003). Gambling as a motivation for the commission of financial crime: Report No. 256. Canberra: Australian Institute of Criminology.

Spunt, B. (2002). Pathological gambling and substance misuse. Substance Use and Misuse,37(8–10), 1299–1304. 10.1081/JA-120004186 10.1081/JA-120004186 PubMed DOI

Szczyrba, Z., Mravčík, V., Fiedor, D., Černý, J., & Smolová, I. (2015). Gambling in the Czech Republic. Addiction,110(7), 1076–1081. 10.1111/add.12884 10.1111/add.12884 PubMed DOI

Turner, N. E., McAvoy, S., Ferentzy, P., Matheson, F. I., Myers, C., Jindani, F., et al. (2017). Addressing the issue of problem gambling in the criminal justice system: A series of case studies. Journal of Gambling Issues,35, 74–100. 10.4309/jgi.2017.35.410.4309/jgi.2017.35.4 DOI

Turner, N. E., Preston, D. L., Saunders, C., McAvoy, S., & Jain, U. (2009). The relationship of problem gambling to criminal behavior in a sample of canadian male federal offenders. Journal of Gambling Studies,25(2), 153–169. 10.1007/s10899-009-9124-1 10.1007/s10899-009-9124-1 PubMed DOI

Uecker, J. E., & Stokes, C. E. (2016). Religious background and gambling among young adults in the united states [Online]. Journal of Gambling Studies,32(1), 341–361. 10.1007/s10899-015-9532-3 10.1007/s10899-015-9532-3 PubMed DOI

Uggen, C., & Wakefield, S. (2008). What have we learned from longitudinal studies of work and crime?. In The Long View of Crime: A Synthesis of Longitudinal Research (pp. 191–219). New York, NY: Springer New York. 10.1007/978-0-387-71165-2_6

Vitaro, F., Arseneault, L., & Tremblay, R. E. (1999). Impulsivity predicts problem gambling in low SES adolescent males. Addiction,94(4), 565–575. 10.1046/j.1360-0443.1999.94456511.x 10.1046/j.1360-0443.1999.94456511.x PubMed DOI

Vobořil, J. (2020). Minimalizace škod a minimalizace rizik v oblasti hazardního hraní. Think tank racionální politiky závislostí.

Walker, D. M., Clark, C., & Folk, J. L. (2010). The relationship between gambling behavior and binge drinking, hard drug use, and paying for sex. UNLV Gaming Research and Review Journal,14(1), 15–26.

Welte, J. W., Barnes, G. M., Tidwell, M.-C.O., & Hoffman, J. H. (2011). Gambling and problem gambling across the lifespan. Journal of Gambling Studies,27(1), 49–61. 10.1007/s10899-010-9195-z 10.1007/s10899-010-9195-z PubMed DOI PMC

Welte, J. W., Barnes, G. M., Tidwell, M. -C. O., & Wieczorek, W. F. (2017). Predictors of problem gambling in the U.S. Journal Of Gambling Studies, 33(2), 327–342. 10.1007/s10899-016-9639-1 PubMed

Welte, J. W., Tidwell, M. O., Barnes, G. M., Hoffman, J. H., & Wieczorek, W. F. (2016). The Relationship between the number of types of legal gambling and the rates of gambling behaviors and problems across U.S. States. Journal of Gambling Studies, 32(2), 379–390. 10.1007/s10899-015-9551-0 PubMed PMC

Williams, R. J., Royston, J., & Hagen, B. F. (2005). Gambling and problem gambling within forensic populations. Criminal Justice and Behavior,32(6), 665–689. 10.1177/009385480527994710.1177/0093854805279947 DOI

Winkler, P., Bejdová, M., Csémy, L., & Weissová, A. (2017). Social costs of gambling in the Czech Republic 2012. Journal of Gambling Studies,33(4), 1293–1310. 10.1007/s10899-016-9660-4 10.1007/s10899-016-9660-4 PubMed DOI

Yokotani, K., Tamura, K., Kaneko, Y., & Kamimura, E. (2020). Craving for gambling predicts income-generating offenses: a pathways model of a Japanese prison population. Journal of Gambling Studies,36(2), 459–476. 10.1007/s10899-019-09887-4 10.1007/s10899-019-09887-4 PubMed DOI

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