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Is video gambling terminal placement and spending in Illinois correlated with neighborhood characteristics?

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  • Ethan Grumstrup

    (University of Connecticut)

  • Mark W. Nichols

    (University of Nevada, Reno.)

Abstract

The operation of video gambling terminals (VGTs) in Illinois has been increasing since they were legalized in 2009, then implemented in 2012. Past research has found that while gambling expenditures are positively correlated with income, they are also regressive in that, as a proportion of individual income, they are negatively correlated with income. Very little research has focused on the effects of VGTs, particularly those located in non-casino establishments. Unlike the state lottery, another form of widespread gambling outside of casinos, VGTs, also known as slot machines, are a form of gambling where substantial amounts of money can be lost quickly. We seek to provide evidence on how their proliferation and revenues relate to income and other neighborhood characteristics. Using detailed VGT revenue data from the Illinois Gaming Board from 2017 and demographic data from the 2016 5-year American Community Survey, this study investigates the relationships of the number of VGTs in operation, and the expenditures on VGTs with the local poverty rate and other socioeconomic variables at the zip code level. Our results indicate that a 1 percentage point higher poverty rate is associated with 1.47% higher VGT expenditures per capita, and 1.17% more VGTs per 10,000 population. The OLS results are not significantly biased by sample selection or spatial auto-correlation. These findings suggest that VGT gambling is negatively correlated with neighborhood income which implies that the taxation of VGT revenue is a regressive tax policy.

Suggested Citation

  • Ethan Grumstrup & Mark W. Nichols, 2021. "Is video gambling terminal placement and spending in Illinois correlated with neighborhood characteristics?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(2), pages 273-298, October.
    • Handle: RePEc:spr:anresc:v:67:y:2021:i:2:d:10.1007_s00168-021-01048-z
    DOI: 10.1007/s00168-021-01048-z
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    1. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    2. Mary O. Borg & Paul M. Mason & Stephen I. Shapiro, 1991. "The Incidence of Taxes on Casino Gambling: Exploiting the Tired and Poor," American Journal of Economics and Sociology, Wiley Blackwell, vol. 50(3), pages 323-333, July.
    3. Kathryn Combs & Jaebeom Kim & John Spry, 2008. "The relative regressivity of seven lottery games," Applied Economics, Taylor & Francis Journals, vol. 40(1), pages 35-39.
    4. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    5. David Paton & Leighton Vaughan Williams, 2013. "Do New Gambling Products Displace Old? Evidence from a Postcode Analysis," Regional Studies, Taylor & Francis Journals, vol. 47(6), pages 963-973, June.
    6. Garrick Blalock & David R. Just & Daniel H. Simon, 2007. "Hitting the Jackpot or Hitting the Skids: Entertainment, Poverty, and the Demand for State Lotteries," American Journal of Economics and Sociology, Wiley Blackwell, vol. 66(3), pages 545-570, July.
    7. Borg, Mary O. & Mason, Paul M., 1988. "The Budgetary Incidence of a Lottery to Support Education," National Tax Journal, National Tax Association, vol. 41(1), pages 75-85, March.
    8. Martin Young & Francis Markham & Bruce Doran, 2012. "Too close to home? The relationships between residential distance to venue and gambling outcomes," International Gambling Studies, Taylor & Francis Journals, vol. 12(2), pages 257-273, February.
    9. Douglas M. Walker & John D. Jackson, 2008. "Do U.S. Gambling Industries Cannibalize Each Other?," Public Finance Review, , vol. 36(3), pages 308-333, May.
    10. Paul Delfabbro, 2008. "Evaluating the Effectiveness of a Limited Reduction in Electronic Gaming Machine Availability on Perceived Gambling Behaviour and Objective Expenditure," International Gambling Studies, Taylor & Francis Journals, vol. 8(2), pages 151-165, August.
    11. Borg, Mary O. & Mason, Paul M., 1988. "The Budgetary Incidence of a Lottery to Support Education," National Tax Journal, National Tax Association;National Tax Journal, vol. 41(1), pages 75-85, March.
    12. Cook, Philip J & Clotfelter, Charles T, 1993. "The Peculiar Scale Economies of Lotto," American Economic Review, American Economic Association, vol. 83(3), pages 634-643, June.
    13. Anderson, John E., 2005. "Casino Taxation in the United States," National Tax Journal, National Tax Association;National Tax Journal, vol. 58(2), pages 303-324, June.
    14. Alex Blaszczynski, 2013. "A Critical Examination Of The Link Between Gaming Machines And Gambling-Related Harm," Journal of Gambling Business and Economics, University of Buckingham Press, vol. 7(3), pages 55-76.
    15. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    16. Jan McMillen & Bruce Doran, 2006. "Problem Gambling and Gaming Machine Density: Socio-spatial Analysis of Three Victorian Localities," International Gambling Studies, Taylor & Francis Journals, vol. 6(1), pages 5-29, June.
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    1. Gary A. Wagner & Douglas M. Walker, 2021. "Did video gaming expansion boost municipal revenues in Illinois?," Southern Economic Journal, John Wiley & Sons, vol. 88(2), pages 649-679, October.
    2. Ulrich B. Morawetz & H. Allen Klaiber, 2022. "Does housing policy impact income sorting near urban amenities? Evidence from Vienna, Austria," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 411-454, October.

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