IDEAS home Printed from https://ideas.repec.org/a/kap/reveho/v17y2019i4d10.1007_s11150-019-09468-9.html
   My bibliography  Save this article

Income-related inequality in gambling: evidence from Italy

Author

Listed:
  • Giuliano Resce

    (Italian National Research Council (CNR))

  • Raffaele Lagravinese

    (Università di Bari “A.Moro”)

  • Elisa Benedetti

    (Italian National Research Council (CNR))

  • Sabrina Molinaro

    (Italian National Research Council (CNR))

Abstract

In this paper we document the income-related inequality in gambling. We employ a novel database from 2014–2017 waves of the Italian Population Survey on Alcohol and other Drugs (IPSAD) which also include information on the preferences for games of chance. Following the Erryegers Index, our findings suggest that traditional lotteries are concentrated among the richest individuals, while betting and new generation games tend to be pro-poor games. The decomposition of income-related inequalities reveals that pro-rich inequality observed in traditional games is mainly driven by gender, age, and working condition. Higher components of the pro-poor inequality observed in betting and new generation games come instead from income and age. Since the pro-poor games are also the major contributors of the growth in gambling turnover and the increase in gambling disorders, our results indicate that a relevant part of increasing social costs associated to gambling are more likely to be paid by the less-well off, and potentially most vulnerable members of the society.

Suggested Citation

  • Giuliano Resce & Raffaele Lagravinese & Elisa Benedetti & Sabrina Molinaro, 2019. "Income-related inequality in gambling: evidence from Italy," Review of Economics of the Household, Springer, vol. 17(4), pages 1107-1131, December.
  • Handle: RePEc:kap:reveho:v:17:y:2019:i:4:d:10.1007_s11150-019-09468-9
    DOI: 10.1007/s11150-019-09468-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11150-019-09468-9
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11150-019-09468-9?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. Luca Gandullia & Lucia Leporatti, 2018. "The demand for gambling in Italian regions and its distributional consequences," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 1203-1225, November.
    2. Garrett, Thomas A. & Coughlin, Cletus C., 2009. "Inter–Temporal Differences in the Income Elasticity of Demand for Lottery Tickets," National Tax Journal, National Tax Association;National Tax Journal, vol. 62(1), pages 77-99, March.
    3. Wagstaff, Adam & Paci, Pierella & van Doorslaer, Eddy, 1991. "On the measurement of inequalities in health," Social Science & Medicine, Elsevier, vol. 33(5), pages 545-557, January.
    4. Carrieri, Vincenzo & Wuebker, Ansgar, 2013. "Assessing inequalities in preventive care use in Europe," Health Policy, Elsevier, vol. 113(3), pages 247-257.
    5. Ann Hansen, 1995. "The Tax Incidence of the Colorado State Lottery Instant Game," Public Finance Review, , vol. 23(3), pages 385-398, July.
    6. Joan Costa‐Font & Edward C. Norton & Luigi Siciliani & Vincenzo Carrieri & Cinzia Di Novi & Cristina Elisa Orso, 2017. "Home Sweet Home? Public Financing and Inequalities in the Use of Home Care Services in Europe," Fiscal Studies, Institute for Fiscal Studies, vol. 38, pages 445-468, September.
    7. Scott, Frank & Garen, John, 1994. "Probability of purchase, amount of purchase, and the demographic incidence of the lottery tax," Journal of Public Economics, Elsevier, vol. 54(1), pages 121-143, May.
    8. Cletus C. Coughlin & Thomas A. Garrett, 2009. "Income and Lottery Sales," Public Finance Review, , vol. 37(4), pages 447-469, July.
    9. Ghent, Linda S. & Grant, Alan P., 2010. "The Demand for Lottery Products and Their Distributional Consequences," National Tax Journal, National Tax Association;National Tax Journal, vol. 63(2), pages 253-268, June.
    10. Carrieri, Vincenzo & Jones, Andrew M., 2016. "Smoking for the poor and vaping for the rich? Distributional concerns for novel nicotine delivery systems," Economics Letters, Elsevier, vol. 149(C), pages 71-74.
    11. Farrell, Lisa & Walker, Ian, 1999. "The welfare effects of lotto: evidence from the UK," Journal of Public Economics, Elsevier, vol. 72(1), pages 99-120, April.
    12. Tim Friehe & Mario Mechtel, 2017. "Gambling to leapfrog in status?," Review of Economics of the Household, Springer, vol. 15(4), pages 1291-1319, December.
    13. Erreygers, Guido, 2009. "Correcting the Concentration Index: A reply to Wagstaff," Journal of Health Economics, Elsevier, vol. 28(2), pages 521-524, March.
    14. Frank Crowley & John Eakins & Declan Jordan, 2012. "Participation,Expenditure and Regressivity in the Irish Lottery:Evidence from Irish Household Budget Survey 2004/2005," The Economic and Social Review, Economic and Social Studies, vol. 43(2), pages 199-225.
    15. Levi Pérez & Brad R. Humphreys, 2011. "The Income Elasticity of Lottery: New Evidence from Micro Data," Public Finance Review, , vol. 39(4), pages 551-570, July.
    16. Kearney, Melissa Schettini, 2005. "State lotteries and consumer behavior," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2269-2299, December.
    17. Tim Friehe & Mario Mechtel, 2017. "Erratum to: Gambling to leapfrog in status?," Review of Economics of the Household, Springer, vol. 15(4), pages 1321-1322, December.
    18. Andrew C. Worthington, 2001. "Implicit Finance in Gambling Expenditures: Australian Evidence on Socioeconomic and Demographic Tax Incidence," Public Finance Review, , vol. 29(4), pages 326-342, July.
    19. John Laitner, 1999. "Means Tested Public Assistance and the Demand for State Lottery Tickets," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 2(1), pages 273-290, January.
    20. 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.
    21. David Pickernell & Kerry Brown & Andrew Worthington & Mary Crawford, 2004. "Gambling as a Base for Hypothecated Taxation: The UK's National Lottery and Electronic Gaming Machines in Australia," Public Money & Management, Taylor & Francis Journals, vol. 24(3), pages 167-174, June.
    22. Eddy van Doorslaer & Xander Koolman & Andrew M. Jones, 2004. "Explaining income‐related inequalities in doctor utilisation in Europe," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 629-647, July.
    23. Kjellsson, Gustav & Gerdtham, Ulf-G., 2013. "On correcting the concentration index for binary variables," Journal of Health Economics, Elsevier, vol. 32(3), pages 659-670.
    24. Lagravinese, Raffaele & Liberati, Paolo & Resce, Giuliano, 2019. "Exploring health outcomes by stochastic multicriteria acceptability analysis: An application to Italian regions," European Journal of Operational Research, Elsevier, vol. 274(3), pages 1168-1179.
    25. Mohamad A. Khaled & Paul Makdissi & Rami V. Tabri & Myra Yazbeck, 2018. "A framework for testing the equality between the health concentration curve and the 45‐degree line," Health Economics, John Wiley & Sons, Ltd., vol. 27(5), pages 887-896, May.
    26. Madhusudhan, Ranjana G., 1996. "Betting on Casino Revenues: Lessons From State Experiences," National Tax Journal, National Tax Association;National Tax Journal, vol. 49(3), pages 401-412, September.
    27. Ljungvall, Åsa & Gerdtham, Ulf-G., 2010. "More equal but heavier: A longitudinal analysis of income-related obesity inequalities in an adult Swedish cohort," Social Science & Medicine, Elsevier, vol. 70(2), pages 221-231, January.
    28. Andrew Worthington & Kerry Brown & Mary Crawford & David Pickernell, 2007. "Gambling participation in Australia: findings from the national Household Expenditure Survey," Review of Economics of the Household, Springer, vol. 5(2), pages 209-221, June.
    29. Erreygers, Guido, 2009. "Correcting the Concentration Index," Journal of Health Economics, Elsevier, vol. 28(2), pages 504-515, March.
    30. Charles T. Clotfelter & Philip J. Cook, 1987. "Implicit Taxation in Lottery Finance," NBER Working Papers 2246, National Bureau of Economic Research, Inc.
    31. David Paton & Donald S. Siegel & Leighton Vaughan Williams, 2009. "The Growth of Gambling and Prediction Markets: Economic and Financial Implications," Economica, London School of Economics and Political Science, vol. 76(302), pages 219-224, April.
    32. Deans, Emily G. & Thomas, Samantha L. & Daube, Mike & Derevensky, Jeffrey, 2016. "“I can sit on the beach and punt through my mobile phone”: The influence of physical and online environments on the gambling risk behaviours of young men," Social Science & Medicine, Elsevier, vol. 166(C), pages 110-119.
    33. Julie Smith, 2000. "Gambling Taxation: Public Equity in the Gambling Business," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 33(2), pages 120-144, June.
    34. Markham, Francis & Doran, Bruce & Young, Martin, 2016. "The relationship between electronic gaming machine accessibility and police-recorded domestic violence: A spatio-temporal analysis of 654 postcodes in Victoria, Australia, 2005–2014," Social Science & Medicine, Elsevier, vol. 162(C), pages 106-114.
    35. Salvatore Greco & Alessio Ishizaka & Benedetto Matarazzo & Gianpiero Torrisi, 2018. "Stochastic multi-attribute acceptability analysis (SMAA): an application to the ranking of Italian regions," Regional Studies, Taylor & Francis Journals, vol. 52(4), pages 585-600, April.
    36. Madhusudhan, Ranjana G., 1996. "Betting on Casino Revenues: Lessons From State Experiences," National Tax Journal, National Tax Association, vol. 49(3), pages 401-12, September.
    37. Costa-Font, Joan & Hernández-Quevedo, Cristina & Jiménez-Rubio, Dolores, 2014. "Income inequalities in unhealthy life styles in England and Spain," Economics & Human Biology, Elsevier, vol. 13(C), pages 66-75.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. L’Italia che gioca d’azzardo
      by Elisa Benedetti, Raffaele Lagravinese, Sabrina Molinaro e Giuliano Resce in La Voce on 2019-11-19 10:53:11

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Giuseppe Coco & Daniele Simone & Laura Serlenga & Sabrina Molinaro, 2023. "Risk awareness and complexity in students’ gambling," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(3), pages 971-994, October.
    2. Carnazza, Giovanni & Liberati, Paolo & Resce, Giuliano & Molinaro, Sabrina, 2021. "Smoking and income distribution: Inequalities in new and old products," Health Policy, Elsevier, vol. 125(2), pages 261-268.
    3. Carnazza, Giovanni & Liberati, Paolo & Resce, Giuliano, 2023. "Income-related inequality in smoking habits: A comparative assessment in the European Union," Health Policy, Elsevier, vol. 128(C), pages 34-41.
    4. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2021. "Co-payment exemption and healthcare consumption. Quasi-experimental evidence from Italy," Working Papers in Public Economics 203, University of Rome La Sapienza, Department of Economics and Law.

    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. Giebeler, Constanze & Rebeggiani, Luca, 2019. "Who Loves to Gamble? Socio-Economic Factors Determining Gambling Behaviour in Germany," MPRA Paper 94735, University Library of Munich, Germany.
    2. Tim Friehe & Mario Mechtel, 2017. "Gambling to leapfrog in status?," Review of Economics of the Household, Springer, vol. 15(4), pages 1291-1319, December.
    3. Carnazza, Giovanni & Liberati, Paolo & Resce, Giuliano & Molinaro, Sabrina, 2021. "Smoking and income distribution: Inequalities in new and old products," Health Policy, Elsevier, vol. 125(2), pages 261-268.
    4. Davillas, Apostolos & Benzeval, Michaela, 2016. "Alternative measures to BMI: Exploring income-related inequalities in adiposity in Great Britain," Social Science & Medicine, Elsevier, vol. 166(C), pages 223-232.
    5. Thomas A. Garrett, 2011. "A closer look at the tax incidence of instant lottery games: an analysis by price point," Working Papers 2011-010, Federal Reserve Bank of St. Louis.
    6. Cletus C. Coughlin & Thomas A. Garrett, 2008. "Income and lottery sales: transfers trump income from work and wealth," Working Papers 2008-004, Federal Reserve Bank of St. Louis.
    7. Kent Grote & Victor Matheson, 2011. "The Economics of Lotteries: A Survey of the Literature," Working Papers 1109, College of the Holy Cross, Department of Economics.
    8. Kent Grote & Victor Matheson, 2011. "The Economics of Lotteries: An Annotated Bibliography," Working Papers 1110, College of the Holy Cross, Department of Economics.
    9. Levi Pérez & Brad R. Humphreys, 2011. "The Income Elasticity of Lottery: New Evidence from Micro Data," Public Finance Review, , vol. 39(4), pages 551-570, July.
    10. Solmi, Francesca & Von Wagner, Christian & Kobayashi, Lindsay C. & Raine, Rosalind & Wardle, Jane & Morris, Stephen, 2015. "Decomposing socio-economic inequality in colorectal cancer screening uptake in England," Social Science & Medicine, Elsevier, vol. 134(C), pages 76-86.
    11. Aristides dos Santos, Anderson Moreira & Perelman, Julian & Jacinto, Paulo de Andrade & Tejada, Cesar Augusto Oviedo & Barros, Aluísio J.D. & Bertoldi, Andréa D. & Matijasevich, Alicia & Santos, Iná S, 2019. "Income-related inequality and inequity in children’s health care: A longitudinal analysis using data from Brazil," Social Science & Medicine, Elsevier, vol. 224(C), pages 127-137.
    12. Humphreys, Brad & Perez, Levi, 2011. "Lottery Participants and Revenues: An International Survey of Economic Research on Lotteries," Working Papers 2011-17, University of Alberta, Department of Economics.
    13. Olufunke Alaba & Lumbwe Chola, 2014. "Socioeconomic Inequalities in Adult Obesity Prevalence in South Africa: A Decomposition Analysis," IJERPH, MDPI, vol. 11(3), pages 1-20, March.
    14. Thomas A. Garrett & Natalia A. Kolesnikova, 2010. "Local price variation and the tax incidence of state lotteries," Working Papers 2010-035, Federal Reserve Bank of St. Louis.
    15. James Rude & Yves Surry & Robert Kron, 2014. "A generalized double-hurdle model of Swedish gambling expenditures," Applied Economics, Taylor & Francis Journals, vol. 46(34), pages 4151-4163, December.
    16. Aristides Dos Santos, Anderson Moreira & Triaca, Lívia Madeira & Leivas, Pedro Henrique Soares, 2023. "How is smoking distributed in relation to socioeconomic status? Evidence from Brazil in the years 2013 and 2019," Economics & Human Biology, Elsevier, vol. 49(C).
    17. Di Novi, Cinzia & Piacenza, Massimiliano & Robone, Silvana & Turati, Gilberto, 2019. "Does fiscal decentralization affect regional disparities in health? Quasi-experimental evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 78(C).
    18. John Eakins, 2016. "Household gambling expenditures and the Irish recession," International Gambling Studies, Taylor & Francis Journals, vol. 16(2), pages 211-230, August.
    19. Carnazza, Giovanni & Liberati, Paolo & Resce, Giuliano, 2023. "Income-related unmet needs in the European countries," Socio-Economic Planning Sciences, Elsevier, vol. 87(PA).
    20. Maja Matanic Vautmans & Marijana Oreb & Sasa Drezgic, 2023. "Socioeconomic inequality in the use of long-term care for the elderly in Europe," Public Sector Economics, Institute of Public Finance, vol. 47(2), pages 149-176.

    More about this item

    Keywords

    Income; Gambling; Inequality; Italy;
    All these keywords.

    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:kap:reveho:v:17:y:2019:i:4:d:10.1007_s11150-019-09468-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.