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The role of mental health in online gambling decisions: A discrete choice experiment

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  • Cameron, Lachlan
  • Ride, Jemimah

Abstract

People with mental health problems are more likely to experience problems due to gambling, an intersection of two sources of social disadvantage. However, the mechanisms by which this occurs remain unclear. Analysing if choices while gambling differ for people with mental health problems, and whether these differences involve characteristics linked with gambling harms, can improve this understanding. Evidence on this is limited because most studies rely on survey questions or aggregate data which are either self-reported, unlikely to allow for identification of separate features of gambling options, or do not observe the full set of options people are choosing between. Discrete Choice Experiments can circumvent these issues by observing the gambling environment and individual's gambling choices.

Suggested Citation

  • Cameron, Lachlan & Ride, Jemimah, 2023. "The role of mental health in online gambling decisions: A discrete choice experiment," Social Science & Medicine, Elsevier, vol. 326(C).
    • Handle: RePEc:eee:socmed:v:326:y:2023:i:c:s0277953623002423
    DOI: 10.1016/j.socscimed.2023.115885
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    References listed on IDEAS

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    1. Hess, Stephane & Train, Kenneth, 2017. "Correlation and scale in mixed logit models," Journal of choice modelling, Elsevier, vol. 23(C), pages 1-8.
    2. Mal Flack & Matt Stevens, 2019. "Gambling motivation: comparisons across gender and preferred activity," International Gambling Studies, Taylor & Francis Journals, vol. 19(1), pages 69-84, January.
    3. Robert Stanton & Quyen G. To & Saman Khalesi & Susan L. Williams & Stephanie J. Alley & Tanya L. Thwaite & Andrew S. Fenning & Corneel Vandelanotte, 2020. "Depression, Anxiety and Stress during COVID-19: Associations with Changes in Physical Activity, Sleep, Tobacco and Alcohol Use in Australian Adults," IJERPH, MDPI, vol. 17(11), pages 1-13, June.
    4. Vikas Soekhai & Esther W. Bekker-Grob & Alan R. Ellis & Caroline M. Vass, 2019. "Discrete Choice Experiments in Health Economics: Past, Present and Future," PharmacoEconomics, Springer, vol. 37(2), pages 201-226, February.
    5. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
    6. Yang Yang & Jill E. Hobbs, 2020. "How Do Cultural Worldviews Shape Food Technology Perceptions? Evidence from a Discrete Choice Experiment," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(2), pages 465-492, June.
    7. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132-132.
    8. Thorsten Teichert & Alexander Graf & Thomas B. Swanton & Sally M. Gainsbury, 2021. "The joint influence of regulatory and social cues on consumer choice of gambling websites: preliminary evidence from a discrete choice experiment," International Gambling Studies, Taylor & Francis Journals, vol. 21(3), pages 480-497, September.
    9. Tobias Effertz & Anja Bischof & Hans-Jürgen Rumpf & Christian Meyer & Ulrich John, 2018. "The effect of online gambling on gambling problems and resulting economic health costs in Germany," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(7), pages 967-978, September.
    10. Benjamin J. I. Schellenberg & Daniel S. McGrath & Kristianne Dechant, 2016. "The Gambling Motives Questionnaire financial: factor structure, measurement invariance, and relationships with gambling behaviour," International Gambling Studies, Taylor & Francis Journals, vol. 16(1), pages 1-16, April.
    11. Emily Lancsar & Denzil G. Fiebig & Arne Risa Hole, 2017. "Discrete Choice Experiments: A Guide to Model Specification, Estimation and Software," PharmacoEconomics, Springer, vol. 35(7), pages 697-716, July.
    12. Steven D. Levitt, 2004. "Why are gambling markets organised so differently from financial markets?," Economic Journal, Royal Economic Society, vol. 114(495), pages 223-246, April.
    13. Alex M. T. Russell & Matthew Browne & Nerilee Hing & Matthew Rockloff & Philip Newall, 2022. "Are any samples representative or unbiased? reply to Pickering and Blaszczynski," International Gambling Studies, Taylor & Francis Journals, vol. 22(1), pages 102-113, January.
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