IDEAS home Printed from https://ideas.repec.org/p/osf/osfxxx/gpyub.html
   My bibliography  Save this paper

Identifying Risks and Ethical Considerations of AI in Gambling: A Scoping Review

Author

Listed:
  • Ghaharian, Kasra

    (University of Nevada, Las Vegas)

  • Binesh, Nasim

Abstract

The proliferation of data and artificial intelligence (AI) throughout society has raised concerns about its potential misuse and threats across industries. In this paper we explore the risks and ethical considerations of AI applications in gambling, an industry that makes significant contributions to many tourism destinations and local economies around the world. We conducted a scoping review to collect the breadth of literature and to understand the current state of knowledge. Our search yielded 2,499 potentially relevant documents, from which we deemed 16 as eligible for inclusion. A content analysis revealed convergence around six main themes: (1) Explainability, (2) Exploitation, (3) Algorithmic Flaws, (4) Consumer Rights, (5) Accountability, and (6) Human-in-the-Loop. We found that these gambling-specific themes largely overlap with broader AI principles. Most records focused on algorithmic strategies to reduce gambling-related harm (n = 12/16), thus we call for more attention to be turned to commercially driven AI applications. We provide a theoretical evaluation that illustrates the challenges involved for stakeholders tasked with governing AI risks and associated ethical considerations. As a globally reaching product, gambling regulators and operators need to be cognizant, not just of philosophical principles, but also of the rich tapestry of global ethical traditions.

Suggested Citation

  • Ghaharian, Kasra & Binesh, Nasim, 2024. "Identifying Risks and Ethical Considerations of AI in Gambling: A Scoping Review," OSF Preprints gpyub, Center for Open Science.
    • Handle: RePEc:osf:osfxxx:gpyub
    DOI: 10.31219/osf.io/gpyub
    as

    Download full text from publisher

    File URL: https://osf.io/download/661d7555bba39a5492729f3c/
    Download Restriction: no
    File URL: https://libkey.io/10.31219/osf.io/gpyub?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
    ---><---

    References listed on IDEAS

    as
    1. Mauro Ferrante & Oliver Fritz & Özge Öner (ed.), 2021. "Regional Science Perspectives on Tourism and Hospitality," Advances in Spatial Science, Springer, edition 1, number 978-3-030-61274-0, december.
    Full references (including those not matched with items on IDEAS)

    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. Tetiana Lebedenko & Tatiana Nikitchina & Hanna Shunko & Viktoriia Kozhevnikova, 2021. "Analysis of the state and development opportunities of hospitality industry on the example of Sergiivka resort (Ukraine)," Technology audit and production reserves, Socionet;Technology audit and production reserves, vol. 5(4(61)), pages 45-50.
    2. Frédéric Dobruszkes & Jean-Michel Decroly & Pere Suau-Sanchez, 2022. "The monthly rhythms of aviation: A global analysis of passenger air service seasonality," ULB Institutional Repository 2013/341140, ULB -- Universite Libre de Bruxelles.
    3. Tamara Gajić & Jovanka Popov Raljić & Ivana Blešić & Milica Aleksić & Dragan Vukolić & Marko D. Petrović & Natalia V. Yakovenko & Višnja Sikimić, 2021. "Creating Opportunities for the Development of Craft Beer Tourism in Serbia as a New Form of Sustainable Tourism," Sustainability, MDPI, vol. 13(16), pages 1-22, August.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:osf:osfxxx:gpyub. 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: OSF (email available below). General contact details of provider: https://osf.io/preprints/ .

    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.