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Deep technologies for responsible gambling: a narrative review of policies and implementation strategies

2026-07-23Artigo científico Acesso aberto
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dc.contributor.authorCardoso, Leonor G.
dc.contributor.authorBarroso, Beatriz C. R.
dc.contributor.authorRocha, Eduardo
dc.contributor.authorMorgado, Pedro
dc.contributor.authorMarques, António
dc.contributor.authorRocha, Carla
dc.contributor.authorGriffiths, Mark D.
dc.contributor.authorCorazza, Ornella
dc.contributor.authorQueirós, Ricardo
dc.contributor.authorDores, Artemisa R.
dc.contributor.authorDores, Artemisa
dc.contributor.authorPereira da Silva Marques, António José
dc.date.accessioned2026-07-28T09:14:27Z
dc.date.available2026-07-28T09:14:27Z
dc.date.issued2026-07-23
dc.description.abstractDeep technologies, such as artificial intelligence, blockchain, and behavioural analytics, have emerged as promising tools to address complex social challenges. However, their integration into leisure activities, particularly online gambling, has raised concerns over the enhancement of user engagement, which might promote problem gambling behaviours. This review aimed to map how deep technologies intersect with responsible gambling regulations across jurisdictions. A qualitative scoping review was conducted to synthesise evidence from academic literature, legal and regulatory frameworks, and relevant grey literature. A comparative analysis was performed across key jurisdictions, including the European Union, the United Kingdom, Malta, and selected non-European countries. The review identified very few formal legal instruments that explicitly regulate the use of deep technologies in responsible gambling. The European Union Artificial Intelligence Act introduces binding requirements for high-risk AI systems, including those deployed in gambling, representing a pioneering step toward technology-specific regulation. In contrast, regulatory frameworks beyond Europe were generally non-binding or largely absent, with innovation primarily driven by operators acting voluntarily in the absence of legal mandates. This analysis underscores persistent gaps in legal oversight and advocates for a shift toward proactive, ethics-based governance models that integrate technological accountability and robust consumer protections. Overall, the findings suggest that regulatory frameworks must not only keep pace with rapid technological innovation but also prioritise prevention through enforceable, transparent, and harmonised policies across jurisdictions.eng
dc.identifier.citationCardoso, L. G., Barroso, B. C. R., Rocha, E., Morgado, P., Marques, A., Rocha, C., Griffiths, M. D., Corazza, O., Queirós, R., & Dores, A. R. (2026). Deep technologies for responsible gambling: A narrative review of policies and implementation strategies. Journal of Behavioral Addictions, 1(aop). https://doi.org/10.1556/2006.2026.00084
dc.identifier.doi10.1556/2006.2026.00084
dc.identifier.eissn2063-5303
dc.identifier.issn2062-5871
dc.identifier.urihttp://hdl.handle.net/10400.22/32625
dc.language.isoeng
dc.peerreviewedyes
dc.publisherAKJournals
dc.relationCEXC/5718/2024 - S4P-24; UIDB/05210/2020
dc.relation.hasversionhttps://www.akjournals.com/view/journals/2006/aop/article-10.1556-2006.2026.00084/article-10.1556-2006.2026.00084.xml
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/
dc.subjectGambling
dc.subjectDeep tech
dc.subjectPolicies
dc.subjectProblematic gambling
dc.subjectGambling addiction
dc.titleDeep technologies for responsible gambling: a narrative review of policies and implementation strategieseng
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage11
oaire.citation.startPage1
oaire.citation.titleJournal of Behavioral Addictions
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameDores
person.familyNamePereira da Silva Marques
person.givenNameArtemisa
person.givenNameAntónio José
person.identifierU-7458-2017
person.identifier.ciencia-id6B12-301B-4A0F
person.identifier.ciencia-id8811-40B4-D5FC
person.identifier.orcid0000-0003-4595-9816
person.identifier.orcid0000-0002-8656-5023
relation.isAuthorOfPublication6579b160-3747-4ab2-a590-9f7d03215fa7
relation.isAuthorOfPublicationaf6a03ee-cd62-426a-980a-b5c92c4b46d5
relation.isAuthorOfPublication.latestForDiscovery6579b160-3747-4ab2-a590-9f7d03215fa7

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