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Artificial Intelligence and Regulation: Total Quality Management for Mental Health Services

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  • Danias, Nikolaos
  • Koukopoulos, Anastasios

Abstract

Purpose Artificial Intelligence becomes increasingly embedded in various forms in organizational processes and business activities, transforming the structures that support organizations and industries at global scale. Technological innovations bring the need for regulatory institutions and frameworks to be introduced to monitor and control Artificial Intelligence applications, such as ChatGPT and other similar platforms in their current and future forms. This can ensure excellence, quality management and improved performance, more than ever before. We propose directions for the implementation of a TQM model, normalized in the standards of Industry 5.0, and adapted for the Mental Health Services sector. Methodology A Multivocal Literature Review was established to identify, select and evaluate published research. The paper used the EFQM Model to explore approaches in implementing Artificial Intelligence industry regulation. Findings We suggest that Artificial Intelligence needs to be regulated, and that this will be beneficial for the development of the quality of the services. Through direction of the regulatory institution, proper implementation of Artificial Intelligence in mental health services leads to business performance effects for the mental health providers and to health improvement outcomes for the patients, and eventually to the transformation of the paradigm of this sector’s services. We suggest that results can be affected by stakeholder’s perceptions. The advance of Artificial Intelligence is expected to shift paradigms in several sectors. Research limitations/implications A limitation of this research is that the paper does not include empirical data which could be modelled to verify the application of the EFQM Model. The main implication stemming is that the AI industry is rapidly developing technological and is expected to become a major factor in the operation of the economies. It will bring on the 5th Industrial Revolution, and the call for it to be regulated has to be considered imminently. Originality/value This paper contributes to the literature on regulation of the services of Artificial Intelligence platforms. Through a Multivocal Literature review, the paper argues for the need for such regulations. Through the use of the EFQM Model, the paper argues for the approach that can be implemented in regulating the Artificial Intelligence industry with the intention to ensure high performance and high quality. We particularly argue for the challenge of combing fast-moving Artificial Intelligence firms and platforms offering mental health services and slow-moving medical bodies which establish practices and protocols. Medical bodies are identified as key stakeholders restrained by their commitment to uphold deontological ethics.

Suggested Citation

  • Danias, Nikolaos & Koukopoulos, Anastasios, 2023. "Artificial Intelligence and Regulation: Total Quality Management for Mental Health Services," MPRA Paper 123475, University Library of Munich, Germany, revised 2025.
    • Handle: RePEc:pra:mprapa:123475
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    References listed on IDEAS

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    1. Noble, Stephanie M. & Mende, Martin & Grewal, Dhruv & Parasuraman, A., 2022. "The Fifth Industrial Revolution: How Harmonious Human–Machine Collaboration is Triggering a Retail and Service [R]evolution," Journal of Retailing, Elsevier, vol. 98(2), pages 199-208.
    2. Michael Gusenbauer, 2019. "Google Scholar to overshadow them all? Comparing the sizes of 12 academic search engines and bibliographic databases," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(1), pages 177-214, January.
    3. Araz Taeihagh & Hazel Si Min Lim, 2019. "Governing autonomous vehicles: emerging responses for safety, liability, privacy, cybersecurity, and industry risks," Transport Reviews, Taylor & Francis Journals, vol. 39(1), pages 103-128, January.
    4. Sebastian Hermes & Tobias Riasanow & Eric K. Clemons & Markus Böhm & Helmut Krcmar, 2020. "The digital transformation of the healthcare industry: exploring the rise of emerging platform ecosystems and their influence on the role of patients," Business Research, Springer;German Academic Association for Business Research, vol. 13(3), pages 1033-1069, November.
    5. Guiyang Zhu & Mabel C. Chou & Christina W. Tsai, 2020. "Lessons Learned from the COVID-19 Pandemic Exposing the Shortcomings of Current Supply Chain Operations: A Long-Term Prescriptive Offering," Sustainability, MDPI, vol. 12(14), pages 1-19, July.
    6. Ronit Justo-Hanani, 2022. "The politics of Artificial Intelligence regulation and governance reform in the European Union," Policy Sciences, Springer;Society of Policy Sciences, vol. 55(1), pages 137-159, March.
    7. Bernd W. Wirtz & Jan C. Weyerer & Benjamin J. Sturm, 2020. "The Dark Sides of Artificial Intelligence: An Integrated AI Governance Framework for Public Administration," International Journal of Public Administration, Taylor & Francis Journals, vol. 43(9), pages 818-829, July.
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    Keywords

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    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • L52 - Industrial Organization - - Regulation and Industrial Policy - - - Industrial Policy; Sectoral Planning Methods
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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