2025 (22), №2

Technological Transformation of Medical Tourism in Russia as an Important Segment of the Service Sector Economy

For citation: 

Tarasenko, E. V. (2025). Technological Transformation of Medical Tourism in Russia as an Important Segment of the Service Sector Economy. AlterEconomics, 22(2), 320–339. https://doi.org/10.31063/AlterEconomics/2025.22-2.8

Abstract:

This article examines the potential of artificial intelligence (AI) and machine learning (ML) to develop a client-oriented model for inbound medical tourism in Russia. It highlights the sector’s importance for economic growth and healthcare quality improvement, emphasizing the need to boost the export potential of medical services and develop supporting infrastructure. The study aims to create methodologies that leverage AI and ML to optimize medical tourism processes, including personalized selection criteria for “guest-patients.” The research analyzes the current medical tourism market, identifies key success factors, and designs algorithms to facilitate effective interactions between medical tourists and service providers. Methodologically, the study employs general and specialized approaches such as analysis, synthesis, big data techniques, machine learning applications, and intelligent decision support systems tailored for medical tourists. Advanced information processing methods are used to build adaptive models that meet individual tourist needs. The findings demonstrate that AI significantly improves service quality, enhances personalization, and increases customer satisfaction. A practical scenario illustrates potential implementation of the proposed AI-driven model at regional and international levels. In conclusion, the article stresses the importance of integrating AI and ML into medical tourism management and outlines prospects for future development, including geographical expansion and increased interstate cooperation in the field.

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Elvira V. Tarasenko — Cand. Sci. (Econ.), Associate Professor, Plekhanov Russian University of Economics; Financial University under the Government of the Russian Federation; https://orcid.org/0000-0001-9233-593X (36, Stremyanny Pereulok, Moscow, 115054, Russian Federation; e-mail: tarasenko.ev@rea.ru; Building 3, 1, Kibalchicha St., Moscow, 129164, Russian Federation; e-mail: evtarasenko@fa.ru)

Agaeva, S. I. (2021). Essence, economic role and types of medical tourism. Vestnik nauki [Science Bulletin], 2 (3(36)), 69–72. (In Russ.)

Akpur, A., & Enes, K. (2024). Evaluating ChatGPT's Role in Assessing Turkey's Medical Tourism Trends. Jordan Medical Journal, 58 (4). http://dx.doi.org/10.35516/jmj.v58i4.3142

Alowais, S. A., Alghamdi, S. S., Alsuhebany, N., Alqahtani, T., Alshaya, A., Almohareb, S. N., Aldairem, A., Alrashed, M., Bin Saleh, K., Badreldin, H. A., Al Yami, M. S., Al Harbi, S.,
& Albekairy, A. M. (2023). Revolutionizing healthcare: the role of artificial intelligence in clinical practice. BMC Medical Education, 23 (1), 689. https://doi.org/10.1186/s12909-023-04698-z

Arkhipov, A. E., Sevryukov, I. Y., & Pechenevskaya, A. A. (2018). Сonseptual bases of development of health resort tourism in Russia. Rossiyskoye predprinimatel’stvo [Russian Journal of Entrepreneurship], 19 (10), 3177–3186. https://doi.org/10.18334/rp.19.10.39406 (In Russ.)

Baev, V. V. (2019). Strategic analysis of destinations based on the use of medial tourism index. Turizm i gostepriimstvo [Tourism and Hospitality], (1), 12–21. (In Russ.)

Calleja, P., Wilkes, S., Spencer, M., & Woodbridge, S. (2022). Telehealth use in rural and remote health practitioner education: an integrative review. Rural and remote health, 22 (1), 6467. https://doi.org/10.22605/RRH6467

Connell, J. (2006). Medical tourism: Sea, sun, sand and surgery. Tourism Management, 27 (6), 1093–1100. https://doi.org/10.1016/j.tourman.2005.11.005

Doran, G. T. (1981). There’s a SMART way to write managements’s goals and objectives. Management review, 70 (11), 35–36.

Ferrer, M., & Medhekar, A. (2012). The factors impacting on the management of global medical tourism service supply chain. GSTF Journal on Business Review (GBR), 2 (2). https://doi.org/10.5176/2251-3426_THoR1212

Gabuniyya, N. Yu., Ivanov, I. V., & Matitsyn, N. O. (2021). JCI Quality and Safety Standards accreditation for medical activities. Control points. Menedzhment kachestva v meditsine [Quality management in medicine], (4), 2–8. https://doi.org/10.35400/2658-5898-2021-4-2-8 (In Russ.)

Gifford, B., Park, S., Anand, S., Gueddes, T., & Sachdeva, S. (2013). The Globalization of Health Services: The Impact of Global Medical Travel in India, Brazil and Mexico. https://digitalcommons.unf.edu/ha_fac/2 (Date of access: 18.04.2025).

Haleem, A., Javaid, M., Singh, R. P., & Suman, R. (2021). Telemedicine for healthcare: Capabilities, features, barriers, and applications. Sensors international, 2, 100117. https://doi.org/10.1016/j.sintl.2021.100117

Jabeen, S., & Ganaie, S. A. (2019). Total Quality Management in Academic Perspective: An Overview. Library Philosophy and Practice, 1–12.

Javaid, M., Haleem, A., Singh, R. P., Suman, R., & Rab, S. (2022). Significance of machine learning in healthcare: Features, pillars and applications. International Journal of Intelligent Networks, 3, 58–73. https://doi.org/10.1016/j.ijin.2022.05.002

Karadayi-Usta, S., & SerdarAsan, S. (2020). A Conceptual Model of Medical Tourism Service Supply Chain. Journal of Industrial Engineering and Management, 13 (2), 246–265. https://doi.org/10.3926/jiem.3008

Krist, A. H., Tong, S. T., Aycock, R. A., & Longo, D. R. (2017). Engaging patients in decision-making and behavior change to promote prevention. Information Services & Use, 37 (2), 105–122. https://doi.org/10.3233/ISU-170826

Lewis, C. L., & Pignone, M. P. (2009). Promoting informed decision-making in a primary care practice by implementing decision aids. North Carolina medical journal, 70 (2), 136.

Lunt, N., & Carrera, P. (2011). Systematic review of web sites for prospective medical tourists. Tourism Review, 66 (1/2), 57–67. https://doi.org/10.1108/16605371111127224

Lunt, N., Smith, R., Exworthy, M., Green, S. T., Horsfall, D., & Mannion, R. (2011). Medical Tourism: Treatments, Markets and Health System Implications: A Scoping Review. OECD. http://www.oecd.org/els/health-systems/Z48723982.pdf (Date of access: 05.02. 2025).

Marcelo, R. (2003, July 2). India Fosters Growing “Medical Tourism” Sector. http://yaleglobal.yale.edu/content/india-fosters-growing-medical-tourism-sector (Date of access: 18.04.2025).

Mason, A. M., & Spencer, E. (2017). Health communication: insights for quality hospitality bridging healthcare (H2H) delivery in medical tourism. In F. J. DeMicco (Ed.), Medical Tourism and Wellness: Hospitality Bridging Healthcare (pp. 127–145). Apple Academic Press. https://doi.org/10.1201/9781315365671-8

Mikhaylichenko, A. A. (2022). Analytical review of methods for assessing the quality of classification algorithms. Vestnik Adygeyskogo gosudarstvennogo universiteta [Bulletin of the Adyghe State University], (4(311)), 52–59. (In Russ.)

Nikitina, O. A. (2018). Organizational and economic models for the development of international medical tourism: choosing a model for Russia. Vestnik Evraziiskoi nauki [The Eurasian Scientific Journal], (5). https://esj.today/PDF/56ECVN518.pdf (Date of access: 18.04.2025). (In Russ.)

Oborin, M. C. (2022). Special types of tourism: medical tourism. Servis v Rossii i za rubezhom [Services in Russia and Abroad], 16 (1(98)), 179–187. https://doi.org/10.24412/1995-042X-2022-1-179-187

Saveleva, N. A., Kolesnikov, R. V., & Shmeleva, T. V. (2020). Medical tourism: terminolo­gy questions. Vestnik Evraziyskoy nauki [The Eurasian Scientific Journal], (2). https://esj.today/PDF/64ECVN220.pdf (Date of access: 18.04.2025). (In Russ.)

Singh, N. (2013). Exploring the factors influencing the travel motivations of US medical tourists. Current Issues in Tourism, 16 (5), 436–454. https://doi.org/10.1080/13683500.2012.695341

Tarasenko, E. V. (2025). The Impact of the Cross-Cultural Aspect on Customer-Centricity and Competitiveness When Working With “Guest-Patients” in the Scope of Medical Tourism: Insights from International Hotel Groups. Risk: Resursy, Informatsiya, Snabzhenie, Konkurenciya [RISK: Resources, Information, Supply, Competition], (1), 129–135. (In Russ.)

Tosun, N., Demir, Y., & Sağlık, E. (2020). Traditional and complementary medicine from health tourism perspective. International Journal of Health Management and Tourism, 5 (1), 32–43. https://doi.org/10.31201/ijhmt.694384

Xu, Q., Purushothaman, V., Cuomo, R. E., & Mackey, T. K. (2021). A bilingual systematic review of South Korean medical tourism: a need to rethink policy and priorities for public health?. BMC Public Health, 21, 658. https://doi.org/10.1186/s12889-021-10642-x

Zhong, L., Deng, B., Morrison, A. M., Coca-Stefaniak, J. A., & Yang, L. (2021). Medical, Health and Wellness Tourism Research — A Review of the Literature (1970–2020) and Research Agenda. International Journal of Environmental Research and Public Health, 18 (20), 10875. https://doi.org/10.3390/ijerph182010875

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