Technologie przełomowe i rozwiązania biznesowe sektora gier wideo w kontekście gospodarki cyfrowej

Piotr Rykała

doi:10.15611/pn.2026.2.04

Autor

Piotr Rykała ✉️ Uniwersytet Ekonomiczny w Katowicach
[email protected] https://orcid.org/0000-0003-2031-0383

DOI:

https://doi.org/10.15611/pn.2026.2.04

Słowa kluczowe:

gospodarka cyfrowa, sektor gier video, transfer wiedzy, technologie przełomowe

Abstrakt

Cel: Celem artykułu jest identyfikacja i charakterystyka wybranych technologii oraz modeli biznesowych rozwijanych w sektorze gier wideo w kontekście ich potencjału zastosowania w procesach transformacji cyfrowej oraz możliwości adaptacji poza przemysłem rozrywkowym. Analiza koncentruje się na określeniu, w jakich obszarach rozwiązania rozwijane i udoskonalane w środowisku gier znajdują zastosowanie w innych sektorach gospodarki. Przedmiotem badania są zarówno narzędzia technologiczne (VR/AR, sztuczna inteligencja, chmura obliczeniowa), jak i modele organizacyjno-rynkowe (gra jako usługa, mikrotransakcje, modele subskrypcyjne i wczesny dostęp).

Metodyka: Zastosowano podejście eksploracyjne, obejmujące analizę literatury naukowej (Scopus) oraz publikacji branżowych, uzupełnioną przeglądem przykładów wykorzystania technologii i modeli biznesowych. Wykorzystano mapowanie porównawcze, pozwalające na identyfikację pól zastosowań w sektorze gier oraz ich odpowiedników poza nim.

Wyniki: Analiza wskazuje na szerokie spektrum zastosowań technologii VR/AR, sztucznej inteligencji oraz rozwiązań chmurowych w edukacji, ochronie zdrowia, administracji publicznej i przemyśle. Modele biznesowe wypracowane i udoskonalane w sektorze gier, takie jak mikrotransakcje lub subskrypcje, znalazły swoje odpowiedniki w sektorach usług cyfrowych, mediów strumieniowych czy oprogramowania. Wyniki nie przesądzają o tym, że sektor gier jest pierwotnym źródłem tych technologii, jednak potwierdzają jego rolę jako środowiska intensywnego testowania, skalowania i komercjalizacji rozwiązań o wysokim potencjale adaptacji.

Implikacje i rekomendacje: Wyniki mogą stanowić podstawę do dalszych badań nad transferem wiedzy i rozwiązań pomiędzy sektorami oraz nad rolą sektorów kreatywnych w procesach cyfryzacji. Zaleca się rozwój badań empirycznych nad skalą adaptacji technologii „pochodzących z gier” oraz analizę efektywności modeli biznesowych w środowiskach spoza branży gamingowej.

Oryginalność/wartość: Artykuł proponuje strukturalne ujęcie synergii między sektorem gier wideo a innymi obszarami gospodarki cyfrowej. Wartość badawcza polega na systematyzacji wiedzy o technologicznych i modelowych rozwiązaniach rozwijanych w sektorze gier oraz ich potencjale adaptacyjnym, co wypełnia lukę w literaturze dotyczącej międzysektorowej dyfuzji praktyk cyfrowych.

Pobrania

Statystyki pobrań niedostępne.

Bibliografia

Abdel-Basset, M., Chang, V. i Nabeeh, N.A. (2021). An Intelligent Framework Using Disruptive Technologies for COVID-19 Analysis. Technological Forecasting and Social Change, 163, 120431. https://doi.org/10.1016/j.techfore.2020.120431

Abramson, J., Adler, J., Dunger, J, Evans, R., Green, T., Pritzel, A., Ronneberger, O., Willmore, L., Ballard, A. J., Bambrick, J., Bodenstein, S. W., Evans, D. A., Hung, C. C., O'Neill, M., Reiman, D., Tunyasuvunakool, K., Wu, Z., Žemgulytė, A., Arvaniti, E.,…Jumper, J. M. (2024). Accurate Structure Prediction of Biomolecular Interactions with AlphaFold 3. Nature, 630, 493-500. https://doi.org/10.1038/s41586-024-07487-w

Aheleroff, S., Xu, X., Zhong, R. Y. i Lu, Y. (2021). Digital Twin as a Service (DTaaS) in Industry 4.0: An Architecture Reference Model. Advanced Engineering Informatics, 47. https://doi.org/10.1016/j.aei.2020.101225

Albiges, L., Fléchon, A., Chevreau, C., Topart, D., Gravis, G., Oudard, S., Tourani, J. M., Geoffrois, L., Meriaux, E., Thiery- -Vuillemin, A., Barthélémy, P., Ladoire, S., Laguerre, B., Perrot, V., Billard, A., Escudier, B. i Gross-Goupil, M. (2021). Real--World Evidence of Cabozantinib in Patients with Metastatic Renal Cell Carcinoma: Results from the CABOREAL Early Access Program. European Journal of Cancer, 142, 102-111. https://doi.org/10.1016/j.ejca.2020.09.030

Al-Eidi, S., Amsaad, F., Darwish, O., Tashtoush, Y., Alqahtani, A. i Niveshitha, N. (2023). Comparative Analysis Study for Air Quality Prediction in Smart Cities Using Regression Techniques. IEEE Access, 11, 115140-115149. https://doi.org/10.1109/ACCESS.2023.3323447

Al-Kuwaiti, A., Nazer, K., Al-Reedy, A., Al-Shehri, S., Al-Muhanna, A., Subbarayalu, A. V., Al Muhanna, D. i Al-Muhanna, F. A. (2023). A Review of the Role of Artificial Intelligence in Healthcare. Journal of Personalized Medicine, 13(6), 951. https://doi.org/10.3390/jpm13060951

Azuma, R. (1997). A Survey of Augmented Reality. Presence: Teleoperators and Virtual Environments, 6(4), 355-385. https://doi.org/10.1162/pres.1997.6.4.355

Baeza-González, S. (2021). Video Games Development in the Periphery: Cultural Dependency? Geografiska Annaler, Series B: Human Geography, 103(1), 39-54. https://doi.org/10.1080/04353684.2021.1894077

Bamel, U., Talwar, S., Pereira, V., Corazza, L. i Dhir, A. (2023). Disruptive Digital Innovations in Healthcare: Knowing the Past and Anticipating the Future. Technovation, 125. https://doi.org/10.1016/j.technovation.2023.102785

Belyaeva, Z., Petrosyan, A. i Shams, S. M. R. (2022). Stakeholder Data Analysis in the Video Gaming Industry: Implications for Regional Development. EuroMed Journal of Business, 17(3), 333-349. https://doi.org/10.1108/EMJB-10-2021-0150

Betz, U. A. K., Arora, L., Assal, R. A., Azevedo, H., Baldwin, J., Becker, M. S., Bostock, S., Cheng, V., Egle, T., Ferrari, N., Schneider-Futschik, E. K., Gerhardy, S., Hammes, A., Harzheim, A., Herget, T., Jauset, C., Kretschmer, S., Lammie, C., Kloss, N.,… Zhao, G. (2023). Game Changers in Science and Technology – Now and Beyond. Technological Forecasting and Social Change, 193, 122588. https://doi.org/10.1016/j.techfore.2023.122588

Bielińska-Dusza, E. (2020). Analysis of Ground-Breaking Technologies and Their Effect on the Functioning of Enterprises. W: A. Zakrzewska-Bielawska i I. Staniec (red.), Contemporary Challenges in Cooperation and Coopetition in the Age of Industry 4.0. 10th Conference on Management of Organizations’ Development (MOD). Springer.

Billinghurst, M., Clark, A. i Lee, G. (2015). A Survey of Augmented Reality. Foundations and Trends in Human–Computer Interaction, 8(2-3), 73-272. https://doi.org/10.1561/1100000049

Bongard-Blanchy, K., Rossi, A., Rivas, S., Doublet, S., Koenig, V. i Lenzini, G. (2021). “I Am Definitely Manipulated, Even When I Am Aware of It. It's Ridiculous! – Dark Patterns from the End-User Perspective. Proceedings of the 2021 ACM Designing Interactive Systems Conference, 763-776. https://doi.org/10.1145/3461778.3462086

Brown, T. B., Mann, B., Ryder, N., Subbiah, M., Kaplan, J., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., Agarwal, S., Herbert-Voss, A., Krueger, G., Henighan, T., Child, R., Ramesh, A., Ziegler, D. M.,...Amodei, D. (2020). Language Models are Few-Shot Learners. W: H. Larochelle, M. Ranzato, R. Hadsell, M. F. Balcan i H. Lin (red.), Advances in Neural Information Processing Systems. 34th Conference on Neural Information Processing Systems (NeurIPS 2020), (t. 33, s. 1877-1901). Neural Information Processing Systems Foundation Inc.

Cadin, L. i Guérin, F. (2006). What Can We Learn from the Video Games Industry? European Management Journal, 24(4), 248-255. https://doi.org/10.1016/j.emj.2006.05.001

Carlson, B., Suter, T. i Brown, T. (2008). Social versus Psychological Brand Community: The Role of Psychological Sense of Brand Community. Journal of Business Research, 61, 284-291.

Chakraborty, D., Siddiqui, M., Siddiqui, A., Paul, J., Dash, G. i Mas, F. (2023). Watching Is Valuable: Consumer Views – Content Consumption on OTT Platforms. Journal of Retailing and Consumer Services, 70. https://doi.org/10.1016/j.jretconser.2022.103148

Chia, A., Keogh, B., Leorke, D. i Nicoll, B. (2020). Platformisation in Game Development. Internet Policy Review, 9(4). https://doi.org/10.14763/2020.4.1515

Close, J., Spicer, S. G., Nicklin, L. L., Uther, M., Lloyd, J. i Lloyd, H. (2021). Secondary Analysis of Loot Box Data: Are High-Spending “Whales” Wealthy Gamers or Problem Gamblers? Addictive Behaviors, 117. https://doi.org/10.1016/j.addbeh.2021.106851

Cohendet, P. i Simon, L. (2007). Playing across the Playground: Paradoxes of Knowledge Creation in the Videogame Firm. Journal of Organizational Behavior, 28(5), 587-605. https://doi.org/10.1002/job.460

Datta, H., Knox, G. i Bronnenberg, B. J. (2018). Changing Their Tune: How Consumers' Adoption of Online Streaming Affects Music Consumption and Discovery. Marketing Science, 37(1), 5-21. https://doi.org/10.1287/mksc.2017.1051

Dwivedi, Y., Hughes, L., Baabdullah, A. M., Ribeiro-Navarrete, S., Giannakis, M., Al-Debei, M. M., Dennehy, D., Metri, B., Buhalis, D., Cheung, C., Conboy, K., Doyle, R., Dubey, R., Dutot, V., Felix, R., Goyal, D. P., Gustafsson, A., Hinsch, C., Jebabli, I.,…Wamba, S. (2022). Metaverse beyond the Hype: Multidisciplinary Perspectives on Emerging Challenges, Opportunities, and Agenda for Research, Practice and Policy. International Journal of Information Management, 66. https://doi.org/10.1016/j.ijinfomgt.2022.102542

Dwivedi, Y., Hughes, L., Ismagilova, E., Aarts, G., Coombs, C., Crick, T., Duan, Y., Dwivedi, R., Edwards, J., Eirug, A., Galanos, V., Ilavarasan, V., Janssen, M., Jones, P., Kar, A., Kizgin, H., Kronemann, B., Lal, B., Lucini, B.,…Williams, M. D. (2021). Artificial Intelligence (AI): Multidisciplinary Perspectives on Emerging Challenges, Opportunities, and Agenda for Research, Practice and Policy. International Journal of Information Management, 57. https://doi.org/10.1016/j.ijinfomgt.2019.08.002

Dwivedi, Y., Kshetri, N., Hughes, L., Slade, E., Jeyaraj, A., Kar, A., Baabdullah, A. M., Koohang, A., Raghavan, V., Ahuja, M., Albanna, H., Albashrawi, M., Al-Busaidi, A., Balakrishnan, J., Barlette, Y., Basu, S., Bose, I., Brooks, L., Buhalis, D.,…Wright, R. (2023). So What If ChatGPT Wrote It?” Multidisciplinary Perspectives on Opportunities, Challenges and Implications of Generative Conversational AI for Research, Practice and Policy. International Journal of Information Management, 71. https://doi.org/10.1016/j.ijinfomgt.2023.102642

Garea, S. S., Drummond, A., Sauer, J. D., Hall, L. C. i Williams, M. N. (2021). Meta-Analysis of the Relationship between Problem Gambling, Excessive Gaming and Loot Box Spending. International Gambling Studies, 21(3), 460-479. https://doi.org/10.1080/14459795.2021.1914705

Gibson, E., Griffiths, M. D., Caldao, F. i Haris, A. (2023). Videogame Player Experiences with Micro-Transactions: An Interpretative Phenomenological Analysis. Computers in Human Behavior, 145, 107766. https://doi.org/10.1016/j.chb.2023.107766

Goh, G. D., Sing, S. L. i Yeong, W. Y. (2021). A Review on Machine Learning in 3D Printing: Applications, Potential, and Challenges. Artificial Intelligence Review, 54. https://doi.org/10.1007/s10462-020-09876-9

Goodfellow, I., Bengio, Y. i Courville, A. (2016). Deep Learning. MIT Press.

Granstrand, O. i Holgersson, M. (2020). Innovation Ecosystems: A Conceptual Review and a New Definition. Technovation, 90-91. https://doi.org/10.1016/j.technovation.2019.102098

Gu, J., Wang, J., Guo, X., Liu, G., Qin, S. i Bi, Z. (2023). A Metaverse-Based Teaching Building Evacuation Training System with Deep Reinforcement Learning. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(4), 2209-2219. https://doi.org/10.1109/TSMC.2022.3231299

Haefliger, S., Jäger, P. i von Krogh, G. (2010). Under the Radar: Industry Entry by User Entrepreneurs. Research Policy, 39(9), 1198-1213. https://doi.org/10.1016/j.respol.2010.07.001

Hamari, J. i Keronen, L. (2017). Why Do People Play Games? A Meta-Analysis. International Journal of Information Management, 37(3), 125-141. https://doi.org/10.1016/j.ijinfomgt.2017.01.006

Hamilton, D., McKechnie, J., Edgerton, E. i Wilson, C. (2021). Immersive Virtual Reality as a Pedagogical Tool in Education: A Systematic Literature Review of Quantitative Learning Outcomes and Experimental Design. Journal of Computers in Education, 8, 1-32. https://doi.org/10.1007/s40692-020-00169-2

Hashem, I. A. T., Yaqoob, I., Anuar, N. B., Mokhtar, S., Gani, A. i Khan, S. U. (2015). The Rise of Big Data on Cloud Computing: Review and Open Research Issues. Information Systems, 47, 98-115. https://doi.org/10.1016/j.is.2014.07.006

Heffner, K., Gasidło, K., Klasik, A., Majorek, A., Polko, A., Noworól, A., Janik, M., Klemens, B., Wyrzykowska, A., Stankiewicz, B., Zuzańska-Żyśko, E., Rykała, P., Bartoszek, A., Runge, J., Twardoch, A., Harat, Ł., Komornicki, T., Markowski, T., Kuźnik, F. i Wrana, K. (2022). Miasta w procesie przemian. W kierunku nowego stylu zarządzania miejskiego. Studia Komitetu Przestrzennego Zagospodarowania Kraju. Polska Akademia Nauk, Komitet Przestrzennego Zagospodarowaniu Kraju. https://doi.org/10.24425/143517

Honorato, R. V., Koukos, P. I., Jiménez-García, B., Tsaregorodtsev, A., Verlato, M., Giachetti, A., Rosato, A. i Bonvin, A. M. J. J. (2021). Structural Biology in the Clouds: The WeNMR-EOSC Ecosystem. Frontiers in Molecular Biosciences, 8. https://doi.org/10.3389/fmolb.2021.729513

Hotho, S. i Champion, K. (2011). Small Businesses in the New Creative Industries: Innovation as a People Management Challenge. Management Decision, 49(1), 29-54. https://doi.org/10.1108/00251741111094428

Javed, A. R., Shahzad, F., Rehman, S. U., Zikria, Y. B., Razzak, I., Jalil, Z. i Xu, G. (2022). Future Smart Cities: Requirements, Emerging Technologies, Aapplications, Challenges, and Future Aspects. Cities, 129. https://doi.org/10.1016/j.cities.2022.103794

Jenkins, H., Ito, M. i boyd, d. (2015). Participatory Culture in a Networked Era. A Conversation on Youth, Learning, Commerce, and Politics. Polity.

Juliani, A. Berges, V.-P., Teng, E., Cohen, A., Harper, J., Elion, C., Goy, C., Gao, Y., Henry, H., Mattar, M. i Lange. D. (2018). Unity: A General Platform for Intelligent Agents. arXiv:1809.02627. https://doi.org/10.48550/arXiv.1809.02627

Kaginalkar, A., Kumar, S., Gargava, P. i Niyogi, D. (2021). Review of Urban Computing in Air Quality Management as Smart City Service: An Integrated IoT, AI, and Cloud Technology Perspective. Urban Climate, 39. https://doi.org/10.1016/j.uclim.2021.100972

Karniadakis, G. E., Kevrekidis, I. G., Lu, L., Perdikaris, P., Wang, S. i Yang, L. (2021). Physics-Informed Machine Learning, Nature Reviews Physics, 3, 422-441. https://doi.org/10.1038/s42254-021-00314-5

Karra, K., Kontigs, C., Statman-Weil, Z., Mazzariello, J. C., Mathis, M. M. i Brumby, S. P. (2021). Global Land Use / Land Cover with Sentinel 2 And Deep Learning. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 4704- -4707. https://doi.org/10.1109/IGARSS47720.2021.9553499

Kaur, D., Uslu, S., Rittichier, K. J. i Durresi, A. (2022). Trustworthy Artificial Intelligence: A Review. ACM Computing Surveys, 55(2), 1-38. https://doi.org/10.1145/3491209

King, D. L. i Delfabbro, P. H. (2018). Predatory Monetization Schemes in Video Games (e.g. 'Loot Boxes') and Internet Gaming Disorder. Addiction, 113(11), 1967-1969. https://doi.org/10.1111/add.14286

Klimas, P. i Czakon, W. (2022). Gaming Innovation Ecosystem: Actors, Roles and Co-Innovation Processes. Review of Managerial Science, 16, 2213-2259. https://doi.org/10.1007/s11846-022-00518-8

Klimas, P., Radomska, J., Kościewicz, D., Strzelec, G. i Wrona, S. (2025). What Are the Drivers, Barriers, Mechanisms, and Anchors of Cross-Industry Cooperation? The Perspective of the Video Game Industry Ecosystem. Games and Culture. https://doi.org/10.1177/15554120251317276

LeCun, Y., Bengio, Y. i Hinton, G. (2015). Deep Learning. Nature, 521, 436-444. https://doi.org/10.1038/nature14539

Lehdonvirta, V. (2009). Virtual Item Sales as a Revenue Model: Identifying Attributes That Drive Purchase Decisions. Electronic Commerce Research, 9, 97-113. https://doi.org/10.1007/s10660-009-9028-2

Li, T. (2024). Human-Computer Interaction in Virtual Reality Environments for Educational and Business Purposes. Management of Development of Complex Systems, (57), 112-117. https://doi.org/10.32347/2412-9933.2024.57.112-117

Li, X., Sun, L., Ling, M. i Peng, Y. (2023). A Survey of Graph Neural Network Based Recommendation in Social Networks. Neurocomputing, 549. https://doi.org/10.1016/j.neucom.2023.126441

Linardatos, P., Papastefanopoulos, V. i Kotsiantis, S. (2021). Explainable AI: A Review of Machine Learning Interpretability Methods. Entropy, 23(1), 18. https://doi.org/10.3390/e23010018

Liu, Y., Zhang, X. i Shen, Y. (2024). Technology-Driven Carbon Reduction: Analyzing the Impact of Digital Technology on China's Carbon Emission and Its Mechanism. Technological Forecasting and Social Change, 200, 123124. https://doi.org/10.1016/j.techfore.2023.123124

Loh, H. W., Ooi, C. P., Seoni, S., Barua, P. D., Molinari, F. i Acharya, U. R. (2022). Application of Explainable Artificial Intelligence for Healthcare: A Systematic Review of the Last Decade (2011-2022). Computer Methods and Programs in Biomedicine, 226, 107161. https://doi.org/10.1016/j.cmpb.2022.107161

Maddikunta, P. K. R., Pham, Q. V., Boopathy, P., Deepa, N., Dev, K., Gadekallu, T. R., Ruby, R. i Liyanage, M. (2022). Industry 5.0: A Survey on Enabling Technologies and Potential Applications. Journal of Industrial Information Integration, 26, 100257. https://doi.org/10.1016/j.jii.2021.100257

Malaspina, M., Barbato, J. A., Cremaschi, M., Gasparini, F., Grossi, A. i Saibene. (2023). An Experimental Protocol to Access Immersiveness in Video Games. arXiv:2310.16431. https://doi.org/10.48550/arXiv.2310.16431

Marinescu, D. (2022). Cloud Computing: Theory and Practice (wydanie trzecie). Morgan Kaufmann.

Marougkas, A., Troussas, C., Krouska, A. i Sgouropoulou, C. (2023). Virtual Reality in Education: A Review of Learning Theories, Approaches and Methodologies for the Last Decade. Electronics, 12(13). https://doi.org/10.3390/electronics12132832

Martínez-Moragón, E., García-Moguel, I., Nuevo, J. i Resler, G. (2021). Real-World Study in Severe Eosinophilic Asthma Patients Refractory to Anti-IL5 Biological Agents Treated with Benralizumab in Spain (ORBE Study). BMC Pulmonary Medicine, 21, 417. https://doi.org/10.1186/s12890-021-01785-z

Mayer, R. E., Makransky, G. i Parong, J. (2022). The Promise and Pitfalls of Learning in Immersive Virtual Reality. International Journal of Human–Computer Interaction, 39(11), 2229-2238. https://doi.org/10.1080/10447318.2022.2108563

Mell, P. i Grance, T. (2011). The NIST Definition of Cloud Computing. Recommendations of the National Institute of Standards and Technology. National Institute of Standards and Technology.

Metzger, S. L., Littlejohn, K. T., Silva, A. B., Moses, D. A., Seaton, M. P., Wang, R., Dougherty, M. E., Liu, J. R., Wu, P., Berger, M. A., Zhuravleva, I., Tu-Chan, A., Ganguly, K., Anumanchipalli, G. K. i Chang, E. F. (2023). A High-Performance Neuroprosthesis for Speech Decoding and Avatar Control. Nature, 620(7976), 1037-1046. https://doi.org/10.1038/s41586-023-06443-4

Mihai, S., Yaqoob, M., Hung, D. V., Davis, W., Towakel, P., Raza, M., Karamanoglu, M., Barn, B., Shetve, D., Prasad, R. V., Venkataraman, H., Trestian, R. i Nguyen, H. X. (2022). Digital Twins: A Survey on Enabling Technologies, Challenges, Trends and Future Prospects. IEEE Communications Surveys and Tutorials, 24(4), 2255-2291. https://doi.org/10.1109/COMST.2022.3208773

Mittal, A. (2025). Cloud Computing. Iconic Research and Engineering Journals, 8(11).

Nieborg, D. B. (2015). Crushing Candy: The Free-to-Play Game in Its Connective Commodity Form. Social Media and Society, 1(2). https://doi.org/10.1177/20563051156219

OECD. (2024). Digital Economy Outlook 2024. Volume 1: Embracing the Technology Frontier. OECD Publishing. Pobrano 17 czerwca 2026 roku z https://www.oecd.org/en/publications/oecd-digital-economy-outlook-2024-volume-1_a1689dc5-en.html

Oh, D. S, Phillips, F., Park, S. i Lee, E. (2016). Innovation Ecosystems: A Critical Examination. Technovation, 54, 1-6. https://doi.org/10.1016/j.technovation.2016.02.004

Papadimitriu, M. i Allinson, G. (2022). Microplastics in the Mediterranean Marine Environment: A Combined Bibliometric and Systematic Analysis to Identify Current Trends and Challenges. Microplastics and Nanoplastics, 2, 8. https://doi.org/10.1186/s43591-022-00026-2

Parmaxi, A. (2023). Virtual Reality in Language Learning: A Systematic Review and Implications for Research and Practice. Interactive Learning Environments, 31(1), 172-184. https://doi.org/10.1080/10494820.2020.1765392

Radianti, J., Majchrzak, T. A., Fromm, J. i Wohlgenannt, I. (2020). A Systematic Review of Immersive Virtual Reality Applications for Higher Education: Design Elements, Lessons Learned, and Research Agenda. Computers & Education, 147, 103778. https://doi.org/10.1016/j.compedu.2019.103778

Rahimi, M., Ren, J., Liu, C. H., Vasilakos, A. V. i Venkatasubramanian, N. (2014). Mobile Cloud Computing: A Survey, State of Art and Future Directions. Mobile Networks and Applications, 19(2), 133-143. https://doi.org/10.1007/s11036-013-0477-4

Rashid, A. B. i Kausik, A. K. (2024). AI Revolutionizing Industries Worldwide: A Comprehensive Overview of Its Diverse Applications. Hybrid Advances, 7. https://doi.org/10.1016/j.hybadv.2024.100277

Rietveld, J., Ploog, J. N. i Nieborg, D. B. (2020). Coevolution of Platform Dominance and Governance Strategies: Effects on Complementor Performance Outcomes. Academy of Management Discoveries, 6(3), 488-513. https://doi.org/10.5465/amd.2019.0064

Rietveld, J., Schilling, M. A. i Bellavitis, C. (2019). Platform Strategy: Managing Ecosystem Value through Selective Promotion of Complements. Organization Science, 30(6), 1232-1251. https://doi.org/10.1287/orsc.2019.1290

Ritala, P. i Almpanopoulou, A. (2017). In Defense of ‘Eco’ in Innovation Ecosystem. Technovation, 60-61, 39-42. https://doi.org/10.1016/j.technovation.2017.01.004

Roppelt, J. S., Kanbach, D. K. i Kraus, S. (2024). Artificial Intelligence in Healthcare Institutions: A Systematic Literature Review on Influencing Factors. Technology in Society, 76, 102443. https://doi.org/10.1016/j.techsoc.2023.102443

Rubio-Tamayo, J., Gértrudix Barrio, M. i Garcia García, F. (2017). Immersive Environments and Virtual Reality: Systematic Review and Advances in Communication, Interaction and Simulation. Multimodal Technologies and Interaction, 1(4), 21. https://doi.org/10.3390/mti1040021

Russell, S. i Norvig, P. (2020). Artificial Intelligence: A Modern Approach. Pearson Education.

Rykała, P. (2020). The Growth of the Gaming Industry in the Context of Creative Industries. Biblioteka Regionalisty, (20), 124-136. https://doi.org/10.15611/br.2020.1.10

Severin, K. i Gresham, P. (2023). MIDiA Research 2023-2030 Global Games Industry Forecasts. Life Post-Peak. MIDiA.

Shea, R., Jiangchuan, L., Ngai, E. C.-H. i Cui, Y. (2021). Cloud Gaming: Architecture and Performance. IEEE Network, 27(4), 16-21. https://doi.org/10.1109/MNET.2013.6574660

Sounderajah, V., Patel, V., Varatharajan, L., Harling, L., Normahani, P., Symons, J., Barlow, J., Darzi, A. i Ashrafian, H. (2021). Are Disruptive Innovations Recognised in the Healthcare Literature? A Systematic Review. BMJ Innovations, 7(1), 208-216. https://doi.org/10.1136/bmjinnov-2020-000424

Spicer, S. G., Nicklin, L. L., Uther, M., Lloyd, J., Lloyd, H. i Close, J. (2022). Loot Boxes, Problem Gambling and Problem Video Gaming: A Systematic Review and Meta-Synthesis. New Media & Society, 24(12), 1001-1022. https://doi.org/10.1177/14614448211027175

Szpak, A., Michalski, S. C. i Loetscher, T. (2020). Exergaming with Beat Saber: An Investigation of Virtual Reality Aftereffects. Journal of Medical Internet Research, 22(10). https://doi.org/10.2196/19840

Szpringer, W. (2023). Metawersum: nowe wyzwania dla zarządzania w gospodarce cyfrowej. Poltext.

Talwar, S., Kaur, P., Nunkoo, R. i Dhir, A. (2023). Digitalization and Sustainability: Virtual Reality Tourism in a Post Pandemic World. Journal of Sustainable Tourism, 31(11), 2564-2591. https://doi.org/10.1080/09669582.2022.2029870

Thirunavukarasu, A. J., Ting, D. S. J., Elangovan, K., Gutierrez, L., Tan, T. F. i Ting, D. S. W. (2023). Large Language Models in Medicine. Nature Medicine, 29(8), 1930-1940. https://doi.org/10.1038/s41591-023-02448-8

Torous, J., Bucci, S., Bell, I. H., Kessing, L. V., Faurholt-Jepsen, M., Whelan, P., Carvalho, A. F., Keshavan, M., Linardon, J. i Firth, J. (2021). The Growing Field of Digital Psychiatry: Current Evidence and the Future of Apps, Social Media, Chatbots, and Virtual Reality. World Psychiatry, 20(3), 318-335. https://doi.org/10.1002/wps.20883

Vandermerwe, S. i Rada, J. (1988). Servitization of Business: Adding Value by Adding Services. European Management Journal, 6(4), 314-324.

Váradi, M., Bertoni, D., Magana, P., Paramval, U., Pidruchna, I., Radhakrishnan, M., Tsenkov, M., Nair, S., Mirdita, M., Yeo, J., Kovalevskiy, O., Tunyasuvunakool, K., Laydon, A., Žídek, A., Tomlinson, H., Hariharan, D., Abrahamson, J., Green, T., Jumper, J., Birney, E., Steinegger, M., Hassabis, D. i Velankar, S. (2024). AlphaFold Protein Structure Database in 2024: Providing Structure Coverage for over 214 Million Protein Sequences. Nucleic Acids Research, 52(D1), D263-D269. https://doi.org/10.1093/nar/gkad1011

Weststar, J. i Dubois, L.-É. (2023). From Crunch to Grind: Adopting Servitization in Project-Based Creative Work. Work, Employment and Society, 37(4), 972-990. https://doi.org/10.1177/09500170211061228

Xi, N., Chen, J., Gama, F., Riar, M. i Hamari, J. (2023). The Challenges of Entering the Metaverse: An Experiment on the Effect of Extended Reality on Workload. Information Systems Frontiers, 25, 659-680. https://doi.org/10.1007/s10796-022-10244-x

Xiao, L. Y. (2021). Regulating Loot Boxes as Gambling? Towards a Combined Legal and Self-Regulatory Consumer Protection Approach. Interactive Entertainment Law Review, 4(1), 27-47. https://doi.org/10.4337/ielr.2021.01.02

Xu, G., Wu, Y., Minshall, T. i Zhou, Y. (2018). Exploring Innovation Ecosystems across Science, Technology, and Business: A Case of 3D Printing in China. Technological Forecasting and Social Change, 136, 208-221. https://doi.org/10.1016/j.techfore.2017.06.030

Yannakakis, G. N. i Togelius, J. (2024). Artificial Intelligence and Games (wydanie drugie). Springer.

Yeung, A., Ng, E. i Abi-Jaoude, E. (2022). TikTok and Attention-Deficit/Hyperactivity Disorder: A Cross-Sectional Study of Social Media Content Quality. The Canadian Journal of Psychiatry, 67(12), 899-906. https://doi.org/10.1177/07067437221082854

Yu, Y., Chen, H., Peng, C. H. i Chau, P. Y. (2022). The Causal Effect of Subscription Video Streaming on DVD Sales: Evidence from a Natural Experiment. Decision Support Systems, 157. https://doi.org/10.1016/j.dss.2022.113767

Zhang, J. i Seidmann, A. (2010). Perpetual versus Subscription Licensing under Quality Uncertainty and Network Externality Effects. Journal of Management Information Systems, 27(1), 39-68. https://doi.org/10.2753/MIS0742-1222270103

Zheng, T., Ardolino, M., Bacchetti, A. i Perona, M. (2021). The Applications of Industry 4.0 Technologies in Manufacturing Context: A Systematic Literature Review. International Journal of Production Research, 59(6), 1922-1954. https://doi.org/10.1080/00207543.2020.1824085

Zhuang, F., Qi, Z., Duan, K., Xi, D., Zhu, Y., Zhu, H., Xiong, H. i He, Q. (2021). A Comprehensive Survey on Transfer Learning. Proceedings of the IEEE, 109, 43-76. https://doi.org/10.1109/jproc.2020.3004555