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Readiness of Prospective Sports Managers for Artificial Intelligence: A Qualitative A Study into Perceptions and Ed-ucational Preparedness

Year 2025, Issue: Advanced Online Publication, 588 - 604
https://doi.org/10.56639/jsar.1760455

Abstract

References

  • Ahmad, S. F., Han, H., Alam, M. M., Rehmat, M., Irshad, M., Arraño-Muñoz, M., & Ariza-Montes, A. (2023). Impact of artificial intelligence on human loss in decision making, laziness and safety in education. Humanities and Social Sciences Communications, 10(1), 1-14. https://doi.org/10.1057/s41599-023-01787-8
  • Almaraz-López, C., Almaraz-Menéndez, F., & López-Esteban, C. (2023). Comparative study of the attitudes and perceptions of university students in business administration and management and in education toward artificial intelligence. Education Sciences, 13(6), 609. https://doi.org/10.3390/educsci13060609
  • Alshahrani, S. M. M. (2024). Skills development ın sports management and the potential for using artificial intelligence. Educational Administration: Theory and Practice, 30(6), 2225-2233. https://doi.org/10.53555/kuey.v30i6.5692
  • Anjala, S., Atchaya, M. A., Praveen, L., & Subashini, R. (2025). Review on artificial intelligence and machine learning in pharmacovigilance. OEIL Research Journal, 23(9), 228–245.
  • Bećirović, S., Polz, E., & Tinkel, I. (2025). Exploring students’ AI literacy and its effects on their AI output quality, self-efficacy, and academic performance. Smart Learning Environments, 12(1), 29. https://doi.org/10.1186/s40561-025-00384-3
  • Begum, I. U. (2024). Role of artificial intelligence in higher education: An empirical investigation. International Research Journal on Advanced Engineering and Management, 2(03), 49–53. https://doi.org/10.47392/irjaem.2024.0009
  • Bhatnagar, R., & Babbar, M. (2022). A systematic review of sports analytics. International Journal of Technology Transfer and Commercialisation, 19(4), 393–406. https://doi.org/10.1504/IJTTC.2022.127574
  • Bond, M., Khosravi, H., De Laat, M., Bergdahl, N., Negrea, V., Oxley, E., & Siemens, G. (2024). A meta systematic review of artificial intelligence in higher education: A call for increased ethics, collaboration, and rigour. International Journal of Educational Technology in Higher Education, 21(1), 4. https://doi.org/10.1186/s41239-023-00436-z
  • Bouchentouf, A. (2024). Ethical considerations in AI-driven sports practicing. Sciences of Sport Performance, 6(1), 148–166.
  • Buhaș, R., Ilieș, A., Săveanu, S., Szabo-Alexi, P., Szabo-Alexi, M., & Buhaș, S. (2023). Socio-professional implications of sports events: A perspective from dual-career students. Sustainability, 15(10), 7813. https://doi.org/10.3390/su15107813
  • Chin, J. H., Do, C., & Kim, M. (2022). How to increase sport facility users’ intention to use AI fitness services: Based on the technology adoption model. International Journal of Environmental Research and Public Health, 19(21), 14453. https://doi.org/10.3390/ijerph192114453
  • Claudino, J. G., Capanema, D. D. O., de Souza, T. V., Serrão, J. C., Machado Pereira, A. C., & Nassis, G. P. (2019). Current approaches to the use of artificial intelligence for injury risk assessment and performance prediction in team sports: A systematic review. Sports Medicine-Open, 5(1), 28. https://doi.org/10.1186/s40798-019-0202-3
  • Creswell, J. W. (2016). Nitel araştırma yöntemleri: Beş yaklaşıma göre nitel araştırma ve araştırma deseni (M. Bütün & S. B. Demir, Çev. Ed.). Siyasal Kitabevi.
  • Fergus, S., Botha, M., & Ostovar, M. (2023). Evaluating academic answers generated using ChatGPT. Journal of Chemical Education, 100(4), 1672–1675. https://doi.org/10.1021/acs.jchemed.3c00087
  • Fraenkel, J. R., & Wallen, N. E. (2012). How to design and evaluate research in education (7th ed.). McGrawHill.
  • Gao, Y. (2025). The role of artificial intelligence in enhancing sports education and public health in higher education: Innovations in teaching models, evaluation systems, and personalized training. Frontiers in Public Health, 13, 1554911. https://doi.org/10.3389/fpubh.2025.1554911
  • Ghezelseflou, H., & Choori, A. (2024). Athlete perspectives on AI-driven coaching technologies: a qualitative inquiry. AI and Tech in Behavioral and Social Sciences, 1(1), 4-11. https://doi.org/10.61838/kman.aitech.1.1.2
  • Gillani, N., Eynon, R., Chiabaut, C., & Finkel, K. (2023). Unpacking the “Black Box” of AI in education. Educational Technology & Society, 26(1), 99-111. https://doi.org/10.30191/ETS.202301_26(1).0008
  • Glebova, E., Desbordes, M., & Geczi, G. (2022). Mass diffusion of modern digital technologies as the main driver of change in sports-spectating audiences. Frontiers in Psychology, 13, 805043. https://doi.org/10.3389/fpsyg.2022.805043
  • Glebova, E., Madsen, D. Ø., Mihaľová, P., Géczi, G., Mittelman, A., & Jorgič, B. (2024). Artificial intelligence development and dissemination impact on the sports industry labor market. Frontiers in Sports and Active Living, 6, 1363892. https://doi.org/10.3389/fspor.2024.1363892
  • Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Center for Curriculum Redesign.
  • Holmes, W., Porayska-Pomsta, K., Holstein, K., Sutherland, E., Baker, T., Shum, S. B., ... & Koedinger, K. R. (2022). Ethics of AI in education: Towards a community-wide framework. International Journal of Artificial Intelligence in Education, 32(3), 504-526. https://doi.org/10.1007/s40593-021-00239-1
  • Hwang, G.-J., & Chang, C.-Y. (2023). A review of opportunities and challenges of chatbots in education. Interactive Learning Environments, 31(7), 4099–4112. https://doi.org/10.1080/10494820.2021.1952615
  • Jiang, W., Nazarudin, M. N. B., & Mazalan, N. S. (2024). Enhancing safety and quality in college sports management through big data and artificial intelligence (AI). Journal of Information Systems Engineering and Management, 9, 24782. https://doi.org/10.55267/iadt.07.14849
  • Karimi, J., Pashaie, S., & Golmohammadi, H. (2024). Artificial Intelligence (AI) and the Future of Sports Marketing: Exploring New Challenges and Opportunities. Journal of Advanced Sport Technology, 8(4), 65-79. https://doi.org/10.22098/jast.2025.15830.1374
  • Karran, A. J., Charland, P., Trempe-Martineau, J., Ortiz de Guinea Lopez de Arana, A., Lesage, A. M., Senecal, S., & Léger, P. M. (2025). Multi-stakeholder perspective on responsible artificial intelligence and acceptability in education. npj Science of Learning, 10(1), 44. https://doi.org/10.1038/s41539-025-00333-2
  • Kavut, S. (2024). Toplumların dijital dönüşüm aracı olarak yapay zekâ çalışmaları: Türkiye’nin ve Türk devletleri teşkilatının yapay zekâ kullanımı üzerine bir analiz. Erciyes İletişim Dergisi, 11(1), 325–344. https://doi.org/10.17680/erciyesiletisim.1346576
  • Keiper, M. C., Fried, G., Lupinek, J., & Nordstrom, H. (2023). Artificial intelligence in sport management education: Playing the AI game with ChatGPT. Journal of Hospitality, Leisure, Sport & Tourism Education, 33, 100456. https://doi.org/10.1016/j.jhlste.2023.100456
  • Kim, B. J., Jeong, S., Cho, B. K., & Chung, J. B. (2025). AI Governance in the Context of the EU AI Act: A Bibliometric and Literature Review Approach. IEEE Access, 1-19. https://doi.org/10.48550/arXiv.2502.03468
  • Krämer, D., Bosold, A., Minarik, M., Schyvinck, C., & Hajek, A. (2025). Artificial intelligence in sports: Insights from a quantitative survey among sports students in Germany about their perceptions, expectations, and concerns regarding the use of AI tools. University of Münster. https://doi.org/10.17879/56998624320
  • Krause, S., Dalvi, A., & Zaidi, S. K. (2025). Generative AI in education: Student skills and lecturer roles. arXiv. https://arxiv.org/abs/2504.19673
  • Leedy, P. D., & Ormrod, J. E. (2015). Practical research: Planning and design (11th ed.). Pearson.
  • Lin, H., & Chen, Q. (2024). Artificial intelligence (AI)-integrated educational applications and college students’ creativity and academic emotions: students and teachers’ perceptions and attitudes. BMC psychology, 12(1), 487. https://doi.org/10.1186/s40359-024-01979-0
  • Mamo, Y., Su, Y., & Andrew, D. P. (2022). The transformative impact of big data applications in sport marketing: Current and future directions. International Journal of Sports Marketing and Sponsorship, 23(3), 594–611. https://doi.org/10.1108/IJSMS-03-2021-0073
  • Merino-Campos, C. (2025). The impact of artificial intelligence on personalized learning in higher education: A systematic review. Trends in Higher Education, 4(2), 17. https://doi.org/10.3390/higheredu4020017
  • Miao, F., & Holmes, W. (2023). Guidance for generative AI in education and research. United Nations Educational, Scientific and Cultural Organization. https://doi.org/10.54675/EWZM9535
  • Mills, K., Ruiz, P., Lee, K. W., Coenraad, M., Fusco, J., Roschelle, J., & Weisgrau, J. (2024). AI literacy: A framework to understand, evaluate, and use emerging technology. Digital Promise. https://doi.org/10.51388/20.500.12265/218
  • Moon, W., Kim, B., Ko, S., Lee, E., & Kim, J. (2023). Development and application of artificial intelligence education programs centered on deep learning principles. Journal of the Korean Association of Information Education, 27(3), 225-234. http://dx.doi.org/10.14352/jkaie.2023.27.3.225
  • Moustakas, L. (2025). Game changer: Harnessing artificial intelligence in sport for development. Social Sciences, 14(3), 174. https://doi.org/10.3390/socsci14030174
  • Munoz-Macho, A. A., Domínguez-Morales, M. J., & Sevillano-Ramos, J. L. (2024). Performance and healthcare analysis in elite sports teams using artificial intelligence: A scoping review. Frontiers in Sports and Active Living, 6, 1383723. https://doi.org/10.3389/fspor.2024.1383723
  • Musat, C. L., Mereuta, C., Nechita, A., Tutunaru, D., Voipan, A. E., Voipan, D., & Nechita, L. C. (2024). Diagnostic applications of AI in sports: A comprehensive review of injury risk prediction methods. Diagnostics, 14(22), 2516. https://doi.org/10.3390/diagnostics14222516
  • Naraine, M. L., & Wanless, L. (2020). Going all in on AI: Examining the value proposition of and integration challenges with one branch of artificial intelligence in sport management. Sports Innovation Journal, 1, 49–61. https://doi.org/10.18060/23898
  • Nová, J. (2015). Specific features of sport and their influence on entrepreneurship in sport. Studia sportiva, 9(1), 197-206. https://doi.org/10.5817/sts2015-1-25
  • Organisation for Economic Co-operation and Development. (2023). OECD digital education outlook 2023: Towards an effective digital education ecosystem. OECD Publishing. https://doi.org/10.1787/c74f03de-en
  • Passfield, L., & Hopker, J. G. (2017). A Mine of Information: Can Sports Analytics Provide Wisdom From Your Data?. International journal of sports physiology and performance, 12(7), 851–855. https://doi.org/10.1123/ijspp.2016-0644
  • Peres, R., Schreier, M., Schweidel, D., & Sorescu, A. (2023). On ChatGPT and beyond: How generative artificial intelligence may affect research, teaching, and practice. International Journal of Research in Marketing, 40(2), 269–275. https://doi.org/10.1016/j.ijresmar.2023.03.001
  • Pietraszewski, P., Terbalyan, A., Roczniok, R., Maszczyk, A., Ornowski, K., Manilewska, D., & Gołaś, A. (2025). The role of artificial intelligence in sports analytics: A systematic review and meta-analysis of performance trends. Applied Sciences, 15(13), 7254. https://doi.org/10.3390/app15137254
  • Pitts, G., Marcus, V., & Motamedi, S. (2025). Student perspectives on the benefits and risks of AI in education. arXiv. https://arxiv.org/abs/2505.02198
  • Porayska-Pomsta, K., Holmes, W., & Nemorin, S. (2023). The ethics of AI in education. In W. Holmes, K. Porayska-Pomsta, K. B. K. Oche, & S. Nemorin (Eds.), Handbook of artificial intelligence in education (pp. 571–604). Edward Elgar Publishing.
  • Qadir, J. (2023). Engineering education in the era of ChatGPT: Promise and pitfalls of generative AI for education. 2023 IEEE Global Engineering Education Conference (EDUCON), 1–9. https://doi.org/10.1109/EDUCON54358.2023.10125121
  • Rahmani, M., Majedi, N., Hemmatinejad, M., & Jamshidi, A. (2024). Application of Artificial Intelligence in the Sports Industry: A Review Article. AI and Tech in Behavioral and Social Sciences, 2(2), 20-27. https://doi.org/10.61838/kman.aitech.2.2.4
  • Ratten, V., & Jones, P. (2018). Future research directions for sport education: Toward an entrepreneurial learning approach. Education+ Training, 60(5), 490-499. https://doi.org/10.1108/ET-02-2018-0028
  • Reis, F. J., Alaiti, R. K., Vallio, C. S., & Hespanhol, L. (2024). Artificial intelligence and Machine Learning approaches in sports: Concepts, applications, challenges, and future perspectives. Brazilian journal of physical therapy, 28(3), 101083. https://doi.org/10.1016/j.bjpt.2024.101083
  • Rosalia, D. R., & Masruri, A. (2024). Peningkatan Literasi Informasi Melalui Seminar Pengenalan Artificial Intelligence dan Ragam Research Tools dalam Penulisan Karya Ilmiah di Perpustakaan STIPRAM Yogyakarta. Jurnal Adabiya, 26(1), 55. https://doi.org/10.22373/adabiya.v26i1.21328
  • Schiff, D. (2022). Education for AI, not AI for education: The role of education and ethics in national AI policy strategies. International Journal of Artificial Intelligence in Education, 32(3), 527-563. https://doi.org/10.1007/s40593-021-00270-2
  • Siminto, S., Lisnawati, S. D., & Muharam, S. (2023). Teacher professionalism development strategy through chatgpt support in the context of education management. Journal of Contemporary Administration and Management, 1(3), 150-155. https://doi.org/10.61100/adman.v1i3.65
  • Soylu, M. Y., Lee, J., Hung, J. T., Cui, C. Z., & Joyner, D. A. (2025). AI literacy as a key driver of user experience in AI-powered assessment: Insights from Socratic Mind. arXiv. https://arxiv.org/abs/2507.21654
  • Susilo, T., & Aritonang, S. (2023). Optimizing the potential of artificial intelligence in education management for era 5.0. al-fikrah: Jurnal Manajemen Pendidikan, 11(2), 219-232. https://doi.org/10.31958/jaf.v10i1.6007
  • Tabier, E., & Bakanay, Ç. D. (2023). Okul öncesi eğitimde müze eğitim ortamları ve yapay zekâ uygulamaları. Journal Of Socıal, Humanıtıes And Admınıstratıve Scıences (JOSHAS), 9(65), 3082-3088. http://dx.doi.org/10.29228/JOSHAS.70500
  • Trail, G., Kim, A., Bang, H., & Braunstein-Minkove, J. R. (2024). Ethics in quantitative sport management research: the impact of AI. International Journal of Sports Marketing and Sponsorship, 25(5), 1147-1162. https://doi.org/10.1108/IJSMS-05-2024-0111
  • Vasconcelos, M. A. R., & Santos, R. P. D. (2023). Enhancing STEM learning with ChatGPT and Bing Chat as objects to think with: A case study. SSRN. https://doi.org/10.2139/ssrn.4434060
  • Walter, Y. (2024). Embracing the future of artificial intelligence in the classroom: The relevance of AI literacy, prompt engineering, and critical thinking in modern education. International Journal of Educational Technology in Higher Education, 21(1), Article 15. https://doi.org/10.1186/s41239-024-00448-3
  • Weese, W. J., El-Khoury, M., Brown, G., & Weese, W. Z. (2022). The future is now: Preparing sport management graduates in times of disruption and change. Frontiers in Sports and Active Living, 4, Article 813504. https://doi.org/10.3389/fspor.2022.813504
  • Wei, S., Huang, P., Li, R., Liu, Z., & Zou, Y. (2021). Exploring the application of artificial intelligence in sports training: A case study approach. Complexity, 2021, Article 4658937. https://doi.org/10.1155/2021/4658937
  • Wu, C. W., Shieh, M. D., Lien, J. J. J., Yang, J. F., Chu, W. T., Huang, T. H., ... & Jheng, C. S. (2022). Enhancing fan engagement in a 5G stadium with AI-based technologies and live streaming. IEEE Systems Journal, 16(4), 6590-6601. https://doi.org/10.1109/jsyst.2022.3169553
  • Zhai, C., Wibowo, S., & Li, L. D. (2024). The effects of over-reliance on AI dialogue systems on students' cognitive abilities: a systematic review. Smart Learning Environments, 11(1), 28. https://doi.org/10.1186/s40561-024-00316-7
  • Zhang, S., Zhao, X., Zhou, T., & Kim, J. H. (2024). Do you have AI dependency? The roles of academic self-efficacy, academic stress, and performance expectations on problematic AI usage behavior. International Journal of Educational Technology in Higher Education, 21(1), 34. https://doi.org/10.1186/s41239-024-00467-0

Readiness of Prospective Sports Managers for Artificial Intelligence: A Qualitative Study into Perceptions and Educational Preparedness

Year 2025, Issue: Advanced Online Publication, 588 - 604
https://doi.org/10.56639/jsar.1760455

Abstract

The aim of this study is to examine the perceptions, attitudes, levels of competence, and professional projections regarding artificial intelligence among undergraduate students of sports management through a qualitative approach. The study was con-ducted with 12 volunteer students enrolled in the Department of Sports Management at the Faculty of Sport Sciences, Manisa Celal Bayar University. A phenomenological research design was employed, and the data were collected through semi-structured interviews. The data obtained from the interviews were analyzed using MAXQDA 2025 software through descriptive and content analysis methods. As a result of the analysis, eight main themes emerged. Although the participants perceive artificial in-telligence as a supportive tool in education, they also express concerns due to ethical issues, lack of trust, and perceived inadequacies. This study contributes to the under-standing of how artificial intelligence is perceived within the context of sports man-agement education and offers important insights into how educational programs should be structured accordingly.

References

  • Ahmad, S. F., Han, H., Alam, M. M., Rehmat, M., Irshad, M., Arraño-Muñoz, M., & Ariza-Montes, A. (2023). Impact of artificial intelligence on human loss in decision making, laziness and safety in education. Humanities and Social Sciences Communications, 10(1), 1-14. https://doi.org/10.1057/s41599-023-01787-8
  • Almaraz-López, C., Almaraz-Menéndez, F., & López-Esteban, C. (2023). Comparative study of the attitudes and perceptions of university students in business administration and management and in education toward artificial intelligence. Education Sciences, 13(6), 609. https://doi.org/10.3390/educsci13060609
  • Alshahrani, S. M. M. (2024). Skills development ın sports management and the potential for using artificial intelligence. Educational Administration: Theory and Practice, 30(6), 2225-2233. https://doi.org/10.53555/kuey.v30i6.5692
  • Anjala, S., Atchaya, M. A., Praveen, L., & Subashini, R. (2025). Review on artificial intelligence and machine learning in pharmacovigilance. OEIL Research Journal, 23(9), 228–245.
  • Bećirović, S., Polz, E., & Tinkel, I. (2025). Exploring students’ AI literacy and its effects on their AI output quality, self-efficacy, and academic performance. Smart Learning Environments, 12(1), 29. https://doi.org/10.1186/s40561-025-00384-3
  • Begum, I. U. (2024). Role of artificial intelligence in higher education: An empirical investigation. International Research Journal on Advanced Engineering and Management, 2(03), 49–53. https://doi.org/10.47392/irjaem.2024.0009
  • Bhatnagar, R., & Babbar, M. (2022). A systematic review of sports analytics. International Journal of Technology Transfer and Commercialisation, 19(4), 393–406. https://doi.org/10.1504/IJTTC.2022.127574
  • Bond, M., Khosravi, H., De Laat, M., Bergdahl, N., Negrea, V., Oxley, E., & Siemens, G. (2024). A meta systematic review of artificial intelligence in higher education: A call for increased ethics, collaboration, and rigour. International Journal of Educational Technology in Higher Education, 21(1), 4. https://doi.org/10.1186/s41239-023-00436-z
  • Bouchentouf, A. (2024). Ethical considerations in AI-driven sports practicing. Sciences of Sport Performance, 6(1), 148–166.
  • Buhaș, R., Ilieș, A., Săveanu, S., Szabo-Alexi, P., Szabo-Alexi, M., & Buhaș, S. (2023). Socio-professional implications of sports events: A perspective from dual-career students. Sustainability, 15(10), 7813. https://doi.org/10.3390/su15107813
  • Chin, J. H., Do, C., & Kim, M. (2022). How to increase sport facility users’ intention to use AI fitness services: Based on the technology adoption model. International Journal of Environmental Research and Public Health, 19(21), 14453. https://doi.org/10.3390/ijerph192114453
  • Claudino, J. G., Capanema, D. D. O., de Souza, T. V., Serrão, J. C., Machado Pereira, A. C., & Nassis, G. P. (2019). Current approaches to the use of artificial intelligence for injury risk assessment and performance prediction in team sports: A systematic review. Sports Medicine-Open, 5(1), 28. https://doi.org/10.1186/s40798-019-0202-3
  • Creswell, J. W. (2016). Nitel araştırma yöntemleri: Beş yaklaşıma göre nitel araştırma ve araştırma deseni (M. Bütün & S. B. Demir, Çev. Ed.). Siyasal Kitabevi.
  • Fergus, S., Botha, M., & Ostovar, M. (2023). Evaluating academic answers generated using ChatGPT. Journal of Chemical Education, 100(4), 1672–1675. https://doi.org/10.1021/acs.jchemed.3c00087
  • Fraenkel, J. R., & Wallen, N. E. (2012). How to design and evaluate research in education (7th ed.). McGrawHill.
  • Gao, Y. (2025). The role of artificial intelligence in enhancing sports education and public health in higher education: Innovations in teaching models, evaluation systems, and personalized training. Frontiers in Public Health, 13, 1554911. https://doi.org/10.3389/fpubh.2025.1554911
  • Ghezelseflou, H., & Choori, A. (2024). Athlete perspectives on AI-driven coaching technologies: a qualitative inquiry. AI and Tech in Behavioral and Social Sciences, 1(1), 4-11. https://doi.org/10.61838/kman.aitech.1.1.2
  • Gillani, N., Eynon, R., Chiabaut, C., & Finkel, K. (2023). Unpacking the “Black Box” of AI in education. Educational Technology & Society, 26(1), 99-111. https://doi.org/10.30191/ETS.202301_26(1).0008
  • Glebova, E., Desbordes, M., & Geczi, G. (2022). Mass diffusion of modern digital technologies as the main driver of change in sports-spectating audiences. Frontiers in Psychology, 13, 805043. https://doi.org/10.3389/fpsyg.2022.805043
  • Glebova, E., Madsen, D. Ø., Mihaľová, P., Géczi, G., Mittelman, A., & Jorgič, B. (2024). Artificial intelligence development and dissemination impact on the sports industry labor market. Frontiers in Sports and Active Living, 6, 1363892. https://doi.org/10.3389/fspor.2024.1363892
  • Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Center for Curriculum Redesign.
  • Holmes, W., Porayska-Pomsta, K., Holstein, K., Sutherland, E., Baker, T., Shum, S. B., ... & Koedinger, K. R. (2022). Ethics of AI in education: Towards a community-wide framework. International Journal of Artificial Intelligence in Education, 32(3), 504-526. https://doi.org/10.1007/s40593-021-00239-1
  • Hwang, G.-J., & Chang, C.-Y. (2023). A review of opportunities and challenges of chatbots in education. Interactive Learning Environments, 31(7), 4099–4112. https://doi.org/10.1080/10494820.2021.1952615
  • Jiang, W., Nazarudin, M. N. B., & Mazalan, N. S. (2024). Enhancing safety and quality in college sports management through big data and artificial intelligence (AI). Journal of Information Systems Engineering and Management, 9, 24782. https://doi.org/10.55267/iadt.07.14849
  • Karimi, J., Pashaie, S., & Golmohammadi, H. (2024). Artificial Intelligence (AI) and the Future of Sports Marketing: Exploring New Challenges and Opportunities. Journal of Advanced Sport Technology, 8(4), 65-79. https://doi.org/10.22098/jast.2025.15830.1374
  • Karran, A. J., Charland, P., Trempe-Martineau, J., Ortiz de Guinea Lopez de Arana, A., Lesage, A. M., Senecal, S., & Léger, P. M. (2025). Multi-stakeholder perspective on responsible artificial intelligence and acceptability in education. npj Science of Learning, 10(1), 44. https://doi.org/10.1038/s41539-025-00333-2
  • Kavut, S. (2024). Toplumların dijital dönüşüm aracı olarak yapay zekâ çalışmaları: Türkiye’nin ve Türk devletleri teşkilatının yapay zekâ kullanımı üzerine bir analiz. Erciyes İletişim Dergisi, 11(1), 325–344. https://doi.org/10.17680/erciyesiletisim.1346576
  • Keiper, M. C., Fried, G., Lupinek, J., & Nordstrom, H. (2023). Artificial intelligence in sport management education: Playing the AI game with ChatGPT. Journal of Hospitality, Leisure, Sport & Tourism Education, 33, 100456. https://doi.org/10.1016/j.jhlste.2023.100456
  • Kim, B. J., Jeong, S., Cho, B. K., & Chung, J. B. (2025). AI Governance in the Context of the EU AI Act: A Bibliometric and Literature Review Approach. IEEE Access, 1-19. https://doi.org/10.48550/arXiv.2502.03468
  • Krämer, D., Bosold, A., Minarik, M., Schyvinck, C., & Hajek, A. (2025). Artificial intelligence in sports: Insights from a quantitative survey among sports students in Germany about their perceptions, expectations, and concerns regarding the use of AI tools. University of Münster. https://doi.org/10.17879/56998624320
  • Krause, S., Dalvi, A., & Zaidi, S. K. (2025). Generative AI in education: Student skills and lecturer roles. arXiv. https://arxiv.org/abs/2504.19673
  • Leedy, P. D., & Ormrod, J. E. (2015). Practical research: Planning and design (11th ed.). Pearson.
  • Lin, H., & Chen, Q. (2024). Artificial intelligence (AI)-integrated educational applications and college students’ creativity and academic emotions: students and teachers’ perceptions and attitudes. BMC psychology, 12(1), 487. https://doi.org/10.1186/s40359-024-01979-0
  • Mamo, Y., Su, Y., & Andrew, D. P. (2022). The transformative impact of big data applications in sport marketing: Current and future directions. International Journal of Sports Marketing and Sponsorship, 23(3), 594–611. https://doi.org/10.1108/IJSMS-03-2021-0073
  • Merino-Campos, C. (2025). The impact of artificial intelligence on personalized learning in higher education: A systematic review. Trends in Higher Education, 4(2), 17. https://doi.org/10.3390/higheredu4020017
  • Miao, F., & Holmes, W. (2023). Guidance for generative AI in education and research. United Nations Educational, Scientific and Cultural Organization. https://doi.org/10.54675/EWZM9535
  • Mills, K., Ruiz, P., Lee, K. W., Coenraad, M., Fusco, J., Roschelle, J., & Weisgrau, J. (2024). AI literacy: A framework to understand, evaluate, and use emerging technology. Digital Promise. https://doi.org/10.51388/20.500.12265/218
  • Moon, W., Kim, B., Ko, S., Lee, E., & Kim, J. (2023). Development and application of artificial intelligence education programs centered on deep learning principles. Journal of the Korean Association of Information Education, 27(3), 225-234. http://dx.doi.org/10.14352/jkaie.2023.27.3.225
  • Moustakas, L. (2025). Game changer: Harnessing artificial intelligence in sport for development. Social Sciences, 14(3), 174. https://doi.org/10.3390/socsci14030174
  • Munoz-Macho, A. A., Domínguez-Morales, M. J., & Sevillano-Ramos, J. L. (2024). Performance and healthcare analysis in elite sports teams using artificial intelligence: A scoping review. Frontiers in Sports and Active Living, 6, 1383723. https://doi.org/10.3389/fspor.2024.1383723
  • Musat, C. L., Mereuta, C., Nechita, A., Tutunaru, D., Voipan, A. E., Voipan, D., & Nechita, L. C. (2024). Diagnostic applications of AI in sports: A comprehensive review of injury risk prediction methods. Diagnostics, 14(22), 2516. https://doi.org/10.3390/diagnostics14222516
  • Naraine, M. L., & Wanless, L. (2020). Going all in on AI: Examining the value proposition of and integration challenges with one branch of artificial intelligence in sport management. Sports Innovation Journal, 1, 49–61. https://doi.org/10.18060/23898
  • Nová, J. (2015). Specific features of sport and their influence on entrepreneurship in sport. Studia sportiva, 9(1), 197-206. https://doi.org/10.5817/sts2015-1-25
  • Organisation for Economic Co-operation and Development. (2023). OECD digital education outlook 2023: Towards an effective digital education ecosystem. OECD Publishing. https://doi.org/10.1787/c74f03de-en
  • Passfield, L., & Hopker, J. G. (2017). A Mine of Information: Can Sports Analytics Provide Wisdom From Your Data?. International journal of sports physiology and performance, 12(7), 851–855. https://doi.org/10.1123/ijspp.2016-0644
  • Peres, R., Schreier, M., Schweidel, D., & Sorescu, A. (2023). On ChatGPT and beyond: How generative artificial intelligence may affect research, teaching, and practice. International Journal of Research in Marketing, 40(2), 269–275. https://doi.org/10.1016/j.ijresmar.2023.03.001
  • Pietraszewski, P., Terbalyan, A., Roczniok, R., Maszczyk, A., Ornowski, K., Manilewska, D., & Gołaś, A. (2025). The role of artificial intelligence in sports analytics: A systematic review and meta-analysis of performance trends. Applied Sciences, 15(13), 7254. https://doi.org/10.3390/app15137254
  • Pitts, G., Marcus, V., & Motamedi, S. (2025). Student perspectives on the benefits and risks of AI in education. arXiv. https://arxiv.org/abs/2505.02198
  • Porayska-Pomsta, K., Holmes, W., & Nemorin, S. (2023). The ethics of AI in education. In W. Holmes, K. Porayska-Pomsta, K. B. K. Oche, & S. Nemorin (Eds.), Handbook of artificial intelligence in education (pp. 571–604). Edward Elgar Publishing.
  • Qadir, J. (2023). Engineering education in the era of ChatGPT: Promise and pitfalls of generative AI for education. 2023 IEEE Global Engineering Education Conference (EDUCON), 1–9. https://doi.org/10.1109/EDUCON54358.2023.10125121
  • Rahmani, M., Majedi, N., Hemmatinejad, M., & Jamshidi, A. (2024). Application of Artificial Intelligence in the Sports Industry: A Review Article. AI and Tech in Behavioral and Social Sciences, 2(2), 20-27. https://doi.org/10.61838/kman.aitech.2.2.4
  • Ratten, V., & Jones, P. (2018). Future research directions for sport education: Toward an entrepreneurial learning approach. Education+ Training, 60(5), 490-499. https://doi.org/10.1108/ET-02-2018-0028
  • Reis, F. J., Alaiti, R. K., Vallio, C. S., & Hespanhol, L. (2024). Artificial intelligence and Machine Learning approaches in sports: Concepts, applications, challenges, and future perspectives. Brazilian journal of physical therapy, 28(3), 101083. https://doi.org/10.1016/j.bjpt.2024.101083
  • Rosalia, D. R., & Masruri, A. (2024). Peningkatan Literasi Informasi Melalui Seminar Pengenalan Artificial Intelligence dan Ragam Research Tools dalam Penulisan Karya Ilmiah di Perpustakaan STIPRAM Yogyakarta. Jurnal Adabiya, 26(1), 55. https://doi.org/10.22373/adabiya.v26i1.21328
  • Schiff, D. (2022). Education for AI, not AI for education: The role of education and ethics in national AI policy strategies. International Journal of Artificial Intelligence in Education, 32(3), 527-563. https://doi.org/10.1007/s40593-021-00270-2
  • Siminto, S., Lisnawati, S. D., & Muharam, S. (2023). Teacher professionalism development strategy through chatgpt support in the context of education management. Journal of Contemporary Administration and Management, 1(3), 150-155. https://doi.org/10.61100/adman.v1i3.65
  • Soylu, M. Y., Lee, J., Hung, J. T., Cui, C. Z., & Joyner, D. A. (2025). AI literacy as a key driver of user experience in AI-powered assessment: Insights from Socratic Mind. arXiv. https://arxiv.org/abs/2507.21654
  • Susilo, T., & Aritonang, S. (2023). Optimizing the potential of artificial intelligence in education management for era 5.0. al-fikrah: Jurnal Manajemen Pendidikan, 11(2), 219-232. https://doi.org/10.31958/jaf.v10i1.6007
  • Tabier, E., & Bakanay, Ç. D. (2023). Okul öncesi eğitimde müze eğitim ortamları ve yapay zekâ uygulamaları. Journal Of Socıal, Humanıtıes And Admınıstratıve Scıences (JOSHAS), 9(65), 3082-3088. http://dx.doi.org/10.29228/JOSHAS.70500
  • Trail, G., Kim, A., Bang, H., & Braunstein-Minkove, J. R. (2024). Ethics in quantitative sport management research: the impact of AI. International Journal of Sports Marketing and Sponsorship, 25(5), 1147-1162. https://doi.org/10.1108/IJSMS-05-2024-0111
  • Vasconcelos, M. A. R., & Santos, R. P. D. (2023). Enhancing STEM learning with ChatGPT and Bing Chat as objects to think with: A case study. SSRN. https://doi.org/10.2139/ssrn.4434060
  • Walter, Y. (2024). Embracing the future of artificial intelligence in the classroom: The relevance of AI literacy, prompt engineering, and critical thinking in modern education. International Journal of Educational Technology in Higher Education, 21(1), Article 15. https://doi.org/10.1186/s41239-024-00448-3
  • Weese, W. J., El-Khoury, M., Brown, G., & Weese, W. Z. (2022). The future is now: Preparing sport management graduates in times of disruption and change. Frontiers in Sports and Active Living, 4, Article 813504. https://doi.org/10.3389/fspor.2022.813504
  • Wei, S., Huang, P., Li, R., Liu, Z., & Zou, Y. (2021). Exploring the application of artificial intelligence in sports training: A case study approach. Complexity, 2021, Article 4658937. https://doi.org/10.1155/2021/4658937
  • Wu, C. W., Shieh, M. D., Lien, J. J. J., Yang, J. F., Chu, W. T., Huang, T. H., ... & Jheng, C. S. (2022). Enhancing fan engagement in a 5G stadium with AI-based technologies and live streaming. IEEE Systems Journal, 16(4), 6590-6601. https://doi.org/10.1109/jsyst.2022.3169553
  • Zhai, C., Wibowo, S., & Li, L. D. (2024). The effects of over-reliance on AI dialogue systems on students' cognitive abilities: a systematic review. Smart Learning Environments, 11(1), 28. https://doi.org/10.1186/s40561-024-00316-7
  • Zhang, S., Zhao, X., Zhou, T., & Kim, J. H. (2024). Do you have AI dependency? The roles of academic self-efficacy, academic stress, and performance expectations on problematic AI usage behavior. International Journal of Educational Technology in Higher Education, 21(1), 34. https://doi.org/10.1186/s41239-024-00467-0
There are 67 citations in total.

Details

Primary Language English
Subjects Sports Activity Management
Journal Section Research Article
Authors

Semra Nur Destici 0009-0009-2873-2768

Şahan Balaban 0000-0002-5992-1774

Kadir Yıldız 0000-0003-3347-0319

Submission Date August 7, 2025
Acceptance Date November 6, 2025
Early Pub Date December 15, 2025
Published in Issue Year 2025 Issue: Advanced Online Publication

Cite

APA Destici, S. N., Balaban, Ş., & Yıldız, K. (2025). Readiness of Prospective Sports Managers for Artificial Intelligence: A Qualitative Study into Perceptions and Educational Preparedness. Journal of Sport for All and Recreation(Advanced Online Publication), 588-604. https://doi.org/10.56639/jsar.1760455

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