Contextual Factors for Scaling Motion-Capture Tools in Community Clubs with Limited Resources
Keywords:
motion-capture tools, community sports clubs, digital innovation, organizational capacity, resource constraints, TaiwanAbstract
This study aimed to explore the structural, organizational, and cultural factors influencing the adoption and scaling of motion-capture tools in community sports clubs with limited resources in Taiwan. A qualitative research design was employed, using semi-structured interviews as the sole method of data collection. Twenty-seven participants were recruited through purposive sampling, representing coaches, managers, and members from community clubs. Data collection continued until theoretical saturation was reached. Interviews were audio-recorded, transcribed verbatim, and analyzed thematically using NVivo 14 software. Rigorous coding and constant comparison ensured the credibility of findings. Three main themes emerged from the analysis. The first theme, structural and resource constraints, encompassed financial limitations, inadequate infrastructure, human resource shortages, time pressures, and unequal access across clubs. The second theme, organizational and cultural dynamics, included leadership vision, club culture, collaboration practices, stakeholder support, policy and regulation, and motivational drivers for adoption. The third theme, perceived value and practical outcomes, covered training enhancement, accessibility and usability issues, cost–benefit considerations, athlete experiences, and sustainability concerns. Across themes, participants recognized the potential of motion-capture tools to improve training quality and club reputation but emphasized challenges related to costs, expertise, and long-term viability. Scaling motion-capture technologies in community sports clubs requires addressing both structural barriers and cultural resistance. While the perceived benefits are evident, adoption is constrained by limited financial and human resources, infrastructural gaps, and unequal access. Leadership commitment, stakeholder engagement, and collaborative networks are essential for overcoming these challenges. Practical implications include simplifying technology, enhancing training support, and embedding adoption strategies within broader organizational and community objectives to ensure sustainability.
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1. Doherty A, Cuskelly G. Organizational Capacity and Performance of Community Sport Clubs. Journal of Sport Management. 2020;34(3):240-59. doi: 10.1123/jsm.2019-0098.
2. Buser M, Zwahlen JA, Schlesinger T, Nagel S. Social Integration of People With a Migration Background in Swiss Sport Clubs: A Cross-Level Analysis. International Review for the Sociology of Sport. 2021;57(4):597-617. doi: 10.1177/10126902211022921.
3. Mickelsson TB. Sports Clubs’ Role in Community Capacity development—illustrations From the Swedish Sports Movement. Community Development Journal. 2024;60(1):218-35. doi: 10.1093/cdj/bsad039.
4. Ehnold P, Faß E, Steinbach D, Schlesinger T. Digitalization in Organized Sport – Usage of Digital Instruments in Voluntary Sports Clubs Depending on Club's Goals and Organizational Capacity. Sport Business and Management an International Journal. 2020;11(1):28-53. doi: 10.1108/sbm-10-2019-0081.
5. Stegmann P, Lang G. Digital Transformation in Voluntary Sports Organizations: A Scoping Review on Multi-Level Drivers, Promoting Factors, Forms and Consequences. Current Issues in Sport Science (Ciss). 2025;10(2):053. doi: 10.36950/2025.2ciss053.
6. Fenton A, Parry KD, Chadwick S, Guimarães G, Aeron V. Digital Innovation in Sport – Barriers and Opportunities for Branded Fitness Apps for Fans. 2021:25-42. doi: 10.1007/978-981-16-4795-6_3.
7. Carrad A, Parrish AM, Yeatman H. Building Public Health Capacity Through Organizational Change in the Sport System: A Multiple-Case Study Within Australian Gymnastics. International Journal of Environmental Research and Public Health. 2021;18(13):6726. doi: 10.3390/ijerph18136726.
8. Lang G, Piller S, Schmid J, Lamprecht M, Nagel S. Professionalization and Organizational Problems of Sports Clubs: Is There a Relationship? Current Issues in Sport Science (Ciss). 2022;7:004. doi: 10.36950/2022ciss004.
9. Clerck TD, Haerens L, Dyck DV, Devos G, Willem A. Professionalizing All-Volunteer Nonprofit Organizations: An intervention Study Based on the Competing Values Framework and Self-Determination Theory. Journal of Organizational Change Management. 2023;37(1):39-57. doi: 10.1108/jocm-01-2023-0028.
10. Elmose-Østerlund K, Cuskelly G, Høyer-Kruse J, Voldby CR. Building and Sustaining Organizational Capacity in Voluntary Sports Clubs: Findings From a Longitudinal Study. Journal of Sport Management. 2021;35(5):440-51. doi: 10.1123/jsm.2020-0229.
11. Feiler S, Breuer C. Perceived Threats Through COVID-19 and the Role of Organizational Capacity: Findings From Non-Profit Sports Clubs. Sustainability. 2021;13(12):6937. doi: 10.3390/su13126937.
12. Post C. Annäherung an Erfolgsprädiktoren Von Sportvereinen Unter Verwendung Des Organizational Capacity Framework. German Journal of Exercise and Sport Research. 2022;53(3):315-24. doi: 10.1007/s12662-022-00865-4.
13. Veress R. S04-2 More Than a Club' - Experiences Gained by Piloting the Sport Clubs for Health Approach in Hungary. European Journal of Public Health. 2022;32(Supplement_2). doi: 10.1093/eurpub/ckac093.018.
14. Poshtiban K, Esfaninia A, Nodehi M, Ahmadi M, Shirazi R. Examining the Impact of Supply Chain Quality Management on the Performance of Premier League Volleyball Clubs With the Mediating Role of Organizational Structure. Dmbaj. 2024;3(3):110-23. doi: 10.61838/dmbaj.3.3.7.
15. Clerck TD, Doren NV, Bock TD. The Role of Leadership in Group Cohesion: Insights From Sport Club Volunteering. Organization Management Journal. 2024;22(2):99-110. doi: 10.1108/omj-01-2024-2061.
16. Pizzo AD, Baker BJ, Jones GJ, Funk DC. Sport Experience Design: Wearable Fitness Technology in the Health and Fitness Industry. Journal of Sport Management. 2021;35(2):130-43. doi: 10.1123/jsm.2020-0150.
17. Burgess S, Parker CM, Bingley S. Mapping the Online Presence of Small Local Sporting Clubs. Journal of the Association for Information Science and Technology. 2020;72(4):433-48. doi: 10.1002/asi.24423.
18. Doherty A, Hoeber L, Hoeber O, Morrison KA, Wolfe R. The Radicalness of Innovation in Nonprofit Community Sport Organizations. Administrative Sciences. 2025;15(2):37. doi: 10.3390/admsci15020037.
19. Miragaia DAM, Ferreira JJ, Fernandes D. The Resource-Based View and the Implications of Organisational Orientation in Professional Football Clubs: An Exploratory Study. ebmjss. 2023;19(3):243-62. doi: 10.17398/1885-7019.19.243.
20. Varriale L, Briganti P, Volpe T, Ferrara M. The Role and Function of Digital Technologies in the Sustainability Perspective: Evidence From the Football Organizations in the Italian Context. Itm Web of Conferences. 2023;51:06003. doi: 10.1051/itmconf/20235106003.
21. Alsabati M, Yaqub AH. Public Relations Utilization of AI Algorithms to Analyze Fan Sentiments Toward Saudi Clubs on Social Media. Ijesa. 2025;4(5):496-556. doi: 10.59992/ijesa.2025.v4n5p16.
22. Clerck TD, Bock TD, Doren NV. Volunteering in Community‐based Sports Clubs: A Refined Insight Into the Role of Commitment. Journal of Community & Applied Social Psychology. 2024;34(4). doi: 10.1002/casp.2855.
23. Ivašković I. Who Are the Decision-Makers in Non-Profit Sport Clubs From Transition Countries? International Journal of Contemporary Business and Entrepreneurship. 2021;2(2):17-32. doi: 10.47954/ijcbe.2.2.2.
24. Hogan C. Discovering the Perceived Social Benefits of Young Peoples’ Involvement in Juvenile Sports Clubs Including Sports Clubs’ Friends and Club Involvement as Perceived by Youth Members. 2023. doi: 10.21203/rs.3.rs-3161075/v1.
25. Korolchuk BV. Efficiency of Organizational and Methodological Approaches to Classes With Junior School Students in Swimming Sports Clubs. Scientific Journal of National Pedagogical Dragomanov University Series 15 Scientific and Pedagogical Problems of Physical Culture (Physical Culture and Sports). 2022(7(152)):70-4. doi: 10.31392/npu-nc.series15.2022.7(152).17.
26. Hoye AV, Regan C, Lane A, Vuillemin A, Woods C. Implementation of the GAA ‘Healthy Clubs Project’ in Ireland: A Qualitative Study Using the Consolidated Framework for Implementation Research. Health Promotion International. 2024;39(1). doi: 10.1093/heapro/daad191.
27. Ryabova MM. The Problems of the Formation and Development of Football in the Russian Empire in the Reflection of the Sports Press of the Early 20th Century. Post–soviet Continent. 2025(2):148-61. doi: 10.48137/23116412_2025_2_148.
28. Zippan T. B/Orders in Motion: Football Versus eFootball in Germany. Journal of Electronic Gaming and Esports. 2025;3(1). doi: 10.1123/jege.2024-0064.
29. Myung W-S. 시도민 프로축구단의 공익적 가치 유형화. Korean Journal of Sport Science. 2022:407-17. doi: 10.24985/kjss.2022.33.3.407.
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