Place of Early Development and Elite Swimming Performance in Indonesia: Evidence from the National Championship
Abstract
Place of Early Development (PED) has emerged as an important factor influencing athlete development and competitive success across various sports. In Indonesia, substantial disparities in sports infrastructure and development resources between regions may contribute to unequal opportunities for talent development, particularly in elite swimming. This study aimed to examine the role of PED in shaping elite swimming performance using evidence from the 2026 Indonesian Aquatic National Championship. A retrospective observational design was employed using championship performance records from youth and senior swimmers. Athletes’ developmental environments were classified according to their province of origin and regional Sports Development Index (SDI), while performance was standardized using World Aquatics points to enable comparisons across events and categories. The findings revealed a concentration of medal achievements and top performances among swimmers originating from provinces characterized by higher levels of sports development. Provinces located on Java Island accounted for the majority of championship success, reflecting the unequal distribution of facilities, coaching resources, and competitive opportunities. Nevertheless, several high-performing athletes emerged from lower-SDI regions, indicating that elite performance can also develop outside traditional sport development centers. These findings highlight the importance of developmental environments in shaping athlete progression and competitive outcomes. The study suggests that strengthening regional sport development systems and expanding access to high-quality training environments may contribute to a more equitable and sustainable pathway for elite swimming development in Indonesia.
Keywords
Full Text:
PDFReferences
Aubert, S., Barnes, J. D., Demchenko, I., Hawthorne, M., Abdeta, C., Nader, P. A., Carmelo, J., Sala, A., Aguilar-farias, N., Aznar, S., Bakalár, P., Bhawra, J., Brazo-sayavera, J., Bringas, M., Cagas, J. Y., Carlin, A., Chang, C., Chen, B., Christiansen, L. B., … Tremblay, M. S. (2022). Global Matrix 4 . 0 Physical Activity Report Card Grades for Children and Adolescents : Results and Analyses From 57 Countries. 700–728.
Brown, K. A., Patel, D. R., & Darmawan, D. (2017). Participation in sports in relation to adolescent growth and development. 6(cm), 150–159. https://doi.org/10.21037/tp.2017.04.03
Cobley, A. S., Abbott, S., Dogramaci, S., Kable, A., Salter, J., & Hintermann, M. (2017). SC. Journal of Science and Medicine in Sport. https://doi.org/10.1016/j.jsams.2017.12.008
Costa, M. J., Santos, C. C., Costa, A. M., Silva, A. J., & Barbosa, T. M. (2021). The Coaches ’ Perceptions and Experience Implementing a Long- Term Athletic Development Model in Competitive Swimming. 12(May), 1–6. https://doi.org/10.3389/fpsyg.2021.685584
Foley, R. (2017). Emotion , Space and Society Swimming as an accretive practice in healthy blue space. Emotion, Space and Society, 22, 43–51. https://doi.org/10.1016/j.emospa.2016.12.001
Giulianotti, R., Coalter, F., Collison, H., & Darnell, S. C. (2019). Rethinking Sportland : A New Research Agenda for the Sport for Development and Peace Sector. https://doi.org/10.1177/0193723519867590
Hancock, D. J., Vierimaa, M., & Newman, A. (n.d.). The geography of talent development.
Henriksen, K., Storm, L. K., Kuettel, A., & Linnér, L. (2020). A holistic ecological approach to sport and study: The case of an athlete friendly university in Denmark. Psychology of Sport & Exercise, 101637. https://doi.org/10.1016/j.psychsport.2019.101637
Id, D. B., Lomax, I., & Romann, M. (2020). Variation in competition performance , number of races , and age : Long-term athlete development in elite female swimmers. 1–14. https://doi.org/10.1371/journal.pone.0242442
Issurin, V. B. (2017). Evidence-Based Prerequisites and Precursors of Athletic Talent : A Review. Sports Medicine. https://doi.org/10.1007/s40279-017-0740-0
Kong, H. (2009). Place but not Date of Birth Influences the Development. May 2007, 80–90. https://doi.org/10.1080/10413200802541868
Lorenzo-calvo, J., Rubia, A. De, & Mon-l, D. (2021). Prevalence and Impact of the Relative Age Effect on Competition Performance in Swimming : A Systematic Review.
Morganti, G., Kelly, A. L., Vitarelli, M., Strassoldo, F., Ruscello, B., Campoli, F., & Padua, E. (2024). Relative Age Effects and Place of Early Development Constrain Male Youth Italian Swimmers ’ Developmental Experiences. 1–13.
Müller-frączek, I. (2021). Original Article Sports infrastructure vs . sport development in Poland. 21(2), 1014–1020. https://doi.org/10.7752/jpes.2021.s2126
Staub, I., Cramer, L., Bieder, A., & Vogt, T. (2024). Biological maturity and relative age effects in German age-group swimming. 442–449. https://doi.org/10.1007/s12662-024-00965-3
Tubi, O. (2026). Colonization Fever : Malaria and the Israeli – Palestinian Conflict , 1882 to 1914. https://doi.org/10.1177/00031224261439738
Varghese, M., Ruparell, S., Labella, C., Scholar, G., & Services, H. (2022). Youth Athlete Development Models : 02115. https://doi.org/10.1177/19417381211055396
Wendling, E., & Sagas, M. (2020). An Application of the Social Cognitive Career Theory Model of Career Self-Management to College Athletes ’ Career Planning for Life After Sport. 11(January). https://doi.org/10.3389/fpsyg.2020.00009
Zhao, J., Peng, X., & Xiang, C. (2026). Environmental factors influencing the development of elite athletes : a systematic review. May. https://doi.org/10.3389/fpsyg.2026.1849040
DOI: https://doi.org/10.17509/jko-upi.v18i1.100952
Refbacks
- There are currently no refbacks.
Copyright (c) 2026 Universitas Pendidikan Indonesia

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.


















































