Mapping Sport Talent Profiles Among Female Elementary School Students Based on Standardized Identification Tests
DOI:
https://doi.org/10.31851/hon.v9i1.21421Abstract
This study was motivated by the absence of scientific data concerning the sport talent profiles of female elementary school students in Clusters I, II, and III of the City of Payakumbuh. The lack of objective talent mapping has the potential to hinder the effectiveness of early-age sport development programs. Accordingly, this study aimed to describe the results of sport talent detection tests administered to children aged 7–12 years in the form of sport recommendations aligned with their physical characteristics. A descriptive research design was employed, involving 186 female students from several elementary schools grouped into three clusters. The instrument utilized was the SEKORA sport talent detection test, which comprises three principal components: anthropometry (height and body mass), motor coordination (eye–hand coordination, jumping sideways, moving sideways, balance beam/walking backward, and shuttle throw), and physical performance (10 × 5 m shuttle run, endurance shuttle run, sit-and-reach, shoulder rotation, standing broad jump, curl-up, and knee push-up). Field measurement data were entered into the web-based SEKORA system and automatically processed using machine learning algorithms to generate individualized sport recommendations. Data were analyzed descriptively using percentage distributions. The findings revealed that across the seven categories of sport recommendations, all were predominantly sports that emphasize flexibility as a primary physical component. The respective dominance percentages from the first to the seventh recommendation were (1) 50%; (2) 62.90%; (3) 48.39%; (4) 53.23%; (5) 55.38%; (6) 54.84%; and (7) 54.30%. These results indicate that flexibility constitutes a prominent biomotor component among female students aged 7–12 years in the study area. In conclusion, the Sport Search (SEKORA)-based talent identification system is effective in objectively mapping sport talent tendencies and can serve as a foundational framework for planning early-age sport development programs aligned with children’s developmental characteristics and the principles of long-term athlete development.
References
Abbott, A., Button, C., Pepping, G.-J., & Collins, D. (2005). Unnatural Selection: Talent Identification and Development in Sport. In Nonlinear Dynamics, Psychology, and Life Sciences (Vol. 9, Number 1).
Bakhtiar, S., Syahputra, R., Putri, L. P., Mardiansyah, A., Atradinal, Hendrayana, A. A., Afrian, H., Mardela, R., & Pion, J. (2023). Sports talent profile of 7-12 years old: Preliminary study of talent identification in Indonesia. Journal of Physical Education and Sport, 23(12), 3167–3177. https://doi.org/10.7752/jpes.2023.12361
Balyi, I., Way, R., & Higgs, C. (2013). Long-Term Athlete Development. In A Guide to Development (Vol. 9, Number 6). Human Kinetics. https://doi.org/10.1249/jsr.0b013e3181fe3c44
Bonney, N., Larkin, P., & Ball, K. (2020). Future Directions and Considerations for Talent Identification in Australian Football. In Frontiers in Sports and Active Living (Vol. 2). Frontiers Media S.A. https://doi.org/10.3389/fspor.2020.612067
Calcaterra, V., Marin, L., Vandoni, M., Rossi, V., Pirazzi, A., Grazi, R., Patané, P., Silvestro, G. S., Carnevale Pellino, V., Albanese, I., Fabiano, V., Febbi, M., Silvestri, D., & Zuccotti, G. (2022). Childhood Obesity and Incorrect Body Posture: Impact on Physical Activity and the Therapeutic Role of Exercise. In International Journal of Environmental Research and Public Health (Vol. 19, Number 24). MDPI. https://doi.org/10.3390/ijerph192416728
Côté, J., Allan, V., Turnnidge, J., & Erickson, K. (2020). Early Sport Specialization and Sampling - Chapter 27. https://www.pismin.com/10.1002/9781119568124.ch27
Crane, J., & Temple, V. (2015). A systematic review of dropout from organized sport among children and youth. European Physical Education Review, 21(1), 114–131. https://doi.org/10.1177/1356336X14555294
D’Anna, C., Carlevaro, F., Magno, F., Vagnetti, R., Limone, P., & Magistro, D. (2024). Gross Motor Skills Are Associated with Symptoms of Attention Deficit Hyperactivity Disorder in School-Aged Children. Children, 11(7). https://doi.org/10.3390/children11070757
Donti, O., Konrad, A., Panidi, I., Dinas, P. C., & Bogdanis, G. C. (2022). Is There a “Window of Opportunity” for Flexibility Development in Youth? A Systematic Review with Meta-analysis. In Sports Medicine - Open (Vol. 8, Number 1). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1186/s40798-022-00476-1
Eime, R. M., Young, J. A., Harvey, J. T., Charity, M. J., & Payne, W. R. (2013). A systematic review of the psychological and social benefits of participation in sport for children and adolescents: Informing development of a conceptual model of health through sport. In International Journal of Behavioral Nutrition and Physical Activity (Vol. 10). https://doi.org/10.1186/1479-5868-10-98
Faber, I. R., Elferink-Gemser, M. T., Faber, N. R., Oosterveld, F. G. J., & Nijhuis-Van Der Sanden, M. W. G. (2016). Can perceptuo-motor skills assessment outcomes in young table tennis players (7-11 years) predict future competition participation and performance? An observational prospective study. PLoS ONE, 11(2). https://doi.org/10.1371/journal.pone.0149037
Faienza, M. F., Urbano, F., Chiarito, M., Lassandro, G., & Giordano, P. (2023). Musculoskeletal health in children and adolescents. In Frontiers in Pediatrics (Vol. 11). Frontiers Media SA. https://doi.org/10.3389/fped.2023.1226524
Freitas, D. L., Lausen, B., Maia, J. A., Lefevre, J., Gouveia, É. R., Thomis, M., Antunes, A. M., Claessens, A. L., Beunen, G., & Malina, R. M. (2015). Skeletal maturation, fundamental motor skills and motor coordination in children 7–10 years. Journal of Sports Sciences, 33(9), 924–934. https://doi.org/10.1080/02640414.2014.977935
Goodway, J. D., & Robinson, L. E. (2015). Developmental Trajectories in Early Sport Specialization: A Case for Early Sampling from a Physical Growth and Motor Development Perspective. Kinesiology Review, 4(3), 267–278. https://doi.org/10.1123/kr.2015-0028
Hou, B., Zhao, J., Ji, Z., Jiang, G., & Song, Z. (2025). Study on the motor development and biomechanical characteristics of children aged 3–5 years. Frontiers in Public Health, 13. https://doi.org/10.3389/fpubh.2025.1525824
Jung, J. Y. (2022). Physical giftedness/talent: A systematic review of the literature on identification and development. Frontiers Psychology, 01–19.
Layton, M., Taylor, J., & Collins, D. (2023). The measurement, tracking and development practices of English professional football academies. In Journal of Sports Sciences (Vol. 41, Number 18, pp. 1655–1666). Routledge. https://doi.org/10.1080/02640414.2023.2289758
Liang, Y., Yang, Y., Yuan, Y., Chen, L., Wang, T., Luo, B., Wang, J., & Zhuang, J. (2025). Effects of physical activity interventions on physical fitness in preschool children: a meta-analysis of randomized controlled trials and dose–response study. In BMC Public Health (Vol. 25, Number 1). BioMed Central Ltd. https://doi.org/10.1186/s12889-025-24156-3
Mardiansyah, A., Bakhtiar, S., Syafruddin, S., Syahputra, R., Putri, L. P., Atradinal, A., Mardela, R., Afrian, H., & Pion, J. (2024). Motor coordination in relation to weight status and age in primary school children in Indonesia. Retos, 57, 72–79.
McEwan, G. P., Unnithan, V. B., Carter, M., Dugdale, J. H., & Datson, N. (2024). Talent identification and development strategies in elite women’s soccer: a pan-European perspective. Science and Medicine in Football. https://doi.org/10.1080/24733938.2024.2404920
Mukherjee, S., Ting Jamie, L. C., & Fong, L. H. (2017). Fundamental Motor Skill Proficiency of 6- to 9-Year-Old Singaporean Children. Perceptual and Motor Skills, 124(3), 584–600. https://doi.org/10.1177/0031512517703005
Nadia, N., Bakhtiar, S., Syahputra, R., Oktarifaldi, O., & Putri, L. P. (2023). A Study of Sports Talent (Characteristics of Elite and Non-Elite Junior Tennis Athletes in Jambi City Based on Gender). Halaman Olahraga Nusantara (Jurnal Ilmu Keolahragaan), 6(2), 581–592. https://doi.org/10.31851/hon.v6i2.10962
Newell, K. M. (2020). What are Fundamental Motor Skills and What is Fundamental About Them? Journal of Motor Learning and Development, 8, 280–314. https://doi.org/10.1123/jmld.2020-0013
Opstoel, K., Pion, J., Elferink-Gemser, M., Hartman, E., Willemse, B., Philippaerts, R., Visscher, C., & Lenoir, M. (2015). Anthropometric characteristics, physical fitness and motor coordination of 9 to 11 year old children participating in a wide range of sports. PLoS ONE, 10(5), 1–16. https://doi.org/10.1371/journal.pone.0126282
Payne, V. G., & Isaacs, L. D. (2024). Human motor development: A lifespan approach (11th Edition). Taylor & Francis Group.
Pichardo, A. W., Oliver, J. L., Harrison, C. B., Maulder, P. S., & Lloyd, R. S. (2018). Integrating models of long-term athletic development to maximize the physical development of youth. In International Journal of Sports Science and Coaching (Vol. 13, Number 6, pp. 1189–1199). SAGE Publications Inc. https://doi.org/10.1177/1747954118785503
Pion, J. (2015). The Flemish Sports Compass From sports orientation to elite performance prediction. In The Flemish Sports Compass From sports orientation to elite performance prediction.
Pion, J. (2017). Sustainable Investment in Sports Talent: the Path to the podium through the school and the sports club (Number April).
Platvoet, S., Faber, I. R., de Niet, M., Kannekens, R., Pion, J., Elferink-Gemser, M. T., & Visscher, C. (2018). Development of a Tool to Assess Fundamental Movement Skills in Applied Settings. Frontiers in Education, 3. https://doi.org/10.3389/feduc.2018.00075
Putri, L. P., Syahputra, R., Afrian, H., Naldi, J., & Bakhtiar, S. (2026). Assessing Fundamental Motor Skills And Sex Across Different Age Groups of Elementary School-Aged Children. Halaman Olahraga Nusantara, 9(1), 27–38. https://doi.org/10.31851/hon.v9i1.20115
Ren, F., Zhao, X., & Qu, S. (2026). Is Higher Frequency Always Better? The Dose-Response Relationship Between Structured Physical Activity Frequency and Physical Fitness Improvement in Preschool Children. Journal of Sports Science and Medicine, 25(1), 291–302. https://doi.org/10.52082/jssm.2026.291
Robertson, K., Pion, J., Mostaert, M., Norjali Wazir, M. R. W., Kramer, T., Faber, I. R., Vansteenkiste, P., & Lenoir, M. (2018). A coaches’ perspective on the contribution of anthropometry, physical performance, and motor coordination in racquet sports. Journal of Sports Sciences, 36(23), 2706–2715. https://doi.org/10.1080/02640414.2018.1441941
Semenova, E. A., Hall, E. C. R., & Ahmetov, I. I. (2023). Genes and Athletic Performance: The 2023 Update. In Genes (Vol. 14, Number 6). Multidisciplinary Digital Publishing Institute (MDPI). https://doi.org/10.3390/genes14061235
Syahputra, R., Tomoliyus, Sugiyanto, F., Putri, L. P., Hendrayana, A. A., Atradinal, Bakhtiar, S., & Pion, J. (2023). An early investigation to optimize the implementation of long term athlete development in Indonesia. Journal of Physical Education and Sport, 23(12), 3196–3204. https://doi.org/10.7752/jpes.2023.12365
Syahputra, R., Tomoliyus, T., Sugiyanto Sugiyanto, F., Bakhtiar, S., Ockta, Y., Pratama Putri, L., Afrian, H., & Jeprinaldi, J. (2025). The impact of talent detection on increasing the number of children participating in sports. Retos, 62, 2025. https://doi.org/10.47197/retos.v62.111266
Till, K., & Baker, J. (2020). Challenges and [Possible] Solutions to Optimizing Talent Identification and Development in Sport. Frontiers in Psychology, 11(April), 1–14. https://doi.org/10.3389/fpsyg.2020.00664
Till, K., Lara-Bercial, S., Baker, J., & Morley, D. (2025). Challenges and Solutions to Supporting Physical Literacy within Youth Sport. Sports Medicine, 55(12), 2953–2965. https://doi.org/10.1007/s40279-025-02313-3
Till, K., Lloyd, R. S., McCormack, S., Williams, G., Baker, J., & Eisenmann, J. C. (2022). Optimising long-term athletic development: An investigation of practitioners’ knowledge, adherence, practices and challenges. PLoS ONE, 17(1 1). https://doi.org/10.1371/journal.pone.0262995
Travassos, B., Coutinho, D., Gonçalves, B., Pedroso, P., & Sampaio, J. (2018). Effects of manipulating the number of targets in U9, U11, U15 and U17 futsal players’ tactical behaviour. Human Movement Science, 61, 19–26. https://doi.org/10.1016/j.humov.2018.06.017
Varghese, M., Ruparell, S., & LaBella, C. (2022). Youth Athlete Development Models: A Narrative Review. In Sports Health (Vol. 14, Number 1, pp. 20–29). SAGE Publications Inc. https://doi.org/10.1177/19417381211055396
Wazir, M. R. W. N., Mostaert, M., Pion, J., & Lenoir, M. (2018). Anthropometry, physical performance, and motor coordination of medallist and non-medallist young fencers. Archives of Budo, 14(April), 33–40.
Xiang, C., Tengku Kamalden, T. F., Liu, H., & Ismail, N. (2022). Exploring the Multidisciplinary Factors Affecting Sports Talent Identification. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.948121
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