Validity and reliability of a futsal performance test based on multiple intelligences
Abstract
This study aimed to develop a futsal performance test instrument based on the theory of multiple intelligences for futsal athletes, and to assess its feasibility and effectiveness. The research used the ADDIE model, which includes Analysis, Design, Development, Implementation, and Evaluation phases. The sample consisted of students enrolled in the Sports Coaching Education Study Program at the University of Jambi who were registered in the futsal course. Two trial groups were involved: a limited-scale trial with 30 students and a large-scale trial with 90 students, selected through simple random sampling. Sampling criteria were based on enrollment in the futsal course, as per the curriculum of the Sports Coaching Education (PORKES) Study Program. Data collection techniques included questionnaires and performance tests. Analysis methods involved content validity testing (Aiken’s V), construct validity testing (Confirmatory Factor Analysis), and product effectiveness evaluation using descriptive statistics. The development process produced an instrument consisting of 18 components, each with a factor loading above 0.3, indicating strong construct validity. Content validity, assessed by three experts using the Delphi method, yielded a total Aiken’s V value of 1.141. The reliability coefficient was 0.807, indicating high internal consistency. These results demonstrate that the developed futsal test instrument is both valid and reliable for evaluating futsal performance based on multiple intelligences.
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References
Aiken, L. R. (1980). Content validity and reliability of single items or questionnaires. Educational and Psychological Measurement, 40(4), 955–959. https://doi.org/10.1177/001316448004000419
Alnedral, A., Jatra, R., Firdaus, K., Neldi, H., Bakhtiar, S., Aldani, N., Ockta, Y., & Festiawan, R. (2024). The effect of a holistic approach training model on increasing the speed and agility of tennis athletes El efecto de un modelo de entrenamiento con enfoque holístico en el aumento de la velocidad y la agilidad en los atletas de tenis. Retos, 2041(61), 1138–1145.
Azwar, S. (2015). Metode Penelitian. Pustaka Pelajar.
Darajat, J., Negara, K., Nuryadi, N., Firmansyah, H., Gumilar, A., Hambali, B., Purnomo, E., Festiawan, R., & Ockta, Y. (2024). The effect of vo2max on muscle oxygen saturation (SMO2) in University Badminton Athletes El efecto del VO2máx sobre la saturación de oxígeno muscular (SMO2) en atletas universitarios de bádminton. Retos, 2041, 1184–1190.
Fatahilah, A., Hidayat, Y., Darajat, J., Negara, K., & Ockta, Y. (2024). Study to examine the effect of Brain Gym on brain waves and concentration in athletes : Paper protocol. Fizjoterapia Polska, 4(1), 329–336.
Fitrian, Z. A., Graha, A. S., Nasrulloh, A., & Asmara, M. (2023). The Positive Impact of Small-Sided Games Training on VO2 max and Passing Accuracy in Futsal Players. International Journal of Human Movement and Sports Sciences, 11(1), 233–240. https://doi.org/10.13189/saj.2023.110127
González-Víllora, S., Prieto-ayuso, A., León, M. P., Luiz, J., Marinho, C., & Travassos, B. (2022). Elite futsal players’ perceptions of paths to expertise : a multidimensional and qualitative approach. Motricidade, 18, 20–30.
Id, L. M., Mccole, D., Id, T. T., Mphela, T., Maro, C., Adamba, C., Machuve, J., & Ocansey, R. (2022). Effects of a sport-based positive youth development program on youth life skills and entrepreneurial mindsets. PLoS ONE, 17(2), 1–20. https://doi.org/10.1371/journal.pone.0261809
Id, Y. O., Li, X., Id, W. Z., Hong, W., & Zheng, W. (2024). Integration of machine learning XGBoost and SHAP models for NBA game outcome prediction and quantitative analysis methodology. PLoS ONE, 19(7), 1–25. https://doi.org/10.1371/journal.pone.0307478
Iedynak, G., Galamandjuk, L., Koryahin, V., Blavt, O., Mazur, V., Mysiv, V., Prozar, M., Guska, M., Nosko, Y., Kubay, G., & Gurtova, T. (2019). Locomotor activities of professional futsal players during competitions. Journal of Physical Education and Sport, 19(3), 813–818. https://doi.org/10.7752/jpes.2019.s3116
Illa, J., Fernandez, D., Reche, X., & Serpiello, F. R. (2021). Positional Differences in the Most Demanding Scenarios of External Load Variables in Elite Futsal Matches. Frontiers in Psychology, 12, 1-7. https://doi.org/10.3389/fpsyg.2021.625126
Jakiwa, J., Rustam, S., Atan, S. A., Azli, M. S., Maliki, A. B. H. M., Nadzmi, A., Rahman, A. F. A., Samsir, M. S., Sun, Z., Kuo, P. T., & Bee, N. C. T. S. (2023). The Effects of Multi-Sport Intervention on Agility Performance among Young Athletes. International Journal of Human Movement and Sports Sciences, 11(4), 864–871. https://doi.org/10.13189/saj.2023.110421
Ramos-Campo, D. J., & Clemente-Suárez, V. J. (2024). The Correlation between Motor Skill Proficiency and Academic Performance in High School Students. Behavioral Sciences, 14(7), 1-10. https://doi.org/10.3390/bs14070592
Mashkoor, N. B., & Hameed, N. H. (2022). Effect of physical-kinesthetic intelligence exercises on developing motor abilities and basic skills of basketball in female students. Sport TK, 11, 1–10.
Pocinho, M., & Mendes, C. (2021). Avaliação das Inteligências Múltiplas em Crianças do Ensino Fundamental Primary School Children’s Multiples Intelligences Assessment. Psicologia: Teoria e Pesquisa, 37, 1–9.
Ribeiro, J., Davids, K., Silva, P., Coutinho, P., Barreira, D., & Garganta, J. (2021). Talent Development in Sport Requires Athlete Enrichment: Contemporary Insights from a Nonlinear Pedagogy and the Athletic Skills Model. Sports Medicine, 51(6), 1115–1122. https://doi.org/10.1007/s40279-021-01437-6
Sánchez-sánchez, J., Bishop, D., García-unanue, J., Esther, U., Hernando, E., López-fernández, J., Colino, E., & Gallardo, L. (2018). Effect of a Repeated Sprint Ability test on the muscle contractile properties in elite futsal players. Scientific Reports, 8, 1–8. https://doi.org/10.1038/s41598-018-35345-z
Sanmiguel-rodr, A., Gonz, S., & Gir, A. (2021). Fútbol sala y alto rendimiento : revisión sistemática de la literatura 2015-2020. Cultura, Ciencia y Deporte, 16(49), 465–476.
Saputra, M., Arsil, A., Okilanda, A., Febrian, M., Resmana, R., Igoresky, A., & Ockta, Y. (2025). The influence of leg muscle power, waist flexibility and self-confidence on soccer long passing ability La Influencia de la potencia muscular de las piernas, la flexibilidad de la cintura y la confianza en sí mismo en la habilidad de pases largos en el fú. Retos, 62, 335–340.
Sekulic, D., Pojskic, H., Zeljko, I., Pehar, M., Modric, T., Versic, S., Novak, D., & Massuça, L. M. (2021). Physiological and Anthropometric Determinants of Performance Levels in Professional Futsal. Frontiers in Psychology, 11, 1–14. https://doi.org/10.3389/fpsyg.2020.621763
Spyrou, K., Freitas, T. T., Marín-Cascales, E., & Alcaraz, P. E. (2020). Physical and Physiological Match-Play Demands and Player Characteristics in Futsal: A Systematic Review. Frontiers in Psychology, 11, 1-17. https://doi.org/10.3389/fpsyg.2020.569897
Sugiyono. (2022). Metode Penelitian Pendidikan (Pendekatan Kuantitatif, Kualitatif dan R&D) (3rd ed.). Alfabeta.
Vilar, L., Araújo, D., Davids, K., Correia, V., & Esteves, P. T. (2013). Spatial-temporal constraints on decision-making during shooting performance in the team sport of futsal. Journal of Sports Sciences, 31(8), 840–846. https://doi.org/10.1080/02640414.2012.753155
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© Servicio de Publicaciones, Universidad de Murcia, 2013
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