Abstract
This study examined the effectiveness of integrating Project-Based Learning (PjBL) with a deep learning approach to improve university students’ dribbling skills. A quantitative quasi-experimental method with a nonequivalent control group pretest–posttest design was employed. The participants were 70 students enrolled in the Physical Education Study Program at Universitas Lambung Mangkurat, consisting of 35 students in the experimental group and 35 in the control group. The experimental group received PjBL integrated with mindful, meaningful, reflective, collaborative, and joyful learning principles, whereas the control group received conventional instruction. Dribbling performance was assessed using an instrument adapted from the Modified Illinois Change-of-Direction Test with Ball, measuring change-of-direction speed, ball control, foot–ball contact, visual attention, and the ability to avoid contact with cones. The experimental group’s mean score increased from 69.09 at pretest to 79.69 at posttest, while the control group’s mean score increased from 69.09 to 71.31. Analysis of covariance, with posttest score as the dependent variable and pretest score as the covariate, revealed a significant group effect after controlling for initial ability, F(1, 67) = 287.29, p < 0.001, partial η² = 0.811. The adjusted posttest mean was significantly higher in the experimental group (M = 79.69, SE = 0.35) than in the control group (M = 71.31, SE = 0.35), with an adjusted mean difference of 8.37 points, 95% CI [7.39, 9.36]. These findings indicate that integrating PjBL with a deep learning approach produced a substantial improvement in university students’ dribbling skills.
Keywords
Project-Based Learning, Deep Learning, Dribbling Skills, Football, Physical Education, Quasi-Experimental Study,References
- Alamri, M.M. (2021). Using blended project-based learning for students’ behavioral intention to use and academic achievement in higher education. Education Sciences, 11(5), 207. [DOI]
- Almulla, M.A. (2020). The effectiveness of the project-based learning approach as a way to engage students in learning. SAGE Open, 10(3), 2158244020938702. [DOI]
- Bulus, M. (2021). Sample size determination and optimal design of randomized/non-equivalent pretest–posttest control-group designs. Adıyaman University Journal of Educational Sciences, 11(1), 48–69. [DOI]
- Chen, C.-H., Yang, Y.-C. (2019). Revisiting the effects of project-based learning on students’ academic achievement: A meta-analysis investigating moderators. Educational Research Review, 26, 71–81. [DOI]
- Clemente, F.M., Ramirez-Campillo, R., Sarmento, H., Praça, G.M., Afonso, J., Silva, A.F., Rosemann, T., Knechtle, B. (2021). Effects of small-sided game interventions on the technical execution and tactical behaviors of young and youth team sports players: A systematic review and meta-analysis. Frontiers in Psychology, 12, 667041. [DOI] [PubMed]
- Daniel, L.F., Reina, R., Gorla, J. I., Bastos, T., Roldan, A. (2020). Validity and reliability of a test battery to assess change of directions with ball dribbling in para-footballers with cerebral palsy. Brain Sciences, 10(2), 74. [DOI] [PubMed]
- Fitrah, M., Sofroniou, A., Yarmanetti, N., Ismail, I.H., Anggraini, H., Nissa, I.C., Widyaningrum, B., Khotijah, I., Kurniawan, P.D., Setiawan, D. (2025). Are teachers ready to adopt deep learning pedagogy? The role of technology and 21st-century competencies amid educational policy reform. Education Sciences, 15(10), 1344. [DOI]
- Gatz, E., Akiva, T. (2024). Education networks for deeper learning. Journal of Educational Administration, 62(1), 91–102. [DOI]
- Guo, P., Saab, N., Post, L.S., Admiraal, W. (2020). A review of project-based learning in higher education: Student outcomes and measures. International Journal of Educational Research, 102, 101586. [DOI]
- Haatainen, O., Aksela, M. (2021). Project-based learning in integrated science education: Active teachers’ perceptions and practices. LUMAT: International Journal on Math, Science and Technology Education, 9(1), 149–173. [DOI]
- Hadiana, O., Manan, N. A., Sartono, S., Adityatama, F., & Fitriyani, Y. (2022). Implementation Of The Project Based Learning Model In Improving Football Learning Outcomes. JUARA : Jurnal Olahraga, 7(3), 946-954. [DOI]
- Han, Y., Syed Ali, S.K. B., Ji, L. (2022). Feedback for promoting motor skill learning in physical education: A trial sequential meta-analysis. International Journal of Environmental Research and Public Health, 19(22), 15361. [DOI]
- Hardinata, R., Yosika, G. F., Haïdara, Y., Perdana, R.P., Gustian, U., Suryadi, D., Sacko, M., Abidin, M.Z. (2023). Project Based Learning model: Can it improve dribbling skills in soccer games?. Indonesian Journal of Physical Education and Sport Science, 3(1), 69–80. [DOI]
- Hussein, B. (2021). Addressing collaboration challenges in project-based learning: The student’s perspective. Education Sciences, 11(8), 434. [DOI]
- Klotzbier, T.J., Schott, N. (2024). Skillful and strategic navigation in soccer—A motor-cognitive dual-task approach for the evaluation of a dribbling task under different cognitive load conditions. Frontiers in Psychology, 15, 1356892. [DOI] [PubMed]
- Kovač, V.B., Nome, D.Ø., Jensen, A.R., Skreland, L.L. (2025). The why, what and how of deep learning: Critical analysis and additional concerns. Education Inquiry, 16(2), 237–253.
- Kraft, M.A. (2020). Interpreting effect sizes of education interventions. Educational Researcher, 49(4), 241–253.
- Leal, K., Pinto, A., Torres, R., Elferink-Gemser, M., Cunha, S. (2022). Characterization and analyses of dribbling actions in soccer: A novel definition and effectiveness of dribbles in the 2018 FIFA World Cup Russia. Human Movement, 23(1), 10–17.
- Lorås, H. (2020). The effects of physical education on motor competence in children and adolescents: A systematic review and meta-analysis. Sports, 8(6), 88.
- Makhlouf, I., Tayech, A., Mejri, M.A., Haddad, M., Behm, D.G., Granacher, U., Chaouachi, A. (2022). Reliability and validity of a modified Illinois change-of-direction test with ball dribbling speed in young soccer players. Biology of Sport, 39(2), 295–306.
- Mao, F., Li, Z., Qiu, C., Fang, Q. (2024). Developing integrative practice on basic soccer skills to stimulate cognitive promotion for children and adolescents. Frontiers in Psychology, 15, 1348006.
- Markula, A., Aksela, M. (2022). The key characteristics of project-based learning: How teachers implement projects in K–12 science education. Disciplinary and Interdisciplinary Science Education Research, 4, 2.
- Maros, M., Korenková, M., Fiľa, M., Levický, M., Schoberová, M. (2023). Project-based learning and its effectiveness: Evidence from Slovakia. Interactive Learning Environments, 31(7), 4147–4155.
- Mthethwa-Kunene, K., Rugube, T., Maphosa, C. (2022). Rethinking pedagogy: Interrogating ways of promoting deeper learning in higher education. European Journal of Interactive Multimedia and Education, 3(1), e02204.
- Mukti, F.P., Priambodo, A. (2021). Perbandingan pendekatan pembelajaran Project Based Learning dengan Problem Based Learning terhadap hasil belajar passing sepakbola kelas XI di SMA Negeri 1 Gresik. Jurnal Pendidikan Olahraga dan Kesehatan, 9(1), 313–319.
- Mystakidis, S. (2021). Deep meaningful learning. Encyclopedia, 1(3), 988–997.
- Mystakidis, S., Berki, E., Valtanen, J.-P. (2021). Deep and meaningful e-learning with social virtual reality environments in higher education: A systematic literature review. Applied Sciences, 11(5), 2412.
- Pacheco, M.M., de Oliveira, L.M.M., dos Santos, C.C.A., Godoi Filho, J.R.M., Drews, R. (2023). Challenging traditions: Systematic review of practice, instruction, and motor skill acquisition in soccer. International Journal of Sports Science & Coaching, 18(5), 1702–1725.
- Pan, Q., Zhou, J., Yang, D., Shi, D., Wang, D., Chen, X., Liu, J. (2023). Mapping knowledge domain analysis in deep learning research of global education. Sustainability, 15(4), 3097.
- Qowiyyuridho, G., Tomoliyus, Fauzi. (2021). Validity and reliability of agility test with dribbling and passing in soccer games. International Journal of Human Movement and Sports Sciences, 9(2), 301–307.
- Rodriguez-Giustiniani, P., Rollo, I., Galloway, S.D.R. (2022). A preliminary study of the reliability of soccer skill tests within a modified soccer match simulation protocol. Science and Medicine in Football, 6(3), 363–371.
- Simonton, K.L., Layne, T.E., Irwin, C.C. (2021). Project-based learning and its potential in physical education: An instructional model inquiry. Curriculum Studies in Health and Physical Education, 12(1), 36–52.
- Szabó, Z.T., Derkács, E., Deli, B., Prémusz, V., Vass, L., Pusztafalvi, H., Ács, P. (2024). The effect of a 10-week TOCA Football System intervention program on sport-specific motor skills among junior footballers. Frontiers in Sports and Active Living, 6, 1339768.
- Zavala-Crichton, J.P., Hinojosa-Torres, C., Yáñez-Sepúlveda, R. (2023). Project-based learning as a strategy in physical education teacher training: Creating a cultural route promoting active commuting. European Journal of Educational Research, 12(3), 1219–1231.
- Zhang, J.-L. (2020). The application of human comprehensive development theory and deep learning in innovation education in higher education. Frontiers in Psychology, 11, 1605.
- Zhang, L., Ma, Y. (2023). A study of the impact of project-based learning on student learning effects: A meta-analysis study. Frontiers in Psychology, 14, 1202728.
|

Articles

