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Masrun
Universitas Negeri Padang, Indonesia
Chemistry Education Mathematics Physics Social Sciences

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A data-driven analysis of the mediating role of physical fitness in the relationship between motivation and physical educational learning outcomes M. Dina Sefrianda; Nurul Ihsan; Masrun; Sepriadi; Ardo Okilanda
Journal of Advanced Sciences and Mathematics Education Vol. 6 No. 2 (2026): Journal of Advanced Sciences and Mathematics Education
Publisher : CV. FOUNDAE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58524/jasme.v6i2.1150

Abstract

Background: Learning outcomes in physical education are influenced by both psychological and physiological factors. However, the mechanism through which motivation contributes to learning outcomes, particularly through physical fitness as an intervening variable, remains underexplored in educational research. Aims: This study aims to analyze the direct and indirect effects of motivation and physical fitness on physical education learning outcomes among junior high school students. Method: A quantitative, data-driven approach with a causal-associative design was employed. The sample consisted of 32 students selected using purposive sampling. Data were collected through a Likert-scale motivation questionnaire, the Indonesian Student Fitness Test (TKSI Phase D), and students’ academic performance records. Data analysis included descriptive statistics, normality testing, and mediation analysis using multiple regression. Results: The results indicate that motivation significantly affects physical fitness (β = 0.547, p < 0.001) and has a direct effect on learning outcomes (β = 0.295, p < 0.05). Physical fitness also significantly influences learning outcomes (β = 0.331, p < 0.05). Furthermore, physical fitness partially mediates the relationship between motivation and learning outcomes, with an indirect effect of 27.6%. Conclusion: Motivation and physical fitness significantly influence physical education learning outcomes, both directly and indirectly. Physical fitness functions as an important mediating variable, highlighting the need for integrated strategies that enhance both student motivation and physical condition to improve academic performance.
Performance indicators associated with Indonesia’s consecutive gold-medal success in the 2023 and 2025 SEA games indoor hockey finals Tri Pujianto; Masrun; Ardo Okilanda; Yendrizal; Roma Irawan
Journal of Advanced Sciences and Mathematics Education Vol. 6 No. 2 (2026): Journal of Advanced Sciences and Mathematics Education
Publisher : CV. FOUNDAE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58524/jasme.v6i2.1341

Abstract

Background: Performance analysis is increasingly utilized in elite sports to identify key factors contributing to competitive success. However, limited evidence is available regarding the performance indicators underlying Indonesia’s consecutive gold-medal achievements in international indoor hockey competitions. Aims: This study aimed to identify and compare the performance indicators associated with the Indonesian Men’s National Indoor Hockey Team’s success in the 2023 and 2025 SEA Games finals against Malaysia. Method: A quantitative descriptive design employing match performance analysis was adopted. Data were collected from official match statistics and video recordings of the 2023 and 2025 SEA Games finals. The analyzed variables included shots, shots on target, goals scored, successful passes, ball possession, interceptions, attack blocks, goalkeeper saves, fouls, and technical skill effectiveness. Data were examined using descriptive and comparative statistical analyses. Results: Malaysia demonstrated greater dominance in ball possession, passing, and shooting opportunities in both finals. Nevertheless, Indonesia achieved higher scoring efficiency and stronger defensive performance. Shooting effectiveness increased from 57.69% in 2023 to 68.18% in 2025, while defensive indicators, including interceptions, attack blocks, and goalkeeper saves, consistently contributed to match success. Conclusion: Indonesia’s consecutive SEA Games titles were primarily associated with superior finishing efficiency, defensive stability, and effective utilization of scoring opportunities rather than possession dominance. These findings provide evidence-based insights for performance optimization and strategic development in elite indoor hockey.
Technical performance analysis of a newly promoted professional futsal team: Evidence from Rafhely FC in the 2024–2025 Indonesian pro futsal league Muhammad Alief; Masrun; Ardo Okilanda; Vega Soniawan; Bram Sujadesman
Journal of Advanced Sciences and Mathematics Education Vol. 6 No. 3 (2026): Journal of Advanced Sciences and Mathematics Education
Publisher : CV. FOUNDAE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58524/jasme.v6i3.1441

Abstract

Background: Newly promoted professional futsal teams often encounter challenges in adapting to the competitive demands of elite leagues, making objective performance evaluation essential for evidence-based coaching. Despite the growing interest in futsal performance analysis, studies examining season-long technical performance indicators in Indonesian professional clubs remain limited. Aim: This study aimed to evaluate the technical performance of Rafhely FC throughout the 2024–2025 Indonesian Pro Futsal League season using objective match performance indicators. Method: A quantitative descriptive design was employed using observational data from all 22 league matches. Match statistics, including goals scored, goals conceded, scoring time, dominant foot, shots on target, and match outcomes, were collected through video-based performance analysis and analysed using descriptive statistics. Results: Rafhely FC demonstrated inconsistent performance throughout the season, recording four wins (18.18%), two draws (9.09%), and sixteen losses (72.73%). The team showed greater goal-scoring productivity during the final ten minutes of matches, predominantly using the right foot. However, limited shot conversion efficiency and a higher number of goals conceded than scored reduced overall competitive performance. Conclusion: The findings indicate that Rafhely FC requires improvements in attacking efficiency, defensive organisation, and tactical consistency. Objective technical performance analysis provides valuable evidence for supporting coaching decisions and strategic planning in professional futsal.
Co-Authors Ardo, Okilanda Bram Sujadesman M. Dina Sefrianda Muhammad Alief Nurul Ihsan Roma Irawan Sepriadi Sepriadi Tri Pujianto Vega soniawan Yendrizal