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All Journal Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Competitor : Jurnal Pendidikan Kepelatihan Olahraga Jurnal Keolahragaan JSSF : Journal of Sport Science and Fitness Jurnal Pendidikan Olah Raga Jurnal Pendidikan Jasmani Kesehatan dan Rekreasi (Penjaskesrek) JURNAL SERAMBI ILMU Gelanggang Olahraga: Jurnal Pendidikan Jasmani dan Olahraga (JPJO) Journal Physical Education, Health and Recreation JURNAL PENJAKORA Jurnal Pendidikan Kesehatan Rekreasi Jurnal Pendidikan dan Konseling Journal of SPORT (Sport, Physical Education, Organization, Recreation, and Training) Jurnal PORKES Physical Activity Journal (PAJU) Jurnal Patriot GANDRUNG: Jurnal Pengabdian Kepada Masyarakat Journal Coaching Education Sports Edu Sportivo: Indonesian Journal of Physical Education SPRINTER: Jurnal Ilmu Olahraga Jurnal Kewarganegaraan Jurnal Ilmiah Wahana Pendidikan Jurnal Bina Pengabdian Kepada Masyarakat Journal Of Human And Education (JAHE) Indonesian Journal of Physical Education and Sport Science (IJPESS) Journal RESPECS (Research Physical Education and Sports) Journal of Coaching and Sports Science Innovative: Journal Of Social Science Research Inasport : Indonesian Journal of Sport, Health and Physical Education Science Marathon: Jurnal Pendidikan Jasmani Universitas Tanjungpura Jurnal Dharma Pendidikan dan Keolahragaan
Putra Sastaman B
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Journal : Journal of Coaching and Sports Science

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The Role of Big Data Analytics (BDA) in Sport: Sports Data Mining Soedjatmiko; Nurcahyani, Atip; Sastaman B, Putra; Mashud; Nasrulloh, Ahmad
Journal of Coaching and Sports Science Vol. 4 No. 2 (2025): Journal of Coaching and Sports Science
Publisher : CV. FOUNDAE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58524/jcss.v4i2.717

Abstract

Background: Big Data Analytics (BDA) is urgently needed in Indonesian sports to improve evidence-based decision-making, athlete development, and organizational management. While BDA has transformed global sports through data-driven insights, its application in Indonesia remains limited and fragmented. The absence of integrated analytics between athlete performance and organizational quality management hinders the creation of sustainable, long-term development systems. Aims: This study investigates how BDA can enhance athlete development and organizational management by analyzing multidimensional data from athletes, coaches, referees, and sports infrastructures. It also aims to identify dominant predictors of athlete performance across various sports and to evaluate the quality management practices of the National Sports Committee of Indonesia (NSCI). Methods: A mixed-methods sequential explanatory design was applied. The quantitative phase involved 67 athletes from six sports: football, table tennis, weightlifting, pencak silat, basketball, and karate at the Sport Training Center. Data on anthropometry, fitness, and achievements were analyzed using descriptive statistics, ANOVA, Chi-Square, and regression tests. The qualitative phase involved interviews and observations with 8–12 stakeholders, while organizational quality was assessed using the Wilcoxon Signed Rank test. Result: Results revealed significant performance differences among sports (F = 4.927, p = 0.001). Each sport had unique dominant predictors: VO₂ max and anthropometry (soccer), agility (table tennis), muscle strength (weightlifting), endurance and height (basketball), and speed (karate). NSCI’s organizational analysis showed substantial deficiencies in management, facilities, and procedures (p < 0.001). Conclusion: This study confirms that BDA is crucial in advancing sustainable sports development. By identifying sport-specific performance predictors and systemic weaknesses, BDA provides a scientific foundation for designing targeted training, improving organizational quality, and building adaptive, data-driven sports ecosystems in Indonesia. The findings highlight the urgent need for national sports bodies to institutionalize BDA as part of long-term strategic planning.
Co-Authors Ahmad Atiq Ahmad Atiq Ahmad Nasrulloh Akbar Nurjayadi Aldho Nurhadi Kusuma Andriadi Andriadi Bagus Sri Nurhafis Davi Sofyan Didi Suryadi DIDIK PURWANTO Dody Tri Iwandana Doni Pranata Dwi Puspita Wati, Isti Edi Purnomo edi purnomo Eka Supriatna Eka Supriatna Eka Supriatna Eka Supriatna Eka Supriatna Eka Supriatna Eko Saputra Ervi Fadila Firsta Yosika, Ghana Gandasari, Maharani Hendri Hendri Ikhlasul Amal Ilham Surya Fallo Isti Dwi Puspitawati Juni, Y. Touvan Maharani Fatima Gandasari Maharani Putri Gandasari Mahrani Fatima Gandasari Mashud Muhammad Faddlika Hans Fitrianri Nasution, Ali Napiah Noer Riswandi Novi Yanti Nurcahyani, Atip Putra Perdana, Rahmat Rahmadiansyah, Muhammad Rizki Rahman, Arbain Rahmat Putra Perdana Rahmat Putra Perdana Rezza Dewintha, Rezza Rizki Hazazi Ali Robby Najini Rubi Yatno Rubiyatno Rubiyatno Rubiyatno Rubiyatno Rubiyatno Rubiyatno Rubiyatno Rubiyatno Rubiyatno Samodra, Touvan Juni Saputra, Riski Soedjatmiko touvan Juni samodra Touvan Juni Samodra, Y. Touvan Samodra Uray Gustian Uray Gustian, Uray Victor Gaperius Simanjuntak Wansah, Syahbayu Dinda Wijaya, Ananda Atma Witri Suwanto Y. Touvan Juni Samodra Y. Touvan Juni Samodra Y. Touvan Juni Samudro Yohanes Touvan Juni Samodra Yovinus Ardianto Zainal Arifin Zsolt Németh