Rubby Syihabuddin
Universitas Pendidikan Indonesia

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Deep Learning as Artificial Intelligence Technology in Physical Education: A Literature Review Based on Bloom's Taxonomy Rubby Syihabuddin; Indra Safari; Dewi Susilawati
Journal of Physical Education Health and Sport Vol. 13 No. 1 (2026)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/jpehs.v13i1.43856

Abstract

Technological advancements necessitate a shift in education, especially in physical education, which sometimes remains confined to gross motor skills without enhancing cognitive processes. This study seeks to analyze and assess the role of Deep Learning (DL) technology within Artificial Intelligence (AI) in enhancing the quality of physical education instruction based on Bloom's Taxonomy framework. The method used is a Systematic Literature Review (SLR) following the PRISMA standards. Data were collected through the Google Scholar, Scopus, and Elsevier databases using the Publish or Perish tool, which produced 10 selected articles to be synthesized after undergoing a rigorous selection process. The study's results indicate that the incorporation of Deep Learning can elevate learning from simple imitation of movement to profound analytical comprehension. The use of algorithms such as ResNet-101 and 3D pose estimation enables precise biomechanical analysis and objective performance evaluation that supports higher-order thinking skills (HOTS). In conclusion, this technology acts as a catalyst in achieving physical literacy and student learning independence. The integration of AI with student-centered pedagogical strategies is the key to the future of holistic physical education.
The Effect of Parkour Exercise in Athletics Training on Locomotor Skills in Elementary School Students Rubby Syihabuddin; Indra Safari; Dewi Susilawati
Journal of Physical Education Health and Sport Vol. 13 No. 1 (2026)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/jpehs.v13i1.45727

Abstract

The advancement of digital technology has induced a sedentary lifestyle in youngsters, adversely affecting the deterioration of fundamental motor abilities, particularly locomotor motions. On the other hand, conventional athletic training in schools is often considered uninteresting for students. The purpose of this study is to evaluate the impact of using parkour in athletic training on enhancing elementary school children' locomotor skills and to compare its efficacy with traditional training methods. This research employed an experimental methodology with a pretest-posttest control group design. The research sample comprised kids from Mandalaherang Elementary School, categorized into an experimental group (parkour-based learning) and a control group (traditional learning). The TGMD-2 (Test of Gross Motor Development - Second Edition) was employed to assess locomotor skills. Data analysis was conducted using normality tests, homogeneity tests, and N-Gain assessments. The findings indicated a notable enhancement in the locomotor abilities of the experimental group. The experimental group attained an average N-Gain score of 0.5031 (moderate category), but the control group achieved just 0.2065 (poor category). Alongside physical attributes, observations indicated an enhancement in students' self-confidence and problem-solving abilities when confronted with challenges. The integration of parkour into the elementary school athletics curriculum has proven to be more effective in enhancing students' locomotor skills compared to conventional teaching methods. Parkour can serve as an innovative learning medium that is interesting, challenging, and suited to the developmental characteristics of elementary school students.
Studi Literatur Konsep Literasi Fisik Berbasis Negara Luar Indonesia dalam Sistem Pendidikan Jasmani sebagai Upaya Kampanye Literasi Fisik Rubby Syihabuddin; Gari Abdilah; Mochammad Dhiva Satria Elwanda; Aam Ali Rahman; Ayi Suherman
Jurnal Ilmiah Sport Coaching and Education Vol. 8 No. 2 (2024): Jurnal Ilmiah Sport Coaching and Education
Publisher : Universitas Negeri Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21009/JSCE.08210

Abstract

ABSTRAK. Penelitian ini bertujuan untuk mengadaptasi konsep literasi fisik berbasis negara luar ke dalam sistem pendidikan jasmani di Indonesia serta mengeksplorasi strategi kampanye untuk meningkatkan pemahaman masyarakat tentang literasi fisik. Literasi fisik mencakup kemampuan motorik, rasa percaya diri, motivasi, serta pemahaman terhadap aktivitas fisik berkelanjutan. Penelitian ini menggunakan metode tinjauan pustaka dengan pendekatan analisis deskriptif untuk menjelaskan temuan utama dari literatur yang ditinjau, serta meta-analisis untuk mengintegrasikan hasil-hasil penelitian yang relevan. Data diperoleh melalui pencarian pada aplikasi Publish or Perish dengan kata kunci "physical literacy" (literasi fisik), "physical education" (pendidikan jasmani), dan "physical literacy campaign" (kampanye literasi fisik), dengan rentang waktu publikasi dari tahun 2019 hingga 2024. Dari 1000 artikel yang ditemukan, dipilih artikel-artikel yang relevan dengan topik penelitian, menghasilkan 10 artikel yang dianalisis lebih lanjut. Analisis dilakukan dengan mengkaji penerapan literasi fisik di luar negeri, yang kemudian dijadikan acuan untuk mengidentifikasi potensi penerapannya di Indonesia. Hasil penelitian menunjukkan bahwa negara-negara maju seperti Finlandia dan Swedia menerapkan pendekatan holistik serta kebijakan yang komprehensif dalam mengintegrasikan literasi fisik. Namun, tantangan utama di Indonesia meliputi kurangnya infrastruktur, terbatasnya pelatihan untuk guru, dan rendahnya kesadaran masyarakat. Untuk mengatasi hal tersebut, disarankan untuk meningkatkan pendidikan jasmani dan kebugaran masyarakat melalui perbaikan fasilitas, peningkatan kesadaran, serta penyelenggaraan pelatihan guru.   Kata Kunci: Adaptasi Konsep, Indonesia, Kampanye, Literasi Fisik, Pendidikan Jasmani   ABSTRACT. This study aims to adapt the concept of foreign-based physical literacy into the physical education system in Indonesia and explore campaign strategies to improve public understanding of physical literacy. Physical literacy includes motor skills, self-confidence, motivation, and understanding of sustainable physical activity. This study uses a literature review method with a descriptive analysis approach to explain the main findings of the reviewed literature, as well as a meta-analysis to integrate relevant research results. Data were obtained through a search on the Publish or Perish application with the keywords "physical literacy", "physical education", and "physical literacy campaign", with a publication period from 2019 to 2024. From 1000 articles found, articles relevant to the research topic were selected, resulting in 10 articles that were further analyzed. The analysis was carried out by reviewing the application of physical literacy abroad, which was then used as a reference to identify the potential for its application in Indonesia. The results showed that developed countries such as Finland and Sweden apply a holistic approach and comprehensive policies in integrating physical literacy. However, the main challenges in Indonesia include lack of infrastructure, limited training for teachers, and low public awareness. To overcome this, it is recommended to improve physical education and community fitness through improving facilities, increasing awareness, and organizing teacher training. Keywords: Concept Adaptation, Indonesia, Campaign, Physical Literacy, Physical Education