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Application of Deep Learning Approach in Physical Education (PE) Students of Senior High Schools

Journal of Physical Education Health and Sport · Vol. 13 No. 1 (2026) · hlm. 466–472

DOI
10.15294/jpehs.v13i1.47552
ISSN
2354-7901, 2354-8231
Terbit
2026-04-30
Penerbit
Universitas Negeri Semarang
Bahasa
eng

Abstrak

This research is based on PE learning which tends to be instructive and focuses on technical skills, so that it lacks the development of students' deep understanding and critical thinking skills. The purpose of the study is to analyze the deep learning approach to PE subjects at Senior High Schools 1 Cisolok. The method used was descriptive quantitative with 34 students selected through purposive sampling. The instrument is in the form of a questionnaire of 46 statements that have been tested for validity and reliability, adapted based on the framework of deep learning theory. Data analysis used descriptive statistics, normality tests, and hypothesis tests assisted by SPSS version 25. The results of the study show that the application of the deep learning approach to PE learning has a significant impact. The entire item had a significance value of 0.000 (p < 0.05) with t-counts of 12.324 to 46.278. The conclusion of the study proves that the application of the deep learning approach has a very significant effect on PE learning, improving high-level cognitive aspects, active involvement, meaningful understanding, and student learning character and independence. A deep learning approach is effectively applied in PE to create a holistic and relevant learning experience.

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Sumber metadata: OAI-PMH (metadata jurnal) https://journal.unnes.ac.id/journals/jpehs/oai, pertama di-harvest 6 Nov 2026, terakhir terlihat 6 Nov 2026.
Metadata asli (oai_dc) 
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	<dc:title xml:lang="en">Application of Deep Learning Approach in Physical Education (PE) Students of Senior High Schools</dc:title>
	<dc:creator xml:lang="en">Aditia Putra Munggaran</dc:creator>
	<dc:creator xml:lang="en">Tite Juliantine</dc:creator>
	<dc:creator xml:lang="en">Sucipto</dc:creator>
	<dc:subject xml:lang="en">Deep Learning Approch; Physical Education; Senior High Schools</dc:subject>
	<dc:description xml:lang="en">This research is based on PE learning which tends to be instructive and focuses on technical skills, so that it lacks the development of students' deep understanding and critical thinking skills. The purpose of the study is to analyze the deep learning approach to PE subjects at Senior High Schools 1 Cisolok. The method used was descriptive quantitative with 34 students selected through purposive sampling. The instrument is in the form of a questionnaire of 46 statements that have been tested for validity and reliability, adapted based on the framework of deep learning theory. Data analysis used descriptive statistics, normality tests, and hypothesis tests assisted by SPSS version 25. The results of the study show that the application of the deep learning approach to PE learning has a significant impact. The entire item had a significance value of 0.000 (p &amp;lt; 0.05) with t-counts of 12.324 to 46.278. The conclusion of the study proves that the application of the deep learning approach has a very significant effect on PE learning, improving high-level cognitive aspects, active involvement, meaningful understanding, and student learning character and independence. A deep learning approach is effectively applied in PE to create a holistic and relevant learning experience.</dc:description>
	<dc:publisher xml:lang="en">Universitas Negeri Semarang</dc:publisher>
	<dc:date>2026-04-30</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.unnes.ac.id/journals/jpehs/article/view/47552</dc:identifier>
	<dc:identifier>10.15294/jpehs.v13i1.47552</dc:identifier>
	<dc:source xml:lang="en">Journal of Physical Education Health and Sport; Vol. 13 No. 1 (2026); 466 - 472</dc:source>
	<dc:source>2354-7901</dc:source>
	<dc:source>2354-8231</dc:source>
	<dc:source>10.15294/jpehs.v13i1</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/journals/jpehs/article/view/47552/9270</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2026 Journal of Physical Education Health and Sport</dc:rights>
</oai_dc:dc>