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All Journal International Journal of Advances in Intelligent Informatics BAREKENG: Jurnal Ilmu Matematika dan Terapan JURNAL PENDIDIKAN TAMBUSAI Jambura Health and Sport Journal Sport Science: Jurnal Sain Olahraga dan Pendidikan Jasmani Jurnal Pendidikan Jasmani (JPJ) ABSYARA: Jurnal Pengabdian Pada Masyarakat SPRINTER: Jurnal Ilmu Olahraga Jurnal Keolahragaan Bravo's: Journal of Physical Education and Sport Science
Prihanto, Junaidi Budi
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Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Engineering Environmental Science Health Professions Library & Information Science Mathematics Mechanical Engineering Physics Public Health Social Sciences Transportation Other

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Deteksi Dini Gangguan Kejiwaan dan Peningkatan Kesehatan Mental Remaja melalui Fun Games: Early Detection of Mental Disorders and Enhancement of Adolescent Mental Health through Fun Games Wibowo, Sapto; Priambodo, Anung; Prihanto, Junaidi Budi; Indriarsa, Nanang; Dinata, Vega Candra; Ristanto, Kolektus Oky
ABSYARA: Jurnal Pengabdian Pada Masayarakat Vol 5 No 1 (2024): ABSYARA: Jurnal Pengabdian Pada Masyarakat
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/ab.v5i1.25135

Abstract

Early detection of mental disorders is crucial for preventing serious impacts on adolescent mental health. Fun games are used as an engaging and acceptable solution for adolescents to identify behavioral and emotional changes, raise mental health awareness, facilitate open dialogues, and reduce the stigma associated with mental disorders. This study aims to train PJOK teachers in Banyuwangi Regency to detect early signs of mental disorders and improve adolescent mental health through fun games. The program was conducted on October 6, 2023, at SMAN 1 Glagah Banyuwangi with 45 participants. The training included mental health identification using instruments adapted from the Mental Health Inventory (MHI) and group dynamics activities from Psychodynamic Play Therapy (PPT). Participant satisfaction surveys showed that 100% were very satisfied with the training, with an average rating above 4.6 on a scale of 1-5. Participants indicated that the training positively impacted their understanding of student mental health and the benefits for PJOK teaching. Post-training, 100% of participants rated the delivery method as excellent. The study concluded that the community service activity successfully enhanced PJOK teachers' understanding of adolescent mental health and underscored the importance of early detection and fun games as therapeutic tools. Future activities should involve teachers from all subjects to maximize mental health awareness and adapt to the dynamic conditions of students' mental health
Hubungan Penggunaan Gadget terhadap Motivasi Belajar Siswa Kelas VII SMP Negeri 6 Surabaya Syah, Ardi Romadhon; Prihanto, Junaidi Budi
Jurnal Pendidikan Tambusai Vol. 9 No. 2 (2025): Agustus
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai, Riau, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jptam.v9i2.30024

Abstract

Perkembangan teknologi digital telah membawa perubahan positif dan negative yang signifikan dalam dunia pendidikan, salah satunya melalui penggunaan gadget di kalangan siswa. Motivasi belajar merupakan salah satu aspek penting yang menentukan keberhasilan proses pendidikan. Tujuan penelitian untuk mengetahui hubungan antara penggunaan gadget terhadap motivasi belajar siswa VII SMP Negeri 6 Surabaya. Metode yang digunakan pendekatan kuantitatif dengan jenis korelasional. Populasi seluruh siswa kelas VII dengan subjek 369 siswa. instrumen pengumpulan data berupa angket penggunaan gadget dan motivasi belajar. Teknik analisis data penelitian ini menggunakan analisis statistik deskriptif, uji normalitas dan korelasi spearman. Berdasarkan hasil analisis data, diperoleh nilai koefisien korelasi Spearman sebesar r = 0,507 dengan tingkat signifikansi p = 0,001. (p < 0.05) terdapat hubungan signifikan antara penggunaan gadget dengan motivasi belajar siswa kelas VII di SMP Negeri 6 Surabaya. Besar hubungan penggunaan gadget terhadap motivasi belajar siswa kelas VII di SMP Negeri 6 Surabaya cukup kuat (r=0.507).
Hubungan Kadar Hemoglobin, Eating Behaviour, dan Tingkat Kebugaran terhadap Hasil Asesmen Sumatif Pjok Siswa Unggulan Hidayati, Ika Emirulliah; Wahjuni, Endang Sri; Prihanto, Junaidi Budi
Jurnal Keolahragaan Vol 11, No 2 (2025): Jurnal Keolahragaan
Publisher : Universitas Galuh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25157/jkor.v11i2.20488

Abstract

Hasil belajar siswa merupakan salah satu tolak ukur fundamental dari keberhasilan proses belajar mengajar. Hasil belajar siswa di Kurikulum Merdeka diukur melalui asesmen setiap akhir capaian pembelajaran dan akhir tujuan pembelajaran. Selain proses belajar mengajar, terdapat beberapa faktor yang mempengaruhi hasil belajar siswa. Faktor-faktor tersebut diantaranya status zat besi siswa yang baik, konsumsi nutrisi dalam tubuh siswa yang seimbang, dan tubuh siswa yang bugar. Tujuan penelitian ini untuk mengetahui adanya seberapa besar kontribusi kadar hemoglobin, eating behaviour, dan tingkat kebugaran terhadap hasil asesmen sumatif PJOK siswa unggulan di Madrasah. Metode penelitian yang digunakan adalah kuantitatif dengan jenis korelasional. Sampel penelitian berjumlah 58 siswa dengan rentang usia 13-15 tahun. Teknik pengambilan sampel yang digunakan adalah teknik purposive sampling dengan 4 parameter. Analisis data yang digunakan adalah uji korelasi Spearman dikarenakan jenis data pada dua variabel berbeda. Hasil penelitian menunjukkan bahwa terdapat hubungan yang signifikan secara parsial antara kadar hemoglobin (p= 0.0036), eating behaviour (p=0.013), dan tingkat kebugaran (p=0.008) terhadap hasil asesmen sumatif PJOK siswa unggulan (p<0.05).
From Visual To Understanding: Analysis Of The Effect Of Canva Learning Media On Phbs Motivation Hasanah Aprilia, Niswatin; Prihanto, Junaidi Budi; Ridwan, Mochamad
Jurnal Pendidikan Jasmani (JPJ) Vol 6 No 1 (2025): Jurnal Pendidikan Jasmani (JPJ)
Publisher : Sekolah Tinggi Olahraga dan Kesehatan Bina Guna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55081/jpj.v6i1.4023

Abstract

Low learning motivation in understanding Clean and Healthy Living Behavior (PHBS) material is still problematic at the elementary school level. Lack of student awareness of healthy behaviors such as washing hands and choosing nutritious foods indicates the need for innovation in learning strategies. This study aims to analyze the effect of Canva-based video media on student learning motivation on the PHBS topic. The study used a quantitative method with a one-group pretest-posttest quasi-experimental design. The research subjects consisted of 19 fourth-grade students at SD Negeri 2 Pule. The research instrument was a motivation questionnaire given before and after treatment. The results of the hypothesis test showed a significance value of 0.000 <0.05, it can be concluded that there was a significant effect after being given treatment with the use of Canva videos on increasing learning motivation. Therefore, Canva media can be used as an alternative technology-based learning that is effective in increasing motivation, especially in PHBS material.
LOGISTIC AND PROBIT REGRESSION MODELING TO PREDICT THE OPPORTUNITIES OF DIABETES IN PROSPECTIVE ATHLETES Ariyanto, Danang; Sofro, A'yunin; Hanifah, A’idah Nur; Prihanto, Junaidi Budi; Maulana, Dimas Avian; Romadhonia, Riska Wahyu
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 18 No 3 (2024): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol18iss3pp1391-1402

Abstract

Diabetes is among the most prevalent chronic diseases globally, posing significant health risks to individuals. The identification of individuals at risk of developing these conditions is of paramount importance, particularly in high-stress and physically demanding activities such as athletic training. To find out the chances of a prospective athlete suffering from diabetes or not, models for binary data can be used, including logistic regression and probit models. The data used is primary data from prospective athletes in East Java, including prospective athletes from the State University of Surabaya and East Java Koni Athletes. This study aimed to develop an early prediction model for diabetes in prospective athletic candidates using a bivariate logistic and probit regression approach while considering the influence of socio-demographic and anthropometric factors. To selecting the best model between logistic regression and probit regression using Akaike’s Information Criterion (AIC) value, the smaller the AIC value gets means that the model is closer to the actual value or being the best model. Logistic regression has a smaller AIC value (129,85) than probit regression, this means that the logistic model is the best model. In this paper, an attempt is made to explore the use of logistic and probit regression to determine the factors which significantly influence the diabetes disease and we got that the logistic model as the best model because it has a smaller AIC value than the probit model. Based on the result of analysis and discussion, it can be concluded that there are two factors called mother’s job and finance which are influenced to the response variable, diabetes disease at significance level of 5%.
Enhanced diabetes and hypertension prediction using bat-optimized k-means and comparative machine learning models Sofro, A'yunin; Ariyanto, Danang; Prihanto, Junaidi Budi; Maulana, Dimas Avian; Romadhonia, Riska Wahyu; Maharani, Asri; Oktaviarina, Affi; Kurniawan, Ibnu Febry; Khikmah, Khusnia Nurul; Al Akbar, Muhammad Mahdy
International Journal of Advances in Intelligent Informatics Vol 11, No 4 (2025): November 2025
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/ijain.v11i4.1816

Abstract

This research aims to develop an analytical approach to classification statistics. The proposed approach combines machine learning with optimization. Considering the urgency of research related to exploring the best methods to apply to sports data. This study proposes a novel framework that combines the k-means clustering results with the bat algorithm to optimize performance prediction for athletes in Indonesia. The proposed method aims to explore the data by comparing the classification performance of random forests, extremely randomized trees, and support vector machines. We conducted a case study using primary data from 200 respondents at Surabaya State University and the East Java National Sports Committee. The accuracy results in this study indicate that, based on the performance evaluation metric, the best approach is random forest clustering using k-means with bat algorithm optimization, achieving 81.25% accuracy, compared with other machine learning approaches. This research contributes to the field of classification statistics by introducing a novel hybrid framework that integrates machine learning, clustering, and optimization techniques to improve predictive accuracy, particularly in sports analytics. Beyond sports science, the proposed approach can be adapted to other domains that require robust performance prediction and decision support, such as health analytics, educational assessment, and human resource selection.
The Application of Animated Learning Videos to Learning Motivation Maslikah, Siti; Prihanto, Junaidi Budi; Ridwan, Mochamad Budi
Ilmu Olahraga Vol 26 No 1 (2026): Jurnal Sains Olahraga dan Pendidikan Jasmani
Publisher : Center for Sports Science , Faculty of Sport Science, Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The purpose This study aims to determine the effect of the use of animated learning video media on increasing students' learning motivation in learning Physical Education, Sports and Health (PJOK) material on clean and healthy living behaviors in elementary schools. The background of this research focuses on the low motivation to learn PJOK in clean and healthy living behavior (PHBS) in elementary schools. This study uses a true experiment design in the form of a pretest–posttest control group design. The sample of this study is 26 students of class IV B designated as the control class and class IV D as many as 26 students as the experimental class. The research instrument is in the form of a learning motivation questionnaire with high validity and realism. Data analysis uses SPSS 25, namely descriptive analysis, normality test, paired sample t-test. The results obtained from the pretest and posttest showed a significant increase in learning motivation in the experimental group using animated learning video media compared to the control group
HUBUNGAN HEMOGLOBIN, EATING BEHAVIOUR, DAN TINGKAT KEBUGARAN TERHADAP HASIL ASESMEN FORMATIF DAN SUMATIF PJOK Hidayati, Ika Emirulliah; Wahjuni, Endang Sri; Prihanto, Junaidi Budi
Jambura Health and Sport Journal Vol 8, No 1 (2026): Februari
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37311/jhsj.v8i1.33422

Abstract

Pembelajaran Pendidikan Jasmani Olahraga dan Kesehatan (PJOK) dalam Kurikulum Merdeka menuntut asesmen formatif dan sumatif yang tidak hanya merefleksikan capaian belajar, tetapi juga dipengaruhi oleh kondisi fisiologis, perilaku, dan kebugaran peserta didik. Penelitian ini bertujuan untuk menganalisis hubungan kadar hemoglobin, eating behaviour, dan tingkat kebugaran terhadap hasil asesmen formatif ranah psikomotor dan asesmen sumatif ranah kognitif mata pelajaran PJOK. Penelitian menggunakan pendekatan kuantitatif dengan desain korelasional yang melibatkan 58 siswa kelas unggulan di Madrasah Tsanawiyah Negeri (MTsN) Kota Batu sebagai sampel, dengan pengukuran kadar hemoglobin menggunakan alat Glucose, Cholesterol, Hemoglobin (GcHB), eating behaviour menggunakan kuesioner Adolescent Food Habits Checklist (AFHC), tingkat kebugaran menggunakan Beep Test, serta nilai asesmen formatif dan sumatif diperoleh dari guru PJOK pengampu, sedangkan analisis data dilakukan menggunakan uji korelasi Spearman dan analisis regresi linier berganda. Hasil penelitian menunjukkan adanya hubungan signifikan antara kadar hemoglobin dan tingkat kebugaran dengan hasil asesmen formatif ranah psikomotor, sedangkan eating behaviour tidak menunjukkan hubungan yang signifikan, serta adanya hubungan signifikan antara kadar hemoglobin, eating behaviour, dan tingkat kebugaran dengan hasil asesmen sumatif ranah kognitif, di mana ketiga variabel secara simultan memberikan kontribusi sebesar 24,7% terhadap hasil asesmen formatif dan 30,8% terhadap hasil asesmen sumatif. Temuan ini menunjukkan bahwa kondisi fisiologis, perilaku makan, dan kebugaran jasmani berperan penting dalam mendukung capaian asesmen PJOK, sehingga hasil penelitian dapat menjadi dasar bagi guru dan sekolah dalam merancang strategi pembelajaran dan asesmen yang lebih holistik serta memperhatikan aspek kesehatan dan kebugaran peserta didik.
Korelasi Tingkat Status Gizi terhadap Tingkat Kebugaran Kardiorespirasi pada Peserta Didik SMP Negeri Surabaya Mahdiyyah, Tsarwah; Prihanto, Junaidi Budi
SPRINTER: Jurnal Ilmu Olahraga Vol. 7 No. 1 (2026): SPRINTER: Jurnal Ilmu Olahraga
Publisher : MAN Insan Cendekia Jambi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46838/spr.v7i1.961

Abstract

Cardiorespiratory fitness is one of the main components of physical fitness that is important for the body, using Vo2Max as a measurement tool. Cardiorespiratory fitness is influenced by several things such as physical activity, age, and BMI. Nutritional status is used to anticipate excess or deficiency of nutritional status, this is certainly interrelated with cardiorespiratory fitness. This study aims to determine the relationship between nutritional status levels and cardiorespiratory fitness levels in class VIII at SMP Negeri 34 Surabaya. This study uses a quantitative approach with a correlational research design. The population and sample used are students of SMP Negeri 34 Surabaya with a population of 793, which then uses purposive sampling as a data collection technique with a sample size of 85 respondents. The instrument to assess fitness is the PACER test, while the measuring tool for nutritional status is BMI/U. Hypothesis testing uses the Spearman's Rank Order correlation test. The results of implementing the majority of students have a very low level of fitness in cardiorespiratory fitness (82.4%). While the level of nutritional status shows that the majority of nutrition (62.4%) is good. The results of the study, when analyzed using BMI and inverse, indicated a relationship of -0.340 (P-value 0.001), but when using fitness and nutritional status, there was no significance.
Pengaruh active learning terhadap hasil belajar passing bawah bola voli pada siswa SMP Kurnia, Daniela Putri; Yulfadinata, Afifan; Ridwan, Mochamad; Ningsih, Yuni Fitriyah; Prihanto, Junaidi Budi
Bravo's: Jurnal Program Studi Pendidikan Jasmani dan Kesehatan Vol 14 No 1 (2026): Bravo's: Journal of Physical Education and Sport Science
Publisher : Physical Education Departement of University PGRI Jombang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32682/bravos.v14i1/232

Abstract

The low learning outcomes of students at MTsN 2 Sidoarjo in the subject of underhand passing in volleyball, with only 6.67% of students achieving the minimum passing grade, demonstrate the importance of implementing more effective learning methods that can increase student engagement. The main objective of this study was to determine the effectiveness of the Active Learning Method in teaching underhand passing in volleyball. This study used a quasi-experimental design based on the Nonequivalent Control Group Design model. The study involved two classes selected using purposive sampling, one group with 32 students for the experimental group and the other with 32 students for the control group. The pre-test and post-test results in this study used the same instrument, namely the underhand passing skill test. In this study, the t-value was -0.252 and the p-value was 0.802, both of which were much higher than the level of 0.05. The pre-test scores did not show a significant difference, so both groups had equivalent initial abilities. The experimental group showed a statistically significant improvement after the procedure, producing a post-test score of 55.91, while the control group scored 31.91. The results of the paired sample t-test and independent sample t-test showed that the Active Learning Method significantly improved underhand passing skills. Based on these results, it was concluded that active learning is superior to conventional methods because it allows students to collaborate, receive feedback on their skills, and engage in hands-on practice. Further research should examine alternative learning methods related to sports and include additional factors, such as student engagement and participation, to achieve a more comprehensive understanding of the importance of active learning
Co-Authors Al Akbar, Muhammad Mahdy Anung Priambodo Asri Maharani Danang Ariyanto Endang Sri Wahjuni, Endang Sri Fauzy, dyah Resti Hanifah, A’idah Nur HASANAH APRILIA, NISWATIN Hidayati, Ika Emirulliah Ibnu Febry Kurniawan Khikmah, Khusnia Nurul Kolektus Oky Ristanto Kurnia, Daniela Putri Mahdiyyah, Tsarwah MASLIKAH, SITI Maulana, Dimas Avian Mochamad Ridwan, Mochamad Mochammad Ridwan NANANG INDRIARSA Ningish, Yuni Fitriyah Ningsih, Yuni Fitriyah Oktaviarina, Affi Ridwan, Mochamad Budi Romadhonia, Riska Wahyu Sapto Wibowo Sofro, A'yunin Syah, Ardi Romadhon Vega Candra Dinata Yulfadinata, Afifan