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Journal : Sciencestatistics: Journal of Statistics, Probability, and Its Application

Simulation and Analysis of Gamma Distribution in Assessing Delay Rate Completion of the Curriculum in Schools Sari, Reni Permata; Muhammad Ihsan Dacholfany; Amir Khushk; Wardhani Utami Dewi
Sciencestatistics: Journal of Statistics, Probability, and Its Application Vol. 3 No. 1 (2025): JANUARY
Publisher : Universitas Muhammadiyah Metro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24127/sciencestatistics.v3i1.8158

Abstract

Completion of the curriculum on time is one of the important indicators of the success of the learning process. However, various factors such as material difficulty and external distractions often cause delays in curriculum completion. This study aims to model the delay in curriculum completion using Gamma distribution, with the research location at SMP Negeri 1 Melinting, East Lampung. Primary data is obtained from schools, while secondary data comes from related literature. This study uses Monte Carlo simulation based on Gamma distribution with the parameters of mean delay () and degree of variance (). The results showed an average delay of about 2.4 weeks, with the Gamma distribution matching the actual data based on the Kolmogorov-Smirnov test. These findings suggest that the Gamma distribution can be an effective prediction tool for modeling curriculum completion delays. Managerial recommendations include the preparation of flexible schedules and the use of simulation models for risk mitigation. This research contributes to education managers in designing better time and resource management strategiesCompletion of the curriculum on time is one of the important indicators of the success of the learning process. However, various factors such as material difficulty and external distractions often cause delays in curriculum completion. This study aims to model the delay in curriculum completion using Gamma distribution, with the research location at SMP Negeri 1 Melinting, East Lampung. Primary data is obtained from schools, while secondary data comes from related literature. This study uses Monte Carlo simulation based on Gamma distribution with the parameters of mean delay () and degree of variance (). The results showed an average delay of about 2.4 weeks, with the Gamma distribution matching the actual data based on the Kolmogorov-Smirnov test. These findings suggest that the Gamma distribution can be an effective prediction tool for modeling curriculum completion delays. Managerial recommendations include the preparation of flexible schedules and the use of simulation models for risk mitigation. This research contributes to education managers in designing better time and resource management strategies
Co-Authors ., Rina Yati AA Sudharmawan, AA Abdul Wahab Adi Susanto Afdal Mazni Agus Sutanto Agus Sutanto Aini, Lia Qurotul Aisyah Khumairo, Aisyah Ajir, Ikhtiar Cahya Al Faqih, Handini Lutfiana Alli Nurdin Aminin, Sudirman Amir Khushk Aprianto, Tomi Agung Aprida Kurnia Lestari Apriyani, Hikma Ardiwansyah, Bayu Ariyati Ariyati Astuti, Rubiyah Astuti, Vivin Refi Bagus Ragil Pratama Bambang Ismaya Bambang Rudianto Bambang Suhada Bambang Suhada bella, maulina amana Cahaya Khaeroni Cahaya Khaeroni, Cahaya Cahyono, Heri Chairul Anwar Choirul Anwar Dami, Sudarman Devina Putri Sari Dwi Nurhayati, Dwi EKO YULIANTO Fadillah , M. Kharis Fadillah, M. Kharis Fadli, Muhammad Rijal Farid Pathurrahman Febriana, Wahyu Fiky Fajarudin, Fiky Frida Amelia Pratiwi Handini Lutfiana Al Faqih Harjoko, Harjoko Harlinda Syofyan Hasan, Chandra Heri Cahyono Hesti Winingsih Imran Latif Saifi islahudin, Ahmad noor Iswati Iswati Iswati Iswati Iswati Iswati Iswati, Iswati Juhri AM Junizar Junizar Kamaruddin, Ilham Kesuma, Muhammad Ilham Jaya Khofsah, Ani Krisnanto, Wayan Fedri Kuliyatun Mahfudin, Sidik Marzuki Marzuki Marzuki Noor, Marzuki Masliana, Indah Maya Ariani, Maya Muhammad Bhakti Syuhodo Muhammad Makhrus Saadon Muhja, Zainal Abidin Mujiono Mukh Nursikin, Mukh Muslihat, Muslihat mustaqim, wahyu Muzzeki, Muzzeki Nedi Hendri, Nedi NI PUTU AYU KARTIKA SARI DEWI Nico Finandi Asnawi Nining Surya Ningsih Nur'aini, Nur'aini Nurmalina Nurmalina, Nurmalina Nyoto Suseno Oktarina Handayani Oktavia, Berliana Oktavianti, Sinta Paryadi Paryadi, Paryadi Patti, Ricksa Risalah Prasetya, Teddy Eka Pratama, Bagus Ragil qotimah, iik ragilia Rahmi, Hanifatul Rais, Rinovian ranti, rika dwi Ratih Kusumastuti Renci Renci Retnowati Retnowati Reza Pan Utami Reziki, Yunia Sari Rika Wulandari Riyanto Riyanto Riyuzen Praja Tuala rosidha, nety RUBIATUN, RUBIATUN Rubiyah Astuti Rusdiyanto Rusdiyanto, Rusdiyanto Sabariah Sulaiman Sari, Dwi Harum Puspa Sari, Indah Nur Bella Sari, Misalia Sari, Reni Permata Sinta Oktavianti Siti Marpuah, Siti Srihayati, Desi Subardi, Subardi Bardi Sudarman Dami Sudarman Sudarman Sudirman Aminin Sudirman Sudirman Suhardi Suhardi Suharto Suharto Suharto Suharto Sujino Sujino Supriatna, Dasep Suprihatin, Curlenius Tentren Sutanto, Agus Sutrisni Andayani, Sutrisni Suyitno, Margiyono Syaiful Anwar Tira, Deviarbi Sakke Tri Hari Hidayah Tri Mardiana Tusriyanto Tusriyanto Wahyu Setiawan Wakit, Saipul Wardhani Utami Dewi Widhiya Ninsiana Widhiya Ninsiana, Widhiya widiastuti, novita Winingsih, Hesti Wulandari Wulandari Yansyah, M. Eko Juli yanto, ri Yayat Suharyat Yuli Tri Indrawati Yuli Yanti Yuliansyah, Iwan