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All Journal Kreano, Jurnal Matematika Kreatif-Inovatif Lentera Pendidikan : Jurnal Ilmu Tarbiyah dan Keguruan Jurnal Pendidikan dan Pembelajaran Sains Indonesia (JPPSI) M A T H L I N E : Jurnal Matematika dan Pendidikan Matematika Jurnal Pendidikan dan Pembelajaran Sains Indonesia (JPPSI) Al asma : Journal of Islamic Education Alauddin Journal of Mathematics Education (AJME) LOSARI: Jurnal Pengabdian Kepada Masyarakat Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat Pedagogy : Jurnal Pendidikan Matematika Nanggroe: Journal Of Scholarly Service Seminar Nasional Hasil Penelitian LP2M UNM Nanggroe: Journal of Scholarly Service Kreano, Jurnal Matematika Kreatif Inovatif Journal of Mathematics, Computation and Statistics (JMATHCOS) Issues in Mathematics Educations (IMED)
Tampa, Alimuddin
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Journal : Journal of Mathematics, Computation and Statistics (JMATHCOS)

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Modeling Geographically Weighted Negative Binomial Regression on The Incidence of Adolescent Smoking in Indonesia Patasik, Ghadytha Marie Lucia; Sanusi, Wahidah; Tampa, Alimuddin
Journal of Mathematics, Computations and Statistics Vol. 8 No. 1 (2025): Volume 08 Nomor 01 (April 2025)
Publisher : Jurusan Matematika FMIPA UNM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/jmathcos.v8i1.7262

Abstract

This study aims to determine the significant factors affecting adolescent smoking cases in Indonesia with the Geographically Weighted Negative Binomial Regression model. The research method uses a quantitative approach to identify the relationship of each variable and analyze the effect of a treatment. Data analysis was processed using the GWNBR model with the help of R-Studio. The results showed that the case of teenage smoking experienced overdispersion of data with factors that had a significant effect, namely the percentage of poor people, the level of education of parents, the price of cigarettes, the level of income and the percentage of working teenagers, with factors that had a significant effect spatially, namely the percentage of poor people and the percentage of working teenagers. So it can be concluded that the spatial pattern of smoking incidence in Indonesia based on the results of the spatial heterogeneity test shows significant variation across provinces, so that the spatial pattern of the incidence of adolescent smoking is heterogeneous.
Co-Authors Adi Sulaiman M.Siddiq Ahmad, Asdar Alimuddin, Fauziyyah Alimuddin, Nurul Fadhila Andi Dian Angriani Andi Dian Angriani, Andi Dian Assaaf, Said Fachry Chen, Wen-Haw Firdaus, Andi Mulawakkan Hamzah Upu Hasan, Nursakilah Helmi Helmi Hisyam Ihsan Ikram, Muhammad Ilham Minggi Ja’faruddin, Ja’faruddin Ja’faruddin, Ja’faruddin Kiky Nakesya A.S Layly, Saadah Muh Tawil, Muh muh. Tawil Nurhayati Nurhayati Patasik, Ghadytha Marie Lucia Ramadhany, Nuramaliyah Rusnah Soleha, Nur Inayah Sukarna Sulleng, Ofra Maylin Syamsuddin Mas'ud Wahidah Sanusi Wahidin Ashari, Nur