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Jaka Nugraha
Department Of Statistics, Faculty Of Mathematics And Natural Sciences, Universitas Islam Indonesia
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Journal : Jurnal Riset Kesehatan Poltekkes Depkes Bandung

 1 
THE NEGATIVE BINOMIAL REGRESSION APPROACH IS MORE APPROPRIATE FOR IDENTIFYING TUBERCULOSIS RISK FACTORS (DATA ANALYSIS OF MADIUN AND PONOROGO DISTRICTS) Muktiwijaya, Aldi Wilaga; Nugraha, Jaka
JURNAL RISET KESEHATAN POLTEKKES DEPKES BANDUNG, Online ISSN 2579-8103 Vol 17 No 2 (2025): Jurnal Riset Kesehatan Poltekkes Depkes Bandung
Publisher : Poltekkes Kemenkes Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34011/juriskesbdg.v17i2.2878

Abstract

Tuberculosis is an infectious disease caused by the bacterium Mycobacterium Tuberculosis and remains a serious health problem in Indonesia, including in Madiun and Ponorogo Regencies. The trend of tuberculosis cases in these two regions has shown a significant increase since 2021, despite a previous decline. This study aims to identify the factors affecting the number of tuberculosis cases in both regencies and evaluate the most suitable analysis method between Poisson regression and Negative Binomial regression. The Negative Binomial regression model is used to address the issue of overdispersion, which occurs when the data variance is greater than the mean, leading to inaccuracies in using Poisson regression. The results show that in Madiun Regency, significant factors influencing the number of tuberculosis cases include high altitude, the population of productive age, and good sanitation access. Meanwhile, in Ponorogo Regency, significant factors affecting tuberculosis cases include high altitude, the population of productive age, and the number of healthcare workers. Model evaluation indicates that Negative Binomial regression is more appropriate than Poisson regression due to its ability to handle overdispersion.
Co-Authors AA Sudharmawan, AA ACHMAD FAUZAN Achmad, Sarifa Ade Eka Anggraini Andi Wafda Anik Kurnia Ningsih ARIANTI, ANA ARINI HANDAYANI, FARAH Arum Pujiastuti ARUMA NURFITRIANA, MEGA Azizah - Azizah, Istighfarin Rochmatul Azlyna, Via Nur BIMA SAKTI, MUHAMAD Bima Yatna Anugerah Ramadhani Brillian Rosy BUDI SETIAWAN Chandrasari, Agnes Monica Dwi Choirul Nikmah CHURRIYAH, UCI Devi Ratnasari Dhomas Hatta Fudholi Durinta Puspasari Dwirana, Adinda Bilqisth Dzakiyyah, Nuraini Effendi, Muhammad Idris Faza Muhammad Sukarsono Febrika Yogie Hermanto Febriyanti, Syintya FITRI LISTIANI, ARUM Fitri Nugraheni Gunawan, Firli Putri Hablinawati, Laela Handini, Han Tantri Hasan Basri Hazmi, Chelsea Refma Valmay Al Imtitsal Puspa Wahyu Nabillah Irwan Nuryana Kurniawan Is Fatimah Isoliani, Ines Etha KURNIAWATI DWI SAFITRI, AGUS Kusdi Rahardjo Latifah, Ambayun Lestari, Ika Dwi M.Rahmat Ramadhan Maharani, Shania Puspita MAITA SARI, DITA Meisyaroh Catur Wulandari Meylia Elizabeth Ranu Muhammad Arif Muhammad Hasan Sidiq Kurniawan Muhammad Muhajir, Muhammad Muktiwijaya, Aldi Wilaga Ninda Firnia Febrinda NIRWANASARI, YULI Nurjanah, Rita NURUL HIDAYAH Octavia, Agnes Christa Belliem Orlensyah, Ira Ouariach, Fatima Zahra Ouariach, Soufiane PRATIWI ANGGUNTARI, YUSI Prawesti, Inna Purnama Sari, Yuni Putrawan, Syach Fitra Wahyu Putri Avrilusita, Cinta Davia Rachmad Febrian Radeni Sukma Indra Dewi Rani, Lala Aulia Sanria Ratna Ekawati Rern Jay Hung Rern-Jay Hung Reza Maulana Riska Pristiani rohmawati, erna Safitri, Anna Nur Sahira Zandi, Ahmad SAIFUL ISLAM, ZAKKY Sari, Yuni Purnama Shirly Rizki Kusumaningrum siti wulandari Sri Haryatmi Sri Haryatmi Sri Haryatmi Sugesti, Anggun Suhadak Suhadak Suryo Guritno suryo Guritno Susanti, Erik Syahputri, Raissa Ayuni Tarsono Tarsono Triesninda Pahlevi Uray Hety Humaira Wananda, Titania Tasya Wardani, Vindi Kusuma Wicaksono, Samsiar Tri Bagus Zhumrotul Muniroh