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Nur Chamidah
Departement Of Mathematics, Faculty Of Science And Technology, Airlangga University
Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Environmental Science Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Social Sciences Other

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Journal : JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI

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Pemodelan Penderita Tuberkulosis di Jawa Timur Berdasarkan Pendekatan Geographically Weighted Regression (GWR) Diah Puspita Ningrum; Toha Saifudin; Suliyanto Suliyanto; Nur Chamidah
Jurnal Matematika, Statistika dan Komputasi Vol. 19 No. 1 (2022): SEPTEMBER, 2022
Publisher : Department of Mathematics, Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/j.v19i1.21262

Abstract

Tuberculosis is the 13th trigger of death causes around the world. Even after Covid-19, tuberculosis ranks 2nd as a contagious killer disease. In 2020, Indonesia ranks 2nd out of 8 countries with the highest contributor to tuberculosis sufferers after India. East Java Province is the region with the largest number of tuberculosis cases in order of 8. Tuberculosis cases in East Java in 2020 have decreased, but when viewed from the success rate of treatment of tuberculosis cases per district/city in East Java, it was found that 53% still did not meet the target of 90%. According to (World Health Organization), gender affects the occurrence of tuberculosis disease, where men are more susceptible than women. In finding treatment for all tuberculosis incidents in East Java, the highest patient was male. This study was conducted to model tuberculosis in men in the East Java area. The results of the study prove that the modeling of male tuberculosis in East Java used linear regression and GWR  (Geographically Weighted Regression) obtained the best model was GWR with Fixed Gaussian Kernel weighting, CV value of 5.68, and R2 86.47%. Variables that have a significant effect on male tuberculosis in East Java are BCG immunization for male infants, public places meeting health requirements, youth who smoke tobacco every day, sex ratio, and households with access to proper sanitation facilities.      
Co-Authors A Meylin Achmad Yazid Busthomi Rohim Aditya Syarifudin Akbar Agnes Happy Julianto Ana, Elly Ananda Dwi Andini Sa’idah Anies Yulinda W Anisa Laila Azhar Ardi Kurniawan Ardi Kurniawan Baktiar Aris Belindha Ayu Ardhani Budi Lestari Budi Lestari D Lestari Dhyana Venosia Diah Puspita Ningrum Dita Amelia Eko Tjahjono Elly Ana Fiyadika Amalia Nurizah Azzen I Nyoman Budiantara Kinanti Hanugera Gusti Lilik Hidayati Melati Tegarina Mochamad Rasyid Aditya Putra N. A. Aprilianti Nabila Syahfitri Rahmatika Nadia Murbarani Pressylia Aluisina Putri Widyangga Reiza Sahawaly Salsabylla Nada Apsariny Sediono Sediono Suliyanto Toha Saifudin Trias Novia L. Yasmin Kamila Yolanda Swastika Yolanda Swastika Yonani