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Journal : Parameter: Journal of Statistics

GEOGRAPHICALLY WEIGHTED PANEL REGRESSION MODELING ON LIFE EXPECTANCY RATE IN SOUTH SULAWESI Nabila Miftakhurriza; Jelita Zalzabila; Siswanto; Kalondeng, Anisa; Andi Isna Yunita; Ania, Samsir Aditya
Parameter: Journal of Statistics Vol. 4 No. 2 (2024)
Publisher : Fakultas Matematika dan Ilmu Pengetahuan Alam Universitas Tadulako

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22487/27765660.2024.v4.i2.17267

Abstract

Geographically Weighted Panel Regression (GWPR) is one of the panel data regression approaches used in spatial data analysis. This study uses the global Fixed Effect Model (FEM) panel regression model and the local GWPR model to examine Life Expectancy Rate (LER) at the district/city level in South Sulawesi Province in 2019-2021. LER is an important indicator that reflects the health and welfare of the community. This research aims to develop a GWPR model that can explain variations in LER and identify factors that affect that variable, so that it can help stakeholders in allocating resources and designing effective intervention programs. Parameter estimation in the GWPR model is carried out in each observation area using the Weighted Least Square (WLS) method. The calculation of spatial weights in the GWPR model used weighting functions such as fixed bi-square, fixed gaussian, fixed exponential, adaptive bi-square, adaptive gaussian, and adaptive exponential. The results showed that the use of a fixed exponential weighting function gave optimal results with the lowest cross-validation (CV) value of 44,614. Parameter analysis of the GWPR model shows that the factors that affect LER are local and not the same in each district/city in South Sulawesi Province. Factors that have a significant influence include the number of health facilities and households that have access to proper sanitation. This GWPR model has a coefficient of determination of 97,7%. The FEM model has a coefficient of determination of 58,4%. Therefore, GWPR performs LER modelling more effectively than FEM.
Co-Authors Abdul jalil ABDUL ROHMAN Adinugroho, Mukhtar Afif Fariqi Afni Mardhiyah Agus Santoso Agus Subekti Ahmad Djalaluddin Ahmad Muktamar B Ahmad Mustofa Aida Syarif Akhmad Azmiardi Aksa, Ahmad Habiburrohman Albarki, Georona Kusma Aldi Bagas Alex Kurniawandy Alfariziki, Aksal Alfian Ferdiansyah Alianse, Rizka Tri Alma, Ahmad Faizin Amalia, Riezky Amir Amri Abdulah Andi Isna Yunita Andy Hendri, MT, Andy Ania, Samsir Aditya Aqoma, Havid Ardika Nurmawati, Ardika Ari Saputro Ari Sudewo, Fajar Arifianto, Deny Aseta, Pandu Atang Sutandi Atiqullah Barori, Fadhlurrahman Rafi Baskoro, Andhi Basuki Sumawinata Benny Hamdi Rhoma Putra Budi Usodo Bugie M.H. Kusumohartono Cahyono, Bowo Eko Dafiki, Abdullah Dakhlan, Akhmad Darim, Abu Darmono Taniwiryono Defi Muslimah, Defi Muslimah Devangga Putra Adhitya Pratama Dewi Fortuna Ayu Dewi, Yossie Kharisma Diaz Kristiananda, Andreas Diki Nugroho Dimawarnita, Firda Dini Anggraini, Dini Dita Permatasari Djaksana, Yan Mitha Djati Kusdiarto Dominikus Rato Dwi Damar Andriyani Edi Yusuf Adiman Edy Hariyadi edy santosa, purnama Eli Trisnowati Endang Widyastuti Endang Yektiningsih, Endang Erna Agustina Yudiati Erniyawati Mustaqomah, Erniyawati Erwin Aditya Pratama Fahrezi Taufiq, Fariz FAHRIANOOR Faiz Alfan Hamdan Maulana Akhmad Faisal Falah, Mohammad Bachrul Faramitha, Yora Fatma Riyana Feri Hari Utami, Feri Hari Fredricka, Jhoanne Gata, Windu Grace Gata, Grace Gussevi, Sofia Haerunnisak Happy Widiastuti Hari Prasetyo, Basuki Harry Dias Darmawan Harry Widianto Hartono, Rudi Haseng, Adrialdi Hasriadi Hay's, Riyan Naufal Henda Ageng Rasena Hendra Taufik Herlin Munthe Hermawansa Herning Suryo Heru B. Pulunggono Heru S.P. Saputra Hidayat, Muhamad Taufiq Hidayat, Muhammad Nizar Horas Saut Maringan Hotma Ria Br Regar Hukubun, Mariana Ditboya Husni Mubarok Ida Ayu Putu Sri Widnyani Ikrar Pramudya, Ikrar Ilham, Mochamad Imam Asmarudin Imam Sujadi Indrayani Indriani, Frida Indriasari, Evy ISNI UTAMI Ivan Wagner Jelita Zalzabila Kalondeng, Anisa Kanedi , Indra Kania Pusriani Amalia Khilmi, Nala Khusnul Ain Kindriari Nurma Wahyusi Kurniati, Eli Kurniawati Kusumapradja, Rokiah Kuswanto Laili Syarifa Laksmindra Fitria Leila Kalsum Lia Nuralia Lilis Yuliati Lucky Indrati Utami Lukmanul Hakim Lumbantoruan, Neny Santy Jelita M. Adi Kulsum M. Dito Alriza P W Madani Hatta Madi Hartono Mahroos, Rifda El Mang, Meysyarini Mardani Sebayang Mardhiyah, Nurul Marleno, Risma Marsono Masruroh1,2, Ah Yusuf3 , Nikmatur Rohmah4, Irfansyah Baharudin Pakki5 , Anita Dewi Prahastuti Prasojo6 , Qurnia Andayani1 , *Agung Dwi Laksono7 Massie, Joshua Maulidina, Mira Megasari, Aisyah Darti Melfrianti Romauli Meliala, Andreanyta Milda Dwi Lenita Moh Romzi Mohammad Thoha Mugiyono Muh Mukhsin Muh. Amri Arfandi Muhamad Syahwildan Muhammad Anif Muhammad Hikam Muhammad Ikhwan Muhammad Mirandy Pratama Sirat Mukhid, Abd Mulia Martini Mutmainnah Muyladi, Dodi N. N. W. Triana Nabila Miftakhurriza Nadira Adristi Amaradinka Naim, Tanti Asrianti Najakha, Ellen Oktavia Hanim Nanang Saptono Nandini, Atika Narwidina, Paramita Natajaya, Andrean Noer Rahmi Ardiarini, Noer Rahmi Nofita, Dian Nufa, Nufasilul Ayati Nugraha, Adam F Nugroho, Gabryna Auliya Nur Faiqah Nalini Nur Faizah Nur Hasnah AR Nur Hidayah Nurna Aziza Nurzakiyah, Kiki Rizki Oetomo, Wateno Ony Thoyib Hadiwijaya Pamungkas, Andini Siwi Pangestu, Leni Setya Panjaitan, Renova Permatasari, Perwira Annissa Dyah Prasetyaningsih Pratama, Charis Pricillia Siahaan, Ellecia Prihartini Widiyanti Priyo Utomo Purnomo Eddie Sasongko Purnomo Edi Sasongko Putra, Ean Deka Putro, Dedy Tri Wahyudi Suryo Queen Tsamara, Vienes Radia Sultan Rahmaningsih Mara Sabirin Rakhmat Ari Wibowo Riefky Sungkar Rifqi Muhammad Riftyan, Emma Rimadyna k Ririn Angriani Risva Rizky Kurnia Manggala Rizqy Ridho Prakasa Rochim, Achmad Nur Rohman, Muchammad Nurur Roihan Mohamad Iqbal Rusdianasari Rusdianasari Rusyanti Ryanto, Aria Kusuma Yuda Saeful Anwar Saefurrohim, Muhamad Zakki Sahrudin, Muhammad Irfan Maulana Saiful Hadi Samsuddin Setio, Slamet Setyawan, Bimo Setyo Utomo Sholeh Siswohadi Siti Maimunah SITI MARIA ULFA Sity Maryamah Sofwan Noerwidi Sri Hermuningsih Sri Suharyati Subandi Sudesty, Shellya Puti Suhariningsih Sukarman SUPRAYITNO Supriyadi Suryani Dyah Astuti Susilo, Yunus Sutanto, Dedy Syahrul Kurniawan Syamsul Arifin Tarissa Diandra Putri Wibowo Tatik Trisnowati Tedi Purbangkara Titik Maslikatin Tiyas Vika Widyastuti Tomasoa, Yellia TRI HARTITI Undari Nurkalis, Undari Usman Radiana Usman, Jamiludin Vidila Rosalina Vilonika Br Napitupulu Wafa, Muhammad Sirril Wahyu Febriani Wahyu Pramusinto Wahyu Purwaningsih Wahyul Falah Wijayanti, Margaretha Yuni Wijayanti WINARNO Winda Indriani Wiwik Wida Farwati Yaqubi, Ahmad Khalil Yohanna Lilis H Yonatan Yosi Aprilani Br Perangin Angin Yudha Adytama, Ahmad Yuliazmi, Yuliazmi Yurievna, Gritcenko Lyubov Yusmarini Yusmarini Yusni Maulida Yusuf Maulana