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All Journal International Journal of Reconfigurable and Embedded Systems (IJRES) International Journal of Evaluation and Research in Education (IJERE) Jurnal Pendidikan Vokasi Ilmu Administrasi Publik JURNAL ILMIAH MANAJEMEN & BISNIS Khizanah al-Hikmah : Jurnal Ilmu Perpustakaan, Informasi, dan Kearsipan Jurnal Pekommas Jurnal Ad'ministrare: Jurnal Pemikiran Ilmiah dan Pendidikan Administrasi Perkantoran PROFIT : Jurnal Administrasi Bisnis Jurnal Optimasi Sistem Industri Jurnal Administrasi Negara JURNAL PROFESI KEGURUAN Masyarakat, Kebudayaan dan Politik JOIV : International Journal on Informatics Visualization Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal Office CARADDE: Jurnal Pengabdian Kepada Masyarakat Simtek : Jurnal Sistem Informasi dan Teknik Komputer Jurnal Aplikasi Statistika & Komputasi Statistik IJIES (International Journal of Innovation in Enterprise System) Harmony : Jurnal Pembelajaran IPS dan PKN JURNAL TEKNOLOGI INFORMASI JENIUS (Jurnal Ilmiah Manajemen Sumber Daya Manusia) International Journal of Engineering, Technology and Natural Sciences (IJETS) PINISI Discretion Review Jurnal khabar: Komunikasi dan Penyiaran Islam Journal of Public Administration and Government (JPAG) Journal of Contemporary Governance and Public Policy Tolis Ilmiah: Jurnal Penelitian Sosiolium: Jurnal Pembelajaran IPS Interdisciplinary Social Studies Andalasian International Journal of Applied Science, Engineering, and Technology PESAGI (Jurnal Pendidikan dan Penelitian Sejarah) Journal of Social Research COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat Journal of Renewable Energy, Electrical, and Computer Engineering Milkiyah: Jurnal Hukum Ekonomi Syariah Jurnal Ad'ministrare Jurnal Administrasi Publik Prosiding Seminar Nasional Official Statistics PEDADIDAKTIKA: Jurnal Ilmiah Pendidikan Guru Sekolah Dasar Seminar Nasional Hasil Penelitian LP2M UNM Jurnal Pallangga Praja PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND OFFICIAL STATISTICS Jurnal Pengabdian Masyarakat dan Riset Pendidikan Jurnal As-Syar’i: Jurnal Bimbingan & Konseling Keluarga EduInovasi: Journal of Basic Educational Studies Liquidity : Jurnal Ilmu Manajemen dan Bisnis Pinisi Journal of Community Service Journal of Disability Sosiolium: Jurnal Pembelajaran IPS Jejak digital: Jurnal Ilmiah Multidisiplin
Rudi Salam
Universitas Negeri Makassar, Makassar, Indonesia
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Journal : Jurnal Aplikasi Statistika

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Comparison of Binary and Traditional Partial Least Squares Structural Equation Modeling: A Study on The Role of Multidimensional Poverty Dimension to Social Protection in Java Island Bhakti, Diana; Adji, Ardi; Mubarok, Endang Saefuddin; Sukmono, Renny; Salam, Rudi
Jurnal Aplikasi Statistika & Komputasi Statistik Vol 17 No 1 (2025): Jurnal Aplikasi Statistika & Komputasi Statistik
Publisher : Politeknik Statistika STIS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34123/jurnalasks.v17i1.795

Abstract

Introduction/Main Objectives: The traditional Partial Least Squares Structural Equation Modeling (PLS-SEM) method uses an ordinary least squares regression approach that assumes that indicators must have a continuous scale. When the indicators are categorical, the use of traditional PLS-SEM becomes less appropriate. Background Problems: Multidimensional poverty consists of dimensions that are measured by a binary scale. The use of binary PLS-SEM is better than traditional PLS-SEM in modeling the effect of dimensions on social protection on Java Island. Novelty: The use of binary PLS-SEM with factor scores from the item response theory model applied to the role of dimensions of multidimensional poverty to social protection has not been carried out yet. Research Methods: This study introduces binary PLS-SEM, which is modified from traditional PLS-SEM by changing the data input using a tetrachoric correlation matrix. Finding/Results: Empirical results show that the binary PLS-SEM measurement model is better than traditional PLS-SEM. Evaluation of the structural model shows that the path coefficients of binary PLS-SEM are better than traditional PLS-SEM. Both approaches have an overall model fit. The order of multidimensional poverty dimensions that affect social protection are education, living standard, and health.
Co-Authors A. Muhammad Fajar Maulana Abdullah, Asmilah Achmad Listanto Nugroho Adelya Ainur Fatimah Aditya Rahayu Agiskawati, Andi Ahmad Ridwan Ahmad Tamrin Sikumbang Ahmad Wahidiyat Ahmad, Ahsan Aldhi, Muhammad Ali Djamhuri Ali Imron Alimas Jonsa Anastasya , Mauren Andini Putri, Andini Ardi Adji Ardi Adji, Ardi Ardiansyah, Ady Arif Nugroho Aris Baharuddin Aris Baharuddin Aris Bahasruddin Aslinda Aslinda Asmar Ayuning Arsi, Antari Az zuhri, Fahmi Muhammad Azizah, Afidatul Azlinda Saadon Bambang Wiwitono Bhakti, Diana Bur, Marzidi Cotfas, Daniel T Cuong, Vo Hung dahyar daraba, dahyar Daswati Daswati Daud, Restuardy Dayana, Indri Dian Andriani M Dulina Tholibon Duratul Ain Tholibon Dwi Pratiwi Eni Rahamawati Fadlan Siregar, Muhammad Fakhri Kahar Fakhrur Rozi Farid Ridho Farid Said Farid Said, Farid Frans Dione, Frans Habib Satria Hadi, Abdurrahman Haedar Akib Haedar Akib Haedar Akib Haerul, Haerul Hamizah Mokhtar Haprabu, Wiro Harifuddin Harifuddin, Harifuddin Haripuddin . Harisman Yunus Hasanuddin, Iskandar Haslip, M. Azwar Helmi Nurainun Arif Henny Henny, Henny Herlina Sakawati Hermansyah Hermansyah Ibnu Shodiq Ibnu Sodiq Ilmawati Ilmawati Imam Sumantri MS Indra Dharma Wijaya Indri Astuti Irwan Irwan Irwanto Misrun, Muhammad jamaluddin Jamaluddin Jamaluddin Jamaluddin Jamaluddin Jamilah Abd Rahim Jayawarsa, A.A. Ketut Jenih, Jenih Jumadi Jumadi Jumalia Mannayong Kalila Yasarotul Khusna Kartika Indah Permanasari Kemal Sandi Kemala Novriyanti Lia Yuliana Mailin Marali Banjarnahor Masyitah Md Nujid Maulana Junaedi Maya Kasmita Mirdawati Mirdawati Mohammad Iqbal Mohammad Irfan Mufti Mubarok, Endang Saefuddin Muh Nasrullah, Muh Muh. Alfian Muh. Darwis Muh. Nasrullah Muh. Nasrullah Muhammad Faisal Muhammad Guntur Muhammad Ihsan Muhammad Khahfi Zuhanda Muhammad Yazid Muhammad Yusuf Muhlin Muhlin Muhtadiah Hasibuan Mungkin, Moranain Munna, Afzal Sayed Murwani, Sari Indah Nanda Novita, Nanda Nasrullah, Muh. Nastiti Catur Istiqomah Natal Kristion Natal Kristiono nazeemjordan NINING WAHYUNINGSIH Nooraliza, Ayuuk Novia Wahyu Wardani Noviandri, Dian Novirasmita, Novirasmita Nur, Lutfi Nuralim Nursadrina Nursadrina Nurul Jihan Pratiwi Ondy Asep Saputra Pinandita, Mila Kurnia Qoriah, Umi Rafi’i, Muhammad Rahman, Nawir Rahmawati Halim Rasulong, Ismail Renny Sukmono, Renny Rina Setyaningsih, Rina Riska Hayati Risma Niswaty Ritonga, Irham Rivai, Andi Muhammad Rizaldi, Amri M Rosalin, Sovia RR. Ella Evrita Hestiandari Sahrul Said Saggaf Samad, Muhammad Ahsan Sandi, Kemal Sasea, Sanita Carolina Satria , Habib Sawina Sawina Setyawati, Iin Shadiq Sirajuddin Saleh Siti Safirah Rashid Sitti Hardiyanti Arhas Soenarto Soenarto Sopyan, Ence Subianto, Alim Bachri Sukma, Ilin Sulmiah, Sulmiah Sunarsi, Denok Suparman Arif Suprianto Suprianto Suryaningsih, Putri Suyuti, Muh. Rizal Syafii . Syah, Rahmad B. Y. Syakib Arsalam Tadampali, Andi Caezar To Tayeb, Abd. Muhaimin Teuku Umar Tholibon, Duratul Ain Udoudom, Uduak I. Ufi Saraswati, Ufi Ulfa Dwi Batari Wader, Noris Wahidiyat, Ahmad Widyawati Widyawati Yuan Anisa Yusak Maryunianta Zainun Zulkarnaen Zunaira, Zunaira