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Dina Prasetyowati
Univeritas PGRI Semarang
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Journal : Jurnal Gaussian

 1 
PENERAPAN REGRESI COX UNTUK MENGANALISIS VARIABEL YANG BERPENGARUH TERHADAP DURASI STUDI MAHASISWA Wulandari, Dewi; Widyastuti, Rhoudhotul; Prasetyowati, Dina
Jurnal Gaussian Vol 13, No 1 (2024): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.13.1.88-98

Abstract

One aspect that concerns stakeholders in a university is the study duration of students because this is one of the determinants of the quality of a university. In the Mathematics Education study program, at Universitas PGRI Semarang, there has never been any research on the length of study of students. So we conducted this study to determine the factors that significantly influence students' study duration. We applied Cox regression to data on students of the Mathematics Education study program at Universitas PGRI Semarang from entering 2017 until graduating in various years from 2021 to 2023 with predictor variables of Cumulative Achievement Index, gender, parental educational background, and student’s participation in the organizations. These data were collected using a questionnaire and data triangulation was confirmed through interviews. Meanwhile, the students’ study duration data is the secondary data that has been documented in the information system of Universitas PGRI Semarang. Analysis using Cox Regression is very suitable for the case study in this study because the dependent variable in this study is survival data. In addition, Cox Regression is known as a method that is relatively easy, simple and does not require survival data to have a certain distribution. From the analysis results, it was found that the Cumulative Achievement Index is the factor that has the most significant influence on the length of student study. 
Co-Authors Abd. Rasyid Syamsuri Achmad Buchori Adhi Kusmantoro Afifah, Isna Nur Agata Dwi Marshella Agnita Siska Aini, Rahma Nur Akbar, Moch. Arif Maulana Akhmad Affany Bintang Prayoga Alfianurrohmah, Yuli Ali Shodiqin Aliefia Arina Rahmawati Alifia Nur Haliza Putri Aries Tika Damayani, Aries Tika Aristiana Sari, Lia Ayu, Angela Astrid Stelladiba Cindy Azzah Nayla Bakti, Siti Maisyaroh Buchori , Achmad Budiawan, Raden Yusuf Sidiq Choirul Huda Christina Purwaningsih Damayanti, Eva Kurnia Dewi Wulandari Dhian Endahwuri, Dhian Djoko Purnomo Dwi Sartika, Dwi Dwi Setyaningsih Esti Utami, Rizky Farida Nursyahidah Fine Reffiane Fitri Lestari, Fitri Genit Anggarawati Gunarto Habsari, Novi Handayani, Sri Hastuti Retno Hanum Fajar Susanti Hartati Hartati Harto Nuroso Heni Purwati Hesty Wahyuni Hidayah, Farisha Nur Ika Menariati Ika Puspita Agustiani Ilyun Navida Indah Anggraeni, Indah Indriyani, Nida Naufi Intan Indiati Ipah Budi Minarti Ipah Budi Minarti Irene Andita Purnamasari Jamhari Jamhari Joko Siswanto Joko Sulianto . . Junaedi, Sony Kalimatussya'diyah, Siti Kartinah Kartinah Kartinah Kartinah, Kartinah Khoirunisa, Jihan Afifah Kusumantoro, Adhi Kusumawati, Nela Dwi Lilik Ariyanto Listiana, Rizka Dwi Lukman Harun Maranatha, Maranatha Mar’atusholihah, Herlinda Mei Fita Asri Untari Mia Wulansari Mufidah, Ratna Muhammad Ainun Niam Muhammad Prayito Muhammad Saifuddin Zuhri Mujiana, Dewi Maryamitha Naimah, Nur Hidayatun Nasyihah, Fia Ngatiman, Muhammad Hilmi Zakaria Nikmah, Ulin Niswatun Hasanah Nizaruddin Nizaruddin Noviana Dini Rahmawati Noviana Dini Rahmawati, Noviana Dini Nur Laela Dewi Nur, Alfin Febrian Nurfitriani, Anisa Prameswari, Amalia Mivarda Prawitasuri, Chintya Dewi Prihastuti, Anggraini Purnamasari, Irene Andita Purwosetiyono, FX Didik Puspita Agustiani, Ika Puspitasari, Asri Paramita Putri, Zhafarina Maulida Qodriyah, Vivit Lailatul Rafika Nuriafuri Rafika Nuriafuri Rahma Rizky Sukma Rasiman Rasiman . Rasiman Rasiman Rasiman Rasiman Rizki, Layla Maulidia Rizky Esti Utami, Rizky Esti Rohmana, Aulia Novia Rosita, Martina Sadiyo Safira, Ulya Saidah, Inarotus Santosa, Cindy Indrawati Saputri, Meida Gesti Senowarsito, Senowarsito Setiawan, Agus Setiawan, David Firna Setiawati, Indra Setyaningrum, Devenia Herin Shafira Firdaus Sarjono Sholekhah, Zakiyatus Siti Fatimah Siti Maisyaroh Bakti Pertiwi Siti Maisyaroh Bakti Pertiwi Sudargo Sugiyanti Sugiyanti Sugiyanti Sukamto Sumarno . Sunandar Sunandar Supandi Suraida Suraida Sutrisno Sutrisno Suwarno Widodo Titik Haryati Trisnawati, Yulia Ika Umiyati, Rini Wakhyudin , Husni Widya Kusumaningsih Widyastuti, Rhoudhotul Wijayanto, Mahmud Tri Windasari, Ike Yuliana Wulansari, Mia Yanuar Hery Murtianto Yanuar, Taufik