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All Journal Kubik Sinkron : Jurnal dan Penelitian Teknik Informatika JMM (Jurnal Masyarakat Mandiri) Jambura Journal of Mathematics Psikologi Konseling: Jurnal Kajian Psikologi dan Konseling KUBIK: Jurnal Publikasi Ilmiah Matematika JURNAL RECTUM: Tinjauan Yuridis Penanganan Tindak Pidana Yayasan Cita Cendikiawan Al Khwarizmi Djtechno: Jurnal Teknologi Informasi Majalah Ilmiah UPI YPTK Jurnal Pengabdian Masyarakat Gemilang (JPMG) Indonesian Research Journal on Education Innovative: Journal Of Social Science Research Tekmulogi: Jurnal Pengabdian Masyarakat Deli Sains Informatika
Nurul Ain Farhana
Universitas Negeri Medan
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Journal : Kubik

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Logistic Regression Analysis to Determine Factors Influencing Career Choices of Undergraduate Alumni: Analisis Regresi Logistik untuk Menentukan Faktor-Faktor yang Mempengaruhi Pilihan Karir Lulusan Sarjana Perguruan Tinggi Febrian, Didi; Harliana, Putri; Farhana, Nurul Ain
KUBIK Vol 10 No 2 (2025): IN PRESS
Publisher : Jurusan Matematika, Fakultas Sains dan Teknologi, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/kubik.v10i2.45050

Abstract

An undergraduate alumni has three career choices, namely work, postgraduate study or entrepreneurship. The success of an alumni's career is not only influenced by academic knowledge, but also by other factors that reflect the individual's personal and professional abilities. These factors are certainly obtained from the experiences that the alumni have gone through while studying for their undergraduate program. The respondents of this study were 100 undergraduate alumni of Universitas Negeri Medan in 2021 and 2022. This study aims to determine the effect of GPA (X1), study period (X2), number of achievements (X3), organizational activity (X4), work intensity during undergraduate (X5), and TOEFL score (X6) on alumni career choices (Y). In logistic regression analysis, the independent variable must have at least two categories so that the alumni's career choices (Y) are working (0) and postgraduate study (1). The results of the study showed that only the work intensity factor during S1 (X5) and TOEFL score (X6) had a significant influence on alumni career choices. The Logistic Regression Model based on the influential variables was . The percentage of model accuracy can predict correctly by 72.0%.
Co-Authors Adidtya Perdana Adidtya Perdana, Adidtya Adrianto, Ilham Anjelus Nadaha Duha Ardiantito, Wahyu Aritonang, Anggi Pasha Aulia, Ilmi Azizi, Muhammad Farhan Azmi, Khoiriyati Dian Septiana DIdi Febrian Eldora, Felicia Fadilah, Putri Maulidina Fadilah, Putri Mauliidna Ginting, Puspa Arinda Ginting, Rafael Lisinus Ginting, Sindi Rahmadhani Gultom, Ledy Meva Tiurma Handoko, Divi Hasibuan, Valen Silvana Ichwanul Muslim Karo Karo Kanaya, Nayla Yasyra Kanaya, Niquita Sepha Kartika, Dinda Lasker Pangarapan Sinaga Lubis, Dara Muna M. Zulfikar Pinem Manihuruk, Oliver Juan Manulang, Sudianto Manullang, Maria Ayuni Isabella Manullang, Sudianto Maulida Surbakti, Nurul Maulidina Fadila, Putri Maulidina Fadilah, Putri Muthiah, Ade Naila Nurjannah, Annisa Nurul Maulida Surbakti Ramadhan, Rizki Agung Ruswan Nurmadi Saragih, Anggi Nur Ananda Siagian, Yerikho Aprilio Sibarani, Mikhael Agus Tua Siboro, Alio Hutaperi Silvina, Nur Simanjuntak, Christina N Simanjuntak, Natalia Anggriani Simbolon, Taing Pebrieni Siregar, Yunita Sari Sitanggang, Agnes Miranda Sitanggang, Santa Falare Situmorang, Audrey Sri Dewi T. Sofia Chairani Tampubolon, Rafael Tarigan, Adelia Br Tri Annisya Aini Nst Tumanggor, Abednego Pradja Wibowo, Anastasya Putri