Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education

This study aims to identify students' styles of career choices. The second aim is to investigate what factors influence career choice style. The third aim is to determine whether all students of education programs want to become teachers one day. This research model is a relational model that u...

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書誌詳細
出版年:European Journal of Educational Research
第一著者: Widiyanto; Nurkhin A.; Yulianto A.; Daud N.M.
フォーマット: 論文
言語:English
出版事項: Eurasian Society of Educational Research 2023
オンライン・アクセス:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152660283&doi=10.12973%2feu-jer.12.1.329&partnerID=40&md5=3f270306b725487cd70ef0b6b7fea587
id 2-s2.0-85152660283
spelling 2-s2.0-85152660283
Widiyanto; Nurkhin A.; Yulianto A.; Daud N.M.
Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
2023
European Journal of Educational Research
12
1
10.12973/eu-jer.12.1.329
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152660283&doi=10.12973%2feu-jer.12.1.329&partnerID=40&md5=3f270306b725487cd70ef0b6b7fea587
This study aims to identify students' styles of career choices. The second aim is to investigate what factors influence career choice style. The third aim is to determine whether all students of education programs want to become teachers one day. This research model is a relational model that uses multinomial logistic regression. The research population was Universitas Negeri Semarang (UNNES) students of education programs from five faculties in 2018. The number of people in the population was 4,531, and the participants were 220 students. The data analysis consisted of the multinomial logistic regression method. The results showed that the model met the requirements for use. Factors affecting career decisions are gathering information, locus of control, decision-making speed, and aspiration of an ideal career. Career choice has five styles: rational, intuitive, spontaneous, dependent, and avoidant. Accordingly, the spontaneous style is most commonly used by students. The other result shows that the factor that most influences students in choosing a style is pursuing an ideal career. © 2023 The Author(s).
Eurasian Society of Educational Research
21658714
English
Article
All Open Access; Gold Open Access
author Widiyanto; Nurkhin A.; Yulianto A.; Daud N.M.
spellingShingle Widiyanto; Nurkhin A.; Yulianto A.; Daud N.M.
Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
author_facet Widiyanto; Nurkhin A.; Yulianto A.; Daud N.M.
author_sort Widiyanto; Nurkhin A.; Yulianto A.; Daud N.M.
title Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
title_short Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
title_full Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
title_fullStr Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
title_full_unstemmed Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
title_sort Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
publishDate 2023
container_title European Journal of Educational Research
container_volume 12
container_issue 1
doi_str_mv 10.12973/eu-jer.12.1.329
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152660283&doi=10.12973%2feu-jer.12.1.329&partnerID=40&md5=3f270306b725487cd70ef0b6b7fea587
description This study aims to identify students' styles of career choices. The second aim is to investigate what factors influence career choice style. The third aim is to determine whether all students of education programs want to become teachers one day. This research model is a relational model that uses multinomial logistic regression. The research population was Universitas Negeri Semarang (UNNES) students of education programs from five faculties in 2018. The number of people in the population was 4,531, and the participants were 220 students. The data analysis consisted of the multinomial logistic regression method. The results showed that the model met the requirements for use. Factors affecting career decisions are gathering information, locus of control, decision-making speed, and aspiration of an ideal career. Career choice has five styles: rational, intuitive, spontaneous, dependent, and avoidant. Accordingly, the spontaneous style is most commonly used by students. The other result shows that the factor that most influences students in choosing a style is pursuing an ideal career. © 2023 The Author(s).
publisher Eurasian Society of Educational Research
issn 21658714
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
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