Logistic regression model to study the most important factors that affect students' academic commitment : a case study on Imam University students
Author
Source
Journal of Commercial and Environmental Studies
Issue
Vol. 12, Issue 1 (31 Jan. 2021), pp.248-278, 31 p.
Publisher
Suez Canal University Faculty of Commerce
Publication Date
2021-01-31
Country of Publication
Egypt
No. of Pages
31
Main Subjects
Topics
Abstract EN
The research aimed at studying the factors affecting students' academic commitment using the method of logistic regression, Clarify their characteristics, and the maximum likelihood estimation MLE used to estimate the parameter of the model for a study of a sample of 1580 students.
The characteristics of the logistic regression model, the method of constructing the regression model, and the method of estimating its parameters were highlighted.
The study showed the effectiveness of the logistic regression model to measure the factors that affect the academic commitment of Imam Muhammad University students, such as gender, culture, family environment, type of public or private high school, their location, academic advisor.
The most important factors affecting students 'academic commitment (age, Admission point test at university, Social environment, and finally the students' follow-up to the academic advisor), also confirmed that the academic commitment of female students is better than the academic commitment of male students.
American Psychological Association (APA)
Ali, Karimah Ahmad al-Sayyid. 2021. Logistic regression model to study the most important factors that affect students' academic commitment : a case study on Imam University students. Journal of Commercial and Environmental Studies،Vol. 12, no. 1, pp.248-278.
https://search.emarefa.net/detail/BIM-1221422
Modern Language Association (MLA)
Ali, Karimah Ahmad al-Sayyid. Logistic regression model to study the most important factors that affect students' academic commitment : a case study on Imam University students. Journal of Commercial and Environmental Studies Vol. 12, no. 1 (2021), pp.248-278.
https://search.emarefa.net/detail/BIM-1221422
American Medical Association (AMA)
Ali, Karimah Ahmad al-Sayyid. Logistic regression model to study the most important factors that affect students' academic commitment : a case study on Imam University students. Journal of Commercial and Environmental Studies. 2021. Vol. 12, no. 1, pp.248-278.
https://search.emarefa.net/detail/BIM-1221422
Data Type
Journal Articles
Language
English
Notes
-
Record ID
BIM-1221422