BINARY LOGISTIC REGRESSION ANALYSIS FOR THE RELATIONSHIP OF AN UNDERGRADUATE STUDY CHOICE AT PHIBUNSONGKHRAM RAJABHAT UNIVERSITY WITH VARIOUS FACTORS

Authors

  • Saranya Thongsook Faculty of Science and Technology, Pibulsongkram Rajabhat University,Phitsanuloke
  • Sophana Somran Faculty of Sciences and Agricultural Technology, Rajamangala University of Technology Lanna

DOI:

https://doi.org/10.14456/lsej.2022.24

Keywords:

Binary logistics regression, Opportunities for further study, Pibulsongkram Rajabhat University, Model averaging

Abstract

Currently, the relationship studying of various factors affecting the choice of bachelor's degree in the university is a matter of interest from universities because of the continually rising competition in the higher education market. Therefore, this research is to study the construction of a binary logistic regression model for factors influencing the choice of undergraduate studies at Phibunsongkhram Rajabhat University. The results showed that choosing to study at the bachelor's degree at Phibunsongkhram Rajabhat University was related to the influence factors for decision making which came from a public relations university for an undergraduate education admission by using a public relations through a guidance teacher / website / billboard / radio or television (FIUP) and the influence factors for decision making which came from the university was recommended or supported  by parents / relatives / teachers / seniors or friends. (FIRS). The model can be written as follows:

gif.latex?P(\widehat{Y}=1)&space;=&space;\frac{\mathrm{}&space;e-3.76+0.97*FLUP+0.73*FLRS}{\mathrm{1}&space;+E-3.76+0.97*FLRS+0.73*FIRS}

References

Bilder CR, Loughin TM. Analysis of categorical data with R. A Chapman & Hall Book. NW: CRC Press; 2015.

Kitpreedapurasit B. Research methods in social sciences. Bangkok: B&B Publishing; 1992.

Sule BO, Saporu FWO. A logistic regression model of students’ academic performance in University of Maiduguri, Maiduguri, Nigeria. Mathematical Theory and Modeling 2015;5(10):2224-5804.

Hamers Y. Predicting student enrollment logistic regression on attended marketing events. Masterof Data Science: Business and Governance, Tilburg University; 2017.

Liman L, Panoh P, Jeway A. Factors influencing decision-making to study at the faculty of education, prince of Songkla University Pattani Campus. Journal of Education, Prince of Songkla University 2013;24(2):104-118.

Oates K.S. A logistic regression analysis of score sending and college matching among high school students. Doctor of Philosophy degree in Psychological and Quantitative Foundations, The University of Iowa; 2015.

Rak UT. Decisions to study at kanchanaburi rajabhat university of full-time students, academic year 2013, Master of Business Administration, Department of Business Administration, Kanchanaburi Rajabhat University; 2014.

Soon J-J. The determinants of students' return intentions: A partial proportional odds model. Journal of Choice Modelling 2010;3(2):89-112.

Thongsook Y. Factors affecting admission to vocational certificate programs electrical engineering branch, Siam Technology School. Master of Business Administration, Department of Business Administration, King Mongkut's University of Technology North Bangkok; 2008.

Wanichbancha K. Advanced statistical analysis with spss for windows. Chulalongkorn Univesity. Bangkok: Samlada Printing; 2007.

Downloads

Published

2022-09-09

How to Cite

Thongsook, S., & Somran, . S. . (2022). BINARY LOGISTIC REGRESSION ANALYSIS FOR THE RELATIONSHIP OF AN UNDERGRADUATE STUDY CHOICE AT PHIBUNSONGKHRAM RAJABHAT UNIVERSITY WITH VARIOUS FACTORS. Life Sciences and Environment Journal, 23(2), 306–323. https://doi.org/10.14456/lsej.2022.24

Issue

Section

Research Articles