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BINARY LOGISTIC REGRESSION ANALYSIS FOR THE RELATIONSHIP OF AN UNDERGRADUATE STUDY CHOICE AT PHIBUNSONGKHRAM RAJABHAT UNIVERSITY WITH VARIOUS FACTORS |
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Creator | Saranya Thongsook |
Title | BINARY LOGISTIC REGRESSION ANALYSIS FOR THE RELATIONSHIP OF AN UNDERGRADUATE STUDY CHOICE AT PHIBUNSONGKHRAM RAJABHAT UNIVERSITY WITH VARIOUS FACTORS |
Contributor | Sophana Somran |
Publisher | Pibulsongkram Rajabhat University |
Publication Year | 2565 |
Journal Title | Life Sciences and Environment Journal |
Journal Vol. | 23 |
Journal No. | 2 |
Page no. | 306-323 |
Keyword | Binary logistics regression, Opportunities for further study, Pibulsongkram Rajabhat University, Model averaging |
URL Website | https://ph01.tci-thaijo.org/index.php/psru/index |
Website title | Life Sciences and Environment Journal |
ISSN | 2773-9201 |
Abstract | Currently, the study of relationship among various factors affecting the choice of bachelor's degree in the university is a matter of interest for 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 university was related to factors influencing decision making which came from public relations campaigns for undergraduate admission by using the public relations through a guidance teacher, website, billboard, radio or television (FIUP) and the other influence factors included recommendation and support by parents, relatives, including recommendation and support teachers, seniors or friends (FIRS). The model can be written as follows: P(Y ̂=1)=e^(-3.76+0.97*FIUP+0.73*FIRS)/(1+e^(-3.76+0.97*FIUP+0.73*FIRS) ) |