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Regression Analysis on Factors Influencing Students’ Satisfaction towards Program Courses


Affiliations
1 Center of Preparatory and General Studies, TATI University College, Kijal, Kemaman, Terengganu, Malaysia
2 Center of Preparatory and General Studies, TATI University College, Kijal, Kemaman, Terengganu, India
 

Background/Objectives: The aim of this study is to identify the factors that contribute to satisfaction of students studying in a private university college. Methods/Statistical Analysis: A questionnaire was distributed to 209 students from 4 different engineering faculties by using the convenience sampling method. The reliability of the questionnaire was measured first by using correlation analysis and regression analysis to identify the factors. Findings: The dependent variable is student satisfaction, while the independent variable are classroom environment, lecturer/instructor, college facilities and services, program courses and methods of grading. The value of Cronbach's Alpha is greater than 0.6, and all the independent variables are significant except the lecturer/instructor. The final model is 46.8%, which be explained by the independent variable. Applications/Improvements: The factors of students' satisfaction are undoubtedly multifactorial and vary from university to university and vary over time. In addition, students come from different background and may influence their expectation and perception of satisfaction. Understanding these factors could help educational institutions to plan their strategies better and inform academics interested in studying student satisfaction.

Keywords

Correlation, Cronbach’s Alpha, Reliability Analysis, Regression, Student Satisfaction.
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  • Regression Analysis on Factors Influencing Students’ Satisfaction towards Program Courses

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Authors

Nurulhaida Zakaria
Center of Preparatory and General Studies, TATI University College, Kijal, Kemaman, Terengganu, Malaysia
Rozila Umar
Center of Preparatory and General Studies, TATI University College, Kijal, Kemaman, Terengganu, India
Wan Husna Aini Wan Deraman
Center of Preparatory and General Studies, TATI University College, Kijal, Kemaman, Terengganu, Malaysia
Sharifah Sakinah Syed Abd Mutalib
Center of Preparatory and General Studies, TATI University College, Kijal, Kemaman, Terengganu, Malaysia

Abstract


Background/Objectives: The aim of this study is to identify the factors that contribute to satisfaction of students studying in a private university college. Methods/Statistical Analysis: A questionnaire was distributed to 209 students from 4 different engineering faculties by using the convenience sampling method. The reliability of the questionnaire was measured first by using correlation analysis and regression analysis to identify the factors. Findings: The dependent variable is student satisfaction, while the independent variable are classroom environment, lecturer/instructor, college facilities and services, program courses and methods of grading. The value of Cronbach's Alpha is greater than 0.6, and all the independent variables are significant except the lecturer/instructor. The final model is 46.8%, which be explained by the independent variable. Applications/Improvements: The factors of students' satisfaction are undoubtedly multifactorial and vary from university to university and vary over time. In addition, students come from different background and may influence their expectation and perception of satisfaction. Understanding these factors could help educational institutions to plan their strategies better and inform academics interested in studying student satisfaction.

Keywords


Correlation, Cronbach’s Alpha, Reliability Analysis, Regression, Student Satisfaction.



DOI: https://doi.org/10.17485/ijst%2F2016%2Fv9i17%2F132816