Modelling job satisfaction using a logistic regression model

Abstract

Employee satisfaction plays an important role in the effective operation of any type of organization. The study aimed to investigate the explanatory factors influencing job satisfaction and model the satisfaction of employees (teachers) using logistic regression. Analysis results indicated that current workplace experience had a positive influence on teacher job satisfaction. However, as the teachers' education level and their overall years of experience in teaching increased their satisfaction levels decreased.