Discrete time to event with random effect model using Malaysian graduate  employability data

Rahmattullah Khan Abdul Wahab Khan

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Type :	article
Subject :	L Education (General)
Main Author :	Rahmattullah Khan Abdul Wahab Khan
Additional Authors :	Md Azman Shahadan Aimillia Mohd Ramli
Title :	Discrete time to event with random effect model using Malaysian graduate employability data

Place of Production :	Tanjong Malim
Publisher :	Fakulti Pembangunan Manusia
Year of Publication :	2019
Corporate Name :	Universiti Pendidikan Sultan Idris

Abstract : Universiti Pendidikan Sultan Idris

The objective of this research is to investigate the relationship between hazard ratio or survival function of graduate employability and 8 explanatory variables. The 8 explanatory variables are as follows: gender, CGPA, geographic region, English language proficiency, area of study, curriculum satisfaction, carrier guidance services satisfaction and monthly family income. In order to study a survival function of graduate employability, we have developed a sequence of binary numbers (employed (1) or unemployed (0)) at a particular time of being employed among first degree graduate students (N=2228). The data is based on a survival study data, which traces the survival function of graduate students within 12 months of window opportunity. We have used the complementary loglog model in various forms. For the simple complementary log-log link model, the results showed that the hazard risk with baseline hazard ratio relate to graduates' gender, CGPA, satisfaction with career guidance, the geographic region from which they came from, their English performance, their area of study and their family income. As for subject-specific (random effects), the hazard ratio also relates to the abovementioned variables.

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