2025, Vol. 10, Issue 5, Part A
Determinants of graduate unemployment: A survival analysis approach
Author(s): Juliana Iworikumo Consul
Abstract: Unemployment is the state of being unemployed.
People who are actively seeking employment and currently available to start
work are the unemployed. Since the rate of unemployment is on the rise, this
research aims to predict or identify potential determinants affecting
unemployment in Nigeria using survival analysis. A total of 260 questionnaires
were administered to unemployed indigenes of Bayelsa State. Out of which 253
were filled and returned and considered for analysis. The gender, marital
status, educational level, age, grade level or Cumulation Grade Point Average (CGPA),
field of study, place of residence, received training on job searching method,
marital status, received training in the field of study and Local Government
Area (LGA) were identified as potential determinants. The AIC (Akaike
Information Criterion) were used to compare the efficiency of models between
Weibull and Cox Proportional Hazard model. The Weibull model with the variables
CGPA, received training on job search and received training on field of study
as highly significant variables had the best fit with respect to the lower AIC
value.
DOI: 10.22271/maths.2025.v10.i5a.2034Pages: 44-52 | Views: 341 | Downloads: 6Download Full Article: Click Here
How to cite this article:
Juliana Iworikumo Consul.
Determinants of graduate unemployment: A survival analysis approach. Int J Stat Appl Math 2025;10(5):44-52. DOI:
10.22271/maths.2025.v10.i5a.2034