A Study on the Structural Analysis of Factors Influencing Career Maturity in High School Students: Focusing on Reading Activities and Smartphone Dependency
Abstract
The purpose of this research is to analyze the structural relationship between smartphone dependency and reading activities among high school students, and their impact on career maturity, as mediated by creative thinking ability and growth mindset. Structural equation modeling was applied to data(n=5,800) from the 8th year of the 2013 Korean Education Longitudinal Study (KELS 2013) to this end, and the mediating effects were verified using bootstrapping with phantom variables. The key findings of this study are as follows: First, smartphone dependency had a significant negative impact on creative thinking, growth mindset and career maturity, whereas reading activities had a positive impact on all three. Notably, growth mindset had the strongest positive influence(β=0.491, p
Fields of Study & Subjects
Career Development and Diversity
Educational Systems and Policies
Impact of Technology on Adolescents
Publication details
- Journal / source
- Journal of Fisheries and Marine Sciences Education
- Volume
- 38
- Issue
- 1
- Pages
- 183–194
- Publication date
- 27 February 2026
- Language
- EN