Asian Journal of Current Research

This study examines how investment in education and skills development affects labor market outcomes, including employment status, income, job type, and job satisfaction, by looking at age and domicile among educated individuals in Central Java. Previous studies have focused on national employment shocks without looking at the interaction of skills education at the individual level, as well as limited scope analysis and not integrating demographic moderators. Therefore, this study examines how demographic factors such as gender, age, and place of residence moderate these relationships. This is a quantitative study using a descriptive-inferential approach. This study adopts a microeconomic perspective to understand individual-level variations in the education-to-employment pathway. This research was conducted in Central Java Province, Indonesia, from July to October 2025. This region was chosen because of its diverse socioeconomic conditions and high rate of educated unemployment. Using random sampling, data were collected from 400 respondents aged 18-45 years who had completed upper secondary education, resided in Central Java, and had work experience. Data collection tools included structured questionnaires and semi-structured interviews. This study applied multiple linear regression analysis using SmartPLS to test the direct and moderating effects between variables.

The results showed that educational investment had a significant impact on monthly income, formal job placement, and job suitability, although it did not significantly affect job satisfaction. Conversely, skill transformation, particularly in digital and soft skills, showed a more substantial and consistent influence across labor market outcomes. Demographic factors, particularly gender and urban-rural location, significantly moderated these relationships, indicating structural inequalities in access and impact.