Quantifying the Impact of Problem-Based Learning Enhanced by E-Learning: An Advanced Statistical and Effect Size Approach in Vocational Studies

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Hasan Maksum, Wagino Wagino, Wawan Purwanto, Muslim Muslim, Rido Putra, Rahmat Desman Koto

2025 TEM Journal Vol. 14 Issue 3 Article Cited by 1 Quartile

Abstract

This research examines how effectively Problem-Based Learning enhanced by E-Learning (PBL-E) functions in vocational educational settings. The investigation utilized quantitative methodology and experimental design, examining 44 automotive engineering students separated into two equal groups—one experiencing the PBL-E approach and the other receiving conventional instruction. Researchers analyzed Covariance-Based Structural Equation Modeling (CB-SEM) data and calculated effect sizes with Cohen's d. Findings reveal that PBL-E substantially enhances academic performance and student satisfaction, demonstrated by a substantial effect size indicating meaningful positive outcomes. The research also demonstrates that merging PBL with e-learning technologies improves academic results and develops crucial workplace competencies, including teamwork and problem-solving abilities. These discoveries meaningfully expand vocational education research and provide practical guidance for creating more flexible and responsive educational programs that help address disparities in educational inequality. © 2025 Hasan Maksum et al.; published by UIKTEN. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 License.

Affiliations

Faculty of Engineering, Universitas Negeri Padang, West Sumatra, Padang, Indonesia