# Bridging Digital Learning Competence and Academic Achievement: The Roles of Informal Digital Learning and Metacognitive Self-Regulation

**Authors:** Heeyoon Ko

PMC · DOI: 10.3390/jintelligence14020031 · 2026-02-13

## TL;DR

This study explores how digital learning skills lead to better academic performance through informal learning and self-regulation in university students.

## Contribution

The study introduces a dynamic view of digital learning competence mediated by informal learning and moderated by metacognitive self-regulation.

## Key findings

- Digital learning competence significantly predicts academic achievement directly and indirectly through informal digital learning engagement.
- Metacognitive self-regulation strengthens the conversion of digital learning competence into productive informal learning engagement.
- Informal digital learning engagement is a central pathway for translating digital skills into academic outcomes.

## Abstract

The author investigates how digital learning competence (DLC) is bridged to academic achievement (AA) through informal digital learning engagement (IDLE) and how meta-cognitive self-regulation (MSR) shapes these pathways among university students. Grounded in a moderated mediation framework, this research conceptualizes DLC not as a static skill set but as a latent capacity that is channeled into academic outcomes when students autonomously engage in digital environments and regulate their cognition. Survey data were collected from 432 undergraduate students and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results show that DLC significantly predicts AA both directly and indirectly via IDLE, identifying informal digital learning engagement as a central pathway through which digital learning competence is translated into academic gains. Furthermore, MSR moderates the relationship between DLC and IDLE, such that higher levels of metacognitive self-regulation strengthen the conversion of digital learning competence into productive informal digital learning engagement. These findings support a dynamic view of digital learning competence and underscore the roles of learner autonomy and metacognitive awareness in transforming digital skills into meaningful educational outcomes. By integrating perspectives on digital literacy, self-regulated learning, and informal learning, this study offers implications for the design of digital learning ecosystems that effectively bridge students’ digital capacities with their academic achievement.

## Full-text entities

- **Genes:** MTRR (5-methyltetrahydrofolate-homocysteine methyltransferase reductase) [NCBI Gene 4552] {aka MSR, cblE}
- **Diseases:** AA (MESH:D007859), COVID-19 (MESH:D000086382), anxiety (MESH:D001007), injury to (MESH:D014947)
- **Chemicals:** DLC (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

---
Source: https://tomesphere.com/paper/PMC12942026