The Impact of Educational Technology on Cognitive and Emotional Learning Outcomes

Abstract

Educational technology has become a key component of higher education, yet its effects on cognitive and emotional learning outcomes remain unclear. This study examined the impact of educational technology on academic performance, course completion, learning satisfaction, and learning motivation using two secondary datasets comprising 326 and 1,317 observations, respectively. Descriptive statistics, correlation analysis, reliability testing, logistic regression, and ordinary least squares regression were employed. The findings revealed limited effects of educational technology engagement variables on cognitive outcomes. Although the course completion model was significant overall, none of the individual technology engagement indicators significantly predicted performance, and the CGPA model was non-significant. In contrast, strong effects were observed for emotional outcomes. Technostress and online learning misfit significantly predicted learning satisfaction and motivation, explaining 58.3% and 54.9% of the variance, respectively. Significant positive relationships were also identified among the emotional learning constructs. The results suggest that educational technology exerts a stronger influence on students’ emotional learning experiences than on measurable academic performance. Evaluations of technology-enhanced learning should therefore consider both cognitive and emotional dimensions to better understand educational effectiveness.