Do Digital Textbooks Boost Students' Learning Motivation? Evidence From a Meta‐Analysis
Journal of Computer Assisted Learning
Published online on June 05, 2026
Abstract
["Journal of Computer Assisted Learning, Volume 42, Issue 4, August 2026. ", "\nABSTRACT\n\nBackground\nCompared to paper textbooks, digital textbooks (DTs) offer greater accessibility, multimodal representations, and interactivity, which might boost personalized and social learning and greater motivation. However, past DT studies showed mixed results: more learning versus non‐significant results versus less learning.\n\n\nObjectives\nHence, this meta‐analysis (a) determines the overall effect of DTs (vs. paper textbooks) on student motivation, and (b) identifies moderators that account for different effect sizes across the original studies.\n\n\nMethods\nWe conducted a random‐effects meta‐analysis of 42 effect sizes from 27 experimental/quasi‐experimental studies of 3590 participants.\n\n\nResults and Conclusions\nCompared to paper textbooks, DTs boosted students' intrinsic motivation (g = 0.536) but not their extrinsic motivation. DT effects were larger for (a) collectivist cultures than individualist cultures; and (b) students at higher educational levels.\n\n\nImplications\nEducators and policymakers can consider how to help students use DTs to improve their motivation, especially starting with intrinsic motivation in collectivist cultures among older students.\n\n"]