A Framework for Learning From Erroneous Examples and Meta-Analysis of Empirical Research
Research output: Contribution to journal › Research article › Contributed › peer-review
Contributors
Abstract
While there is ample theoretical and empirical evidence detailing which conditions benefit learning from one's own errors, the evidence on learning from others' errors has not yet been synthesized. In this meta-analysis, we examine the overall impact of erroneous examples on learning and the effects of potential moderating variables based on a novel framework. Following the robust variance estimation method, we synthesized findings from 42 papers (177 effect sizes) comparing erroneous examples with correct examples or problem-solving in experimental studies. The results revealed a statistically significant but weak effect of erroneous examples on learning (g = .136). Further analysis indicated a statistically significant moderating effect of the design of error-explanation activities. Specifically, providing self-explanation prompts or instructional explanations enhanced learning from erroneous examples more than not providing any error explanations. Our findings draw attention to the design of error explanation activities as well as several areas for future research.
Details
| Original language | English |
|---|---|
| Number of pages | 41 |
| Journal | Review of Educational Research |
| Publication status | E-pub ahead of print - 20 Nov 2025 |
| Peer-reviewed | Yes |
External IDs
| Scopus | 105022302721 |
|---|---|
| ORCID | /0000-0002-4280-6534/work/204616273 |
Keywords
Keywords
- Erroneous example, Instructional design/development, Instructional practices, Instructional support, Learning from errors, Learning from failure, Learning processes/strategies, Meta-analysis, Worked example, worked example, instructional practices, erroneous example, meta-analysis, instructional support, learning from failure, learning from errors, instructional design/development, learning processes/strategies