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Visible Learning™
Visible Learning MetaX
Version 1.4 – Updated February 2026

Worked examples

Overview

  • Influence: Worked examples
  • Domain: Teaching Strategies
  • Sub-Domain: Learning intentions
  • Potential to Accelerate Student Achievement: Potential to accelerate
  • Influence Definition: A worked example provides students with a step-by-step guidelines for finding the solution. An aim is to enable students to focus on discrete problem-solving tasks, rather than attempting to hold each of the steps in their working memory while solving a complex problem. In a "faded solutions" variant of the worked example, subsequent problem statements have fewer and fewer instructions until the student is able to complete the complex problem-solving task without the assistance of step-by-step guidelines.

Evidence

  • Number of meta-analyses: 3
  • Number of studies: 126
  • Number of students: 3,324
  • Number of effects: 360
  • Weighted mean effect size: 0.47
  • Robustness index: 3

Meta-Analyses

Meta-Analyses
Journal Title Author Article Name Year Published Variable Number of Studies Number of Students Number of Effects Effect Size
Dissertation Crissman The Design and Utilization of Effective Worked Examples: A Meta-Analysis 2006 Worked examples on achievement 62 3,324 151 0.57
Educational Psychology Review Wittwer & Renkl How effective are instructional explanations in example-based learning? A meta-analytic review 2010 Worked examples on achievement 21 NA 28 0.16
Conference paper Barbieri, Miller-Cotto, Clerjuste, Chawla, Le, DeLuca, & Landy A meta-analysis exploring the effect of worked examples on mathematics performance. 2023 Worked examples on achievement 43 NA 181 0.48
TOTAL/AVERAGE 126 3,324 360 0.40
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