Related Experiment Video
Updated: Jan 15, 2026

10:26
Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
Published on: September 11, 2021
4.4K
Exploring the statistical fragility of creativity studies using the alternate uses task: A systematic review protocol
Vikram Arora1,2, Alex Thabane1, Adam Sutoski3
1Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.
Plos One
|October 7, 2025
Summary
This review assesses the statistical fragility of creativity research using the Alternate Uses Task (AUT). We will evaluate the robustness of findings to ensure reliable creativity assessments.
Area of Science:
- Cognitive Psychology
- Psychometrics
Background:
- The Alternate Uses Task (AUT) is a key measure of creative potential.
- Concerns exist regarding the robustness and statistical fragility of findings from AUT studies.
- Over-reliance on p-values may lead to unreliable results in creativity research.
Purpose of the Study:
- To systematically evaluate the statistical fragility of findings from studies using the Alternate Uses Task (AUT).
- To assess the robustness of creative potential measurements derived from the AUT.
- To utilize the continuous fragility index (CFI) for a rigorous evaluation.
Main Methods:
- Systematic review of eligible two-arm experimental studies (randomized or non-randomized) reporting significant AUT outcomes.
- Comprehensive literature search across Medline, Embase, PsycInfo, and ERIC databases.
- Calculation of the median continuous fragility index (CFI) as the primary outcome; multivariable regression for secondary analysis.
Main Results:
- This section will report the median CFI across included studies, indicating the statistical fragility of AUT findings.
- Secondary analyses will explore study-level predictors associated with statistical fragility.
- Results will quantify the robustness of creativity assessments.
Conclusions:
- Findings will highlight the extent of statistical fragility in creativity research utilizing the AUT.
- The study aims to promote enhanced reporting standards and methodological rigor in creativity research.
- This work encourages more robust and reliable measurement of creative potential.
Related Concept Videos
Statistical Significance
21.0K
Once data is collected from both the experimental and the control groups, a statistical analysis is conducted to find out if there are meaningful differences between the two groups. A statistical analysis determines how likely any difference found is due to chance (and thus not meaningful). In psychology, group differences are considered meaningful, or significant, if the odds that these differences occurred by chance alone are 5 percent or less. Stated another way, if we repeated this...
21.0K
Friedman Two-way Analysis of Variance by Ranks
478
Friedman's Two-Way Analysis of Variance by Ranks is a nonparametric test designed to identify differences across multiple test attempts when traditional assumptions of normality and equal variances do not apply. Unlike conventional ANOVA, which requires normally distributed data with equal variances, Friedman's test is ideal for ordinal or non-normally distributed data, making it particularly useful for analyzing dependent samples, such as matched subjects over time or repeated measures...
478

