August 7, 2025

Uneven Gains of Generative Artificial Intelligence on Creativity Enhancement: A Systematic Review and Meta-Analysis

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Authors

PYPeng YaoSouthwest University YBYan BaoShanghai University XCXinjun CuiHarbin Engineering University

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Implication

Meta-analysis reports generative AI significantly enhances creativity via collaboration in varied populations, suggesting important implications for future applications.

Key Points

Generative artificial intelligence improves creativity in collaborative tasks compared to human-only efforts.
Meta-analysis covers 44 studies, revealing an overall effect size of 0.54, indicating a notable benefit from AI assistance.
Risk of publication bias was identified, prompting thorough statistical evaluations for robust findings.
Non-experts benefitted more from AI collaboration, especially in general creative tasks versus specialized areas.

Cite This Study

Yao et al. (2025) studied this question.

synapsesocial.com/papers/689a0fa0e6551bb0af8d19aa https://doi.org/10.31234/osf.io/jy3ba_v1

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Implication

Meta-analysis reports generative AI significantly enhances creativity via collaboration in varied populations, suggesting important implications for future applications.

Uneven Gains of Generative Artificial Intelligence on Creativity Enhancement: A Systematic Review and Meta-Analysis

Discussion

Member takes

Implication

Key Points

Cite This Study

Uneven Gains of Generative Artificial Intelligence on Creativity Enhancement: A Systematic Review and Meta-Analysis

Discussion

Member takes

Implication

Key Points

Cite This Study

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Also Consider