Semantic Memory Structure and Self-Evaluation of Creativity: Evidence Across Tasks and Dimensions

Creativity involves generating ideas that are both original and useful, relying on intertwined cognitive and metacognitive processes. We examined how individual differences in semantic memory structure and ideation fluency predict creative performance and self-evaluations across two studies. In Study 1, participants completed a creative problem-solving (CPS) task, with semantic memory networks estimated from a relatedness judgment task. Creative output was assessed for originality and usefulness, alongside participants' self-evaluations. In Study 2, a within-subjects design compared participants' output and self-evaluation of their performance in a divergent thinking task (alternative uses task) and CPS. Results revealed that ideation fluency and semantic memory network integration consistently predicted originality across tasks. In contrast, usefulness was less reliably predicted, showing task-specific associations with semantic memory network properties primarily in CPS. Importantly, self-evaluations often diverged from objective outcomes, reflecting metacognitive biases shaped by heuristic cues. These findings highlight both stable and context-sensitive mechanisms in creative performance and self-evaluation.

Authors

Institutions

Publication Details

Journal
Journal of Intelligence
Published
2026-03-04
DOI
https://doi.org/10.3390/jintelligence14030041
Primary Topic
Creativity in Education and Neuroscience
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Semantic Memory Structure and Self-Evaluation of Creativity: Evidence Across Tasks and Dimensions

Amit Skurnik, Yoed N. Kenett
Journal of Intelligence
Creativity in Education and Neuroscience
article

Semantic Memory Structure and Self-Evaluation of Creativity: Evidence Across Tasks and Dimensions

Amit Skurnik, Yoed N. Kenett
article en

Abstract

Creativity involves generating ideas that are both original and useful, relying on intertwined cognitive and metacognitive processes. We examined how individual differences in semantic memory structure and ideation fluency predict creative performance and self-evaluations across two studies. In Study 1, participants completed a creative problem-solving (CPS) task, with semantic memory networks estimated from a relatedness judgment task. Creative output was assessed for originality and usefulness, alongside participants' self-evaluations. In Study 2, a within-subjects design compared participants' output and self-evaluation of their performance in a divergent thinking task (alternative uses task) and CPS. Results revealed that ideation fluency and semantic memory network integration consistently predicted originality across tasks. In contrast, usefulness was less reliably predicted, showing task-specific associations with semantic memory network properties primarily in CPS. Importantly, self-evaluations often diverged from objective outcomes, reflecting metacognitive biases shaped by heuristic cues. These findings highlight both stable and context-sensitive mechanisms in creative performance and self-evaluation.

Journal of IntelligenceVol. 14(3)
Technion – Israel Institute of Technology (IL)
Quality Education
Openalex Percentile: Top 39%
Creativity in Education and Neuroscience
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Semantic Memory Structure and Self-Evaluation of Creativity: Evidence Across Tasks and Dimensions — Amit Skurnik, Yoed N. Kenett · Journal of Intelligence (2026) | TGRS Research Map | TGRS