ArticleFrontiers in psychology2026
The psychology of art and emotional experience: a theme-color-emotion framework for understanding viewer-reported emotional regulation.
Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Visual art, as a non-verbal medium for emotional expression and regulation, demonstrates unique therapeutic potential in mental health intervention. However, existing research lacks an integrated theoretical framework to systematically explain how the visual characteristics of artworks influence viewers' emotional responses. This study aims to construct and validate the "Theme-Color-Emotion" (TCE) theoretical framework, revealing the interactive mechanisms between thematic content, color characteristics, and emotional responses to visual artworks. Methods: Based on the WikiArt Emotions dataset (n = 4,105 artworks) and the ArtEmis dataset (455 K emotion annotations), chi-square tests, correspondence analysis, and multidimensional cross-analysis methods were employed to systematically examine the association patterns between theme types, color characteristics, and emotional responses. Results: Artworks with natural landscape themes were significantly more associated with positive emotional responses than other theme types (67.3% vs. average 52.1%, Discussion: Operationalized through a logistic regression model integrating thematic and chromatic features, the TCE framework reveals that theme and color jointly account for viewer-reported emotional valence in ways that neither dimension captures in isolation. These findings provide a systematic analytical perspective for understanding the associations between visual artwork characteristics and viewer emotional responses, offering evidence-based implications for therapeutic art design and art therapy practice.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.