Evidence map›Paper›PMID 40364996›Full record

ArticleFrontiers in psychiatry2025

Bipolar disorders and creativity: the roles of ambition, effort-based decision-making, and exploration.

Samson Tse, Sheri L Johnson, Chong Ho Yu, Winnie Yuen, Iris Lo, Luke Clark, Erin E Michalak, Manon Ironside, Kiana Modavi

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Samson TseDepartment of Social Work and Social Administration, The University of Hong Kong, Pokfulam, Hong Kong SAR, China.
Sheri L JohnsonDepartment of Psychology, University of California, Berkeley, Berkeley, CA, United States.
Chong Ho YuDepartment of Mathematics, Hawaii Pacific University, Honolulu, HI, United States.
Winnie YuenDepartment of Counselling and Psychology, Hong Kong Shue Yan University, North Point, Hong Kong SAR, China.
Iris LoDepartment of Social Work and Social Administration, The University of Hong Kong, Pokfulam, Hong Kong SAR, China.
Luke ClarkCentre for Gambling Research at UBC, Department of Psychology, Vancouver, BC, Canada.
Erin E MichalakCentre for Gambling Research at UBC, Department of Psychology, Vancouver, BC, Canada.
Manon IronsideDepartment of Psychology, University of California, Berkeley, Berkeley, CA, United States.
Kiana ModaviDepartment of Psychology, University of California, Berkeley, Berkeley, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Epidemiological research has shown those with bipolar disorders (BD) are more likely to work in creative professions. The current work is the first to examine ambition, exploration versus exploitation ratio, and insensitivity to effort/rewards among individuals with and without BD in an Asian cultural context. Methods: Writers and visual artists from Hong Kong who were diagnosed with BD completed a questionnaire to assess lifetime creative accomplishments, a self-rated measure of ambition, and two laboratory-based tasks: the observe-or-bet task to detect exploration versus exploitation tendencies, and an effort discounting task to measure sensitivity to effort required and reward level. Results: The sample included 44 participants diagnosed with BD and 69 control participants, with 87 (77%) being female and an average age of 35.1 years (range: 18 to 65). Bayesian analyses found no group differences in creativity or related mechanisms between BD and control participants. However, decision tree algorithms revealed multivariate contributors to creative accomplishments. Replicating prior work, high ambition was key, with the most productive also willing to persevere despite high effort. Among lower-ambition individuals, control participants who engaged in balancing exploration versus exploitation had greater accomplishments. Importantly, there was no evidence that the effects of ambition or effort-based decision-making on creativity differed based on BD diagnosis. Bipolar group had lower socioeconomic status potentially impacting their self-rated creativity scores and creative potential. However, these findings remain tentative and await further investigation due to limited sample size. Discussion: The findings suggest the mechanisms underlying creativity may not inherently differ for those with BD compared to controls. Ambition, especially when combined with effort and willingness, drives creative accomplishments. Strategic use of exploration versus exploitation was associated with greater creativity among less ambitious individuals without BD. A nuanced, multivariate approach is needed to understand the bipolar-creativity relationship across cultures. Study limitations included small sample size and over-representation of female participants.

Indexed as

Chinese communitycreative accomplishmentsexploration versus exploitationrecoverystrength based approach

Identifiers

PMID40364996
PMCPMC12069463

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.