Evidence map›Paper›PMID 42352837›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

The Double-Edged Sword Effect of Entrepreneurs' Critical Thinking on Venture Novelty.

Rui Yi, Jinzhi Luo, Yuxuan Chen, Yili Cao

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Rui YiBusiness School, Xiangtan University, Xiangtan 411105, China.ORCID 0000-0002-1072-2627
Jinzhi LuoBusiness School, Xiangtan University, Xiangtan 411105, China.
Yuxuan ChenBusiness School, Xiangtan University, Xiangtan 411105, China.
Yili CaoSchool of Business and Management, Jilin University, Changchun 130012, China.ORCID 0009-0009-6441-7546

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Venture novelty enables startups to overcome entry barriers and establish differentiated competitive advantages. However, research examining its antecedents from an epistemic control perspective remains limited. Drawing on survey data from 230 entrepreneurs and employing structural equation modeling (SEM) and fuzzy-set qualitative comparative analysis (fsQCA), this study investigates how entrepreneurs' critical thinking influences venture novelty. The findings reveal a dual effect. On the one hand, critical thinking promotes venture novelty by fostering interactive learning, which facilitates the integration of heterogeneous information and the refinement of entrepreneurial opportunity insights. On the other hand, critical thinking increases cognitive depletion, thereby constraining the cognitive resources available for innovative activities. Furthermore, imagination moderates these relationships by strengthening the positive effect of interactive learning while attenuating the negative impact of cognitive depletion. FsQCA results further identify four configurational pathways to high venture novelty. This study contributes to the literature by stating both the enabling and constraining mechanisms of entrepreneurs' critical thinking, clarifying its dual role in epistemic control, and providing configurational evidence regarding the role of imagination in fostering entrepreneurial innovation.

Indexed as

cognitive depletioncritical thinkingimaginationinteractive learningventure novelty

Identifiers

PMID42352837
PMCPMC13295532

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.