Evidence map›Paper›PMID 41788281›Full record

ArticleFrontiers in psychology2026

From net effects to configurational pathways: a dual examination of employee innovative behavior through integrated SEM-fsQCA framework.

Yongji Jiao, Hai Cheng, Xinyi Huang, Jieyu Ouyang, Qishu Li, Ruirui Wang

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

6 authors.

Yongji JiaoSchool of Management, Nanjing University of Posts and Telecommunications, Nanjing, China.
Hai ChengSchool of Management, Nanjing University of Posts and Telecommunications, Nanjing, China.
Xinyi HuangSchool of Management, Nanjing University of Posts and Telecommunications, Nanjing, China.
Jieyu OuyangSchool of Management, Nanjing University of Posts and Telecommunications, Nanjing, China.
Qishu LiSchool of Management, Nanjing University of Posts and Telecommunications, Nanjing, China.
Ruirui WangSchool of Management, Nanjing University of Posts and Telecommunications, Nanjing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: While conventional structural equation modeling (SEM) emphasizes net effects between variables, it inadequately captures the multiple equifinal pathways underlying employee innovative behavior. Drawing on componential creativity theory and social cognitive theory, this study advances a methodological triangulation approach by integrating SEM with fuzzy-set qualitative comparative analysis (fsQCA) to examine the mechanisms through which trait mindfulness influences innovative behavior. Methods: We analyzed data from 297 employees in digitally transforming organizations, employing both SEM and fsQCA to test symmetric causal relationships and identify asymmetric configurational patterns. Results: SEM findings reveal that trait mindfulness affects innovative behavior through work flourishing (full mediation) and organizational resilience (partial mediation), with digital leadership exerting a negative moderating effect. fsQCA identifies three equifinal configurations leading to high innovative behavior, with the "high mindfulness × high resilience" configuration emerging as the dominant pathway. Discussion: This study demonstrates the methodological complementarity of SEM-fsQCA integration: whereas SEM elucidates symmetric causal relationships and average effects, fsQCA unveils asymmetric configurational patterns and necessary/sufficient conditions, providing a more comprehensive understanding of the complex mechanisms driving employee innovation.

Indexed as

digital leadershipemployee trait mindfulnessfuzzy-set qualitative comparative analysisinnovative behaviororganizational resiliencework thriving

Identifiers

PMID41788281
PMCPMC12956713

What OpenQuestion holds

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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.