Evidence map›Paper›PMID 41890937›Full record

ArticleFrontiers in psychology2026

The combined impact of ability, motivation, and opportunity factors on employees' sustained workplace proactivity.

Zhou Lan, Xinyue Wu, Xianghui Xing, Yunhao 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. Not yet cited in PubMed.

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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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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.

Zhou LanSchool of Law, University of Santo Tomas, Manila, Philippines.
Xinyue WuSchool of Law and Public Administration, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China.
Xianghui XingSchool of Law and Public Administration, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China.
Yunhao WangInstitute of Big Data and Rule of Law, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Employees' workplace proactivity plays a critical role in organizational stability and sustainability. Methods: Drawing on data from the 2021 wave of the Chinese General Social Survey, this study investigates the determinants of employees' workplace proactivity within the Ability-Motivation-Opportunity framework. Results: The results indicate that, among ability-related factors, age, job tenure, and participation in corporate training positively influence workplace proactivity. At the motivation level, being married, access to non-monetary benefits, perceived promotion opportunities, life satisfaction, interpersonal relationship satisfaction, satisfaction with work pressure, and an internal career locus of control all exert positive effects, whereas an external career locus of control negatively affects workplace proactivity. At the opportunity level, ethnicity, on-site work arrangements, and perceived labor protection enhance workplace proactivity, while overtime hours reduce it. Among them, the perceived labor protection and internal career locus of control are two core variables driving workplace proactivity. Overall, the explanatory power of motivation dimension and the opportunity dimension substantially outweighs that of the ability dimension, challenging the conventional assumption in the AMO framework of relatively balanced contributions across its three dimensions. Heterogeneity analyses show that early adulthood (age 30-39) is the stage in which the influencing factors converge most intensively; moreover, interpersonal relationship satisfaction, internal career locus of control, and perceived labor protection function as stable, cross-age drivers. A series of robustness checks confirms the stability of the findings. Discussion: This study provides policy implications for organizations seeking to enhance employee vitality and reduce turnover risk through targeted interventions in ability development, motivational enhancement, and opportunity provision. The results offer both theoretical and practical value for sustainable human resource management in the post-pandemic era.

Indexed as

AMO frameworkemployeesinfluencing factorssustainable developmentworkplace proactivity

Identifiers

PMID41890937
PMCPMC13014551

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LicenceCC BY
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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.