Evidence map›Paper›PMID 42729192›Full record

ArticleFrontiers in psychology2026

From data to innovation: how digital leadership cultivates employees' data psychological ownership through perceived data value.

Wei Yang, Yuru Hu

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.

0numbers the graph read from it
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

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

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

2 authors.

Wei YangSchool of Accounting and Finance, Anhui Finance & Trade Vocational College, Hefei, China.
Yuru HuSchool of Accounting, Anhui Wenda University of Information Engineering, Hefei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Against the backdrop of the rapid development of the digital economy, stimulating employees' data-driven innovative behavior has become a key issue in organizational management. This study aims to explore how perceived data value affects employee innovative behavior, the mediating role of data asset psychological ownership, and the moderating role of digital leadership. Methodology: Drawing on psychological ownership theory and conservation of resources theory, this study constructs a moderated mediation model with digital leadership as a contextual variable. Questionnaire data were collected from 279 full-time enterprise employees, and empirical tests were conducted using the PROCESS macro (Model 7). Findings: First, perceived data value is positively associated with employee innovative behavior. Second, data asset psychological ownership partially and significantly mediates the relationship between perceived data value and employee innovative behavior. Third, digital leadership positively moderates the link between perceived data value and data asset psychological ownership. Fourth, digital leadership also positively moderates the mediating effect of data asset psychological ownership; specifically, the indirect path from perceived data value to employee innovative behavior via data asset psychological ownership is reinforced when digital leadership is stronger. Originality: This study broadens the object scope of psychological ownership theory by extending it to data assets, and clarifies the psychological mechanism through which perceived data value shapes employee innovative behavior in digital settings. It also provides new micro-level psychological evidence for digital leadership research. Practically, the findings offer valuable implications for enterprises seeking to unlock employees' innovative potential amid digital transformation.

Indexed as

conservation of resources theorydata asset psychological ownershipdigital leadershipemployee innovative behaviorperceived data value

Identifiers

PMID42729192
PMCPMC13561892

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.