Evidence map›Paper›PMID 42183552›Full record

ArticleFrontiers in psychology2026

Steering the digital transformation of service-oriented organizations by job crafting and innovative work behavior: employee-driven adaptability.

Qiuxian Ye, Fangli Liu, Yanqing Yan, Shuxian Ye

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
–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

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.

Qiuxian YeGuangdong Fengwo Wire Trough Co., Ltd, Foshan, China.
Fangli LiuDepartment of Education and Psychological Sciences, Yuncheng University, Yuncheng, China.
Yanqing YanSports Department, Guangdong University of Science and Technology, Dongguan, China.
Shuxian YeGuangdong Fengwo Wire Trough Co., Ltd, Foshan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In the digital economy, digital leadership has become a key driver of organizational change and performance improvement. However, prior research has paid limited attention to employees' proactive behaviors, such as job crafting and innovative work behavior in the digital transformation. Drawing on dynamic capability theory and the resource-based view, this study investigated the impact of digital leadership on task performance through two mechanisms. Based on the questionnaire survey data of 415 hotel employees in China's service industry, the study found that job crafting and innovative work behavior played significant mediating roles between digital leadership and digital transformation, which enhanced digital-enabled task performance. The research conclusion reveals the behavioral pathways through which leadership supports digital transformation and offers practical implications for enterprises to cultivate active employees, enhance digital adaptability and improve performance.

Indexed as

digital-enabled task performancedigital leadershipdigital transformationinnovative work behaviorjob crafting

Identifiers

PMID42183552
PMCPMC13194067

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.