Evidence map›Paper›PMID 41952832›Full record

ArticleFrontiers in public health2026

Analysis of the potential profile and influencing factors of nurses' change fatigue in "Internet+Nursing Services".

Yaqin Hu, Mengying Wang, Jinghua Yi, Jing Li

Abstract read
In one paragraph

Article in Frontiers in public health, 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

4 authors.

Yaqin HuInternational School of Clinical Medicine, Lishui University, Lishui, China.
Mengying WangMedicine School of Lishui University, Lishui, China.
Jinghua YiMedicine School of Lishui University, Lishui, China.
Jing LiInternational School of Clinical Medicine, Lishui University (Lishui Central Hospital), Lishui, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To explore the potential profile of change fatigue in "Internet+Nursing Services" and analyze its influencing factors. Participants and methods: We recruited 650 "Internet+Nursing Services" nurses from 5 hospitals in Li Shui City between March and April 2025 using convenience sampling. Data were collected using a general information questionnaire, a change fatigue scale, and the "Internet+Nursing Service" professional identity scale. Results: The change fatigue of nurses in "Internet+Nursing Services" was divided into three groups: low change fatigue (40.3%), moderate change fatigue (40.61%), and high change fatigue (19.07%). The unordered multicategory logistic regression showed that hospital grade, monthly income, willingness to learn information technology for "Internet+Nursing Services," and professional identity in "Internet+Nursing Services" were statistically significant ( Conclusion: There is heterogeneity in nurses' change fatigue within the "Internet+Nursing Services" model. Managers should pay greater attention to nurses experiencing high levels of change fatigue and mitigate this fatigue by strengthening structured empowerment and enhancing their professional identity.

Indexed as

FatigueInternetNursing Staff, HospitalAdultChinaFemaleHumansMaleSurveys and Questionnaireschange fatigueinfluencing factors“Internet+Nursing Services”nursespotential profile features

Identifiers

PMID41952832
PMCPMC13055585

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.