Evidence map›Paper›PMID 40231181›Full record

ArticleFrontiers in public health2025

Examining the double-edged effects of digital literacy on the social integration of retirement migrants.

Kaishuai Wang, Yiming Feng, Xue Qin, Yumai Hu

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Kaishuai WangDepartment of Tourism and Hospitality Management, School of Management, Zhejiang University, Hangzhou, Zhejiang, China.
Yiming FengSchool of Art and Archaeology, Zhejiang University, Hangzhou, Zhejiang, China.
Xue QinSchool of Management, Guizhou University, Guiyang, Guizhou, China.
Yumai HuFaculty of Science and Engineering, University of Nottingham Ningbo China, Ningbo, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The retiree group tend to suffer "digital gap" and "digital indulgence" at the same time. This study aims to examine how such double-edged effects will shape the social integration of retirement migrants. Based on the Self-Determination Theory and the Uses and Gratifications Theory, a conceptual framework was proposed where the impact of digital literacy is mediated by tourist empowerment and smartphone addiction. Methods: This framework was tested using survey data gathered from 369 Chinese retirement migrants. Data were collected using convenience sampling and analyzed using SPSS 23.0 and AMOS 23.0. Result: Findings reveal the following key insights: (1) Digital literacy significantly enhances the social integration of retirement migrants; (2) Tourist empowerment acts as a mediator in the positive correlation between digital literacy and social integration; (3) Smartphone addiction detrimentally influences the lifestyle habits dimension of social integration among retirement migrants. Discussion: This study was amongst the first to approach the double-edged effects of digital literacy, and the findings could be conducive to improving the welfare of retirees.

Indexed as

Computer LiteracyRetirementSocial IntegrationTransients and MigrantsAdultAgedChinaFemaleHumansMaleMiddle AgedSmartphoneSurveys and Questionnairesdigital literacyretirement migrantssmartphone addictionsocial integrationtourist empowerment

Identifiers

PMID40231181
PMCPMC11995193

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.