Evidence map›Paper›PMID 41018519›Full record

ArticleDigital health

Digital literacy, life satisfaction, social capital, and multidimensional health behaviors among middle-aged and older adults in rural China: A nationwide cross-sectional study.

Zhibin Li, Dong Li, Zuxian Li

Abstract read
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

3 authors.

Zhibin LiSchool of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, China.ORCID https://orcid.org/0000-0003-0402-2875
Dong LiCollege of Economic and Social Development, Nankai University, Tianjin, China.ORCID https://orcid.org/0000-0003-3786-3275
Zuxian LiSchool of Physical Education, Qingdao University, Qingdao, China.ORCID https://orcid.org/0009-0004-4149-9431

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Digital literacy may be related to health behaviors, yet their associations remain less explored. This study examines the relationship between digital literacy and multidimensional health behaviors, including heterogeneous effects by gender, age group, and region. Furthermore, this study examines two mechanisms, drawing on self-determination theory and social capital theory. Methods: We used data from the China Rural Revitalization Survey (CRRS). The relationships between digital literacy and health behaviors was examined via binary logistic regression models. Bias-corrected percentile bootstrap KHB mediation models investigated the mediating roles of life satisfaction and social capital. Results: Digital literacy is positively and directly associated with all measured multidimensional health behaviors. The mediation analysis identified some significant indirect associations. Specifically, digital literacy is related to both physical exercise and physical examination through life satisfaction and relational social capital. Moreover, digital literacy is linked to dietary supplement intake through relational social capital and to physical examination and healthy diets through cognitive social capital. Heterogeneity analysis further revealed that digital literacy is more strongly associated with middle-aged adults' physical examination, healthy diets, and dietary supplement intake, as well as males' physical examination. Besides, stronger associations were found for residents in rural China's eastern and central regions, particularly for physical examination, healthy diets, and dietary supplement intake. Conclusions: These findings offer theoretical insights into the relationships between digital literacy and multidimensional health behaviors and provide practical guidance for encouraging and fostering health behaviors.

Indexed as

Digital literacylife satisfactionmiddle-aged and older adultsmultidimensional health behaviorssocial capital

Identifiers

PMID41018519
PMCPMC12464424

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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 Socratic graph.