Evidence map›Paper›PMID 41567408›Full record

ArticleDigital health

Digital health literacy and self-efficacy among older adults: Mediating roles of social support and life satisfaction and the moderating role of health consciousness.

Yang Xin, Luo Minyang

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

2 authors.

Yang XinGuangxi University, Nanning, China.ORCID https://orcid.org/0009-0009-2335-1819
Luo MinyangThe Second Affiliated Hospital of Guangxi Medical University, Nanning, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This mixed-methods investigation examined relationships between digital health literacy and self-efficacy among older adults, focusing on mediating pathways involving social support and life satisfaction and the moderating effect of health consciousness. Methods: Quantitative data from 1016 community-dwelling older adults across six Chinese provinces were analyzed using structural equation modeling with bias-corrected bootstrapping procedures. A multi-stage probability sampling strategy ensured geographic and socioeconomic diversity. Complementary in-depth semi-structured interviews with 30 purposively selected participants were conducted to explore underlying mechanisms. Results: Digital health literacy was significantly and directly associated with self-efficacy (β = 0.21, Conclusion: Findings clarify mechanisms through which technological competencies relate to psychological resources in later life. Digital health interventions for older adults should therefore integrate social components, emphasize feedback systems that strengthen efficacy beliefs, and adapt content based on individual levels of health consciousness to optimize psychological benefits.

Indexed as

Digital health literacyhealth consciousnesslife satisfactionolder adultsself-efficacysocial support

Identifiers

PMID41567408
PMCPMC12816547

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.