Evidence map›Paper›PMID 42073860›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

Empowerment or Exposure? Digital Literacy and the Vulnerabilities of Trust in Strangers Among Older Adults: Evidence from China.

Kaixuan Gao, Hui Zhang, Zeming Cheng, Bin Tang

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 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.

Kaixuan GaoThe Library, Shaanxi Normal University, Xi'an 710119, China.ORCID 0009-0000-7665-8464
Hui ZhangOffice of Human Resources, Peking University, Beijing 100871, China.
Zeming ChengCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, Xi'an 710119, China.ORCID 0009-0002-0745-5537
Bin TangCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, Xi'an 710119, China.ORCID 0000-0002-2890-2482

Funding

Shaanxi Provincial Department of Science and Technology 2024ZC-YBXM-047
6 · The paper itself

Abstract

Digital literacy is widely promoted as enabling later-life inclusion, but its potential to generate trust-related vulnerabilities remains insufficiently examined, particularly in rapidly ageing societies. Using nationally representative data from the 2022 China Family Panel Studies including 1583 adults aged 60 and above, this study examines whether digital literacy is associated with older adults' trust in strangers, which is interpreted here as a form of trust vulnerability in low-verifiability interactions. In this study, trust vulnerability is operationalised through respondents' self-reported trust in strangers, while digital literacy is operationalised through behavioural competences spanning information and data literacy, communication and collaboration, content creation, digital transactions, and problem-solving. OLS regression models with Huber-White robust standard errors are employed. The findings indicate that higher levels of digital literacy are positively associated with stronger trust in strangers, suggesting that competence may heighten older adults' inclination to trust and increase exposure to digital risks. This association is driven primarily by functional competences, with mobile payment use and problem-solving skills showing the largest and most consistent associations. By contrast, subjective well-being and perceived platform security show no significant mediating roles. The study recommends integrating functional training, trust calibration and risk-recognition education, alongside interpretable and verifiable safeguards that make security more visible to older adults.

Indexed as

ageing and technologydigital literacydigital risk societyolder adultstrust vulnerability

Identifiers

PMID42073860
PMCPMC13114257

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.