Evidence map›Paper›PMID 41268400›Full record

ArticleFrontiers in public health2025

The mechanism of digital feedback on health information anxiety among older adults: information processing self-efficacy as a mediating variable.

Yang Zhu, Xin Wang, Xiao Zhang, Yan Li, Yepeng Chen

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 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

5 authors.

Yang ZhuSchool of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China.
Xin WangSchool of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China.
Xiao ZhangChina Internet Network Information Center, Beijing, China.
Yan LiChaoyang District Human Resources Public Service Center of Beijing Municipality, Beijing, China.
Yepeng ChenSchool of Economics and Management, Anhui University of Science and Technology, Huainan, Anhui, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital feedback emerges as a significant variable influencing health information anxiety among older adults, and information processing self-efficacy also plays a crucial role in this process. This study aims to clarify the logical relationships among digital feedback, health information anxiety, and information processing self-efficacy. Methods: Guided by the "hypothesis testing" paradigm, this empirical study was based on the construction of a mediation model to examine how digital feedback influences health information anxiety among older adults. Stratified random sampling in conjunction with probability proportional to size (PPS) sampling was used to survey a sample of 1,713 older adults from 30 Chinese cities. Exploratory factor analysis (EFA), correlation analysis, causal steps approach, and the Bootstrap method were employed to test the mediating model. Mediation analysis was conducted using the PROCESS macro, and in-depth interviews were carried out to explore the underlying mechanisms of this process. Results: The study found that digital feedback had a negative effect on health information anxiety among older adults (β = -0.396, Conclusions: Digital feedback not only directly mitigates HIA among older adults but can also indirectly reduce health information anxiety by enhancing their information processing self-efficacy. It should be emphasized that inappropriate digital feedback from children, such as insufficiently thorough instruction or lack of patience, may exacerbate health information anxiety among older adults. Therefore, children should actively participate in the digital feedback process, demonstrate patience during feedback, and provide targeted assistance based on the actual needs of older adults. This approach can help older adults maintain their physical and mental wellbeing while better facilitating their integration into the digital society.

Indexed as

AnxietyConsumer Health InformationSelf EfficacyAgedAged, 80 and overChinaFemaleHumansMaleMiddle AgedSurveys and Questionnairesdigital feedbackhealth information anxietyinformation processing self-efficacymediating mechanismolder adult digital divide

Identifiers

PMID41268400
PMCPMC12626806

What Socratic holds

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LicenceCC BY
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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 Socratic graph.