Evidence map›Paper›PMID 40357424›Full record

ArticleDigital health

Rise of wearable fitness devices (WFD): Effects of health technician and health consultant affordances on health-promoting behavior in China.

Guoping He, Wenlu He, Fei Qiao

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. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

3 authors.

Guoping HeSchool of Literature and Media, Dongguan University of Technology, Dongguan, Guangdong, China.ORCID https://orcid.org/0000-0003-1110-7391
Wenlu HeSchool of Journalism and Communication, Guangdong University of Foreign Studies, Guangzhou, Guangdong, China.ORCID https://orcid.org/0009-0006-6494-9559
Fei QiaoResearch Fellow at Guangzhou Research Center for Public Opinion Governance and International Image Communication, Guangzhou, Guangdong, China.ORCID https://orcid.org/0000-0002-5322-4847

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The study aims to investigate how wearable fitness devices (WFDs) influence health-promoting behavior in the Chinese context, particularly by examining two distinct affordances-health technician affordance and health consultant affordance-derived from affordance theory. Methods: Drawing on affordance theory and integrating health communication and technology models (including Unified Theory of Acceptance and Use of Technology, Protection Motivation Theory, Technology Acceptance Model, Theory of Planned Behavior, Social Cognitive Theory, and Pender's Health Promotion Model), we developed a theoretical model that incorporates three mediators relevant to individual technology use. We collected 615 valid responses through a questionnaire survey across China via QR codes and links on social platforms, and used SPSS and SmartPLS for data analyzing to validate our research model. Results: Our findings indicate that performance expectancy and exercise self-efficacy are positively associated with health-promoting behavior. Moreover, the relationship between both health technician and health consultant affordances and health-promoting behavior is mediated by performance expectancy and exercise self-efficacy. In addition, prior exercise behavior significantly influences health-promoting behavior. Conclusion: The study advances our understanding of how WFDs contribute to health-promoting behavior by delineating both the technical and consultative roles of these devices. The results provide important theoretical insights and practical implications for enhancing health communication strategies and optimizing the use of wearable fitness technology.

Indexed as

effort expectancyexercise self-efficacyhealth consultant affordancehealth-promoting behaviorhealth technician affordanceperformance expectancyWearable fitness device

Identifiers

PMID40357424
PMCPMC12066866

What OpenQuestion holds

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LicenceCC BY-NC
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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.