Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Examining Theoretical Frameworks and Antecedents of Health Apps and Wearables Use

A Scoping Review

Bibliographic Data

ID21617099
AuthorsHuanyu Bao (0000-0003-4740-4603, Nanyang Technological University, corresponding author), Edmund W J Lee (0000-0003-0536-2898, Nanyang Technological University)
Year2024
Volume39
Issue12
Pages2671-2681
Publication date2024-10-14
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueHealth Communication (JOURNAL)
Journal identifiersISSN: 1041-0236 • E-ISSN: 1532-7027
PublisherInforma UK Limited (PUBLISHER • GB)
DOI10.1080/10410236.2023.2283655
PMID37968803
OpenAlexW4388725194
LanguageEN
References cited50

The advancement of health apps and wearables has garnered substantial academic attention, particularly in examining why individuals decide to use or not use them. In response to the extensive body of research on this topic, we conducted a scoping review of 61 articles published from 2007 to 2022, aiming to examine the dominant theoretical frameworks and antecedents of health apps and wearables use. The findings demonstrated that the dominant theoretical frameworks within this domain were rooted in the human-computer interaction theories, notably the Technology Acceptance Model and the Unified Theory of Acceptance and Use of Technology. Next, our review identified four levels of antecedents: technological, individual, societal, and policy. At the technological level, emphasis was placed on functionality, reliability, and technological infrastructure. Individual antecedents encompassed socio-demographics, personality traits, cognitive responses to benefits and risks, emotional and affective responses, self-efficacy, and digital literacy. Societal antecedents highlighted the role of social networks and social norms, while policy antecedents elaborated on laws, regulations, and guidelines that encouraged health technology adoption. Our discussion illuminated that the evolving trend of theoretical frameworks in health apps and wearables use research, initially rooted in human-computer interaction, is progressively moving toward more comprehensive perspectives. We further underscored the importance of delving into societal and policy antecedents, which often are overshadowed by the more commonly discussed technological and individual factors. In conclusion, we advocated for a multi-stakeholder collaborative network approach, as this would enable communication researchers to understand the use of health apps and wearables more comprehensively

Digital health · Health care · Knowledge management · Political science · Public relations · Stakeholder · Wearable computer · Wearable technology · Computer Science · Digital Mental Health Interventions · Mobile Health and mHealth Applications · Psychology · Technology Adoption and User Behaviour

  • Communication and Persuasion

    Open Access•Richard E Petty, John T Cacioppo•Communication and Persuasion•1986

  • Expanding the Technology Acceptance Model with the Inclusion of Trust, Social Influence, and Health Valuation to Determine the Predictors of German Users’ Willingness to Continue using a Fitness App

    Open Access•Ardion Beldad, Ardion D Beldad et al.•International Journal of…•2018

  • Ethical guidelines for Covid-19 tracing apps

    Open Access•Jessica Morley, Josh Cowls et al.•Nature•2020

  • A scoping review of scoping reviews

    Open Access•Mai T Pham, Andrijana Rajić et al.•Research Synthesis Methods•2014

  • The theory of planned behavior

    Open Access•Icek Ajzen•Organizational Behavior and Human…•1991

  • User Acceptance of Information Technology

    Viswanath Venkatesh, Venkatesh Venkatesh et al.•MIS Quarterly•2003

  • Consumer Acceptance and Use of Information Technology

    Viswanath Venkatesh, Venkatesh Venkatesh et al.•MIS Quarterly•2012

  • Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach

    Open Access•Zachary Munn, Micah D J Peters et al.•BMC Medical Research Methodology•2018

  • Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology

    Fred D Davis•MIS Quarterly•1989

  • Examining the antecedents and health outcomes of health apps and wearables use

    Huanyu Bao, Edmund W J Lee•Behaviour and Information…•2024

  • The state of wearable health technologies

    Open Access•Caining Li, Sapphire Lin et al.•Mobile Media & Communication•2021

  • Wearable technologies

    Open Access•Stephanie Hui-Wen Chuah, Stephanie Hui‐Wen Chuah et al.•Computers in Human Behavior•2016

  • Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being

    Richard M Ryan, Edward L Deci•American Psychologist•2000

  • Explicating problematic social network sites use

    Open Access•Edmund W J Lee, Shirley S Ho et al.•New Media & Society•2017

  • Uses and Gratifications Theory in the 21st Century

    Thomas E Ruggiero•Mass Communication & Society•2000

  • Investigating the intention to use technology among medical students

    Open Access•Vincent Ekow Arkorful, Anastasia Hammond et al.•Journal of Public Affairs•2020

  • Adapting the mobile phone

    G Goggin•Continuum•2009

  • Consumer adoption of Mobile Social Network Games (M-SNGs) in Saudi Arabia

    Open Access•Abdullah Mohammed Baabdullah•Technology in Society•2018

  • Understanding sustained usage of health and fitness apps

    Open Access•Heetae Cho, G Christina et al.•Technology in Society•2020

  • Toward an experimental ecology of human development

    Urie Bronfenbrenner•American Psychologist•1977

  • Using thematic analysis in psychology

    Open Access•Braun, Virginia Braun et al.•Qualitative Research in Psychology•2006

  • Covid-19 apps in Singapore and Australia

    Open Access•G Goggin•Media International Australia•2020

Citation velocityhistorical
Highly citedNo

Tools

Open DOI
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae