Exploring the moderating role of age and gender in adopting mHealth services

Purpose Unfortunately, mHealth has not reached the level of adoption that providers had expected, as healthcare end-users still face barriers. An in-depth understanding of the factors affecting this adoption is vital for its successful implementation. Thus, this study aims to explore the moderating role of age and gender in adopting mHealth services in a developing country context. Design/methodology/approach A quantitative strategy was adopted and a total of 338 general mHealth users were selected as the study participants. A conceptual framework was constructed based on the widely accepted technology adoption model named unified theory of acceptance and use of technology (UTAUT) model. Perceived reliability, price value, technology anxiety and self-efficacy were incorporated to the UTAUT as new factors reflecting the user’s mHealth adoption. However, a cross sectional survey was employed to collect primary data from 338 general mHealth users in Bangladesh. Findings Results explored that performance expectancy, effort expectancy, social influence, facilitating conditions, perceived reliability, price value, technology anxiety and self-efficacy had significant impact on mHealth adoption. Moreover, the relationship between facilitating conditions and technology anxiety while adopting mHealth is moderated by the role of age and gender. Practical implications This study could insightfully benefit mHealth services providers, policymakers and top marketing managers in implementing more effective marketing strategies to increase the acceptability of this service. Originality/value This is the first initiative to investigate the moderating role of age and gender in a single model in the context of mHealth services.

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Publication Details

Journal
Online Information Review
Published
2025-08-12
DOI
https://doi.org/10.1108/oir-07-2021-0385
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
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article

Exploring the moderating role of age and gender in adopting mHealth services

Mohammad Zahedul Alam, Zapan Barua, Mohammad Osman Gani
Online Information Review
Technology Adoption and User Behaviour
article

Exploring the moderating role of age and gender in adopting mHealth services

Mohammad Zahedul Alam, Zapan Barua, Mohammad Osman Gani
article en

Abstract

Purpose Unfortunately, mHealth has not reached the level of adoption that providers had expected, as healthcare end-users still face barriers. An in-depth understanding of the factors affecting this adoption is vital for its successful implementation. Thus, this study aims to explore the moderating role of age and gender in adopting mHealth services in a developing country context. Design/methodology/approach A quantitative strategy was adopted and a total of 338 general mHealth users were selected as the study participants. A conceptual framework was constructed based on the widely accepted technology adoption model named unified theory of acceptance and use of technology (UTAUT) model. Perceived reliability, price value, technology anxiety and self-efficacy were incorporated to the UTAUT as new factors reflecting the user’s mHealth adoption. However, a cross sectional survey was employed to collect primary data from 338 general mHealth users in Bangladesh. Findings Results explored that performance expectancy, effort expectancy, social influence, facilitating conditions, perceived reliability, price value, technology anxiety and self-efficacy had significant impact on mHealth adoption. Moreover, the relationship between facilitating conditions and technology anxiety while adopting mHealth is moderated by the role of age and gender. Practical implications This study could insightfully benefit mHealth services providers, policymakers and top marketing managers in implementing more effective marketing strategies to increase the acceptability of this service. Originality/value This is the first initiative to investigate the moderating role of age and gender in a single model in the context of mHealth services.

Online Information ReviewVol. 49(7)
Marketing Science Institute (US), Agricultural Marketing Service (US), University Canada West (CA), American Marketing Association (US), Asian Counseling and Referral Service (US), University of Chittagong (BD), Bangladesh University of Professionals (BD)
Openalex Percentile: Top 80%
Technology Adoption and User Behaviour
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