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      Relationship Between Perceived Risks of Using mHealth Applications and the Intention to Use Them Among Older Adults in the Netherlands: Cross-sectional Study

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          Abstract

          Background

          Considering the increasing demand for health services by older people and the ongoing COVID-19 pandemic, digital health is commonly viewed to offer a pathway to provide safe and affordable health services for older adults, thus enabling self-management of their health while health care systems are struggling. However, several factors cause older people to be particularly reluctant to adopt digital health technologies such as mobile health (mHealth) tools. In addition to previously studied technology acceptance factors, those related to perceived risks of mHealth use (eg, leakage of sensitive information or receiving incorrect health recommendations) may further diminish mHealth adoption by older adults.

          Objective

          The aim of this study was to explore the relationship between perceived risks of using mHealth applications and the intention to use these applications among older adults.

          Methods

          We designed a cross-sectional study wherein a questionnaire was used to collect data from participants aged 65 years and older in the Netherlands. Perceived risk was divided into four constructs: privacy risk, performance risk, legal concern, and trust. Linear regression analyses were performed to determine the associations between these perceived risk constructs and the intention to use mHealth applications.

          Results

          Linear regression per perceived risk factor showed that each of the four constructs is significantly associated with the intention to use mobile medical applications among older adults (adjusted for age, sex, education, and health status). Performance risk ( β=–.266; P=<.001), legal concern ( β=–.125; P=.007), and privacy risk ( β=–.100; P=.03) were found to be negatively correlated to intention to use mHealth applications, whereas trust ( β=.352; P=<.001) was found to be positively correlated to the intention to use mHealth applications.

          Conclusions

          Performance risk, legal concern, and privacy risk as perceived by older adults may substantially and significantly decrease their intention to use mHealth applications. Trust may significantly and positively affect this intention. Health care professionals, designers of mHealth applications, and policy makers can use these findings to diminish performance risks, and tailor campaigns and applications to address legal and privacy concerns and promote mHealth uptake and health care access for older adults, especially during the COVID-19 pandemic.

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          Most cited references68

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

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            User Acceptance of Information Technology: Toward a Unified View

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              A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies

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                Author and article information

                Contributors
                Journal
                JMIR Mhealth Uhealth
                JMIR Mhealth Uhealth
                JMU
                JMIR mHealth and uHealth
                JMIR Publications (Toronto, Canada )
                2291-5222
                August 2021
                30 August 2021
                : 9
                : 8
                : e26845
                Affiliations
                [1 ] Erasmus School of Health Policy & Management Erasmus University Rotterdam Netherlands
                [2 ] Prince Mohammad Bin Salman College of Business & Entrepreneurship King Abdullah Economic City Saudi Arabia
                Author notes
                Corresponding Author: Marjan Askari m.askari@ 123456askari.nl
                Author information
                https://orcid.org/0000-0002-6882-6058
                https://orcid.org/0000-0003-4151-5089
                https://orcid.org/0000-0002-7353-5933
                https://orcid.org/0000-0002-7473-0132
                Article
                v9i8e26845
                10.2196/26845
                8438611
                34459745
                afb7928a-5be4-41d8-9584-7565d8b573ef
                ©Nicky Sabine Klaver, Joris van de Klundert, Roy Johannes Gerardus Maria van den Broek, Marjan Askari. Originally published in JMIR mHealth and uHealth (https://mhealth.jmir.org), 30.08.2021.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR mHealth and uHealth, is properly cited. The complete bibliographic information, a link to the original publication on https://mhealth.jmir.org/, as well as this copyright and license information must be included.

                History
                : 30 December 2020
                : 15 January 2021
                : 11 March 2021
                : 30 March 2021
                Categories
                Original Paper
                Original Paper

                mhealth,older adults,perceived risks,intention to use,adoption,covid-19,digital health

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