A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia

Wearable technology refers to the next generation of the digital revolution that connects items with embedded sensors to the Internet so as to enhance the quality of human life. Wearables have shifted the focus of the healthcare sector toward prevention programs that empower individuals to be active...

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Main Authors: Niknejad, Naghmeh, Che Hussin, Ab. Razak, Ghani, Imran, Ganjouei, Fatemeh Ashraf
Format: Article
Published: Springer 2020
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Online Access:http://eprints.utm.my/id/eprint/90435/
http://dx.doi.org/10.1007/s10209-019-00663-0
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spelling my.utm.904352021-04-30T14:41:36Z http://eprints.utm.my/id/eprint/90435/ A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia Niknejad, Naghmeh Che Hussin, Ab. Razak Ghani, Imran Ganjouei, Fatemeh Ashraf HB Economic Theory Wearable technology refers to the next generation of the digital revolution that connects items with embedded sensors to the Internet so as to enhance the quality of human life. Wearables have shifted the focus of the healthcare sector toward prevention programs that empower individuals to be active and liable for their own health. Although the number of smart wearable users has grown significantly, there is still a lack of academic researches on what motivates and prevents the continued usage of these devices. Hence, the main objectives of this study are, namely: to explain the impediments and affecting factors in deciding to use smart wellness wearables from a user’s perspective; and to propose a unified model to explore the impact of these factors on an individual’s behavioral intentions. Accordingly, the “Unified Theory of Acceptance and Use of Technology 2” and the “Value-based Adoption Model” were integrated with two additional factors, namely perceived trust and perceived health increase. Following this, a survey was conducted among students and 100 reliable responses were received. As a result of this study, the Confirmatory Factor Analysis from the developed instrument is presented. The findings have confirmed the validity and reliability of the developed instrument. This paper also presents the theoretical understanding of the involved factors in the proposed model. Springer 2020-08 Article PeerReviewed Niknejad, Naghmeh and Che Hussin, Ab. Razak and Ghani, Imran and Ganjouei, Fatemeh Ashraf (2020) A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia. Universal Access in the Information Society, 19 (3). pp. 633-653. ISSN 1615-5289 http://dx.doi.org/10.1007/s10209-019-00663-0
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic HB Economic Theory
spellingShingle HB Economic Theory
Niknejad, Naghmeh
Che Hussin, Ab. Razak
Ghani, Imran
Ganjouei, Fatemeh Ashraf
A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia
description Wearable technology refers to the next generation of the digital revolution that connects items with embedded sensors to the Internet so as to enhance the quality of human life. Wearables have shifted the focus of the healthcare sector toward prevention programs that empower individuals to be active and liable for their own health. Although the number of smart wearable users has grown significantly, there is still a lack of academic researches on what motivates and prevents the continued usage of these devices. Hence, the main objectives of this study are, namely: to explain the impediments and affecting factors in deciding to use smart wellness wearables from a user’s perspective; and to propose a unified model to explore the impact of these factors on an individual’s behavioral intentions. Accordingly, the “Unified Theory of Acceptance and Use of Technology 2” and the “Value-based Adoption Model” were integrated with two additional factors, namely perceived trust and perceived health increase. Following this, a survey was conducted among students and 100 reliable responses were received. As a result of this study, the Confirmatory Factor Analysis from the developed instrument is presented. The findings have confirmed the validity and reliability of the developed instrument. This paper also presents the theoretical understanding of the involved factors in the proposed model.
format Article
author Niknejad, Naghmeh
Che Hussin, Ab. Razak
Ghani, Imran
Ganjouei, Fatemeh Ashraf
author_facet Niknejad, Naghmeh
Che Hussin, Ab. Razak
Ghani, Imran
Ganjouei, Fatemeh Ashraf
author_sort Niknejad, Naghmeh
title A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia
title_short A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia
title_full A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia
title_fullStr A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia
title_full_unstemmed A confirmatory factor analysis of the behavioral intention to use smart wellness wearables in Malaysia
title_sort confirmatory factor analysis of the behavioral intention to use smart wellness wearables in malaysia
publisher Springer
publishDate 2020
url http://eprints.utm.my/id/eprint/90435/
http://dx.doi.org/10.1007/s10209-019-00663-0
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score 13.211869