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Exploring the adoption of wearable healthcare devices among the Pakistani adults with dual analysis techniques

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  • Hayat, Naeem
  • Salameh, Anas A.
  • Malik, Haider Ali
  • Yaacob, Mohd Rafi

Abstract

The technological insurgency benefits human life in numerous ways. Wearable personal mobile devices enable consumers to manage their health while performing daily routine activities at the workplace or home. The current study aimed to assess the effect of health improvement expectancy, effort expectancy, price value, health consciousness, and perceived reliability on adopting wearable health devices (WHDs) among Pakistani adults using the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2). The study assumed a quantitative & cross-sectional research design which involved getting feedback from 385 adults through a survey on social media. A hybrid analytic approach was assumed in the current work, where partial least square structural equational (PLS-SEM) modelling and necessary condition analysis (NCA) were employed. The PLS-SEM findings revealed that health improvement expectancy, perceived vulnerability, price value, and health consciousness significantly impact the adoption of WHDs. The NCA analysis indicated that the three most contributing factors forming the adoption of WHDs were perceived reliability, effort expectancy, and perceived price value. The study's theoretical and practical suggestions offer to harness the WHDs adoption. The adoption of WHD can facilitate the consumers and public health system to minimize the physical presence of people looking for health facilities at the hospitals without compromising the effectiveness of healthcare systems. The mass adoption of WHDs may revolutionize the health industry and permit adults to track and manage their health conveniently at their own. The limitations of the study and future research implications are stated at the end of the manuscript.

Suggested Citation

  • Hayat, Naeem & Salameh, Anas A. & Malik, Haider Ali & Yaacob, Mohd Rafi, 2022. "Exploring the adoption of wearable healthcare devices among the Pakistani adults with dual analysis techniques," Technology in Society, Elsevier, vol. 70(C).
    • Handle: RePEc:eee:teinso:v:70:y:2022:i:c:s0160791x22001567
    DOI: 10.1016/j.techsoc.2022.102015
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    References listed on IDEAS

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    1. Sang M. Lee & DonHee Lee, 2020. "Correction to: Healthcare wearable devices: an analysis of key factors for continuous use intention," Service Business, Springer;Pan-Pacific Business Association, vol. 14(4), pages 577-577, December.
    2. Lee, DonHee, 2018. "Strategies for technology-driven service encounters for patient experience satisfaction in hospitals," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 118-127.
    3. Komlan Gbongli & Yongan Xu & Komi Mawugbe Amedjonekou, 2019. "Extended Technology Acceptance Model to Predict Mobile-Based Money Acceptance and Sustainability: A Multi-Analytical Structural Equation Modeling and Neural Network Approach," Sustainability, MDPI, vol. 11(13), pages 1-33, July.
    4. Sang M. Lee & DonHee Lee, 2020. "Healthcare wearable devices: an analysis of key factors for continuous use intention," Service Business, Springer;Pan-Pacific Business Association, vol. 14(4), pages 503-531, December.
    5. Tamilmani, Kuttimani & Rana, Nripendra P. & Wamba, Samuel Fosso & Dwivedi, Rohita, 2021. "The extended Unified Theory of Acceptance and Use of Technology (UTAUT2): A systematic literature review and theory evaluation," International Journal of Information Management, Elsevier, vol. 57(C).
    6. Alam, Mohammad Zahedul & Hoque, Md. Rakibul & Hu, Wang & Barua, Zapan, 2020. "Factors influencing the adoption of mHealth services in a developing country: A patient-centric study," International Journal of Information Management, Elsevier, vol. 50(C), pages 128-143.
    7. Rajak, Manindra & Shaw, Krishnendu, 2019. "Evaluation and selection of mobile health (mHealth) applications using AHP and fuzzy TOPSIS," Technology in Society, Elsevier, vol. 59(C).
    8. Pirhonen, Jari & Lolich, Luciana & Tuominen, Katariina & Jolanki, Outi & Timonen, Virpi, 2020. "“These devices have not been made for older people's needs” – Older adults' perceptions of digital technologies in Finland and Ireland," Technology in Society, Elsevier, vol. 62(C).
    9. Saheb, Tahereh & Sabour, Elham & Qanbary, Fatimah & Saheb, Tayebeh, 2022. "Delineating privacy aspects of COVID tracing applications embedded with proximity measurement technologies & digital technologies," Technology in Society, Elsevier, vol. 69(C).
    10. Sami S. Binyamin & Md. Rakibul Hoque, 2020. "Understanding the Drivers of Wearable Health Monitoring Technology: An Extension of the Unified Theory of Acceptance and Use of Technology," Sustainability, MDPI, vol. 12(22), pages 1-20, November.
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    1. Jan Dul & Sven Hauff & Ricarda B. Bouncken, 2023. "Necessary condition analysis (NCA): review of research topics and guidelines for good practice," Review of Managerial Science, Springer, vol. 17(2), pages 683-714, February.

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