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Determinants of behavioral intention toward telemedicine services among Indonesian Gen-Z and Millenials: a PLS–SEM study on Alodokter application

Author

Listed:
  • Eka Pramudita

    (Universitas Pelita Harapan
    Health Center at Pattimura Air Force Base)

  • Hendra Achmadi

    (Universitas Pelita Harapan)

  • Hansa Nurhaida

    (Universitas Pelita Harapan)

Abstract

Telemedicine has become increasingly important in healthcare, especially with the COVID-19 pandemic. Despite, Younger generations are more fluent in using technology, previous study shows that older generations (Gen-X) are more satisfied in using telemedicine compared to younger generations. This study aims to identify the factors influencing user satisfaction and behavioral intention toward Alodokter's telemedicine service application usage among Millennials and Gen-Z in Indonesia. A quantitative cross-sectional study was conducted using a purposive sampling technique. A total of 160 Millenials and Gen-Z respondents who had used the Alodokter telehealth application within the past year were chosen in this study. The data were collected by means of an online questionnaire that was distributed through widely used social media platforms. The questionnaire consisted of 30 questions that assessed variables, such as performance expectancy, effort expectancy, social influence, price value, customer satisfaction, and behavioral intention. Data were analyzed using Partial Least Square–Structural Equation Modeling (PLS–SEM) with SmartPLS software version 3.2.9. The findings reveal that customer satisfaction positively affects behavioral intention. Performance expectancy, effort expectancy, price value, and social influence positively impact customer satisfaction. Price value was shown to have the most positive influence on behavioral intention. This study provides insights into the factors influencing user satisfaction and behavioral intention toward telemedicine service application usage among younger generations in Indonesia. The results can be used to improve telemedicine services and enhance the experience of users, particularly Millennials and Gen-Z.

Suggested Citation

  • Eka Pramudita & Hendra Achmadi & Hansa Nurhaida, 2023. "Determinants of behavioral intention toward telemedicine services among Indonesian Gen-Z and Millenials: a PLS–SEM study on Alodokter application," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-21, December.
    • Handle: RePEc:spr:joiaen:v:12:y:2023:i:1:d:10.1186_s13731-023-00336-6
    DOI: 10.1186/s13731-023-00336-6
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    References listed on IDEAS

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    1. Patricia Baudier & Galina Kondrateva & Chantal Ammi & Victor Chang & Francesco Schiavone, 2021. "Patients’ perceptions of teleconsultation during COVID-19: a cross-national study," Post-Print hal-03052149, HAL.
    2. Farizka Shafa Nabila & Mahendra Fakhri & Mahir Pradana & Budi Rustandi Kartawinata & Anita Silvianita, 2023. "Measuring financial satisfaction of Indonesian young adults: a SEM-PLS analysis," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-13, December.
    3. Calder, Bobby J & Phillips, Lynn W & Tybout, Alice M, 1981. "Designing Research for Application," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 8(2), pages 197-207, September.
    4. John Hulland & Hans Baumgartner & Keith Marion Smith, 2018. "Marketing survey research best practices: evidence and recommendations from a review of JAMS articles," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 92-108, January.
    5. Jenny Rowley, 2014. "Designing and using research questionnaires," Management Research Review, Emerald Group Publishing Limited, vol. 37(3), pages 308-330, March.
    6. Baudier, Patricia & Kondrateva, Galina & Ammi, Chantal & Chang, Victor & Schiavone, Francesco, 2021. "Patients’ perceptions of teleconsultation during COVID-19: A cross-national study," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    7. Alalwan, Ali Abdallah & Dwivedi, Yogesh K. & Rana, Nripendra P. & Algharabat, Raed, 2018. "Examining factors influencing Jordanian customers’ intentions and adoption of internet banking: Extending UTAUT2 with risk," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 125-138.
    8. Jenny Rowley, 2014. "Designing and using research questionnaires," Management Research Review, Emerald Group Publishing Limited, vol. 37(3), pages 308-330, March.
    9. Preeti Viswanathan & Anurupa B. Singh & Garima Gupta, 2020. "The role of social influence and e-service quality in impacting loyalty for online life insurance: a SEM-based study," International Journal of Business Excellence, Inderscience Enterprises Ltd, vol. 20(3), pages 322-337.
    10. Jenny Rowley, 2014. "Designing and using research questionnaires," Management Research Review, Emerald Group Publishing Limited, vol. 37(3), pages 308-330, March.
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