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Nur Rochmah, Nur
Universitas Ahmad Dahlan
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Exploring the Determinants of User Acceptance for the Digital Diary Application in Type 1 Diabetes Management: A Structural Equation Modeling Approach Triandini, Evi; Permana, Putu Adi Guna; Hanief, Shofwan; Kuswanto, Djoko; Pamungkas, Yuri; Perwitasari, Rayi Kurnia; Hisbiyah, Yuni; Rochmah, Nur; Faizi, Muhammad
Journal of Applied Data Sciences Vol 6, No 3: September 2025
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v6i3.767

Abstract

Effective management of Type 1 Diabetes (T1D), especially in children, requires continuous monitoring and care. Digital health applications have become vital in supporting routine T1D management, including insulin delivery, glucose monitoring, nutrition, and physical activity tracking. This study investigates factors influencing user acceptance of a digital diary app designed for children with T1D and their families. Using an extended Technology Acceptance Model incorporating Trust, Perceived Risk, Perceived Enjoyment, and Social Influence, a survey was conducted with 114 participants, including parents, physicians, and dietitians. Data were analyzed using Partial Least Squares Structural Equation Modeling. Findings indicate that perceived usefulness, trust, and social influence significantly affect users' attitudes and intentions to use the app, through the accepted hypothesis that considered path coefficients and p-values. Conversely, hypothesis that shows relation between perceived ease of use, enjoyment, and risk toward intention were rejected, showing unsignificant relations toward user intention to use. Furthermore, this study recommends prioritizing robust security features, fostering user trust, and engaging social networks to enhance digital health adoption in pediatric care. Future research should further explore the roles of perceived risk and enjoyment in sustaining long-term engagement
Co-Authors Agustina, Lella Anang Endaryanto Andre Handika, Andre Enny Probosari Evi Triandini Fillah Fithra Dieny Gunasti Hudiwinarsih Hisbiyah, Yuni Ketut Sudarma Kuswanto, Djoko Marcos, Imella Maulana, Firnanda Cindy Muhammad Faizi, Muhammad Mustafida, Nurul Novanda, Galuh Dwi Nurul Wiqoyah, Nurul Pamungkas, Yuri Perwitasari, Rayi Kurnia Putu Adi Guna Permana Rusdarti - Saputra, Pandit Bagus Tri Shofwan Hanief Soemarie, Yulistia Budianti SOETJIPTO . Tri Astuti