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Journal : Journal of Applied Data Sciences

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 . Indrianto A.A Ratu Asmara A.A. Ketut Agung Cahyawan W Affan Ifan Fauziawan AGUS PURWANTO Agus Purwanto Agus Rama Sanjaya, Agus Rama Ahmad Fahreza Zain Ahmad Sopyan Hadi, Ahmad Anak Agung Kusuma Wijaya, Anak Agung Anggun Nugroho Anggun Nugroho, Anggun Bahy, Lanang Mustika Dandy Pramana Hostiadi Dedy Panji AgustinoS.Kom, Dedy Panji Edwar Edwar EDWAR EDWAR Elizabeth Sastafyana Ayustin, Elizabeth Erma Sulistyo Rini, Erma Evi Triandini Fauziawan, Affan Irfan Gede Agus Dirtha Kristian Gede Dody Sanjaya, Gede Dody Gede Harta Wiasa Hisbiyah, Yuni I Gede Muriarka S.Kom, I Gede I Gusti Ayu Desi Saryanti, I Gusti Ayu I Ketut Putu Suniantara I Made Agus Wirahadi Putra I Made Ari Santosa, I Made I Made Budi Adnyana, I Made Budi I Made Dwi Darma Artanaya I Made Nesa Masurya I Made Nesa Masurya, I Made Nesa I Nyoman Putra Wijaya, I Nyoman Putra I Nyoman Wahyu Pradipta, I Nyoman I Putu Harry Wibawa Eka Putra, I Putu Harry Wibawa I Putu Suyasa, I Putu I Wayan Agus Ariawan, I Wayan I Wayan Gede Narayana, S.Kom, I Wayan Gede I Wayan Jefriana I Wayan Jepriana I Wayan Karang Utama Indrianto Indrianto Joko Santoso Joko Santoso Joko Santoso Kuswanto, Djoko LUH PUTU SAFITRI PRATIWI Muhammad Faizi, Muhammad Nely Inayatus Sholehah Ni Kadek Dwi Rahayuni, Ni Kadek Dwi Ni Kadek Sri Utari, Ni Kadek Ni Made Dhea Angelika Ariadi Ni Nyoman Harini Puspita, Ni Nyoman Ni Nyoman Harini Puspita, Ni Nyoman Harini Ni Nyoman Utami Januhari, Ni Nyoman Ni Putu Risca Anapratiwi, Ni Putu Risca NOVA SUBAWA PUTRA, NOVA SUBAWA Nur Rochmah, Nur Padma Nyoman Crisnapati Pamungkas, Yuri Perwitasari, Rayi Kurnia Purantara, A.A Gede Putu Adi Guna Permana Putu Tintis Purnamantara, Putu Tintis Putu Tjintia Kencana Dewi Roman Apriyansyah, Roman Rudi Harianto, Rudi