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All Journal Nuansa Informatika JEJARING Jurnal Pilar Nusa Mandiri Empowerment : Jurnal Pengabdian Masyarakat Balong International Journal of Design Journal of Applied Data Sciences Bulletin of Information Technology (BIT) Jurnal Impresi Indonesia Aptekmas : Jurnal Pengabdian Kepada Masyarakat Jurnal Penelitian Dan Pengkajian Ilmiah Sosial Budaya Digital Transformation Technology (Digitech) Journal of Innovation and Sustainable Empowerment Jurnal Pengabdian Masyarakat Bangsa Nuansa Informatika Jurnal Pengabdian Rekayasa Sistem Management of Information System Journal
Yulyanto Yulyanto
Universitas Kuningan
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A Mixed-Methods Design for Analyzing Telemedicine Adoption: An Information Systems Approach Integrating TAM–ISS, Digital Literacy, and Usability Fahmi Yusuf; Yulyanto Yulyanto; Rio Priantama
Journal of Applied Data Sciences Vol 7, No 1: January 2026
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v7i1.1084

Abstract

This research employs a mixed-methods design to analyze telemedicine adoption in rural Indonesia by integrating the Technology Acceptance Model (TAM) and the Information System Success Model (ISS), extended with digital literacy and usability. A quantitative survey of 314 respondents was complemented by in-depth interviews with 50 participants and demographic analysis using chi-square and logistic regression. The quantitative findings reveal that the primary adoption construct is Usability → Perceived Ease of Use (PEOU) → Perceived Usefulness (PU) → Intention to Use (ITU) → Net Benefit (NB). Perceived usefulness emerged as the strongest predictor of both satisfaction and intention. Information Quality significantly influenced satisfaction, whereas System Quality did not, indicating that clear medical information outweighs technical system performance in shaping satisfaction. Similarly, usability directly did not affect PU but indirectly through PEOU, and digital literacy influenced PU but not PEOU. Demographic analysis confirmed that occupation was significant—students and healthcare workers acted as early adopters—while age and prior training were not, suggesting that adoption transcends generational boundaries due to the widespread penetration of the JKN Mobile platform. Qualitative insights enriched these findings by highlighting key barriers and enablers such as inconsistent interfaces, infrastructure limitations, privacy concerns, community-based socialization, and expectations for adaptive features like AI diagnostics and pharmacy integration. Overall, the research confirms that telemedicine adoption in rural Indonesia is shaped by the synergy of usability, digital literacy, information quality, and social context rather than by training or demographic variables alone.
Co-Authors Aang Abdul Kohar Abi M Rasul Agris Kurniawan Andriasnyah Azhar Natsir Ahdiyat Dede Husen Dina Permana Dewi Erik Kurniadi Erlan Darmawan Fachri El'Kariem Fahmi Yusuf Fikri Maudia Arsyad Hendric Gunawan Heru Budiyanto Iwan Lesmana Jerry Dounald Raharjaan Mochammad Nur Fikri Denintyo Denintyo Muhammad Nauval Bintang Nunu Nugraha Pratama, Asep Sabilah Prianggi Amelasasih Rasul, Muh Abi Ridwan Alamsyah Rika Nugraha Rio Andriyat Kridiawan RIO ANDRIYAT KRISDIAWAN Rio Priantama Roni Nursyamsu Rosman, Yoga Febriana Sigit Setya Kusuma Siska Lusia Putri Sugeng Supriyadi Surabay, Mitra Msib Batch 5 DP3APPKB Kota Suseno, Endra Syalsabilah, Nur’aini Tito Sugiharto Tito Sugiharto Yulva Mayarita Zafira Fatsya