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All Journal International Journal of Public Health Science (IJPHS) Jurnal Keperawatan Nurse Media Journal of Nursing Majalah Kedokteran Bandung Jurnal Keperawatan Jiwa (JKJ): Persatuan Perawat Nasional Indonesia Dharmakarya : Jurnal Aplikasi Ipteks Untuk Masyarakat Jurnal NERS JURNAL PENDIDIKAN KEPERAWATAN INDONESIA Jendela Nursing Journal (JNJ) IJNP (Indonesian Journal of Nursing Practices) Jurnal Keperawatan BSI Indonesian Contemporary Nursing Journal (ICON Journal) Jurnal Kesehatan Manarang Manuju : Malahayati Nursing Journal Jurnal Keperawatan Komprehensif (Comprehensive Nursing Journal) Journal of Nursing Care Media Karya Kesehatan Jurnal Riset Kesehatan Poltekkes Depkes Bandung Real in Nursing Journal Journal of Telenursing (JOTING) Indonesian Journal of Global Health research MAHESA : Malahayati Health Student Journal SENTRI: Jurnal Riset Ilmiah Journal of Artificial Intelligence and Digital Business Jurnal Keperawatan 'Aisyiyah Jurnal Riset Ilmiah
Aat Sriati
Universitas padjajaran
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Computer Science & IT Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Nursing Physics Public Health Social Sciences Veterinary Other

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Journal : Journal of Artificial Intelligence and Digital Business

 1 
Toward Precision Psychiatry: A Scoping Review of Self-Monitoring and Artificial Intelligence for Bipolar Symptom Monitoring Nursyafaat, Anastia; Sriati, Aat
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.3365

Abstract

This scoping review aims to map and analyze the utilization of digital technologies, including self-monitoring applications, wearable devices, and hybrid interventions, for monitoring symptoms of bipolar disorder, as well as to explore their potential implementation in Indonesia. A systematic literature search was conducted across EBSCO Host, ScienceDirect, Oxford Academic, and Emerald Insight, focusing on studies published between 2020 and 2025 that addressed digital monitoring in individuals with bipolar disorder. The review identified ten studies that met the inclusion criteria, consisting of randomized controlled trials, mixed-methods studies, exploratory qualitative studies, pilot studies, and trial protocols. Key findings were categorized into four themes: (1) active self-monitoring via manual input or Ecological Momentary Assessment, which enhances self-awareness, promotes consistent daily routines, and supports symptom management; (2) passive monitoring and digital phenotyping using sensors and wearable devices, providing continuous objective data for early detection of relapse; (3) hybrid approaches integrating monitoring with therapeutic modules such as psychoeducation, mindfulness, and relapse prevention, which improve social functioning and treatment adherence; and (4) psychosocial factors and user engagement, highlighting the importance of personalization, peer support, inclusive language, and interactive features. Overall, digital interventions demonstrate considerable potential as a complement to conventional care by empowering patients, facilitating early detection of mood episodes, and enabling more personalized management. In Indonesia, the adoption of inclusive, evidence-based, and contextually adaptive digital strategies tailored to local digital literacy and infrastructure is expected to strengthen mental health services and sustainably enhance patient empowerment.
Stigma Kesehatan Mental dan Perilaku Mencari Bantuan Di Kalangan Mahasiswa: A Scoping Review Khoirunnisha, Naylla; Sriati, Aat
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.3366

Abstract

Stigma terkait kesehatan mental, baik bersifat publik maupun internal, menjadi penghambat kritis bagi perilaku pencarian bantuan profesional di kalangan mahasiswa, yang merupakan isu kesehatan global yang semakin mendesak di lingkungan pendidikan tinggi. Scoping review ini secara sistematis memetakan berbagai tampilan stigma tersebut serta pengaruhnya terhadap partisipasi mahasiswa dalam layanan psikologis. Dengan menggunakan pedoman PRISMA-ScR, telaah literatur mencakup publikasi ilmiah dari basis data Scopus antara 2021 hingga 2025, menganalisis secara mendalam tujuh studi dengan desain kualitatif, kuantitatif, dan campuran (mixed-methods). Hasil penelitian menunjukkan bahwa stigma kesehatan mental merupakan fenomena multidimensi, yang bentuk dan intensitasnya dipengaruhi secara kompleks oleh tingkat literasi kesehatan mental, konteks latar belakang budaya, pengalaman pribadi individu, serta norma sosial yang dominan di lingkungan kampus. Secara signifikan, stigma terbukti menjadi faktor penentu utama yang tidak hanya menurunkan niat tetapi juga perilaku aktual (behaviour) dalam mencari bantuan, sehingga turut memperlebar kesenjangan akses terhadap layanan kesehatan mental. Penelitian ini juga menemukan bahwa intervensi pendidikan untuk meningkatkan literasi, pengalaman klinis yang terstruktur, dan pendekatan berbasis komunitas telah terbukti efektif dalam menurunkan tingkat stigma dan meningkatkan partisipasi mahasiswa dengan layanan psikologis. Oleh karena itu, hasil review ini menekankan pentingnya penerapan pendekatan yang holistik, kontekstual, dan berkelanjutan dalam merancang strategi untuk mengatasi stigma. Strategi tersebut harus bisa beradaptasi dengan berbagai karakteristik mahasiswa agar dapat menciptakan ekosistem kampus yang inklusif dan mendukung secara psikologis
Co-Authors Afriliani, Anne Cintya Agustina, Habsyah Safaridah Ahmad Gimmy Prathama Siswadi Ahmad Yamin AI MARDHIYAH, AI Aisyah, Rizka Akbar K, Fredy Amira, Iceu Andri Nugraha, Andri Andriani, Wulan Selvia Andrini, Nadia Putri Annisa, Vena Aprilia Hastuti, Emma Arumsari, Dinda Piranti Atmadiyanti, Ayu Lita Ayu, Rahadiani B.M.L, Valentina Bakti, Sarah Kusumah Cecep Eli Kosasih Derison Marsinova Bakara DEWI, SANG AYU MADE SRI UTAMI Efri Widianti Elfani, Karisha Citra Ema Arum Rukmasari Etika Emaliyawati Fernandes, Intan Agusti Fifi Siti Fauziah Yani Hana Rizmadewi Agustina Hartinah, Siti Hasanah, Ulung Hastuti, Hediati Hendrawati Hendrawati Hikmat, Rohman Iceu Amira DA Ikeu Nurhidayah Imas Rafiyah Indra Maulana, Indra Iskandarsyah, Aulia Iyus Yosep Khairunnisa, Nisrina Hasna Khoirunnisha, Naylla Kombong, Rita Kosim Kosim Kuntari, Retyan Rahmi Kurnia, Ihsan Kusman Ibrahim Latuheru, Jerwilsem Andrulin Mahali, Nia Ainun Nadina Mamat Lukman, Mamat Maria komariah Mediawati, Ati Surya Mutiara Syagitta, Mutiara Nazhifah, Alifa Niara, Kinaya Vathia Zalva Nita Fitria Novianty, Dian Dewi Nur Oktavia Hidayati Nurmansyah, Andri Nursyafaat, Anastia Nurul Aeni Puspowati, Ni Luh Nyoman Sri Putri, Khansa Aisah Rahayu, Kusila Devi Rahmawati, Nur Rini Rini Aprianti Rinjani, Santi Rizki Muliani Rossa, Nikita Sari, Lia Septiani, Nurul Serenity, Kinar Shivji, Noureen Asif Siti Yuyun Rahayu Fitri Suryani Suryani Taty Hernawati, Taty Taty Hernawaty Theresia Eriyani Titin Sutini, Titin Tuti Pahria Uluwiyya, Rahma utomo, shella Yulianita, Henny Zahara Farhan