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Analisis Bibliometrik: Memetakan Lanskap Riset AI pada Studi Kasus Otitis Media dalam Perspektif Pierre Bourdieu Rahmawati, Triana; Firmansyah, Andri; Herlambang, Penggalih Mahardika; Putri, Rizqa Febriliany; Handayani, Fitri Ayu
Jurnal Empirika Vol. 10 No. 2 (2025): Jurnal Empirika
Publisher : Master Program in Sociology, Faculty of Social and Political Sciences, Universitas Sriwijay

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47753/je.v10i2.210

Abstract

This study integrates bibliometric analysis, systematic scoping reviews, and sociological analysis to map the landscape of AI research in otitis media (OM) with a focus on social, cultural, and structural dimensions that are often overlooked. Using the Social Construction of Illness theoretical framework, this study reveals that the majority of AI innovations in OM diagnosis are dominated by a biomedical perspective that ignores patients' life experiences and the social structures that shape their disease journey. Of the 47 articles analyzed, only four studies discussed conversation-based AI applications, and only one considered the perspective of patients or families. This gap reflects the dominance of the technocratic-medical paradigm and neglect of health equity. Based on the gap analysis, this study proposes the development of an AI chatbot (INFO-OM) designed with user participation, cultural sensitivity, and a deep understanding of the social determinants of health as a methodological foundation for creating socially valid and inclusive health technology. This study adopts Pierre Bourdieu's sociological perspective on social capital to analyze how the distribution of AI knowledge in OM diagnosis reflects power structures in the health field. The analysis shows that access to AI technology as symbolic capital is concentrated in research institutions in developed countries, while communities with limited economic and cultural models, especially in Low and Middle Income Countries (LMICs), experience double exclusion from access to health services and from participation in the development of health technology.
MENGISI KESENJANGAN DIGITAL ARTIFICIAL INTELLIGENCE DALAM DIAGNOSIS OTITIS MEDIA SEBUAH PENDEKATAN BERBASIS TINJAUAN SISTEMATIS DAN ANALISIS KESENJANGAN Andri Firmansyah; Penggalih Mahardika Herlambang; Rizqa Febriliany Putri; Triana Rahmawati
Journal of Innovation Research and Knowledge Vol. 5 No. 8 (2026): Januari 2026
Publisher : Bajang Institute

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Abstract

Background: Otitis media (OM) is a common middle ear infection that can lead to hearing and developmental impairments. Although artificial intelligence (AI) achieves 76-98.26% accuracy in image-based diagnosis, its utilization as a chatbot for triage and education remains very limited.Objectives: This study aims to map AI research trends in OM diagnosis, evaluate evidence of AI effectiveness, and identify gaps for clinical chatbot design.Methods: The study employed a mixed-methods approach with bibliometric analysis and systematic literature review following PRISMA 2020 guidelines on PubMed articles from 2021-2025.Results: The systematic review of 12 studies revealed research dominance by the United States and China, focusing on digital otoscopy and image classification. However, only one study mentioned the potential of large language models (LLMs), and no clinically validated OM chatbot prototypes were found. Conclusion: There exists a critical gap between image-based diagnostic capabilities and accessible text/speech-based solutions for the public. This study proposes developing a clinical OM chatbot that integrates current medical evidence and validated LLM architecture. This development aims to enhance healthcare access, improve initial triage accuracy, and provide patient education in regions with limited ENT specialists. The systematic review and gap analysis-based approach serves as an important methodological foundation for ensuring clinical relevance and sustainable implementation of chatbots in healthcare systems
SOSIALISASI MANFAAT WEBSITE DI KALANGAN PONDOK PESANTREN YATIM PIATU ANAK SHOLEH ALHIDAYAH Edy Widodo; Muhamad Fatchan; Andri Firmansyah; Sifa Fauziah; Andriani, Andriani
JURNAL PENGABDIAN MANDIRI Vol. 4 No. 12 (2025): Desember 2025
Publisher : Bajang Institute

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Abstract

Kegiatan sosialisasi dilakukan untuk mengenalkan pentingnya website sebagai media informasi dan pengembangan lembaga di Pondok Pesantren Yatim Piatu Anak Sholeh Al-Hidayah. Sebelumnya, pesantren masih menggunakan cara manual dalam penyebaran informasi, sehingga diperlukan pemahaman teknologi digital. Tim mempersiapkan materi mulai dari pengenalan internet, fungsi website, hingga contoh website pesantren. Kegiatan dibuka dengan sambutan, kemudian dilanjutkan dengan penjelasan mengenai manfaat website, seperti media informasi resmi, publikasi kegiatan, transparansi donasi, pendaftaran santri baru, media dakwah, serta peningkatan kepercayaan masyarakat. Peserta juga diberikan praktik langsung, seperti membuka website, membuat halaman sederhana, serta mengunggah konten kegiatan. Antusiasme terutama datang dari para santri yang tertarik mempelajari teknologi baru. Di akhir kegiatan, pengurus memahami pentingnya website bagi perkembangan pesantren dan sepakat membentuk tim kecil untuk mengelola website. Sosialisasi ini berhasil meningkatkan pemahaman pengurus dan santri mengenai penggunaan teknologi digital sebagai sarana dakwah dan informasi pesantren
PENGABDIAN MASYARAKAT BERBASIS KOLABORASI ANTARDISIPLIN: LAYANAN SCREENING TELINGA DAN EDUKASI KESEHATAN UNTUK ANAK DISABILITAS SENSORI DI SUKOHARJO Andri Firmansyah; Nurmala Shofiyati; Triana Rahmawati; Fitri Ayu Handayani
JURNAL PENGABDIAN MANDIRI Vol. 5 No. 1 (2026): Januari 2026
Publisher : Bajang Institute

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Abstract

Pengabdian masyarakat ini merupakan kolaborasi antardisiplin antara bidang kesehatan (THT) dengan masyarakat dalam rangka Hari Kesehatan Nasional 2025 di Kabupaten Sukoharjo. Kegiatan difokuskan pada dua kelompok sasaran: (1) anak-anak dengan disabilitas sensori (gangguan pendengaran) beserta orang tua mereka, dan (2) masyarakat umum yang mengalami keluhan telinga. Melalui pendekatan sosiologi klinis, kegiatan ini tidakhanya menyediakan layanan medis berupa screening audiometri dan pembersihan telinga, tetapi juga mengedukasi masyarakat tentang stunting, pelecehan seksual, serta pentingnya deteksi dini gangguan pendengaran. Metode pelaksanaan meliputi penyuluhan, pemeriksaan klinis, dan pendampingan sosial. Hasil menunjukkan bahwa partisipasi masyarakat tinggi, dan banyak kasus gangguan pendengaran ringan hingga sedang berhasil diidentifikasi. Pendekatan sosiologi klinis terbukti efektif dalam membangun kesadaran kolektif sekaligus mengurangi stigma terhadap disabilitas sensori. Rekomendasi kebijakan mencakup integrasi layanan kesehatan primer dengan pendampingan sosial berbasis komunitas