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All Journal Journal of Artificial Intelligence in Architecture Jurnal Pranata Biomedika
Bachtiar, Vania Angeline
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Medicine & Pharmacology

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Measuring A Brain Comfort in Neuroarchitectural Research: A Structured Theoretical Study Arinta, Rizka; Bachtiar, Vania Angeline; Anastasia, Linda
Journal of Artificial Intelligence in Architecture Vol. 5 No. 1 (2026): Artificial Intelligence for Human-Centric Performance: Integrating Neuroarchite
Publisher : Universitas Atma Jaya Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24002/jarina.v5i1.11375

Abstract

Comfort is a central objective in architectural design, yet it varies across individuals. This study proposes an evidence-based framework for assessing comfort through a neuroarchitectural approach by analysing neurological parameters. A meta-analysis of Scopus-indexed literature identified 111 relevant keywords from an initial set of 1,298, derived from 2,561 unique keywords in peer-reviewed studies published over the past decade that employed neurological indicators in neuroarchitecture. The findings indicate that comfort is not solely subjective but can be examined through measurable biological and neurological markers. The literature is organised into three main parameters: environmental simulation and spatial comfort, neurological instrumentation and brain signal processing, and emotional perception and sensory experience. Thematic content analysis and bibliometric mapping were conducted using OpenRefine, VOSviewer, and Biblioshiny. The synthesis reveals clear correlations between neurological responses and architectural elements such as natural lighting, spatial configuration, material texture, and environmental control. These parameters reliably capture the neurophysiological mechanisms underlying comfort in built environments, with perceptual and emotional responses identified as particularly critical. Overall, meta-analysis establishes comfort as an objectively quantifiable phenomenon and provides a foundation for adaptive and inclusive architectural design that supports mental health, cognitive performance, and well-being. Future research directions include experimental studies integrating virtual reality and real-time biometric monitoring to further explore brain–environment interactions.
MAPPING INSOMNIA SEVERITY AMONG PROLANIS PATIENTS: A FORMATIVE STUDY IN A REMOTE AREA OF INDONESIA Bachtiar, Vania Angeline; Sebong, Perigrinus Hermin; Pratiwi, Fransiska Inka; Sutanto, Eviana Budiarti; Mandagie, Aprilia Karen; Christyana, To Lidwina Prillya Indra; Santoso, Ferry
Jurnal Pranata Biomedika Vol 5, No 1: Maret 2026
Publisher : Universitas Katolik Soegijapranata

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24167/jpb.v5i1.15239

Abstract

Background: poor sleep quality among type-2 diabetes mellitus and hypertension patients is a neglected issue in pursuing a continuum of care for the patients. Only little information is available concerning the association between hypertensive and diabetes mellitus conditions and poor quality of sleep among the Indonesian elderly in rural areas. This study aims to assess insomnia severity among PROLANIS patients.Methods: formative research was applied to map the current occurrence of insomnia severity among medical PROLANIS patients Puskesmas Pasir Sakti Lampung Timur. Data were collected through self-questionnaires (n=43). Univariate and ANOVA tests were used with significance (p-value 0.05). Results: the study included 43 participants, with a mean age of 66.02 (± 8.25). The Insomnia Severity Index mean scores were 12.26  ± 5.13 (hypertension), 8.67 ± 7.02 (type-2 diabetes mellitus), and 7.65 ± 5.84 (type-2 diabetes mellitus + hypertension). Our study showed significant differences in the insomnia severity index score between chronic conditions.Conclusions: There was a considerable difference in insomnia severity and sleep hygiene between patients with hypertension, type-2 diabetes mellitus, and type-2 diabetes mellitus + hypertension. Also, sleep hygiene significantly differed between routine and non-medical intake. Future assessment of sleep hygiene and insomnia severity should be intensive and incorporated into the PROLANIS program in Puskesmas. It is also needed for sleep quality literacy interventions among patients in rural areas.
OPTIMALISASI JEJARING PUSKESMAS DALAM SKRINING PENYAKIT MENULAR PADA IBU HAMIL DI KECAMATAN MIJEN KOTA SEMARANG Firdaus, Jaiza Alya; Kurniawan, Sia Karyn Kristanty; Bachtiar, Vania Angeline; Sebong, Perigrinus H
Jurnal Pranata Biomedika Vol 4, No 1: Maret 2025
Publisher : Universitas Katolik Soegijapranata

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24167/jpb.v4i1.15223

Abstract

Latar belakang : Kesehatan maternal merupakan aspek penting dalam mencegah penularan penyakit infeksi selama kehamilan. Ibu hamil berisiko mengalami infeksi seperti HIV, sifilis, dan hepatitis B yang dapat menyebabkan berbagai komplikasi. Skrining dini berperan dalam menurunkan angka morbiditas dan mortalitas. Dengan pendekatan cross-sectional, penelitian ini bertujuan untuk menilai efektivitas skrining di Puskesmas Mijen, mengidentifikasi hambatan, serta mengeksplorasi strategi untuk meningkatkan cakupan, kualitas layanan, dan luaran kesehatan maternal.Tujuan penelitian : Penelitian ini bertujuan untuk menilai efektivitas skrining di Puskesmas Mijen, mengidentifikasi hambatan, serta mengeksplorasi strategi untuk meningkatkan cakupan, kualitas layanan, dan luaran kesehatan maternal.Metode : Penelitian ini menggunakan metode deskriptif dengan pendekatan cross-sectional. Pengumpulan data meliputi data primer dan sekunder yang diperoleh dari laporan program Puskesmas Mijen.Hasil : Program skrining Triple Eliminasi mencapai cakupan 100% pada tahun 2023 dan 2024. Prevalensi penyakit infeksi pada ibu hamil mengalami penurunan dari 2,1% (21/996) pada tahun 2023 menjadi 1,8% (16/903) pada tahun 2024.Kesimpulan : Hasil penelitian menunjukkan bahwa meskipun cakupan skrining mencapai 100% pada tahun 2023–2024, prevalensi penyakit infeksi pada ibu hamil hanya mengalami sedikit penurunan dari 2,1% menjadi 1,8%. Rekomendasi yang dapat diberikan meliputi penguatan strategi Triple Eliminasi, perluasan skrining, peningkatan dukungan pasien, serta peningkatan edukasi masyarakat.
Co-Authors Anastasia, Linda Arinta, Rizka Christyana, To Lidwina Prillya Indra Firdaus, Jaiza Alya Kurniawan, Sia Karyn Kristanty Mandagie, Aprilia Karen Pratiwi, Fransiska Inka Santoso, Ferry Sebong, Perigrinus H Sebong, Perigrinus Hermin Sutanto, Eviana Budiarti