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プライマリヘルスケア施設における気候感応性とエネルギー管理:ブラジル南部の事例研究

Climate sensitivity and energy management in primary healthcare buildings: a case study in Southern Brazil (原題)

Analúcia Schiaffino Morales, Pedro Focola Luís, Luis Fernando Cocian, Márcia Ito, Fabrício Ourique, Ricardo Moraes

Journal of Engineering Design and Technology📚 査読済 / ジャーナル2026-08-14#省エネ経営インパクト: コスト削減対象セクター: healthcare
DOI: 10.1108/jedt-04-2026-0263
原典: https://doi.org/10.1108/jedt-04-2026-0263

🤖 gxceed AI 要約

日本語

ブラジル南部の基礎医療ユニット9施設を対象に、27ヶ月間のエネルギー監査と管理者調査を実施。最低気温と電力消費に強い正の相関(r=0.716)を確認し、需要変動の50%以上を説明。設備の連続運転、予防保全の欠如、自然換気の不足という3つの課題を特定し、ISO 50001に基づくエネルギー管理フレームワークを提案。最大30%の省エネ可能性を示唆するが、実証はされていない。

English

This case study of nine Basic Health Units in Southern Brazil over 27 months reveals a strong positive correlation (r=0.716) between minimum monthly temperature and electricity consumption, explaining over 50% of demand variability. It identifies three recurrent issues: continuous equipment operation outside clinical hours, lack of preventive maintenance, and limited natural ventilation. The authors propose an ISO 50001-aligned framework for energy management, suggesting potential electricity savings up to 30%, though not empirically tested.

Unofficial AI-generated summary based on the public title and abstract. Not an official translation.

📝 gxceed 編集解説 — Why this matters

日本のGX文脈において

日本では、医療施設の省エネは病院中心で、プライマリケア施設は対象外。本論文のフレームワークは、自治体が管理する中小規模施設のエネルギー管理に応用可能。気候変動適応と省エネを統合した点は、日本の地域医療施設にも示唆を与える。

In the global GX context

This study extends healthcare-energy research beyond hospitals to primary care facilities, offering a replicable framework for climate-responsive energy management. It aligns with global sustainability agendas (SDG 11) and ISO 50001, providing empirical evidence from the Global South that can inform energy efficiency policies in similar climatic contexts.

👥 読者別の含意

🔬研究者:Provides empirical evidence on climate sensitivity of primary healthcare buildings, filling a gap in healthcare-energy literature.

🏢実務担当者:Offers a low-cost framework for integrating energy monitoring and preventive maintenance in municipal health facilities.

🏛政策担当者:Highlights the potential of primary care facilities as strategic assets for urban sustainability and energy efficiency.

📄 Abstract(原文)

Purpose Primary healthcare buildings remain underrepresented in healthcare-energy research, and systematic monitoring of energy consumption in Basic Health Units is largely absent in many public systems. This study aims to address this gap by investigating the relationship between climatic conditions and electricity consumption in primary healthcare buildings and by proposing a replicable framework for infrastructure and energy management under climate variability. Design/methodology/approach A case study was conducted in Araranguá, Southern Brazil, combining a 27-month energy audit of nine Basic Health Units with surveys of facility managers. Pearson correlation and regression analyses were applied to assess the sensitivity of electricity consumption to temperature variation. Findings Minimum monthly temperature showed a strong positive correlation with electricity consumption (r = 0.716), explaining over 50% of demand variability. Three recurrent performance issues were identified: continuous operation of equipment outside clinical hours, absence of preventive maintenance and limited natural ventilation in legacy buildings. Research limitations/implications The findings are based on a single case involving nine units over a 27-month period in a subtropical coastal municipality, which limits direct generalisation. Future research should test the framework across different climatic and institutional contexts and assess the long-term effectiveness of ISO 50001-based interventions. Practical implications The proposed framework offers municipal managers and facility operators a low-cost pathway to integrate energy monitoring, preventive maintenance and climate-responsive practices into asset management. Based on diagnostic evidence and literature benchmarks, such measures may contribute to electricity savings (potentially up to 30%), although these estimates were not empirically tested within the scope of this study. Originality/value This study contributes to the healthcare-energy literature, predominantly focused on hospitals, by providing empirical evidence on the climate sensitivity and operational performance of primary healthcare buildings. It also proposes an ISO 50001-aligned framework suitable for application in medium-sized cities in the Global South and positions primary care facilities as strategic assets within urban sustainability and SDG 11 agendas.

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