Evidence map›Paper›PMID 41708811›Full record

ArticleScientific reports2026

Interaction effect of courtyard building form and orientation on energy performance of hospitals in warm humid climate.

Harshalatha, Shantharam Patil

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

HarshalathaManipal School of Architecture and Planning, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
Shantharam PatilManipal School of Architecture and Planning, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India. patil.s@manipal.edu.ORCID http://orcid.org/0000-0002-3874-2232

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The built environment plays a crucial role in optimizing energy consumption within hospital buildings. Enhancing its efficiency is vital for sustainable development. The form, shape and orientation of hospital buildings significantly impact their energy performance, leading to energy savings, improved indoor air quality, and enhanced thermal comfort. This research focuses on assessing the interactive effect of courtyard building forms and orientation on energy performance in hospital buildings in warm humid climatic zone of Indian coastal region. The findings suggest that building form consistently plays a dominant role in determining the energy performance Index (EPI), while orientation exerts a more nuanced and season-dependent influence. The study reveals a significant interaction between forms and orientation, indicating an interdependent effect on energy-efficient building design. The model explains 98.6% of variation in EPI, with an excellent fit and low standard error, highlighting the importance of optimizing both forms and orientations for energy-efficient building designs. This study presents a novel perspective on performance-driven sustainable hospital design, tailored to the unique climatic demands of India's coastal, warm-humid regions. In the context of climate change, the study emphasizes the need for passive design measures, adaptive architectural solutions, and performance-based modelling to lower operational energy demand and enhance resilience to climatic shifts.

Indexed as

Hospital Design and ConstructionHospitalsHumidityClimateClimate ChangeHumansIndiaThermal ComfortArchitectural designBuilding formClimate changeEnergy performance index (EPI)Interactive effectOrientationWarm humid

Identifiers

PMID41708811
PMCPMC13013707

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.