Evidence map›Paper›PMID 41204070›Full record

ArticleInternational journal of emergency medicine2025

Conductive heat loss in simulated outdoor settings: a preliminary experimental human study.

Tomasz Sanak, Mateusz Putowski, Stanisław Krzeptowski-Sabała, Janusz Pobędza, Paweł Walczak, Konrad Mendrala, Tomasz Darocha, Sylweriusz Kosiński

Abstract read
In one paragraph

Article in International journal of emergency medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Tomasz SanakDepartment of Emergency Medicine, Faculty of Health Sciences, Jagiellonian University Medical College, Kraków, Poland. tomasz.sanak@uj.edu.pl.
Mateusz PutowskiJan Kochanowski University, Collegium Medicum, Kielce, Poland.
Stanisław Krzeptowski-SabałaTatra Mountain Rescue Service, Zakopane, Poland.
Janusz PobędzaLaboratory of Techno-Climatic Research and Heavy Duty Machines, Cracow University of Technology, Kraków, Poland.
Paweł WalczakLaboratory of Techno-Climatic Research and Heavy Duty Machines, Cracow University of Technology, Kraków, Poland.
Konrad MendralaDepartment of Anesthesiology and Intensive Care, Medical University of Silesia, Katowice, Poland.
Tomasz DarochaDepartment of Anesthesiology and Intensive Care, Medical University of Silesia, Katowice, Poland.
Sylweriusz KosińskiTatra Mountain Rescue Service, Zakopane, Poland.

Funding

National Science Centre 451114
6 · The paper itself

Abstract

backgroundLittle is known about the nature and magnitude of conductive heat loss in outdoor environments. Although manikin studies provide reproducible and consistent data, they may not fully reflect all aspects of human physiological responses. This preliminary study assessed heat loss in volunteers under simulated outdoor conditions, with a focus on heat flux toward the ground, which primarily represents heat conduction.

methodsAn experimental study was conducted with seven healthy volunteers in a thermoclimatic chamber. A two-phase rescue scenario was employed in which a person immobilized on a spineboard was placed directly on the ground (Phase 1) and then lifted upwards under windy conditions (Phase 2). Heat flux was measured via heat flow sensors placed on the volunteers' skin. The driving force for conductive heat loss was determined on the basis of the temperature difference between the skin and the spineboard. A linear regression model was used to analyse the relationship between heat flux and temperature difference.

resultsThe mean skin-spineboard temperature difference was 23,6 ± 2,9 °C and increased over time. The mean heat flux through the contact area was 467 ± 97 W/m2. A significant increase in heat flux to 560 ± 45 W/m2 was recorded in Phase 2 of the experiment. Multiplication of the heat flux per area times the contact area resulted in a mean heat loss of 159 Watts. In both phases, a strong linear relationship was found between back skin temperature and heat flux. In Phase 1, the relationship was positive (β=+31 W/m² per 1 °C decrease in skin temperature; R²=0.986; p < 0.001), whereas in Phase 2, it was negative (β=-20 W/m² per 1 °C decrease; R²=0.946; p < 0.001).

conclusionsThe heat flux through the skin-to-spineboard interface, which is mainly conductive loss, is one-fourth greater than the heat flux through the skin of anterior body. Heat conduction towards the ground accounts for approximately one-fifth of the total heat loss. The heat flux through the skin-to-spineboard contact surface may increase when the spineboard is lifted from the ground in windy conditions.

Indexed as

Body temperature regulationCold exposureHeat lossHypothermia, accidentalWilderness

Identifiers

PMID41204070
PMCPMC12595900

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LicenceCC BY-NC-ND
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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.