Evidence map›Paper›PMID 39943584›Full record

ArticleSensors (Basel, Switzerland)2025

Design and Evaluation of Wearable Solar Radiation Shields for Enhanced Personal Heat Exposure Monitoring.

Dana Habeeb, Rahul Devajji, Nick Polak, Greatzel Unabia, Oscar Urbina

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. 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

5 authors.

Dana HabeebLuddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN 47408, USA.
Rahul DevajjiLuddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN 47408, USA.ORCID 0009-0003-0092-051X
Nick PolakO'Neill School of Public and Environmental Affairs, Indiana University, Bloomington, IN 47405, USA.
Greatzel UnabiaSchool of Science and Technology, Georgia Gwinnett College, Lawrenceville, GA 30043, USA.
Oscar UrbinaCollege of Engineering, The University of Texas at El Paso, El Paso, TX 79902, USA.

Funding

National Science Foundation (NSF) 1850269
6 · The paper itself

Abstract

Extreme heat is one of the main climate-induced public health risks to communities around the world. Understanding an individual's vulnerability to heat is challenging, as heat exposures vary significantly depending on occupation, travel behaviors, personal activities, and the surrounding urban environment. Previous validation studies have found that commonly used wearable temperature sensors are less reliable in highly urbanized areas and when worn in direct sunlight. The aim of our study is to investigate the potential to improve the reliability of wearable temperature sensors commonly used in personal heat exposure studies. To accomplish this aim, we designed and rapidly prototyped a set of solar radiations shields to decrease temperature bias when worn in direct sunlight and in areas of high impervious surfaces. In a field deployment, we tested four different form factors for solar radiation shields, which were specifically designed to house the iButton sensor and to be worn on-body. Initial results have shown that these wearable solar radiation shields can improve sensor reliability by decreasing temperature bias by 3 °F on average. These findings highlight the potential for wearable radiation shields to enhance personal heat exposure measurements in urban environments.

Indexed as

Hot TemperatureWearable Electronic DevicesEquipment DesignHumansSolar EnergySunlightextreme heatpersonal heat exposuresolar radiation shieldswearable sensors

Identifiers

PMID39943584
PMCPMC11820816

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.