ArticleInternational journal of environmental research and public health2022
A Comparative Study of Forehead Temperature and Core Body Temperature under Varying Ambient Temperature Conditions.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 26 citations in OpenAlex.
- Machine Learning Calibration of Smartphone-Based Infrared Thermal Cameras: Improved Bias and Persistent Random Error.Sensors (Basel, Switzerland) · 2026Article
- Core temperature measurement methods and their accuracy in pediatric intensive care units: a narrative review.Frontiers in pediatrics · 2026Review
- Factors Affecting the Applicability of Infrared Thermography as a Measure of Temperament in Cattle.Veterinary sciences · 2025Article
- Documentation of Core Temperature in Pediatric Patients Undergoing General Anesthesia: A Quality Improvement Initiative to Increase Compliance.Paediatric anaesthesia · 2025Article
- Smart Textiles for Personalized Sports and Healthcare.Nano-micro letters · 2025Review
- What is the Difference Between the Different Types of Thermometers?Turkish archives of pediatrics · 2025Article
- Validity of common body temperature sites and gait parameters during a heat tolerance test.Temperature (Austin, Tex.) · 2025Article
- Elevated Ambient Temperature Associated With Reduced Infectious Disease Test Positivity Rates: Retrospective Observational Analysis of Statewide COVID-19 Testing and Weather Across California Counties.JMIR public health and surveillance · 2024Observational
- Evaluating the Agreement between Oral, Armpit, and Ear Temperature Readings during Physical Activities in an Outdoor Setting.International journal of environmental research and public health · 2024Observational
- A Low-Cost Wearable Device to Estimate Body Temperature Based on Wrist Temperature.Sensors (Basel, Switzerland) · 2024Article
- Body Temperature Drop as a Humane Endpoint in Snake Venom-Lethality Neutralization Tests.Toxins · 2023Article
- Evaluation of a device to detect neonatal hypothermia in a clinical setting in Ghana.PLOS global public health · 2023Article
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
When the ambient temperature, in which a person is situated, fluctuates, the body's surface temperature will alter proportionally. However, the body's core temperature will remain relatively steady. Consequently, using body surface temperature to characterize the core body temperature of the human body in varied situations is still highly inaccurate. This research aims to investigate and establish the link between human body surface temperature and core body temperature in a variety of ambient conditions, as well as the associated conversion curves.
methodsPlan an experiment to measure temperature over a thousand times in order to get the corresponding data for human forehead, axillary, and oral temperatures at varying ambient temperatures (14-32 °C). Utilize the axillary and oral temperatures as the core body temperature standards or the control group to investigate the new approach's accuracy, sensitivity, and specificity for detecting fever/non-fever conditions and the forehead temperature as the experimental group. Analyze the statistical connection, data correlation, and agreement between the forehead temperature and the core body temperature.
resultsA total of 1080 tests measuring body temperature were conducted on healthy adults. The average axillary temperature was (36.7 ± 0.41) °C, the average oral temperature was (36.7 ± 0.33) °C, and the average forehead temperature was (36.2 ± 0.30) °C as a result of the shift in ambient temperature. The forehead temperature was 0.5 °C lower than the average of the axillary and oral temperatures. The Pearson correlation coefficient between axillary and oral temperatures was 0.41 (95% CI, 0.28-0.52), between axillary and forehead temperatures was 0.07 (95% CI, -0.07-0.22), and between oral and forehead temperatures was 0.26 (95% CI, 0.11-0.39). The mean differences between the axillary temperature and the oral temperature, the oral temperature and the forehead temperature, and the axillary temperature and the forehead temperature were -0.08 °C, 0.49 °C, and 0.42 °C, respectively, according to a Bland-Altman analysis. Finally, the regression analysis revealed that there was a linear association between the axillary temperature and the forehead temperature, as well as the oral temperature and the forehead temperature due to the change in ambient temperature.
conclusionThe changes in ambient temperature have a substantial impact on the temperature of the forehead. There are significant differences between the forehead and axillary temperatures, as well as the forehead and oral temperatures, when the ambient temperature is low. As the ambient temperature rises, the forehead temperature tends to progressively converge with the axillary and oral temperatures. In clinical or daily applications, it is not advised to utilize the forehead temperature derived from an uncorrected infrared thermometer as the foundation for a body temperature screening in public venues such as hospital outpatient clinics, shopping malls, airports, and train stations.
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