CORE™ wearable sensor: comparison against gastrointestinal temperature during cold water ingestion and a 5 km running time-trial
Open accessAbstract
Five km running time-trials (TT) are associated with rapid and significant increases in core body temperature (T C ). For such races, real-time feedback from pre-exercise and exercise T C may be helpful in the design of an optimal pacing strategy aimed at limiting the possibility of developing heat-related illnesses. This study compared measurements of T C obtained with a wearable device, the CORE™, to those of a gastrointestinal pill (GI pill), during cold water ingestion and a 5 km running TT. Twelve participants (25 ± 4 yrs) ingested 7.5 mL/kg fat-free mass of 4 °C water over the first 5 min of a 120 min sitting period, after which they completed a 5 km running TT at 30 °C, 50% relative humidity. A T C difference > ± 0.25 °C between sensors was deemed clinically unacceptable. Prior to water ingestion, the CORE-derived T C was 0.49 ± 0.25 °C lower than the GI pill. The CORE was irresponsive to the 0.26 ± 0.22 °C peak decline in T C captured with the GI pill 40 min following water ingestion. Prior to the TT, T C was 0.30 ± 0.25 °C lower with the CORE than the GI pill. During the TT, the CORE underestimated the rate of increase in T C by 0.0125 ± 0.019 °C/min compared with the GI pill, and mean absolute difference in T C between sensors was of 0.47 ± 0.34 °C. In conclusion, the CORE does not capture the cooling effect of cold water ingestion and provides a clinically relevant underestimation of T C during a 5 km running TT in the heat.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
CORE sensors are shown to perform well in tracking rates of change, thus the delta Tcore differences observed in this study between active and less-active participants are likely valid.
“Furthermore, CORE sensors are shown to perform well in tracking rates of change,59 thus the delta Tcore differences observed in this study between active and less-active participants are likely valid.”
From Influence of habitual physical activity on cognitive performance of healthy young adults after passive heat exposure (2026) · cites this paper as [59]
Cites
Review of Wearable Devices and Data Collection Considerations for Connected Health
Vijayan, V., Connolly, J. P., Condell, J., McKelvey, N., & Gardiner, P. (2021) · Sensors · doi:10.3390/s21165589 · Cited by 435 · see citing works
Considerations for the measurement of core, skin and mean body temperatures
Taylor, N. A. S., Tipton, M. J., & Kenny, G. P. (2014) · Journal of Thermal Biology · doi:10.1016/j.jtherbio.2014.10.006 · Cited by 420 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Zhuo, F., Gaurani, R. J., Low, I. C. C., Deshayes, T. A., Lee, J. K. W., Cheung, S. S., Choo, P. L., & Tan, X. R. (2026) · Journal of Exercise Science & Fitness · doi:10.1016/j.jesf.2025.200436 · Cited by 1 · see citing works
Self-citation
- Authors
- Jolicoeur Desroches, A., Naulleau, C., Deshayes, T. A., Pancrate, T., & Goulet, E. D. B.
- Affiliations
- Université de Sherbrooke (CA)
- Corresponding author
- Goulet, Eric D.B.
- ORCID
- Venue
- Journal of Thermal Biology
- Publisher
- Elsevier BV
- Published
- 2023-07
- Volume
- 115
- Pages
- 103622
- ISSN
- 0306-4565 (ISSN-L)
- OpenAlex
- W4380785061
- Cited by
- 19
- References
- 2
- Citations by year
- 2026: 6 · 2025: 8 · 2024: 3 · 2023: 2
- FWCI
- 3.15
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- Journal of Thermal Biology (publishedVersion)
- SSRN Electronic Journal (acceptedVersion)
- PubMed (publishedVersion)
- Funders
- Université de Sherbrooke
- Topics
- Health Sciences › Medicine › Physiology › Thermoregulation and physiological responses
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports Performance and Training
- Keywords
- core body temperature, wearable temperature sensors, cold water ingestion, cooling effect, heat exposure, pacing strategy, heat-related illness, sensor accuracy
- MeSH terms
- Body Temperature, Cold Temperature, Drinking, Hot Temperature, Humans, Running, Temperature, Water
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review