Validity and reliability of a wearable armband for continuous sweat conductivity monitoring during exercise

Introduction Sweating is essential for thermoregulation during exercise but causes variable losses of water and sodium chloride (NaCl). Field-based methods to assess these losses are limited by sampling errors and the lack of real-time feedback. This study evaluated the validity and reliability of the BeOne armband for continuous measurement of sweat conductivity, used to estimate sweat [NaCl] equivalent in real time. Methods Ten armbands were first tested against standard NaCl solutions (5–120 mmol·L −1 ) to assess the validity of the conductivity measurement. Reliability was then examined in sixteen men who completed two 60-min cycling sessions at 150 W in temperate condition (24 ± 1 °C; 50 ± 10% RH) while wearing armbands on both forearms. Outcomes included sweat onset (defined as the time from exercise onset to first detection of sweat conductivity), sweat [NaCl] equivalent drift, and time-normalized [NaCl] equivalent kinetics. Results Measured values showed minimal bias (0.28 mmol·L −1 , 95% LoA: –1.21 to 1.77), very low CVs (0.5–2.6%), and excellent inter-device agreement (ICC = 1.00) for conductivity measurements. During exercise, sweat onset did not differ between arms or sessions, but showed moderate within-session (ICC = 0.72) and low between-session reliability (ICC = 0.29), indicating substantial day-to-day variability of this specific index. Drift indices and time-normalized [NaCl] equivalent kinetics revealed a reproducible temporal profile, characterized by an initial peak, a rapid decline, a gradual increase, and a plateau toward the end of exercise. Conclusion The BeOne armband demonstrated excellent analytical validity for sweat conductivity measurement and reliable within-session characterization of conductivity-derived sweat electrolyte dynamics. Although conductivity-based [NaCl] equivalents do not represent a laboratory gold standard and remain sensitive to matrix effects and non-specific ionic contributions, this approach appears sufficiently robust for applied sport-science contexts requiring continuous monitoring.

Authors

Institutions

Publication Details

Journal
Frontiers in Physiology
Published
2026-04-30
DOI
https://doi.org/10.3389/fphys.2026.1809119
Primary Topic
Thermoregulation and physiological responses
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Validity and reliability of a wearable armband for continuous sweat conductivity monitoring during exercise

Georges Baquet, Serge Berthoin, Antoine Ferrari, Jean-Philippe Garnier et al.
Frontiers in Physiology
Thermoregulation and physiological responses
article

Validity and reliability of a wearable armband for continuous sweat conductivity monitoring during exercise

Georges Baquet, Serge Berthoin, Antoine Ferrari, Jean-Philippe Garnier, Sébastien Ratel
article en

Abstract

Introduction Sweating is essential for thermoregulation during exercise but causes variable losses of water and sodium chloride (NaCl). Field-based methods to assess these losses are limited by sampling errors and the lack of real-time feedback. This study evaluated the validity and reliability of the BeOne armband for continuous measurement of sweat conductivity, used to estimate sweat [NaCl] equivalent in real time. Methods Ten armbands were first tested against standard NaCl solutions (5–120 mmol·L −1 ) to assess the validity of the conductivity measurement. Reliability was then examined in sixteen men who completed two 60-min cycling sessions at 150 W in temperate condition (24 ± 1 °C; 50 ± 10% RH) while wearing armbands on both forearms. Outcomes included sweat onset (defined as the time from exercise onset to first detection of sweat conductivity), sweat [NaCl] equivalent drift, and time-normalized [NaCl] equivalent kinetics. Results Measured values showed minimal bias (0.28 mmol·L −1 , 95% LoA: –1.21 to 1.77), very low CVs (0.5–2.6%), and excellent inter-device agreement (ICC = 1.00) for conductivity measurements. During exercise, sweat onset did not differ between arms or sessions, but showed moderate within-session (ICC = 0.72) and low between-session reliability (ICC = 0.29), indicating substantial day-to-day variability of this specific index. Drift indices and time-normalized [NaCl] equivalent kinetics revealed a reproducible temporal profile, characterized by an initial peak, a rapid decline, a gradual increase, and a plateau toward the end of exercise. Conclusion The BeOne armband demonstrated excellent analytical validity for sweat conductivity measurement and reliable within-session characterization of conductivity-derived sweat electrolyte dynamics. Although conductivity-based [NaCl] equivalents do not represent a laboratory gold standard and remain sensitive to matrix effects and non-specific ionic contributions, this approach appears sufficiently robust for applied sport-science contexts requiring continuous monitoring.

Frontiers in PhysiologyVol. 17
University of Clermont Auvergne (FR), Unité de Recherche Pluridisciplinaire Sport, Santé, Société (FR), Centre d'Investigation Clinique - Innovation Technologique (FR)
Clean water and sanitation
Openalex Percentile: Top 12%
Thermoregulation and physiological responses
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.