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Updated: Jan 14, 2026

Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
Published on: February 21, 2025
Validity of thorax-worn GPS heart rate data during continuous incremental and intermittent running
Thomas Fary1, Grant Duthie2, Patrick Campbell2
1School of Behavioural and Health Sciences, Australian Catholic University, Australia; Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre, Australian Catholic University, Australia; Brisbane Broncos Rugby League Club, Australia.
Objectives:
To determine the level of agreement between Catapult Vector S7 and Polar H10 for measuring heart rate (HR) during continuous incremental and intermittent running.
Design:
Concurrent validity study.
Methods:
Twenty participants (n = 10 males, 10 females; age = 25.7 ± 4.9 years) completed a continuous incremental and intermittent running protocol on a motorised treadmill with HR measured wearing Catapult Vector S7 and Polar H10 devices. The continuous protocol involved incremental increases in speed at a fixed 1 % incline until at least 90 % of age-predicted heart rate max (HRmax) was reached. The intermittent protocol was completed following a standardised recovery period. Coefficient of determination (R2), root mean square error (RMSE), mean absolute percentage error (MAPE), mean bias, and 95 % limits of agreement (LoA) were used to measure agreement between the two devices.
Results:
Near-perfect agreement (R2 = 0.99 for all participants) between the two devices was observed for the continuous and intermittent protocols. The RMSE was low for all participants, measuring 1.6 beats per minute (bpm) during the continuous protocol and 1.2 bpm during the intermittent protocol. No systematic bias was observed in either protocol when grouped by sex. Although females showed slightly higher RMSE values in both the continuous (2.2 vs 0.7 bpm) and intermittent protocols (1.5 vs 0.8 bpm), the Vector S7 validity remained high.
Conclusions:
The Catapult Vector S7, in combination with Vector Elite 2.3 Vest, represents a highly valid alternative to chest-worn straps in measuring HR during high-intensity exercise involving continuous and intermittent running.
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