Validity of three smartwatches in estimating energy expenditure during outdoor walking and running

(Validität von drei Smartwatches zur Schätzung des Energieverbrauchs beim Gehen und Laufen im Freien)

Commercially wrist-worn devices often present inaccurate estimations of energy expenditure (EE), with large between-device differences. We aimed to assess the validity of the Apple Watch Series 6 (AW), Garmin FENIX 6 (GF) and Huawei Watch GT 2e (HW) in estimating EE during outdoor walking and running. Twenty young normal-weight Chinese adults concurrently wore three index devices randomly positioned at both wrists during walking at 6km/h and running at 10km/h for 2km on a 400- meter track. As a criterion, EE was assessed by indirect calorimetry (COSMED K5). For walking, EE from AW and GF was significantly higher than that obtained by the K5 (p < 0.001 and 0.002, respectively), but not for HW (p = 0.491). The mean absolute percentage error (MAPE) was 19.8% for AW, 32.0% for GF, and 9.9% for HW, respectively. The limits of agreement (LoA) were 44.1, 150.1 and 48.6kcal for AW, GF, and HW respectively. The intraclass correlation coefficient (ICC) was 0.821, 0.216 and 0.760 for AW, GF, and HW, respectively. For running, EE from AW and GF were significantly higher than the K5 (p < 0.001 and 0.001, respectively), but not for HW (p = 0.946). The MAPE was 24.4%, 21.8% and 11.9% for AW, GF and HW, respectively. LoA were 62.8, 89.4 and 65.6kcal for AW, GF and HW, respectively. The ICC was 0.741, 0.594, and 0.698 for AW, GF and HW, respectively. The results indicate that the tested smartwatches show a moderate validity in EE estimations for outdoor walking and running.
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Bibliographische Detailangaben
Schlagworte:
Notationen:Naturwissenschaften und Technik Ausdauersportarten
Tagging:Smart Watch Validität
Veröffentlicht in:Frontiers in Physiology
Sprache:Englisch
Veröffentlicht: 2022
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fphys.2022.995575/full
Jahrgang:13
Seiten:995575
Dokumentenarten:Artikel
Level:hoch