Validity of trunk acceleration measurement with a chest-worn monitor for assessment of physical activity intensity

Masahiko Mukaino; Takayuki Ogasawara; Hirotaka Matsuura; Yasushi Aoshima; Takuya Suzuki; Shotaro Furuzawa; Masumi Yamaguchi; Hiroshi Nakashima; Eiichi Saitoh; Shingo Tsukada; Yohei Otaka

doi:10.1186/s13102-022-00492-4

Validity of trunk acceleration measurement with a chest-worn monitor for assessment of physical activity intensity

BMC Sports Sci Med Rehabil. 2022 Jun 10;14(1):104. doi: 10.1186/s13102-022-00492-4.

Authors

Affiliations

¹ Department of Rehabilitation Medicine I, School of Medicine, Fujita Health University, Toyoake, Aichi, Japan. mmukaino@fujita-hu.ac.jp.
² NTT Basic Research Laboratories and Bio-Medical Informatics Research Center, NTT Corporation, Atsugi, Kanagawa, Japan.
³ Department of Rehabilitation Medicine I, School of Medicine, Fujita Health University, Toyoake, Aichi, Japan.
⁴ Department of Rehabilitation Medicine, Nippon Medical School Chiba Hokuso Hospital, Inzai, Chiba, Japan.
⁵ Department of Rehabilitation, Fujita Health University Hospital, Toyoake, Aichi, Japan.

Abstract

Background: Recent advancements in wearable technology have enabled easy measurement of daily activities, potentially applicable in rehabilitation practice for various purposes such as maintaining and increasing patients' activity levels. In this study, we aimed to examine the validity of trunk acceleration measurement using a chest monitor embedded in a smart clothing system ('hitoe' system), an emerging wearable system, in assessing the physical activity in an experimental setting with healthy subjects (Study 1) and in a clinical setting with post-stroke patients (Study 2).

Methods: Study 1 involved the participation of 14 healthy individuals. The trunk acceleration, heart rate (HR), and oxygen consumption were simultaneously measured during treadmill testing with a Bruce protocol. Trunk acceleration and HR were measured using the "hitoe" system, a smart clothing system with embedded chest sensors. Expiratory gas analysis was performed to measure oxygen consumption. Three parameters, moving average (MA), moving standard deviation (MSD), and moving root mean square (RMS), were calculated from the norm of the trunk acceleration. The relationships between these accelerometer-based parameters and oxygen consumption-based physical activity intensity measured with the percent VO2 reserve (%VO₂R) were examined. In Study 2, 48 h of simultaneous measurement of trunk acceleration and heart rate-based physical activity intensity in terms of percent heart rate reserve (%HRR) was conducted with the "hitoe" system in 136 post-stroke patients.

Results: The values of MA, MSD, RMS, and %VO₂R were significantly different between levels 1, 2, 3, and 4 in the Bruce protocol (P < 0.01). The average coefficients of determination for individual regression for %VO₂R versus MA, %VO₂R versus MSD, and %VO₂R versus RMS were 0.89 ± 0.05, 0.96 ± 0.03, and 0.91 ± 0.05, respectively. Among the parameters examined, MSD showed the best correlation with %VO₂R, indicating high validity of the parameter for assessing physical activity intensity. The 48-h measurement of MSD and %HRR in post-stroke patients showed significant within-individual correlation (P < 0.05) in 131 out of 136 patients (correlation coefficient: 0.60 ± 0.16).

Conclusions: The results support the validity of the MSD calculated from the trunk acceleration measured with a smart clothing system in assessing the physical activity intensity.

Trial registration: UMIN000034967. Registered 21 November 2018 (retrospectively registered).

Keywords: Acceleration; Physical activity; Smart clothing system.