Novel presenteeism evaluation system using tailored individual reference of heart rate variability

Introduction To overcome a questionnaire’s limitations, objective and simple physiological indices for presenteeism are required. This study aimed to examine the feasibility of a novel method for identifying presenteeism that applies individualized references based on step count and heart rate variability (HRV) monitoring using a smartwatch.Methods This prospective study included 330 office workers (male ratio, 81.8%; age: 44 ± 11 years) without diagnosed disease who performed a 30-second HRV self-measurement each morning and daily step auto-collection for 45+ days and responded to the Japanese version of the work limitation questionnaire (WLQ-J). For the coefficient of variation of R-R interval (CVRR) and coefficient of component variance of the low-frequency to high-frequency power ratio (ccvL/H), for which individual references were calculated using holiday data, the average values for the last 2 weeks were analyzed. For step count, wherein the individual reference was calculated using all data during the trial, data from the day before the WLQ-J assessment were analyzed. Individual CVRR, ccvL/H, and step scores were collectively classified into eight categories, and the WLQ-J scores in each category were compared.Results Participants with lower CVRR, fewer steps, and higher ccvL/H exhibited higher at-work productivity loss scores than those with lower CVRR, lower ccvL/H, and more steps (Cohen’s d = 0.73, p = 0.02, 95% confidence interval = 1.19–4.29), particularly in time management and mental interpersonal task components.Conclusions This novel, individually tailored evaluation system demonstrated the ability to identify presenteeism, offering potential applications for health promotion.

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Publication Details

Journal
Critical Public Health
Published
2026-01-09
DOI
https://doi.org/10.1080/09581596.2025.2611212
Primary Topic
Workplace Health and Well-being
Type
article
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article

Novel presenteeism evaluation system using tailored individual reference of heart rate variability

K. Sato, Hiroki Okawara, Takeo Nagura, Yoshinori Katsumata et al.
Critical Public Health
Workplace Health and Well-being
article

Novel presenteeism evaluation system using tailored individual reference of heart rate variability

K. Sato, Hiroki Okawara, Takeo Nagura, Yoshinori Katsumata, Masaya Nakamura
article en

Abstract

Introduction To overcome a questionnaire’s limitations, objective and simple physiological indices for presenteeism are required. This study aimed to examine the feasibility of a novel method for identifying presenteeism that applies individualized references based on step count and heart rate variability (HRV) monitoring using a smartwatch.Methods This prospective study included 330 office workers (male ratio, 81.8%; age: 44 ± 11 years) without diagnosed disease who performed a 30-second HRV self-measurement each morning and daily step auto-collection for 45+ days and responded to the Japanese version of the work limitation questionnaire (WLQ-J). For the coefficient of variation of R-R interval (CVRR) and coefficient of component variance of the low-frequency to high-frequency power ratio (ccvL/H), for which individual references were calculated using holiday data, the average values for the last 2 weeks were analyzed. For step count, wherein the individual reference was calculated using all data during the trial, data from the day before the WLQ-J assessment were analyzed. Individual CVRR, ccvL/H, and step scores were collectively classified into eight categories, and the WLQ-J scores in each category were compared.Results Participants with lower CVRR, fewer steps, and higher ccvL/H exhibited higher at-work productivity loss scores than those with lower CVRR, lower ccvL/H, and more steps (Cohen’s d = 0.73, p = 0.02, 95% confidence interval = 1.19–4.29), particularly in time management and mental interpersonal task components.Conclusions This novel, individually tailored evaluation system demonstrated the ability to identify presenteeism, offering potential applications for health promotion.

Critical Public HealthVol. 36(1)
Keio University (JP)
Decent work and economic growth
Openalex Percentile: Top 93%
Workplace Health and Well-being
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Novel presenteeism evaluation system using tailored individual reference of heart rate variability — K. Sato, Hiroki Okawara, et al. · Critical Public Health (2026) | TGRS Research Map | TGRS