An Objective Index of Office Workers' Well-Being Based on HRV-Derived Tone and Entropy: A 4-Week Observational Study.

OBJECTIVE: Well-being is increasingly recognized as vital for mental health, yet its relationship to heart rate variability (HRV)-particularly tone and entropy-remains unclear. We proposed using HRV tone-entropy distance to quantify worker well-being in real-world settings. METHODS: Pulse waves were measured using PC cameras in the workplace. Well-being was assessed using the Satisfaction with Life Scale (SWLS), the Positive and Negative Affect Schedule (PANAS), and the Flourishing Scale (FS). Correlations between these scores and tone-entropy distance were examined. RESULTS: Among 149 participants, significant, though small, correlations were observed between tone-entropy distance and SWLS and FS scores (r = -0.25, -0.30, respectively). A trend-level correlation was observed for PANAS positive and negative emotion. Some conventional HRV distances also showed significant correlations, but these were numerically smaller. CONCLUSIONS: Tone-entropy distance may serve as a quantitative index of well-being.

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Journal
PubMed
Published
2026-05-01
DOI
https://doi.org/10.1097/jom.0000000000003629
Primary Topic
Heart Rate Variability and Autonomic Control
Type
article
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article

An Objective Index of Office Workers' Well-Being Based on HRV-Derived Tone and Entropy: A 4-Week Observational Study.

Momoko Kitazawa, Kazumichi Minato, Masaru Mimura, Kiko Shiga et al.
PubMed
Heart Rate Variability and Autonomic Control
article

An Objective Index of Office Workers' Well-Being Based on HRV-Derived Tone and Entropy: A 4-Week Observational Study.

Momoko Kitazawa, Kazumichi Minato, Masaru Mimura, Kiko Shiga, Asuka Koshi, Michitaka Yoshimura, Sayaka Hanashiro, Tatsuki Sugio, Taishiro Kishimoto, Hiroyuki Uchida, Keisuke Izumi
article en

Abstract

OBJECTIVE: Well-being is increasingly recognized as vital for mental health, yet its relationship to heart rate variability (HRV)-particularly tone and entropy-remains unclear. We proposed using HRV tone-entropy distance to quantify worker well-being in real-world settings. METHODS: Pulse waves were measured using PC cameras in the workplace. Well-being was assessed using the Satisfaction with Life Scale (SWLS), the Positive and Negative Affect Schedule (PANAS), and the Flourishing Scale (FS). Correlations between these scores and tone-entropy distance were examined. RESULTS: Among 149 participants, significant, though small, correlations were observed between tone-entropy distance and SWLS and FS scores (r = -0.25, -0.30, respectively). A trend-level correlation was observed for PANAS positive and negative emotion. Some conventional HRV distances also showed significant correlations, but these were numerically smaller. CONCLUSIONS: Tone-entropy distance may serve as a quantitative index of well-being.

PubMedVol. 68(5)
Keio University (JP), Shigakukan University (JP), Jefferson Community and Technical College (US), Tokyo Medical Center (JP), Donald & Barbara Zucker School of Medicine at Hofstra/Northwell (US), Norwegian Womens Public Health Association (NO)
Decent work and economic growth
Openalex Percentile: Top 5%
Heart Rate Variability and Autonomic Control
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An Objective Index of Office Workers' Well-Being Based on HRV-Derived Tone and Entropy: A 4-Week Observational Study. — Momoko Kitazawa, Kazumichi Minato, et al. · PubMed (2026) | TGRS Research Map | TGRS