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.
Authors
- Momoko Kitazawa (ORCID: https://orcid.org/0000-0002-8160-8418)
- Kazumichi Minato (ORCID: https://orcid.org/0000-0003-1385-8404)
- Masaru Mimura (ORCID: https://orcid.org/0000-0002-3874-5273)
- Kiko Shiga (ORCID: https://orcid.org/0000-0002-0669-9508)
- Asuka Koshi
- Michitaka Yoshimura (ORCID: https://orcid.org/0000-0002-0853-9313)
- Sayaka Hanashiro
- Tatsuki Sugio
- Taishiro Kishimoto
- Hiroyuki Uchida
- Keisuke Izumi
Institutions
- 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)
Publication Details
- Journal
- PubMed
- Published
- 2026-05-01
- DOI
- https://doi.org/10.1097/jom.0000000000003629
- Primary Topic
- Heart Rate Variability and Autonomic Control
- Type
- article
- Field-Weighted Citation Impact
- 0.00