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

Koshi, Asuka; Shiga, Kiko; Sugio, Tatsuki; Izumi, Keisuke; Minato, Kazumichi; Yoshimura, Michitaka; Kitazawa, Momoko; Hanashiro, Sayaka et al. · J Occup Environ Med · 2026

cross_sectional · Level IV

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Abstract

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. 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. 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. Tone-entropy distance may serve as a quantitative index of well-being.

Medical subject headings