Subjective well-being and month-long LF/HF ratio among deskworkers

PLoS One. 2021 Sep 7;16(9):e0257062. doi: 10.1371/journal.pone.0257062. eCollection 2021.

Abstract

The importance of workers' well-being has been recognized in recent years. The assessment of well-being has been subjective, and few studies have sought potential biomarkers of well-being to date. This study examined the relationship between well-being and the LF/HF ratio, an index of heart rate variability that reflects sympathetic and parasympathetic nerve activity. Pulse waves were measured using photoplethysmography through a web camera attached to the computer used by each participant. The participants were asked to measure their pulse waves while working for 4 weeks, and well-being was assessed using self-reported measures such as the Satisfaction With Life Scale (SWLS), the Positive and Negative Affect Schedule (PANAS), and the Flourishing Scale (FS). Each of the well-being scores were split into two groups according to the median value, and the LF/HF ratio during work, as well as the number of times an LF/HF ratio threshold was either exceeded or subceeded, were compared between the high and low SWLS, positive emotion, negative emotion, and FS groups. Furthermore, to examine the effects of the LF/HF ratio and demographic characteristics on well-being, a multiple regression analysis was conducted. Data were obtained from 169 participants. The results showed that the low FS group had a higher mean LF/HF ratio during work than the high FS group. No significant differences were seen between the high and low SWLS groups, the high and low positive emotion groups, or the high and low negative emotion groups. The multiple regression analysis showed that the mean LF/HF ratio during work affected the FS and SWLS scores, and the number of times the mean LF/HF ratio exceeded +3 SD had an effect on the positive emotion. No effect of the LF/HF ratio on negative emotions was shown. The LF/HF ratio might be applicable as an objective measure of well-being.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Emotions / physiology
  • Female
  • Heart Rate / physiology*
  • Humans
  • Male
  • Personal Satisfaction
  • Sedentary Behavior*
  • Work*

Grants and funding

This research was supported by the Japan Agency for Medical Research and Development (AMED) under Grant Number 18le0110008h0001; “Unobtrusive Sensing Technology for Quantifying Stress and Wellbeing to Promote a Healthy Workplace”. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript."