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Estimating psychophysiological loads by repeated temperature steps on humans using a state–space model

Author

Listed:
  • Miho Iwasaki
  • Yusuke Morito
  • Kyosuke Watanabe
  • Kiyoshi Kuroi
  • Shota Hori
  • Yoko Sakata
  • Kei Mizuno
  • Kazunobu Okazaki
  • Yasuyoshi Watanabe

Abstract

Humans are exposed to daily temperature differences indoors and outdoors worldwide; however, the associated risks to health and fatigue remain unclear. This study aimed to clarify the psychophysiological loads by repeated short-term temperature differences on Japanese individuals. Herein, 28 healthy individuals were repeatedly moved between two temperature environments, and their psychological/physiological responses to temperature differences in the environment were recorded [T26-26 (control), T26-31 (5 °C step), T26-36 (10 °C step), and T21-36 (15 °C step)]. We precisely estimated the accumulated effects (load) of repeated temperature steps using a Bayesian state–space model, and distinguished them from the direct effects of environmental changes. The Load to the autonomic nervous system was continuously enhanced (decreased high-frequency of RRI and increased low-frequency/high-frequency of RRI) in the trials with temperature steps, while it was less under the T21-36 (15 °C step) than under the T26-36 (10 °C step) condition. These findings could help formulate fatigue management approaches and recommend best practices to minimise adverse health effects related to sudden and uncontrollable environmental temperature steps/changes in everyday scenarios on the public.

Suggested Citation

  • Miho Iwasaki & Yusuke Morito & Kyosuke Watanabe & Kiyoshi Kuroi & Shota Hori & Yoko Sakata & Kei Mizuno & Kazunobu Okazaki & Yasuyoshi Watanabe, 2025. "Estimating psychophysiological loads by repeated temperature steps on humans using a state–space model," PLOS ONE, Public Library of Science, vol. 20(11), pages 1-16, November.
  • Handle: RePEc:plo:pone00:0335545
    DOI: 10.1371/journal.pone.0335545
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