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

M Miho Iwasaki Y Yusuke Morito K Kyosuke Watanabe K Kiyoshi Kuroi S Shota Hori Y Yoko Sakata K Kei Mizuno K Kazunobu Okazaki Y 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 [T 26-26 (control), T 26-31 (5 °C step), T 26-36 (10 °C step), and T 21-36 (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 T 21-36 (15 °C step) than under the T 26-36 (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.

Article Details

Journal PLoS ONE
Volume / Issue Vol. 20, Issue 11
Published November 03, 2025
Pages e0335545
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (9)

M

Miho Iwasaki

Y

Yusuke Morito

K

Kyosuke Watanabe

K

Kiyoshi Kuroi

S

Shota Hori

Y

Yoko Sakata

K

Kei Mizuno

K

Kazunobu Okazaki

Y

Yasuyoshi Watanabe