Estimating psychophysiological loads by repeated temperature steps on humans using a state–space model
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.
Authors
- Kiyoshi Kuroi
- Shota Hori (ORCID: https://orcid.org/0000-0001-8991-3014)
- Yoko Sakata
- Yusuke Morito
- Kyosuke Watanabe (ORCID: https://orcid.org/0000-0001-6261-5690)
- Yasuyoshi Watanabe (ORCID: https://orcid.org/0000-0003-2623-5599)
- Kazunobu Okazaki (ORCID: https://orcid.org/0000-0003-1482-5516)
- Kei Mizuno
- Miho Iwasaki
Institutions
- Osaka City University (JP)
- Daikin (Japan) (JP)
- RIKEN Center for Biosystems Dynamics Research (JP)
- Kobe University (JP)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-11-03
- DOI
- https://doi.org/10.1371/journal.pone.0335545
- Primary Topic
- Thermoregulation and physiological responses
- Type
- article
- Field-Weighted Citation Impact
- 0.00