Evidence map›Paper›PMID 41183098›Full record

ArticlePloS one2025

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

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

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Miho IwasakiRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.
Yusuke MoritoRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.
Kyosuke WatanabeRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.ORCID https://orcid.org/0000-0001-6261-5690
Kiyoshi KuroiRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.
Shota HoriRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.
Yoko SakataRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.
Kei MizunoRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.
Kazunobu OkazakiRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.
Yasuyoshi WatanabeRIKEN Center for Biosystems Dynamics Research, Chuo-ku, Kobe City, Hyogo, Japan.ORCID https://orcid.org/0000-0003-2623-5599

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

TemperatureAdultAutonomic Nervous SystemBayes TheoremFatigueFemaleHeart RateHumansMalePsychophysiologyYoung Adult

Identifiers

PMID41183098
PMCPMC12582479

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.