HR prediction model parameters.
<div><p>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...
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2025
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| _version_ | 1852015196075196416 |
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| author | Miho Iwasaki (22553084) |
| author2 | Yusuke Morito (16179926) Kyosuke Watanabe (14214065) Kiyoshi Kuroi (22553087) Shota Hori (8310348) Yoko Sakata (689661) Kei Mizuno (15239) Kazunobu Okazaki (22553090) Yasuyoshi Watanabe (15245) |
| author2_role | author author author author author author author author |
| author_facet | Miho Iwasaki (22553084) Yusuke Morito (16179926) Kyosuke Watanabe (14214065) Kiyoshi Kuroi (22553087) Shota Hori (8310348) Yoko Sakata (689661) Kei Mizuno (15239) Kazunobu Okazaki (22553090) Yasuyoshi Watanabe (15245) |
| author_role | author |
| dc.creator.none.fl_str_mv | Miho Iwasaki (22553084) Yusuke Morito (16179926) Kyosuke Watanabe (14214065) Kiyoshi Kuroi (22553087) Shota Hori (8310348) Yoko Sakata (689661) Kei Mizuno (15239) Kazunobu Okazaki (22553090) Yasuyoshi Watanabe (15245) |
| dc.date.none.fl_str_mv | 2025-11-03T18:33:06Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0335545.s010 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/HR_prediction_model_parameters_/30523043 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Molecular Biology Neuroscience Biotechnology Evolutionary Biology Ecology Developmental Biology Cancer Infectious Diseases xlink "> 26 xlink "> 21 state &# 8211 recommend best practices fatigue remain unclear autonomic nervous system 5 &# 176 15 &# 176 10 &# 176 36 </ sub 31 </ sub 26 </ sub two temperature environments 28 healthy individuals c step )]. term temperature differences estimating psychophysiological loads div >< p c step ), repeated temperature steps c step temperature steps temperature differences psychophysiological loads repeated short japanese individuals control ), sub xmlns study aimed space model repeatedly moved precisely estimated physiological responses outdoors worldwide increased low everyday scenarios direct effects continuously enhanced associated risks accumulated effects |
| dc.title.none.fl_str_mv | HR prediction model parameters. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <div><p>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<sub>26-26</sub> (control), T<sub>26-31</sub> (5 °C step), T<sub>26-36</sub> (10 °C step), and T<sub>21-36</sub> (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<sub>21-36</sub> (15 °C step) than under the T<sub>26-36</sub> (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.</p></div> |
| eu_rights_str_mv | openAccess |
| id | Manara_ff366202ccfa2ab2e155f9a005de9482 |
| identifier_str_mv | 10.1371/journal.pone.0335545.s010 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30523043 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | HR prediction model parameters.Miho Iwasaki (22553084)Yusuke Morito (16179926)Kyosuke Watanabe (14214065)Kiyoshi Kuroi (22553087)Shota Hori (8310348)Yoko Sakata (689661)Kei Mizuno (15239)Kazunobu Okazaki (22553090)Yasuyoshi Watanabe (15245)Molecular BiologyNeuroscienceBiotechnologyEvolutionary BiologyEcologyDevelopmental BiologyCancerInfectious Diseasesxlink "> 26xlink "> 21state &# 8211recommend best practicesfatigue remain unclearautonomic nervous system5 &# 17615 &# 17610 &# 17636 </ sub31 </ sub26 </ subtwo temperature environments28 healthy individualsc step )].term temperature differencesestimating psychophysiological loadsdiv >< pc step ),repeated temperature stepsc steptemperature stepstemperature differencespsychophysiological loadsrepeated shortjapanese individualscontrol ),sub xmlnsstudy aimedspace modelrepeatedly movedprecisely estimatedphysiological responsesoutdoors worldwideincreased loweveryday scenariosdirect effectscontinuously enhancedassociated risksaccumulated effects<div><p>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<sub>26-26</sub> (control), T<sub>26-31</sub> (5 °C step), T<sub>26-36</sub> (10 °C step), and T<sub>21-36</sub> (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<sub>21-36</sub> (15 °C step) than under the T<sub>26-36</sub> (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.</p></div>2025-11-03T18:33:06ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0335545.s010https://figshare.com/articles/dataset/HR_prediction_model_parameters_/30523043CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/305230432025-11-03T18:33:06Z |
| spellingShingle | HR prediction model parameters. Miho Iwasaki (22553084) Molecular Biology Neuroscience Biotechnology Evolutionary Biology Ecology Developmental Biology Cancer Infectious Diseases xlink "> 26 xlink "> 21 state &# 8211 recommend best practices fatigue remain unclear autonomic nervous system 5 &# 176 15 &# 176 10 &# 176 36 </ sub 31 </ sub 26 </ sub two temperature environments 28 healthy individuals c step )]. term temperature differences estimating psychophysiological loads div >< p c step ), repeated temperature steps c step temperature steps temperature differences psychophysiological loads repeated short japanese individuals control ), sub xmlns study aimed space model repeatedly moved precisely estimated physiological responses outdoors worldwide increased low everyday scenarios direct effects continuously enhanced associated risks accumulated effects |
| status_str | publishedVersion |
| title | HR prediction model parameters. |
| title_full | HR prediction model parameters. |
| title_fullStr | HR prediction model parameters. |
| title_full_unstemmed | HR prediction model parameters. |
| title_short | HR prediction model parameters. |
| title_sort | HR prediction model parameters. |
| topic | Molecular Biology Neuroscience Biotechnology Evolutionary Biology Ecology Developmental Biology Cancer Infectious Diseases xlink "> 26 xlink "> 21 state &# 8211 recommend best practices fatigue remain unclear autonomic nervous system 5 &# 176 15 &# 176 10 &# 176 36 </ sub 31 </ sub 26 </ sub two temperature environments 28 healthy individuals c step )]. term temperature differences estimating psychophysiological loads div >< p c step ), repeated temperature steps c step temperature steps temperature differences psychophysiological loads repeated short japanese individuals control ), sub xmlns study aimed space model repeatedly moved precisely estimated physiological responses outdoors worldwide increased low everyday scenarios direct effects continuously enhanced associated risks accumulated effects |