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Does seasonality affect snoring? A study based on international data from the past decade
BACKGROUND: Though snoring is often regarded as a harmless condition that coincides with sound sleep, it is a sleep disorder that can be a potential indicator of more severe conditions such as sleep apnea syndrome. In the present study, we investigated the association between seasonal variations and...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552723/ https://www.ncbi.nlm.nih.gov/pubmed/36219385 http://dx.doi.org/10.1007/s11325-022-02717-9 |
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author | Wang, Ping Chen, Cai Wang, Xingwei Zhang, Ningling Lv, Danyang Li, Wei Peng, Fulai Wang, Xiuli |
author_facet | Wang, Ping Chen, Cai Wang, Xingwei Zhang, Ningling Lv, Danyang Li, Wei Peng, Fulai Wang, Xiuli |
author_sort | Wang, Ping |
collection | PubMed |
description | BACKGROUND: Though snoring is often regarded as a harmless condition that coincides with sound sleep, it is a sleep disorder that can be a potential indicator of more severe conditions such as sleep apnea syndrome. In the present study, we investigated the association between seasonal variations and snoring. METHOD: Search index for snoring (SIS) data were obtained from Google Trends and Baidu Index. SIS data were collected for the USA, India, Germany, Russia, Japan, Australia, China, and Brazil from 2011 to 2020, with the periodicity of the relationship between seasonal time series data and snoring evaluated using a time series decomposition model. RESULT: The highest average SIS growth rates from 2011 to 2020 were observed for Brazil, Japan, and Germany, with average SIS values of 94%, 68%, and 49%, respectively. The SIS of the USA, Russia, Japan, Brazil, Australia, Germany, and India increased by 22.3%, 12.4%, 11.9%, 35.4%, 12.3%, 28.0%, and 55.8%, respectively, in comparison with their SIS values in 2019, whereas for China, it decreased by 13.7%. Relative to countries in the southern hemisphere, those in the northern hemisphere showed comparable SIS trends, increasing from September to February and decreasing from March to August. CONCLUSION: The SIS data showed cyclical changes over the study period. The search index for snoring increased during the cold season or the heating season, suggesting that snoring is associated with seasonal changes. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11325-022-02717-9. |
format | Online Article Text |
id | pubmed-9552723 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-95527232022-10-11 Does seasonality affect snoring? A study based on international data from the past decade Wang, Ping Chen, Cai Wang, Xingwei Zhang, Ningling Lv, Danyang Li, Wei Peng, Fulai Wang, Xiuli Sleep Breath Sleep Breathing Physiology and Disorders • Original Article BACKGROUND: Though snoring is often regarded as a harmless condition that coincides with sound sleep, it is a sleep disorder that can be a potential indicator of more severe conditions such as sleep apnea syndrome. In the present study, we investigated the association between seasonal variations and snoring. METHOD: Search index for snoring (SIS) data were obtained from Google Trends and Baidu Index. SIS data were collected for the USA, India, Germany, Russia, Japan, Australia, China, and Brazil from 2011 to 2020, with the periodicity of the relationship between seasonal time series data and snoring evaluated using a time series decomposition model. RESULT: The highest average SIS growth rates from 2011 to 2020 were observed for Brazil, Japan, and Germany, with average SIS values of 94%, 68%, and 49%, respectively. The SIS of the USA, Russia, Japan, Brazil, Australia, Germany, and India increased by 22.3%, 12.4%, 11.9%, 35.4%, 12.3%, 28.0%, and 55.8%, respectively, in comparison with their SIS values in 2019, whereas for China, it decreased by 13.7%. Relative to countries in the southern hemisphere, those in the northern hemisphere showed comparable SIS trends, increasing from September to February and decreasing from March to August. CONCLUSION: The SIS data showed cyclical changes over the study period. The search index for snoring increased during the cold season or the heating season, suggesting that snoring is associated with seasonal changes. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11325-022-02717-9. Springer International Publishing 2022-10-11 2023 /pmc/articles/PMC9552723/ /pubmed/36219385 http://dx.doi.org/10.1007/s11325-022-02717-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Sleep Breathing Physiology and Disorders • Original Article Wang, Ping Chen, Cai Wang, Xingwei Zhang, Ningling Lv, Danyang Li, Wei Peng, Fulai Wang, Xiuli Does seasonality affect snoring? A study based on international data from the past decade |
title | Does seasonality affect snoring? A study based on international data from the past decade |
title_full | Does seasonality affect snoring? A study based on international data from the past decade |
title_fullStr | Does seasonality affect snoring? A study based on international data from the past decade |
title_full_unstemmed | Does seasonality affect snoring? A study based on international data from the past decade |
title_short | Does seasonality affect snoring? A study based on international data from the past decade |
title_sort | does seasonality affect snoring? a study based on international data from the past decade |
topic | Sleep Breathing Physiology and Disorders • Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552723/ https://www.ncbi.nlm.nih.gov/pubmed/36219385 http://dx.doi.org/10.1007/s11325-022-02717-9 |
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