Novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults

Abstract How circadian rhythms of activity manifest themselves in social life of humans remains one of the most intriguing questions in chronobiology and a major issue for personalized medicine. Over the past years, substantial advances have been made in understanding the personal nature and the rob...

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Autores principales:	Timothée Aubourg, Jacques Demongeot, Nicolas Vuillerme
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/659bb288def344ac9cb6f75ee9cba7d7
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spelling	oai:doaj.org-article:659bb288def344ac9cb6f75ee9cba7d72021-12-02T11:43:50ZNovel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults10.1038/s41598-020-77795-42045-2322https://doaj.org/article/659bb288def344ac9cb6f75ee9cba7d72020-12-01T00:00:00Zhttps://doi.org/10.1038/s41598-020-77795-4https://doaj.org/toc/2045-2322Abstract How circadian rhythms of activity manifest themselves in social life of humans remains one of the most intriguing questions in chronobiology and a major issue for personalized medicine. Over the past years, substantial advances have been made in understanding the personal nature and the robustness—i.e. the persistence—of the circadian rhythms of social activity by the analysis of phone use. At this stage however, the consistency of such advances as their statistical validity remains unclear. The present paper has been specifically designed to address this issue. To this end, we propose a novel statistical procedure for the measurement of the circadian rhythms of social activity which is particularly well-suited for the existing framework of persistence analysis. Furthermore, we illustrate how this procedure works concretely by assessing the persistence of the circadian rhythms of telephone call activity from a 12-month call detail records (CDRs) dataset of adults over than 65 years. The results show the ability of our approach for assessing persistence with a statistical significance. In the field of CDRs analysis, this novel statistical approach can be used for completing the existing methods used to analyze the persistence of the circadian rhythms of a social nature. More importantly, it provides an opportunity to open up the analysis of CDRs for various domains of application in personalized medicine requiring access to statistical significance such as health care monitoring.Timothée AubourgJacques DemongeotNicolas VuillermeNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 10, Iss 1, Pp 1-10 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Timothée Aubourg Jacques Demongeot Nicolas Vuillerme Novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults
description	Abstract How circadian rhythms of activity manifest themselves in social life of humans remains one of the most intriguing questions in chronobiology and a major issue for personalized medicine. Over the past years, substantial advances have been made in understanding the personal nature and the robustness—i.e. the persistence—of the circadian rhythms of social activity by the analysis of phone use. At this stage however, the consistency of such advances as their statistical validity remains unclear. The present paper has been specifically designed to address this issue. To this end, we propose a novel statistical procedure for the measurement of the circadian rhythms of social activity which is particularly well-suited for the existing framework of persistence analysis. Furthermore, we illustrate how this procedure works concretely by assessing the persistence of the circadian rhythms of telephone call activity from a 12-month call detail records (CDRs) dataset of adults over than 65 years. The results show the ability of our approach for assessing persistence with a statistical significance. In the field of CDRs analysis, this novel statistical approach can be used for completing the existing methods used to analyze the persistence of the circadian rhythms of a social nature. More importantly, it provides an opportunity to open up the analysis of CDRs for various domains of application in personalized medicine requiring access to statistical significance such as health care monitoring.
format	article
author	Timothée Aubourg Jacques Demongeot Nicolas Vuillerme
author_facet	Timothée Aubourg Jacques Demongeot Nicolas Vuillerme
author_sort	Timothée Aubourg
title	Novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults
title_short	Novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults
title_full	Novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults
title_fullStr	Novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults
title_full_unstemmed	Novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults
title_sort	novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/659bb288def344ac9cb6f75ee9cba7d7
work_keys_str_mv	AT timotheeaubourg novelstatisticalapproachforassessingthepersistenceofthecircadianrhythmsofsocialactivityfromtelephonecalldetailrecordsinolderadults AT jacquesdemongeot novelstatisticalapproachforassessingthepersistenceofthecircadianrhythmsofsocialactivityfromtelephonecalldetailrecordsinolderadults AT nicolasvuillerme novelstatisticalapproachforassessingthepersistenceofthecircadianrhythmsofsocialactivityfromtelephonecalldetailrecordsinolderadults
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Novel statistical approach for assessing the persistence of the circadian rhythms of social activity from telephone call detail records in older adults

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