Tracking COVID-19 using taste and smell loss Google searches is not a reliable strategy

Abstract Web search tools are widely used by the general public to obtain health-related information, and analysis of search data is often suggested for public health monitoring. We analyzed popularity of searches related to smell loss and taste loss, recently listed as symptoms of COVID-19. Searche...

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Main Authors: Kim Asseo, Fabrizio Fierro, Yuli Slavutsky, Johannes Frasnelli, Masha Y. Niv
Format: Article
Language:English
Published: Nature Publishing Group 2020-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-77316-3
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spelling doaj-990185c808b1440cb4814702f131ee302020-12-08T09:55:32ZengNature Publishing GroupScientific Reports2045-23222020-11-011011810.1038/s41598-020-77316-3Tracking COVID-19 using taste and smell loss Google searches is not a reliable strategyKim Asseo0Fabrizio Fierro1Yuli Slavutsky2Johannes Frasnelli3Masha Y. Niv4The Institute of Biochemistry, Food Science and Nutrition, The Faculty of Agriculture, Food and Environment, The Hebrew University of JerusalemThe Institute of Biochemistry, Food Science and Nutrition, The Faculty of Agriculture, Food and Environment, The Hebrew University of JerusalemDepartment of Statistics and Data Science, The Hebrew University of JerusalemDepartment of Anatomy, University of Québec in Trois-RivièresThe Institute of Biochemistry, Food Science and Nutrition, The Faculty of Agriculture, Food and Environment, The Hebrew University of JerusalemAbstract Web search tools are widely used by the general public to obtain health-related information, and analysis of search data is often suggested for public health monitoring. We analyzed popularity of searches related to smell loss and taste loss, recently listed as symptoms of COVID-19. Searches on sight loss and hearing loss, which are not considered as COVID-19 symptoms, were used as control. Google Trends results per region in Italy or state in the US were compared to COVID-19 incidence in the corresponding geographical areas. The COVID-19 incidence did not correlate with searches for non-symptoms, but in some weeks had high correlation with taste and smell loss searches, which also correlated with each other. Correlation of the sensory symptoms with new COVID-19 cases for each country as a whole was high at some time points, but decreased (Italy) or dramatically fluctuated over time (US). Smell loss searches correlated with the incidence of media reports in the US. Our results show that popularity of symptom searches is not reliable for pandemic monitoring. Awareness of this limitation is important during the COVID-19 pandemic, which continues to spread and to exhibit new clinical manifestations, and for potential future health threats.https://doi.org/10.1038/s41598-020-77316-3
collection DOAJ
language English
format Article
sources DOAJ
author Kim Asseo
Fabrizio Fierro
Yuli Slavutsky
Johannes Frasnelli
Masha Y. Niv
spellingShingle Kim Asseo
Fabrizio Fierro
Yuli Slavutsky
Johannes Frasnelli
Masha Y. Niv
Tracking COVID-19 using taste and smell loss Google searches is not a reliable strategy
Scientific Reports
author_facet Kim Asseo
Fabrizio Fierro
Yuli Slavutsky
Johannes Frasnelli
Masha Y. Niv
author_sort Kim Asseo
title Tracking COVID-19 using taste and smell loss Google searches is not a reliable strategy
title_short Tracking COVID-19 using taste and smell loss Google searches is not a reliable strategy
title_full Tracking COVID-19 using taste and smell loss Google searches is not a reliable strategy
title_fullStr Tracking COVID-19 using taste and smell loss Google searches is not a reliable strategy
title_full_unstemmed Tracking COVID-19 using taste and smell loss Google searches is not a reliable strategy
title_sort tracking covid-19 using taste and smell loss google searches is not a reliable strategy
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2020-11-01
description Abstract Web search tools are widely used by the general public to obtain health-related information, and analysis of search data is often suggested for public health monitoring. We analyzed popularity of searches related to smell loss and taste loss, recently listed as symptoms of COVID-19. Searches on sight loss and hearing loss, which are not considered as COVID-19 symptoms, were used as control. Google Trends results per region in Italy or state in the US were compared to COVID-19 incidence in the corresponding geographical areas. The COVID-19 incidence did not correlate with searches for non-symptoms, but in some weeks had high correlation with taste and smell loss searches, which also correlated with each other. Correlation of the sensory symptoms with new COVID-19 cases for each country as a whole was high at some time points, but decreased (Italy) or dramatically fluctuated over time (US). Smell loss searches correlated with the incidence of media reports in the US. Our results show that popularity of symptom searches is not reliable for pandemic monitoring. Awareness of this limitation is important during the COVID-19 pandemic, which continues to spread and to exhibit new clinical manifestations, and for potential future health threats.
url https://doi.org/10.1038/s41598-020-77316-3
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