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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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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