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Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time–series analysis

BACKGROUND: Google Trends data are increasingly used by researchers as an indicator of population mental health, but few studies have investigated the validity of this approach during a public health emergency. METHODS: Relative search volumes (RSV) for the topics depression, anxiety, self-harm, sui...

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Autores principales: Knipe, Duleeka, Gunnell, David, Evans, Hannah, John, Ann, Fancourt, Daisy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier/North-Holland Biomedical Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8411666/
https://www.ncbi.nlm.nih.gov/pubmed/34348169
http://dx.doi.org/10.1016/j.jad.2021.06.086
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author Knipe, Duleeka
Gunnell, David
Evans, Hannah
John, Ann
Fancourt, Daisy
author_facet Knipe, Duleeka
Gunnell, David
Evans, Hannah
John, Ann
Fancourt, Daisy
author_sort Knipe, Duleeka
collection PubMed
description BACKGROUND: Google Trends data are increasingly used by researchers as an indicator of population mental health, but few studies have investigated the validity of this approach during a public health emergency. METHODS: Relative search volumes (RSV) for the topics depression, anxiety, self-harm, suicide, suicidal ideation, loneliness, and abuse were obtained from Google Trends. We used graphical and time-series approaches to compare daily trends in searches for these topics against population measures of these outcomes recorded using validated self-report scales (PHQ-9; GAD-7; UCLA-3) in a weekly survey (n = ~70,000) of the impact COVID-19 on psychological and social experiences in the UK population (21/03/2020 to 21/08/ 2020). RESULTS: Self-reported levels of depression, anxiety, self-harm/suicidal ideation, self-harm, loneliness and abuse decreased during the period studied. There was no evidence of an association between self-reported anxiety, self-harm, abuse and RSV on Google Trends. Trends in Google topic RSV for depression and suicidal ideation were inversely associated with self-reports of these outcomes (p = 0.03 and p = 0.04, respectively). However, there was statistical and graphical evidence that self-report and Google searches for loneliness (p < 0.001) tracked one another. LIMITATIONS: No age/sex breakdown of Google Trends data available. Survey respondents were not representative of the UK population and no pre-pandemic data were available. CONCLUSION: Google Trends data do not appear to be a useful indicator of changing levels of population mental health during a public health emergency, but may have some value as an indicator of loneliness.
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spelling pubmed-84116662021-11-01 Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time–series analysis Knipe, Duleeka Gunnell, David Evans, Hannah John, Ann Fancourt, Daisy J Affect Disord Research Paper BACKGROUND: Google Trends data are increasingly used by researchers as an indicator of population mental health, but few studies have investigated the validity of this approach during a public health emergency. METHODS: Relative search volumes (RSV) for the topics depression, anxiety, self-harm, suicide, suicidal ideation, loneliness, and abuse were obtained from Google Trends. We used graphical and time-series approaches to compare daily trends in searches for these topics against population measures of these outcomes recorded using validated self-report scales (PHQ-9; GAD-7; UCLA-3) in a weekly survey (n = ~70,000) of the impact COVID-19 on psychological and social experiences in the UK population (21/03/2020 to 21/08/ 2020). RESULTS: Self-reported levels of depression, anxiety, self-harm/suicidal ideation, self-harm, loneliness and abuse decreased during the period studied. There was no evidence of an association between self-reported anxiety, self-harm, abuse and RSV on Google Trends. Trends in Google topic RSV for depression and suicidal ideation were inversely associated with self-reports of these outcomes (p = 0.03 and p = 0.04, respectively). However, there was statistical and graphical evidence that self-report and Google searches for loneliness (p < 0.001) tracked one another. LIMITATIONS: No age/sex breakdown of Google Trends data available. Survey respondents were not representative of the UK population and no pre-pandemic data were available. CONCLUSION: Google Trends data do not appear to be a useful indicator of changing levels of population mental health during a public health emergency, but may have some value as an indicator of loneliness. Elsevier/North-Holland Biomedical Press 2021-11-01 /pmc/articles/PMC8411666/ /pubmed/34348169 http://dx.doi.org/10.1016/j.jad.2021.06.086 Text en © 2021 The Authors. Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Paper
Knipe, Duleeka
Gunnell, David
Evans, Hannah
John, Ann
Fancourt, Daisy
Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time–series analysis
title Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time–series analysis
title_full Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time–series analysis
title_fullStr Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time–series analysis
title_full_unstemmed Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time–series analysis
title_short Is Google Trends a useful tool for tracking mental and social distress during a public health emergency? A time–series analysis
title_sort is google trends a useful tool for tracking mental and social distress during a public health emergency? a time–series analysis
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8411666/
https://www.ncbi.nlm.nih.gov/pubmed/34348169
http://dx.doi.org/10.1016/j.jad.2021.06.086
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