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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier/North-Holland Biomedical Press
2021
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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. |
format | Online Article Text |
id | pubmed-8411666 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier/North-Holland Biomedical Press |
record_format | MEDLINE/PubMed |
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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