Cargando…
Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? A case study from India during the covid-19 pandemic
BACKGROUND: Sudden alcohol prohibition in India during the COVID-19 pandemic presented an opportunity to test whether Google Trends data could indicate population responses and the public health impact of alcohol policy. We hypothesized, following prohibition: there would be a significant change in...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7572085/ https://www.ncbi.nlm.nih.gov/pubmed/33091762 http://dx.doi.org/10.1016/j.drugpo.2020.102984 |
_version_ | 1783597276387606528 |
---|---|
author | Ghosh, Abhishek e-Roub, Fazl Krishnan, Narayanan C Choudhury, Shinjini Basu, Aniruddha |
author_facet | Ghosh, Abhishek e-Roub, Fazl Krishnan, Narayanan C Choudhury, Shinjini Basu, Aniruddha |
author_sort | Ghosh, Abhishek |
collection | PubMed |
description | BACKGROUND: Sudden alcohol prohibition in India during the COVID-19 pandemic presented an opportunity to test whether Google Trends data could indicate population responses and the public health impact of alcohol policy. We hypothesized, following prohibition: there would be a significant change in the relative search volumes (RSV) of alcohol-related queries; that temporal analysis of the trends would reflect a public response to policy changes; and that geospatial analysis of RSV would correlate with the prevalence of alcohol use. METHODS: Three different search periods were used to test the hypotheses. The search inputs were based on potential public response to alcohol prohibition, as evidenced by the literature, newspaper articles, and consensus. We used RSV as the unit of analysis. Mean RSV of search queries, pre-post implementation of prohibition, were compared. Smoothing of scatter plots examined the temporal association of trends with policy measures. Multiple linear regression tested the relationship of state-wise RSV and alcohol use prevalence. RESULTS: Post-implementation of prohibition, a significant increase in the RSV was observed for searches related to alcohol withdrawal (p<0.001), how to extract alcohol from sanitizer (p = 0.002), alcohol home delivery online (p<0.001), alcohol home delivery (p<0.001), and sleeping pills (p = 0.006). The trends suggested a decrease in general interest in alcohol but increased demand, and a possible connection with changes in policy measures. State-level RSV and alcohol use prevalence did not reveal a significant relationship. CONCLUSION: Google trend is a potential source of rapid feedback to policymakers about population responses to an abrupt change in alcohol policies. |
format | Online Article Text |
id | pubmed-7572085 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75720852020-10-20 Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? A case study from India during the covid-19 pandemic Ghosh, Abhishek e-Roub, Fazl Krishnan, Narayanan C Choudhury, Shinjini Basu, Aniruddha Int J Drug Policy Research Paper BACKGROUND: Sudden alcohol prohibition in India during the COVID-19 pandemic presented an opportunity to test whether Google Trends data could indicate population responses and the public health impact of alcohol policy. We hypothesized, following prohibition: there would be a significant change in the relative search volumes (RSV) of alcohol-related queries; that temporal analysis of the trends would reflect a public response to policy changes; and that geospatial analysis of RSV would correlate with the prevalence of alcohol use. METHODS: Three different search periods were used to test the hypotheses. The search inputs were based on potential public response to alcohol prohibition, as evidenced by the literature, newspaper articles, and consensus. We used RSV as the unit of analysis. Mean RSV of search queries, pre-post implementation of prohibition, were compared. Smoothing of scatter plots examined the temporal association of trends with policy measures. Multiple linear regression tested the relationship of state-wise RSV and alcohol use prevalence. RESULTS: Post-implementation of prohibition, a significant increase in the RSV was observed for searches related to alcohol withdrawal (p<0.001), how to extract alcohol from sanitizer (p = 0.002), alcohol home delivery online (p<0.001), alcohol home delivery (p<0.001), and sleeping pills (p = 0.006). The trends suggested a decrease in general interest in alcohol but increased demand, and a possible connection with changes in policy measures. State-level RSV and alcohol use prevalence did not reveal a significant relationship. CONCLUSION: Google trend is a potential source of rapid feedback to policymakers about population responses to an abrupt change in alcohol policies. Elsevier B.V. 2021-01 2020-10-19 /pmc/articles/PMC7572085/ /pubmed/33091762 http://dx.doi.org/10.1016/j.drugpo.2020.102984 Text en © 2020 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Research Paper Ghosh, Abhishek e-Roub, Fazl Krishnan, Narayanan C Choudhury, Shinjini Basu, Aniruddha Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? A case study from India during the covid-19 pandemic |
title | Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? A case study from India during the covid-19 pandemic |
title_full | Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? A case study from India during the covid-19 pandemic |
title_fullStr | Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? A case study from India during the covid-19 pandemic |
title_full_unstemmed | Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? A case study from India during the covid-19 pandemic |
title_short | Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? A case study from India during the covid-19 pandemic |
title_sort | can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? a case study from india during the covid-19 pandemic |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7572085/ https://www.ncbi.nlm.nih.gov/pubmed/33091762 http://dx.doi.org/10.1016/j.drugpo.2020.102984 |
work_keys_str_mv | AT ghoshabhishek cangoogletrendssearchinformusaboutthepopulationresponseandpublichealthimpactofabruptchangeinalcoholpolicyacasestudyfromindiaduringthecovid19pandemic AT eroubfazl cangoogletrendssearchinformusaboutthepopulationresponseandpublichealthimpactofabruptchangeinalcoholpolicyacasestudyfromindiaduringthecovid19pandemic AT krishnannarayananc cangoogletrendssearchinformusaboutthepopulationresponseandpublichealthimpactofabruptchangeinalcoholpolicyacasestudyfromindiaduringthecovid19pandemic AT choudhuryshinjini cangoogletrendssearchinformusaboutthepopulationresponseandpublichealthimpactofabruptchangeinalcoholpolicyacasestudyfromindiaduringthecovid19pandemic AT basuaniruddha cangoogletrendssearchinformusaboutthepopulationresponseandpublichealthimpactofabruptchangeinalcoholpolicyacasestudyfromindiaduringthecovid19pandemic |