What does Google Trends reveal about the proportion of waterpipe users in the Brazilian population?
To analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019. This was a descriptive study with data from Brazil in 2019, using the relative search volume on waterpipes extracted from Google Trends and the proportion of waterpipe users...
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Published in: | Epidemiologia e serviços de saúde Vol. 32; no. 4; p. e2023708 |
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Language: | English |
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Secretaria de Vigilância em Saúde e Ambiente - Ministério da Saúde do Brasil
01-01-2023
Ministério da Saúde do Brasil |
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Abstract | To analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019.
This was a descriptive study with data from Brazil in 2019, using the relative search volume on waterpipes extracted from Google Trends and the proportion of waterpipe users aged between 15 and 24 years, as measured by the National Health Survey (Pesquisa Nacional de Saúde - PNS), and aged between 13 and 17 years, as measured by the National Adolescent School-based Health Survey (Pesquisa Nacional de Saúde do Escolar - PeNSE). The relationship was assessed by means of Spearman's correlation.
The point prevalence of waterpipe use across the Brazilian Federative Units (FUs) showed a moderate (r = 0.51; PNS) to strong correlation (r = 0.74 and r = 0.80; PeNSE) with the relative search volume (p-value < 0.05).
Google Trends can support the monitoring system on waterpipe use in the FUs, providing additional information to existing population-based surveys.
The search volume for waterpipes by states in Brazil, as measured by Google Trends, showed a moderate to high correlation with the respective proportions of current use and experimentation of waterpipe among the adolescent/young adult population.
The use of Google Trends as a support to the monitoring system for waterpipe consumption in Brazil warrants further exploration in terms of the validity of additional information to existing population surveys.
Expanding the use of Google Trends searches to assess its potential in monitoring other health risk products and detecting (or predicting) incidence or seasonality of health-related events. |
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AbstractList | To analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019.
This was a descriptive study with data from Brazil in 2019, using the relative search volume on waterpipes extracted from Google Trends and the proportion of waterpipe users aged between 15 and 24 years, as measured by the National Health Survey (Pesquisa Nacional de Saúde - PNS), and aged between 13 and 17 years, as measured by the National Adolescent School-based Health Survey (Pesquisa Nacional de Saúde do Escolar - PeNSE). The relationship was assessed by means of Spearman's correlation.
The point prevalence of waterpipe use across the Brazilian Federative Units (FUs) showed a moderate (r = 0.51; PNS) to strong correlation (r = 0.74 and r = 0.80; PeNSE) with the relative search volume (p-value < 0.05).
Google Trends can support the monitoring system on waterpipe use in the FUs, providing additional information to existing population-based surveys.
The search volume for waterpipes by states in Brazil, as measured by Google Trends, showed a moderate to high correlation with the respective proportions of current use and experimentation of waterpipe among the adolescent/young adult population.
The use of Google Trends as a support to the monitoring system for waterpipe consumption in Brazil warrants further exploration in terms of the validity of additional information to existing population surveys.
Expanding the use of Google Trends searches to assess its potential in monitoring other health risk products and detecting (or predicting) incidence or seasonality of health-related events. ABSTRACT Objective To analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019. Methods This was a descriptive study with data from Brazil in 2019, using the relative search volume on waterpipes extracted from Google Trends and the proportion of waterpipe users aged between 15 and 24 years, as measured by the National Health Survey (Pesquisa Nacional de Saúde - PNS), and aged between 13 and 17 years, as measured by the National Adolescent School-based Health Survey (Pesquisa Nacional de Saúde do Escolar - PeNSE). The relationship was assessed by means of Spearman’s correlation. Results The point prevalence of waterpipe use across the Brazilian Federative Units (FUs) showed a moderate (r = 0.51; PNS) to strong correlation (r = 0.74 and r = 0.80; PeNSE) with the relative search volume (p-value < 0.05). Conclusion Google Trends can support the monitoring system on waterpipe use in the FUs, providing additional information to existing population-based surveys. RESUMEN Objetivo Analizar la relación entre el volumen de búsquedas en Internet y la prevalencia del uso de narguile entre los jóvenes brasileños en 2019. Métodos Estudio descriptivo con datos de Brasil en 2019, utilizando el volumen relativo de búsqueda sobre narguile extraído de Google Trends y la proporción de usuarios de narguile entre 15 y 24 años, medida por la Encuesta Nacional de Salud (PNS), y con edades entre 13 y 17 años, medida por la Encuesta Nacional de Salud Escolar (PeNSE). La relación fue respaldada por el método de correlación de Spearman. Resultados La prevalencia puntual del uso de narguile en las Unidades Federativas brasileñas presentó una correlación moderada (r = 0,51; PNS) a fuerte (r = 0,74 y r = 0,80; PeNSE) con el volumen relativo de búsqueda (p-valor < 0,05). Conclusión Google Trends puede apoyar el sistema de monitoreo del uso de narguile en las UFs, ofreciendo información adicional a las encuestas poblacionales existentes. RESUMO Objetivo Analisar a relação entre o volume de pesquisas na internet e a prevalência de uso de narguilé entre jovens brasileiros em 2019. Métodos Estudo descritivo com dados do Brasil em 2019, utilizando o volume relativo de pesquisa sobre o narguilé extraído do Google Trends e a proporção de usuários de narguilé com idade entre 15 e 24 anos, medida pela Pesquisa Nacional de Saúde (PNS), e com idade entre 13 e 17 anos, medida pela Pesquisa Nacional de Saúde do Escolar (PeNSE). A relação foi avaliada por meio da correlação de Spearman. Resultados A prevalência pontual de uso de narguilé das Unidades da Federação (UFs) brasileiras apresentou correlação moderada (r = 0,51; PNS) a forte (r = 0,74 e r = 0,80; PeNSE) com o volume de pesquisas relativo (p-valor < 0,05). Conclusão O Google Trends pode apoiar o sistema de monitoramento sobre o uso do narguilé nas UFs brasileiras, oferecendo informações adicionais às pesquisas populacionais existentes. ABSTRACT Objective To analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019. Methods This was a descriptive study with data from Brazil in 2019, using the relative search volume on waterpipes extracted from Google Trends and the proportion of waterpipe users aged between 15 and 24 years, as measured by the National Health Survey (Pesquisa Nacional de Saúde - PNS), and aged between 13 and 17 years, as measured by the National Adolescent School-based Health Survey (Pesquisa Nacional de Saúde do Escolar - PeNSE). The relationship was assessed by means of Spearman’s correlation. Results The point prevalence of waterpipe use across the Brazilian Federative Units (FUs) showed a moderate (r = 0.51; PNS) to strong correlation (r = 0.74 and r = 0.80; PeNSE) with the relative search volume (p-value < 0.05). Conclusion Google Trends can support the monitoring system on waterpipe use in the FUs, providing additional information to existing population-based surveys. OBJECTIVETo analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019.METHODSThis was a descriptive study with data from Brazil in 2019, using the relative search volume on waterpipes extracted from Google Trends and the proportion of waterpipe users aged between 15 and 24 years, as measured by the National Health Survey (Pesquisa Nacional de Saúde - PNS), and aged between 13 and 17 years, as measured by the National Adolescent School-based Health Survey (Pesquisa Nacional de Saúde do Escolar - PeNSE). The relationship was assessed by means of Spearman's correlation.RESULTSThe point prevalence of waterpipe use across the Brazilian Federative Units (FUs) showed a moderate (r = 0.51; PNS) to strong correlation (r = 0.74 and r = 0.80; PeNSE) with the relative search volume (p-value < 0.05).CONCLUSIONGoogle Trends can support the monitoring system on waterpipe use in the FUs, providing additional information to existing population-based surveys.MAIN RESULTSThe search volume for waterpipes by states in Brazil, as measured by Google Trends, showed a moderate to high correlation with the respective proportions of current use and experimentation of waterpipe among the adolescent/young adult population.IMPLICATIONS FOR SERVICESThe use of Google Trends as a support to the monitoring system for waterpipe consumption in Brazil warrants further exploration in terms of the validity of additional information to existing population surveys.PERSPECTIVESExpanding the use of Google Trends searches to assess its potential in monitoring other health risk products and detecting (or predicting) incidence or seasonality of health-related events. |
Author | Martins, Luís Felipe Leite Szklo, André Salem Lima, Fernando Lopes Tavares de |
AuthorAffiliation | Instituto Nacional de Câncer |
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Author_xml | – sequence: 1 givenname: Fernando Lopes Tavares de orcidid: 0000-0002-8618-7608 surname: Lima fullname: Lima, Fernando Lopes Tavares de organization: Instituto Nacional de Câncer, Coordenação de Prevenção e Vigilância, Rio de Janeiro, RJ, Brazil – sequence: 2 givenname: Luís Felipe Leite orcidid: 0000-0001-5016-8459 surname: Martins fullname: Martins, Luís Felipe Leite organization: Instituto Nacional de Câncer, Coordenação de Prevenção e Vigilância, Rio de Janeiro, RJ, Brazil – sequence: 3 givenname: André Salem orcidid: 0000-0003-1903-6188 surname: Szklo fullname: Szklo, André Salem organization: Instituto Nacional de Câncer, Coordenação de Prevenção e Vigilância, Rio de Janeiro, RJ, Brazil |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38126544$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.1590/1980-549720210007.supl.2 10.1186/s12889-022-14367-3 10.1371/journal.pone.0065577 10.2196/jmir.9366 10.1590/1413-81232021269.2.26282019 10.1016/j.puhe.2020.04.012 10.1136/tobaccocontrol-2014-051903 10.31744/einstein_journal/2021AO5969 10.3332/ecancer.2019.963 10.1590/0102-311x00175420 10.1136/tc.2004.008169 10.2196/13439 10.1136/tobaccocontrol-2021-057007 10.2196/jmir.1157 10.1136/tobaccocontrol-2013-051276 10.1093/ntr/nty020 10.18332/tpc/111130 10.1017/S0950268818002078 |
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Keywords | Tabaco Pipas de Agua Epidemiología Descriptiva Controle do Tabagismo Tobacco Control Waterpipes Cachimbos de Água Control del Tabaco Descriptive Epidemiology Tobacco Public Health Surveillance Vigilancia en Salud Pública Vigilância em Saúde Pública Epidemiologia Descritiva |
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A Google Trends study publication-title: Public Health contributor: fullname: Heerfordt, C; Heerfordt, IM – volume: 13 start-page: 327 issue: 4 year: 2004 end-page: 33 article-title: Tobacco smoking using a waterpipe: a re-emerging strain in a global epidemic publication-title: Tob Control contributor: fullname: Maziak, W; Ward, KD; Afifi Soweid, RA; Eissenberg, T – volume: 24 start-page: 1980 year: 2021 end-page: 549720210007 article-title: Prevalence of electronic nicotine delivery systems and waterpipe use in Brazil: where are we going? publication-title: Rev Bras Epidemiol contributor: fullname: Bertoni, N; Cavalcante, TM; Souza MC, de; Szklo, AS – volume: 8 issue: 6 year: 2013 article-title: Assessing the impact of the national smoking ban in indoor public places in China: evidence from quit smoking related online searches publication-title: PLoS One contributor: fullname: Huang, J; Zheng, R – start-page: 2022 year: 2023 end-page: 057618 article-title: Health, economic and social burden of tobacco in Latin America and the expected gains of fully implementing taxes, plain packaging, advertising bans and smoke-free environments control measures: a modelling study publication-title: Tob Control contributor: fullname: Pichon-Riviere, A; Bardach, A; Rodríguez Cairoli, F; Casarini, A; Espinola, N; Perelli, L – volume: 5 issue: 2 year: 2019 article-title: Google Trends in infodemiology and infoveillance: methodology framework publication-title: JMIR Public Health Surveill contributor: fullname: Mavragani, A; Ochoa, G – volume: 20 issue: 11 year: 2018 article-title: Assessing the Methods, Tools, and Statistical Approaches in Google Trends Research: Systematic Review publication-title: J Med Internet Res contributor: fullname: Mavragani, A; Ochoa, G; Tsagarakis, KP – volume: 26 start-page: 3517 issue: Suppl. 2 year: 2021 end-page: 25 article-title: Ciclos de interesse coletivo e tendências das buscas no Google relacionadas a campanhas institucionais sobre o câncer de próstata: promovendo saúde ou doenças? publication-title: Ciênc. Saúde Coletiva contributor: fullname: Vasconcellos-Silva, PR; Araújo-Jorge, TC de – volume: 31 start-page: 138 issue: 2 year: 2022 end-page: 41 article-title: Achievements, challenges, priorities and needs to address the current tobacco epidemic in Latin America publication-title: Tob Control contributor: fullname: Sóñora, G; Reynales-Shigematsu, LM; Barnoya, J; Llorente, B; Szklo, AS; Thrasher, JF – volume: 22 issue: 1 year: 2022 article-title: Impact of the Food and Drug Administration enforcement policy on flavored e-cigarettes on the online popularity of disposable e-cigarettes: analyses of Google search query data publication-title: BMC Public Health contributor: fullname: Boakye, E; Dzaye, O; Erhabor, J; Osuji, N; Obisesan, O; Osei AD, C |
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Snippet | To analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019.
This was a descriptive study... ABSTRACT Objective To analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019. Methods This... OBJECTIVETo analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019.METHODSThis was a... |
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SubjectTerms | Adolescent Adult Brazil - epidemiology Descriptive Epidemiology HEALTH CARE SCIENCES & SERVICES HEALTH POLICY & SERVICES Health Surveys Humans INFECTIOUS DISEASES MEDICINE, GENERAL & INTERNAL Public Health Surveillance Search Engine Tobacco Tobacco Control Water Pipe Smoking Waterpipes Young Adult |
Title | What does Google Trends reveal about the proportion of waterpipe users in the Brazilian population? |
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