{"title":"Leveraging Google Trends to identify Indonesian tuberculosis trends before and after the implementation of a national mandatory notification system","authors":"","doi":"10.1016/j.ijtb.2023.05.009","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>Tuberculosis (TB) burden and the underreporting of TB remain major health challenges in Indonesia. Interest in the internet is growing extensively, and the introduction of the TB mandatory electronic notification system in 2017 engaged the public's interest to leverage digital traces regarding TB information in Indonesia.</p></div><div><h3>Objective</h3><p>To quantify the correlation between Google Trends data and Indonesian TB surveillance data before and after the implementation of a mandatory TB notification system.</p></div><div><h3>Methods</h3><p>Google Trends searches on TB information were used. We used two sets of time series data, including before and after the launch of the TB notification system. Pearson's correlation was used to measure the correlation between TB search terms and official TB reports.</p></div><div><h3>Results</h3><p>The moving average graph showed a linear pattern of TB information with TB reports after 2017. Pearson's correlation estimated a high correlation for TB definition, TB symptoms, and official TB reports with an R-value range of 0.97 to −1.00 (<em>p</em> ≤ 0.05) and showed an increasing trend in TB information searching after 2016.</p></div><div><h3>Conclusion</h3><p>Google Trends data can depict public interest in the TB epidemic. Validation of information-searching behavior is required to advocate the implementation of Google Trends for TB digital surveillance in Indonesia.</p></div>","PeriodicalId":39346,"journal":{"name":"Indian Journal of Tuberculosis","volume":"71 3","pages":"Pages 276-283"},"PeriodicalIF":0.0000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Indian Journal of Tuberculosis","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0019570723000951","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Tuberculosis (TB) burden and the underreporting of TB remain major health challenges in Indonesia. Interest in the internet is growing extensively, and the introduction of the TB mandatory electronic notification system in 2017 engaged the public's interest to leverage digital traces regarding TB information in Indonesia.
Objective
To quantify the correlation between Google Trends data and Indonesian TB surveillance data before and after the implementation of a mandatory TB notification system.
Methods
Google Trends searches on TB information were used. We used two sets of time series data, including before and after the launch of the TB notification system. Pearson's correlation was used to measure the correlation between TB search terms and official TB reports.
Results
The moving average graph showed a linear pattern of TB information with TB reports after 2017. Pearson's correlation estimated a high correlation for TB definition, TB symptoms, and official TB reports with an R-value range of 0.97 to −1.00 (p ≤ 0.05) and showed an increasing trend in TB information searching after 2016.
Conclusion
Google Trends data can depict public interest in the TB epidemic. Validation of information-searching behavior is required to advocate the implementation of Google Trends for TB digital surveillance in Indonesia.
期刊介绍:
Indian Journal of Tuberculosis (IJTB) is an international peer-reviewed journal devoted to the specialty of tuberculosis and lung diseases and is published quarterly. IJTB publishes research on clinical, epidemiological, public health and social aspects of tuberculosis. The journal accepts original research articles, viewpoints, review articles, success stories, interesting case series and case reports on patients suffering from pulmonary, extra-pulmonary tuberculosis as well as other respiratory diseases, Radiology Forum, Short Communications, Book Reviews, abstracts, letters to the editor, editorials on topics of current interest etc. The articles published in IJTB are a key source of information on research in tuberculosis. The journal is indexed in Medline