M. Uysal, Y. Niksarlioglu, Aslı Çarkoğlu, Ömer Uysal, A. Kutluk, B. Karadag
{"title":"Digital epidemiology: Can Google trends give some information about electronic cigarette usage in Turkey?","authors":"M. Uysal, Y. Niksarlioglu, Aslı Çarkoğlu, Ömer Uysal, A. Kutluk, B. Karadag","doi":"10.1183/13993003.CONGRESS-2018.PA4545","DOIUrl":null,"url":null,"abstract":"Google Trends (GT) is a service provided by Google to display search trends on Google search. We analyzed the results GT using Turkish \"electronic cigarettes\" as search terms between 2011-2017, aimed to find out the changes between 2014 and 2017 and predicted the search interest in next two years in Turkey. We used \"electronic cigarette\" search terms in web, shopping and, youtube in GT between 2011 and 2017 in Turkey. Due to the prohibition of electronic cigarette use in June 2013 and the media had extensive data at that time, trend analysis has been performed since 2014. Examination of the graphs reveals that the relevance of the web is highest in May and June in 2011, and started to rise again in early 2016. Youtube interest has increased markedly since 2016. As a result of the time series analysis, 2018 and 2019, shopping and youtube interest will dramatically increase in 2018. The web interest will rise in 2018 but decline in 2019 (Figure). We found that searches on electronic cigarettes usage on the web, shopping and youtube were statistically higher in 2016 compared to 2011-2014 and 2017 years. Shopping and youtube interest is expected to increase in 2018, but interest in youtube and web use for such searches is expected to decrease in 2019. We believe that measures are inadequate for prohibiting the sales electronic cigarettes online and additional legal regulations are necessary.","PeriodicalId":212819,"journal":{"name":"Tobacco, smoking control and health education","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tobacco, smoking control and health education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1183/13993003.CONGRESS-2018.PA4545","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Google Trends (GT) is a service provided by Google to display search trends on Google search. We analyzed the results GT using Turkish "electronic cigarettes" as search terms between 2011-2017, aimed to find out the changes between 2014 and 2017 and predicted the search interest in next two years in Turkey. We used "electronic cigarette" search terms in web, shopping and, youtube in GT between 2011 and 2017 in Turkey. Due to the prohibition of electronic cigarette use in June 2013 and the media had extensive data at that time, trend analysis has been performed since 2014. Examination of the graphs reveals that the relevance of the web is highest in May and June in 2011, and started to rise again in early 2016. Youtube interest has increased markedly since 2016. As a result of the time series analysis, 2018 and 2019, shopping and youtube interest will dramatically increase in 2018. The web interest will rise in 2018 but decline in 2019 (Figure). We found that searches on electronic cigarettes usage on the web, shopping and youtube were statistically higher in 2016 compared to 2011-2014 and 2017 years. Shopping and youtube interest is expected to increase in 2018, but interest in youtube and web use for such searches is expected to decrease in 2019. We believe that measures are inadequate for prohibiting the sales electronic cigarettes online and additional legal regulations are necessary.
Google Trends (GT)是Google提供的在Google搜索中显示搜索趋势的服务。我们分析了2011-2017年间使用土耳其“电子烟”作为搜索词的结果GT,旨在找出2014 -2017年间的变化,并预测未来两年土耳其的搜索兴趣。在2011年至2017年的土耳其GT中,我们在网络、购物和youtube上使用了“电子烟”搜索词。由于2013年6月禁止使用电子烟,媒体当时有大量的数据,所以从2014年开始进行趋势分析。图表显示,网络的相关性在2011年5月和6月是最高的,并在2016年初开始再次上升。自2016年以来,人们对Youtube的兴趣显著增加。根据时间序列分析,2018年和2019年,人们对购物和youtube的兴趣将在2018年大幅增加。网络兴趣将在2018年上升,但在2019年下降(图)。我们发现,与2011-2014年和2017年相比,2016年在网络、购物和youtube上对电子烟使用的搜索量在统计上更高。2018年,人们对购物和youtube的兴趣预计会增加,但对youtube的兴趣和对此类搜索的网络使用预计会在2019年下降。我们认为,禁止网上销售电子烟的措施是不够的,需要额外的法律规定。