{"title":"大数据,大问题:为什么科学家应该避免使用谷歌趋势","authors":"Alexandra Franzén","doi":"10.1177/00016993221151118","DOIUrl":null,"url":null,"abstract":"Google Trends has for over a decade been used by researchers in medicine and the social sciences who want to use information about internet searches to gain new data and insights concerning medical and social issues. A similar tool by the same company, Google Flu Trends, was abolished by Google in 2015 due to serious problems with accuracy; raising larger questions about the quality of the data provided, not only by Google, but by all platforms collecting big data. In this article, I use an unplanned experiment to test the reliability and replicability of Google Trends. The results strongly indicate that scientists in all fields should refrain from using the tool Google Trends when conducting research.","PeriodicalId":47591,"journal":{"name":"Acta Sociologica","volume":"66 1","pages":"343 - 347"},"PeriodicalIF":1.3000,"publicationDate":"2023-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Big data, big problems: Why scientists should refrain from using Google Trends\",\"authors\":\"Alexandra Franzén\",\"doi\":\"10.1177/00016993221151118\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Google Trends has for over a decade been used by researchers in medicine and the social sciences who want to use information about internet searches to gain new data and insights concerning medical and social issues. A similar tool by the same company, Google Flu Trends, was abolished by Google in 2015 due to serious problems with accuracy; raising larger questions about the quality of the data provided, not only by Google, but by all platforms collecting big data. In this article, I use an unplanned experiment to test the reliability and replicability of Google Trends. The results strongly indicate that scientists in all fields should refrain from using the tool Google Trends when conducting research.\",\"PeriodicalId\":47591,\"journal\":{\"name\":\"Acta Sociologica\",\"volume\":\"66 1\",\"pages\":\"343 - 347\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2023-01-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Acta Sociologica\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://doi.org/10.1177/00016993221151118\",\"RegionNum\":3,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"SOCIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta Sociologica","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1177/00016993221151118","RegionNum":3,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"SOCIOLOGY","Score":null,"Total":0}
Big data, big problems: Why scientists should refrain from using Google Trends
Google Trends has for over a decade been used by researchers in medicine and the social sciences who want to use information about internet searches to gain new data and insights concerning medical and social issues. A similar tool by the same company, Google Flu Trends, was abolished by Google in 2015 due to serious problems with accuracy; raising larger questions about the quality of the data provided, not only by Google, but by all platforms collecting big data. In this article, I use an unplanned experiment to test the reliability and replicability of Google Trends. The results strongly indicate that scientists in all fields should refrain from using the tool Google Trends when conducting research.
期刊介绍:
Acta Sociologica is a peer reviewed journal which publishes papers on high-quality innovative sociology peer reviewed journal which publishes papers on high-quality innovative sociology carried out from different theoretical and methodological starting points, in the form of full-length original articles and review essays, as well as book reviews and commentaries. Articles that present Nordic sociology or help mediate between Nordic and international scholarly discussions are encouraged.