Big data, big problems: Why scientists should refrain from using Google Trends

被引:6
|
作者
Franzen, Alexandra [1 ]
机构
[1] Halmstad Univ, Sch Hlth & Welf, Halmstad, Sweden
关键词
Google Trends; replicability; reliability; big data; Google;
D O I
10.1177/00016993221151118
中图分类号
C91 [社会学];
学科分类号
030301 ; 1204 ;
摘要
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.
引用
收藏
页码:343 / 347
页数:5
相关论文
共 50 条
  • [21] Power and Challenges of Big Data: Why Clinical Researchers Should Not Be Ignored
    Poole, Daniele
    JOURNAL OF NEUROSURGICAL ANESTHESIOLOGY, 2020, 32 (01) : 3 - 5
  • [22] Big Data, Big Problems: A Healthcare Perspective
    Househ, Mowafa S.
    Aldosari, Bakheet
    Alanazi, Abdullah
    Kushniruk, Andre W.
    Borycki, Elizabeth M.
    INFORMATICS EMPOWERS HEALTHCARE TRANSFORMATION, 2017, 238 : 36 - 39
  • [23] Big data, small airways, big problems
    Aziz, M.
    BRITISH JOURNAL OF ANAESTHESIA, 2017, 119 (05) : 864 - 866
  • [24] Bilateral Relations and Exports: Evidence from Google Big Data
    Li, Jing
    Liu, Hongkui
    Xie, Qian
    CHINA & WORLD ECONOMY, 2023, 31 (01) : 182 - 210
  • [25] Using "Big Data" to Solve "Small Data" Problems
    Neumann, Chris
    19TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD'13), 2013, : 1140 - 1140
  • [26] Big Data and Privacy: Why Public Organizations Adopt Big Data
    Prince, Christopher
    CANADIAN JOURNAL OF INFORMATION AND LIBRARY SCIENCE-REVUE CANADIENNE DES SCIENCES DE L INFORMATION ET DE BIBLIOTHECONOMIE, 2017, 41 (04): : 233 - 244
  • [27] Climate change, collections and the classroom: Using big data to tackle big problems
    Lacey E.A.
    Hammond T.T.
    Walsh R.E.
    Bell K.C.
    Edwards S.V.
    Ellwood E.R.
    Guralnick R.
    Ickert-Bond S.M.
    Mast A.R.
    McCormack J.E.
    Monfils A.K.
    Soltis P.S.
    Soltis D.E.
    Cook J.A.
    Evolution: Education and Outreach, 2017, 10 (1)
  • [28] From Google File System to Omega: a Decade of Advancement in Big Data Management at Google
    Yang, Jade
    2015 IEEE FIRST INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING SERVICE AND APPLICATIONS (BIGDATASERVICE 2015), 2015, : 249 - 255
  • [29] Trends in big data analytics
    Kambatla, Karthik
    Kollias, Giorgos
    Kumar, Vipin
    Grama, Ananth
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2014, 74 (07) : 2561 - 2573
  • [30] Big Data Trends in Bioinformatics
    da Silva, Dennis Savio M.
    da Silva, Waldeyr M. C.
    RuiZhe, Guo
    Bernardi, Ana Paula
    Mariano, Ari Melo
    Holanda, Maristela
    2019 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2019, : 1862 - 1867