Can Big Data Predict the Rise of Novel Drug Abuse?

被引:27
|
作者
Perdue, Robert Todd [1 ]
Hawdon, James [2 ]
Thames, Kelly M. [3 ]
机构
[1] Elon Univ, 100 Campus Dr, Elon, NC 27244 USA
[2] Virginia Polytech Inst & State Univ, Blacksburg, VA 24061 USA
[3] Appalachian State Univ, Sociol, Boone, NC 28608 USA
关键词
novel drugs; opioids; big data; Google Trends; OxyContin; heroin; DISEASE; TRENDS;
D O I
10.1177/0022042618772294
中图分类号
R194 [卫生标准、卫生检查、医药管理];
学科分类号
摘要
Existing novel psychoactive drug (NPD) data are woefully inadequate. This gap is especially critical because NPDs are being developed and introduced at alarming rates and pose significant challenges to law enforcement and health care workers. Scholars in numerous fields have used Internet search query analysis to assess and predict health-related outcomes. Here, we explore the utility of these data for predicting NPD and established drug abuse. Google Trends searches for five novel and two established drugs were correlated with data pulled from the Monitoring the Future (MTF). Google Trends data proved highly correlated with data from MTF for all drugs analyzed. Despite limitations, Google Trends appears to be a promising compliment to existing data, providing real time data that may allow us to predict drug abuse trends and respond more quickly.
引用
收藏
页码:508 / 518
页数:11
相关论文
共 50 条
  • [1] Can Initial Experiences With Drugs Predict Future Drug Abuse Risks?
    Varshneya, Neil B.
    Dunn, Kelly E.
    Grubb, Caitlyn J.
    Okobi, Sandra, I
    Huhn, Andrew S.
    Bergeria, Cecilia L.
    EXPERIMENTAL AND CLINICAL PSYCHOPHARMACOLOGY, 2023, 31 (01) : 186 - 193
  • [2] The Rise of Big Data in Neurorehabilitation
    Faroqi-Shah, Yasmeen
    SEMINARS IN SPEECH AND LANGUAGE, 2016, 37 (01) : 3 - 9
  • [3] THE RISE OF BIG DATA IN ONCOLOGY
    Fessele, Kristen L.
    SEMINARS IN ONCOLOGY NURSING, 2018, 34 (02) : 168 - 176
  • [4] Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data
    Kim, Sunny Jung
    Marsch, Lisa A.
    Hancock, Jeffrey T.
    Das, Amarendra K.
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2017, 19 (10)
  • [5] Rise of Big Data - Issues and Challenges
    Alabdullah, Bayan
    Beloff, Natalia
    White, Martin
    2018 21ST SAUDI COMPUTER SOCIETY NATIONAL COMPUTER CONFERENCE (NCC), 2018,
  • [6] Rise Of Big Data And Related Issues
    Sharma, Swati
    2015 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2015,
  • [7] The rise of interdisciplinary approaches and big data
    Rhodes, Ella
    PSYCHOLOGIST, 2016, 29 (02) : 100 - 101
  • [8] The rise of big data in disease ecology
    Doherty, Jean-Francois
    Chai, Xuhong
    Cope, Laurie E.
    Dutra, Daniela de Angeli
    Milotic, Marin
    Ni, Steven
    Park, Eunji
    Filion, Antoine
    TRENDS IN PARASITOLOGY, 2021, 37 (12) : 1034 - 1037
  • [9] Can drug design inhibit abuse?
    Coleman, JJ
    Bensinger, PB
    Gold, MS
    Smith, DE
    Bianchi, RP
    DuPont, RL
    JOURNAL OF PSYCHOACTIVE DRUGS, 2005, 37 (04) : 343 - 362
  • [10] Is Mirtazapine Addictive? What Can Big Data Reveal About Mirtazapine's Abuse Potential
    Spachos, Dimitrios
    Papazisis, Georgios
    Apostolidou, Eirini
    Kouvelas, Dimitrios
    Bamidis, Panagiotis
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2017, 26 : 107 - 108