Tracking Dabbing Using Search Query Surveillance: A Case Study in the United States

被引:27
作者
Zhang, Zhu [1 ]
Zheng, Xiaolong [2 ]
Zeng, Daniel Dajun [1 ,2 ]
Leischow, Scott J. [3 ]
机构
[1] Univ Arizona, Dept Management Informat Syst, Tucson, AZ 85721 USA
[2] Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, 95 Zhongguancun E Rd, Beijing 100190, Peoples R China
[3] Mayo Clin Arizona, Dept Hlth Sci Res, Scottsdale, AZ USA
基金
中国国家自然科学基金; 美国国家卫生研究院;
关键词
marijuana; information seeking behavior; surveillance; search engine; time series analysis; spatial analysis; ELECTRONIC CIGARETTES; MARIJUANA; TRENDS; HEALTH; US; INFODEMIOLOGY; POPULARITY; DANGERS; CANCER; RISE;
D O I
10.2196/jmir.5802
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Dabbing is an emerging method of marijuana ingestion. However, little is known about dabbing owing to limited surveillance data on dabbing. Objective: The aim of the study was to analyze Google search data to assess the scope and breadth of information seeking on dabbing. Methods: Google Trends data about dabbing and related topics (eg, electronic nicotine delivery system [ENDS], also known as e-cigarettes) in the United States between January 2004 and December 2015 were collected by using relevant search terms such as "dab rig." The correlation between dabbing (including topics: dab and hash oil) and ENDS (including topics: vaping and e-cigarette) searches, the regional distribution of dabbing searches, and the impact of cannabis legalization policies on geographical location in 2015 were analyzed. Results: Searches regarding dabbing increased in the United States over time, with 1,526,280 estimated searches during 2015. Searches for dab and vaping have very similar temporal patterns, where the Pearson correlation coefficient (PCC) is .992 (P<.001). Similar phenomena were also obtained in searches for hash oil and e-cigarette, in which the corresponding PCC is .931 (P<.001). Dabbing information was searched more in some western states than other regions. The average dabbing searches were significantly higher in the states with medical and recreational marijuana legalization than in the states with only medical marijuana legalization (P=.02) or the states without medical and recreational marijuana legalization (P=.01). Conclusions: Public interest in dabbing is increasing in the United States. There are close associations between dabbing and ENDS searches. The findings suggest greater popularity of dabs in the states that legalized medical and recreational marijuana use. This study proposes a novel and timely way of cannabis surveillance, and these findings can help enhance the understanding of the popularity of dabbing and provide insights for future research and informed policy making on dabbing.
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页数:10
相关论文
共 43 条
[11]   "Time for dabs": Analyzing Twitter data on marijuana concentrates across the US [J].
Daniulaityte, Raminta ;
Nahhas, Ramzi W. ;
Wijeratne, Sanjaya ;
Carlson, Robert G. ;
Lamy, Francois R. ;
Martins, Silvia S. ;
Boyer, Edward W. ;
Smith, G. Alan ;
Sheth, Amit .
DRUG AND ALCOHOL DEPENDENCE, 2015, 155 :307-311
[12]  
Eysenbach Gunther, 2006, AMIA Annu Symp Proc, P244
[13]   Infodemiology and Infoveillance Tracking Online Health Information and Cyberbehavior for Public Health [J].
Eysenbach, Gunther .
AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2011, 40 (05) :S154-S158
[14]   Using the Internet for Surveys and Health Research [J].
Eysenbach, Gunther ;
Wyatt, Jeremy .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2002, 4 (02) :76-94
[15]   Infodemiology and Infoveillance: Framework for an Emerging Set of Public Health Informatics Methods to Analyze Search, Communication and Publication Behavior on the Internet [J].
Eysenbach, Gunther .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2009, 11 (01)
[16]   Googling for Cancer: An Infodemiological Assessment of Online Search Interests in Australia, Canada, New Zealand, the United Kingdom, and the United States [J].
Foroughi, Forough ;
Lam, Alfred K-Y ;
Lim, Megan S. C. ;
Saremi, Nassim ;
Ahmadvand, Alireza .
JMIR CANCER, 2016, 2 (01)
[17]   Detecting influenza epidemics using search engine query data [J].
Ginsberg, Jeremy ;
Mohebbi, Matthew H. ;
Patel, Rajan S. ;
Brammer, Lynnette ;
Smolinski, Mark S. ;
Brilliant, Larry .
NATURE, 2009, 457 (7232) :1012-U4
[18]   E-Cigarettes: A Review of New Trends in Cannabis Use [J].
Giroud, Christian ;
de Cesare, Mariangela ;
Berthet, Aurelie ;
Varlet, Vincent ;
Concha-Lozano, Nicolas ;
Favrat, Bernard .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2015, 12 (08) :9988-10008
[19]   Automatic time series forecasting: The forecast package for R [J].
Hyndman, Rob J. ;
Khandakar, Yeasmin .
JOURNAL OF STATISTICAL SOFTWARE, 2008, 27 (03) :1-22
[20]   Can Google Searches Predict the Popularity and Harm of Psychoactive Agents? [J].
Jankowski, Wojciech ;
Hoffmann, Marcin .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2016, 18 (02)