Tracking Dabbing Using Search Query Surveillance: A Case Study in the United States
| dc.contributor.author | Zhang, Zhu | |
| dc.contributor.author | Zheng, Xiaolong | |
| dc.contributor.author | Zeng, Daniel Dajun | |
| dc.contributor.author | Leischow, Scott J | |
| dc.date.accessioned | 2016-12-06T00:04:10Z | |
| dc.date.available | 2016-12-06T00:04:10Z | |
| dc.date.issued | 2016-09-16 | |
| dc.identifier.citation | Tracking Dabbing Using Search Query Surveillance: A Case Study in the United States 2016, 18 (9):e252 Journal of Medical Internet Research | en |
| dc.identifier.issn | 1438-8871 | |
| dc.identifier.pmid | 27637361 | |
| dc.identifier.doi | 10.2196/jmir.5802 | |
| dc.identifier.uri | http://hdl.handle.net/10150/621512 | |
| dc.description.abstract | 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. | |
| dc.description.sponsorship | National Institutes of Health of the United States [5R01DA037378-03]; National Natural Science Foundation of China [71472175, 71621002] | en |
| dc.language.iso | en | en |
| dc.publisher | JMIR PUBLICATIONS, INC | en |
| dc.relation.url | http://www.jmir.org/2016/9/e252/ | en |
| dc.rights | Copyright © Zhu Zhang, Xiaolong Zheng, Daniel Dajun Zeng, Scott J Leischow. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 16.09.2016. This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/). | |
| dc.rights.uri | https://creativecommons.org/licenses/by/2.0/ | |
| dc.subject | Marijuana | en |
| dc.subject | Information Seeking Behaviors | en |
| dc.subject | Surveillance | en |
| dc.subject | search engine | en |
| dc.subject | Time Series Analysis | en |
| dc.subject | Spatial Analysis | en |
| dc.title | Tracking Dabbing Using Search Query Surveillance: A Case Study in the United States | en |
| dc.type | Article | en |
| dc.contributor.department | Univ Arizona, Dept Management Informat Syst | en |
| dc.identifier.journal | Journal of Medical Internet Research | en |
| dc.description.collectioninformation | This item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at repository@u.library.arizona.edu. | en |
| dc.eprint.version | Final accepted manuscript | en |
| refterms.dateFOA | 2018-06-28T01:25:46Z | |
| html.description.abstract | 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. |

