Literature DB >> 28334848

Systematic review of surveillance by social media platforms for illicit drug use.

Donna M Kazemi1, Brian Borsari2, Maureen J Levine3, Beau Dooley4.   

Abstract

Background: The use of social media (SM) as a surveillance tool of global illicit drug use is limited. To address this limitation, a systematic review of literature focused on the ability of SM to better recognize illicit drug use trends was addressed.
Methods: A search was conducted in databases: PubMed, CINAHL via Ebsco, PsychINFO via Ebsco, Medline via Ebsco, ERIC, Cochrane Library, Science Direct, ABI/INFORM Complete and Communication and Mass Media Complete. Included studies were original research published in peer-reviewed journals between January 2005 and June 2015 that primarily focused on collecting data from SM platforms to track trends in illicit drug use. Excluded were studies focused on purchasing prescription drugs from illicit online pharmacies.
Results: Selected studies used a range of SM tools/applications, including message boards, Twitter and blog/forums/platform discussions. Limitations included relevance, a lack of standardized surveillance systems and a lack of efficient algorithms to isolate relevant items.
Conclusion: Illicit drug use is a worldwide problem, and the rise of global social networking sites has led to the evolution of a readily accessible surveillance tool. Systematic approaches need to be developed to efficiently extract and analyze illicit drug content from social networks to supplement effective prevention programs.
© The Author 2017. Published by Oxford University Press on behalf of Faculty of Public Health. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com

Entities:  

Keywords:  illicit drug prevention; social media surveillance; systematic review

Mesh:

Substances:

Year:  2017        PMID: 28334848      PMCID: PMC6092878          DOI: 10.1093/pubmed/fdx020

Source DB:  PubMed          Journal:  J Public Health (Oxf)        ISSN: 1741-3842            Impact factor:   2.341


  42 in total

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6.  Alcohol references on undergraduate males' Facebook profiles.

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7.  Comparative drug dose and drug combinations in patients that present to hospital due to self-poisoning.

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Review 10.  Social media and internet-based data in global systems for public health surveillance: a systematic review.

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4.  Socially-supportive norms and mutual aid of people who use opioids: An analysis of Reddit during the initial COVID-19 pandemic.

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Journal:  Drug Alcohol Depend       Date:  2021-03-18       Impact factor: 4.492

5.  Online Conversation Monitoring to Understand the Opioid Epidemic: Epidemiological Surveillance Study.

Authors:  Joshua C Black; Zachary R Margolin; Richard A Olson; Richard C Dart
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Review 6.  Comprehensive scoping review of health research using social media data.

Authors:  Joanna Taylor; Claudia Pagliari
Journal:  BMJ Open       Date:  2018-12-14       Impact factor: 2.692

7.  Public Perception on Healthcare Services: Evidence from Social Media Platforms in China.

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8.  Deep neural networks ensemble for detecting medication mentions in tweets.

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Journal:  J Am Med Inform Assoc       Date:  2019-12-01       Impact factor: 4.497

9.  Identifying tweets of personal health experience through word embedding and LSTM neural network.

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10.  Associations Between Substance Use and Instagram Participation to Inform Social Network-Based Screening Models: Multimodal Cross-Sectional Study.

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Journal:  J Med Internet Res       Date:  2020-09-16       Impact factor: 5.428

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