Using Social Media for Actionable Disease Surveillance and Outbreak Management: A Systematic Literature Review

被引:119
作者
Charles-Smith, Lauren E. [1 ]
Reynolds, Tera L. [2 ]
Cameron, Mark A. [3 ]
Conway, Mike [4 ]
Lau, Eric H. Y. [5 ]
Olsen, Jennifer M. [6 ]
Pavlin, Julie A. [7 ]
Shigematsu, Mika [8 ]
Streichert, Laura C. [2 ]
Suda, Katie J. [9 ]
Corley, Courtney D. [1 ]
机构
[1] Pacific NW Natl Lab, Data Sci & Analyt Grp, Richland, WA 99352 USA
[2] Int Soc Dis Surveillance, Boston, MA USA
[3] Commonwealth Sci & Ind Res Org Digital Prod Flags, Canberra, ACT, Australia
[4] Univ Utah, Dept Biomed Informat, Salt Lake City, UT USA
[5] Univ Hong Kong, Sch Publ Hlth, Hong Kong, Hong Kong, Peoples R China
[6] Skoll Global Threats Fund, San Francisco, CA USA
[7] Henry M Jackson Fdn Adv Mil Med, Bethesda, MD USA
[8] Natl Inst Infect Dis, Shinjuku Ku, Tokyo 1628640, Japan
[9] US Dept Vet Affairs, Ctr Innovat Complex Chron Healthcare, Hines, IL USA
关键词
HEALTH INFORMATION; ADOLESCENTS; NETWORKING; FACEBOOK; WEB; PREVALENCE; REFERENCES; INTERNET; BENEFITS; TWITTER;
D O I
10.1371/journal.pone.0139701
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objective Research studies show that social media may be valuable tools in the disease surveillance toolkit used for improving public health professionals' ability to detect disease outbreaks faster than traditional methods and to enhance outbreak response. A social media work group, consisting of surveillance practitioners, academic researchers, and other subject matter experts convened by the International Society for Disease Surveillance, conducted a systematic primary literature review using the PRISMA framework to identify research, published through February 2013, answering either of the following questions: 1. Can social media be integrated into disease surveillance practice and outbreak management to support and improve public health? 2. Can social media be used to effectively target populations, specifically vulnerable populations, to test an intervention and interact with a community to improve health outcomes? Examples of social media included are Facebook, MySpace, microblogs (e.g., Twitter), blogs, and discussion forums. For Question 1, 33 manuscripts were identified, starting in 2009 with topics on Influenza-like Illnesses (n = 15), Infectious Diseases (n = 6), Non-infectious Diseases (n = 4), Medication and Vaccines (n = 3), and Other (n = 5). For Question 2, 32 manuscripts were identified, the first in 2000 with topics on Health Risk Behaviors (n = 10), Infectious Diseases (n = 3), Non-infectious Diseases (n = 9), and Other (n = 10). Conclusions The literature on the use of social media to support public health practice has identified many gaps and biases in current knowledge. Despite the potential for success identified in exploratory studies, there are limited studies on interventions and little use of social media in practice. However, information gleaned from the articles demonstrates the effectiveness of social media in supporting and improving public health and in identifying target populations for intervention. A primary recommendation resulting from the review is to identify opportunities that enable public health professionals to integrate social media analytics into disease surveillance and outbreak management practice.
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