World Pneumonia Day 2011-2016: Twitter contents and retweets.

@article{Adnan2018WorldPD,
  title={World Pneumonia Day 2011-2016: Twitter contents and retweets.},
  author={Md Mohiuddin Adnan and Jingjing Yin and Ashley M Jackson and Zion Tsz Ho Tse and Hai Liang and King-wa Fu and Nitin Saroha and Benjamin M. Althouse and Isaac Chun-Hai Fung},
  journal={International health},
  year={2018}
}
Background Twitter is used for World Pneumonia Day (WPD; November 12) communication. We evaluate if themes of #pneumonia tweets were associated with retweet frequency. Methods A total of 28 181 original #pneumonia tweets were retrieved (21 November 2016), from which six subcorpora, 1 mo before and 1 mo after WPD 2011-2016, were extracted (n=6721). Underlying topics were identified via latent Dirichlet allocation and were manually coded into themes. The association of themes with retweet count… 
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References

SHOWING 1-10 OF 34 REFERENCES
#CDCGrandRounds and #VitalSigns: A Twitter Analysis
TLDR
The increase of retweet frequency through attaching visual cues varied across cycles for original tweets with #CDCGrandRounds and #VitalSigns and future research is needed to determine the optimal choice of visual cues to maximize the influence of public health tweets.
Twitter and Middle East respiratory syndrome, South Korea, 2015: A multi-lingual study
Ebola virus disease and social media: A systematic review.
#Globalhealth Twitter Conversations on #Malaria, #HIV, #TB, #NCDS, and #NTDS: a Cross-Sectional Analysis.
How people react to Zika virus outbreaks on Twitter? A computational content analysis.
A cross-sectional examination of marketing of electronic cigarettes on Twitter
TLDR
Twitter appears to be an important marketing platform for e-cigarette marketing, and tweets related to e-cigarettes were overwhelmingly commercial, and a substantial proportion mentioned smoking cessation.
The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic
TLDR
The use of information embedded in the Twitter stream is examined to (1) track rapidly-evolving public sentiment with respect to H1N1 or swine flu, and (2) track and measure actual disease activity.
Social media engagement analysis of U.S. Federal health agencies on Facebook
BackgroundIt is becoming increasingly common for individuals and organizations to use social media platforms such as Facebook. These are being used for a wide variety of purposes including…
Detecting themes of public concern: a text mining analysis of the Centers for Disease Control and Prevention's Ebola live Twitter chat.
Big Data Sensors of Organic Advocacy: The Case of Leonardo DiCaprio and Climate Change
TLDR
The “DiCaprio effect” surpassed the daily average effect of the 2015 Conference of the Parties and the Earth Day effect by a factor of 3.2 and 5.3, respectively, and demonstrates new opportunities to detect and aid agents of change and advances the understanding of communication in the 21st century media landscape.
...
1
2
3
4
...