Public Perceptions and Attitudes Toward COVID-19 Nonpharmaceutical Interventions Across Six Countries: A Topic Modeling Analysis of Twitter Data.

Caitlin Doogan Poet Laureate Wray Buntine Henry Linger Samantha Brunt

Published in: Journal of medical Internet research (2020)

Twitter offers a means to obtain timely feedback about the public response to COVID-19 NPI regimes. Insights gained from this analysis can support government decision making, implementation, and communication strategies about NPI regimes, as well as encourage further discussion about the management of NPI programs for global health events, such as the COVID-19 pandemic.

Keyphrases

global health
healthcare
coronavirus disease
sars cov
public health
social media
decision making
primary care
mental health
electronic health record
physical activity
respiratory syndrome coronavirus
big data
emergency department
quality improvement
adverse drug
machine learning