Social Networks in The Development of Rural Malay Herbal Entrepreneurship in Malaysia
In: International journal of academic research in business and social sciences: IJ-ARBSS, Band 10, Heft 16
ISSN: 2222-6990
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In: International journal of academic research in business and social sciences: IJ-ARBSS, Band 10, Heft 16
ISSN: 2222-6990
In: Rahman, M.M.; Thill, J.-C.; Paul, K.C. COVID-19 Pandemic Severity, Lockdown Regimes, and People's Mobility: Early Evidence from 88 Countries. Sustainability 2020, 12, 9101
SSRN
Working paper
SSRN
Working paper
In: Ali, G. G.M.N., Md. M. Rahman, Md. A. Hossain, Md. S. Rahman, Kamal C. Paul, Jean-Claude Thill, and Jim Samuel. 2021. "Public Perceptions of COVID-19 Vaccines: Policy Implications from US Spatiotemporal Sentiment Analytics" Healthcare 9, no. 9: 1110. https://doi.org/10.3390/healthcare9091110
SSRN
There is a compelling and pressing need to better understand the temporal dynamics of public sentiment towards COVID-19 vaccines in the US on a national and state-wise level for facilitating appropriate public policy applications. Our analysis of social media data from early February and late March 2021 shows that, despite the overall strength of positive sentiment and despite the increasing numbers of Americans being fully vaccinated, negative sentiment towards COVID-19 vaccines still persists among segments of people who are hesitant towards the vaccine. In this study, we perform sentiment analytics on vaccine tweets, monitor changes in public sentiment over time, contrast vaccination sentiment scores with actual vaccination data from the US CDC and the Household Pulse Survey (HPS), explore the influence of maturity of Twitter user-accounts and generate geographic mapping of tweet sentiments. We observe that fear sentiment remained unchanged in populous states, whereas trust sentiment declined slightly in these same states. Changes in sentiments were more notable among less populous states in the central sections of the US. Furthermore, we leverage the emotion polarity based Public Sentiment Scenarios (PSS) framework, which was developed for COVID-19 sentiment analytics, to systematically posit implications for public policy processes with the aim of improving the positioning, messaging, and administration of vaccines. These insights are expected to contribute to policies that can expedite the vaccination program and move the nation closer to the cherished herd immunity goal.
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