[HTML][HTML] Social media use for health purposes: systematic review
Background: Social media has been widely used for health-related purposes, especially
during the COVID-19 pandemic. Previous reviews have summarized social media uses for a …
during the COVID-19 pandemic. Previous reviews have summarized social media uses for a …
A systematic review of the use of topic models for short text social media analysis
Recently, research on short text topic models has addressed the challenges of social media
datasets. These models are typically evaluated using automated measures. However, recent …
datasets. These models are typically evaluated using automated measures. However, recent …
TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets
Abstract COVID-19, caused by SARS-CoV2 infection, varies greatly in its severity but
presents with serious respiratory symptoms with vascular and other complications …
presents with serious respiratory symptoms with vascular and other complications …
Social media strategies to affect vaccine acceptance: a systematic literature review
RJ Limaye, TA Holroyd, M Blunt… - Expert review of …, 2021 - Taylor & Francis
Introduction: Vaccine hesitancy, defined as a delay in the acceptance or the refusal of
vaccines despite their availability, is a growing global threat. More individuals are turning to …
vaccines despite their availability, is a growing global threat. More individuals are turning to …
Persistent digital divide in health-related internet use among cancer survivors: findings from the Health Information National Trends Survey, 2003–2018
Purpose Prior research on the use of the internet among cancer survivors indicates a digital
divide. The online landscape and patterns of information consumption, however, have …
divide. The online landscape and patterns of information consumption, however, have …
Evaluation of clustering and topic modeling methods over health-related tweets and emails
Background Internet provides different tools for communicating with patients, such as social
media (eg, Twitter) and email platforms. These platforms provided new data sources to shed …
media (eg, Twitter) and email platforms. These platforms provided new data sources to shed …
Consumer perceptions of telehealth for mental health or substance abuse: a Twitter-based topic modeling analysis
Objective The objective of this study is to understand the primary topics of consumer
discussion on Twitter associated with telehealth for mental health or substance abuse for …
discussion on Twitter associated with telehealth for mental health or substance abuse for …
A multimodal framework for the identification of vaccine critical memes on Twitter
Memes can be a useful way to spread information because they are funny, easy to share,
and can spread quickly and reach further than other forms. With increased interest in COVID …
and can spread quickly and reach further than other forms. With increased interest in COVID …
[HTML][HTML] Population attitudes toward contraceptive methods over time on a social media platform
Background Contraceptive method choice is often strongly influenced by the experiences
and opinions of one's social network. Although social media, including Twitter, increasingly …
and opinions of one's social network. Although social media, including Twitter, increasingly …
Blame avoidance and credit-claiming dynamics in government policy communications: evidence from leadership tweets in four OECD countries during the 2020–2022 …
Government information activities are often thought to be motivated by a classic calculus of
blame minimization and credit maximization. However, the precise interactions of “blame” …
blame minimization and credit maximization. However, the precise interactions of “blame” …