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Field: Misinformation and Its Impacts

COVID-19–Related Infodemic and Its Impact on Public Health: A Global Social Media Analysis

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Md Saiful Islam, Tonmoy Sarkar, Sazzad Hossain Khan, Abu-Hena Mostofa Kamal et al.

Journal: American Journal of Tropical Medicine and Hygiene
Year: 2020
Citations: 1187

Infodemics, often including rumors, stigma, and conspiracy theories, have been common during the COVID-19 pandemic. Monitoring social media data has been identified as the best method for tracking rumors in real time and as a possible way to dispel misinformation and reduce stigma. However, the dete...

Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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Impact of Rumors and Misinformation on COVID-19 in Social Media

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Samia Tasnim, Md Mahbub Hossain, Hoimonty Mazumder

Journal: Journal of Preventive Medicine and Public HealthYear: 2020Citations: 742

The coronavirus disease 2019 (COVID-19) pandemic has not only caused significant challenges for health systems all over the globe but also fueled the surge of numerous rumors, hoaxes, and misinformation, regarding the etiology, outcomes, prevention, and cure of the disease. Such spread of misinforma...

Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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Predictors of COVID-19 vaccine hesitancy in the UK household longitudinal study

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Elaine Robertson, Kelly S Reeve, Claire L. Niedzwiedz, Jamie Moore et al.

Journal: Brain Behavior and ImmunityYear: 2021Citations: 719

Vaccine hesitancy could undermine efforts to control COVID-19. We investigated the prevalence of COVID-19 vaccine hesitancy in the UK and identified vaccine hesitant subgroups. The 'Understanding Society' COVID-19 survey asked participants (n = 12,035) their likelihood of vaccine uptake and reason f...

Social SciencesHealthVaccine Coverage and HesitancyOpen Access
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COVID-19 vaccine rumors and conspiracy theories: The need for cognitive inoculation against misinformation to improve vaccine adherence

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Md Saiful Islam, Abu-Hena Mostofa Kamal, Alamgir Kabir, Dorothy L. Southern et al.

Journal: PLoS ONEYear: 2021Citations: 534

INTRODUCTION: Rumors and conspiracy theories, can contribute to vaccine hesitancy. Monitoring online data related to COVID-19 vaccine candidates can track vaccine misinformation in real-time and assist in negating its impact. This study aimed to examine COVID-19 vaccine rumors and conspiracy theorie...

Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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Misinformation sharing and social media fatigue during COVID-19: An affordance and cognitive load perspective

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A.K.M. Najmul Islam, Samuli Laato, Md. Shamim Talukder, Erkki Sutinen

Journal: Technological Forecasting and Social ChangeYear: 2020Citations: 530

Highlights • We study social media use, fake news sharing and social media fatigue during COVID-19.• Self-promotion and entertainment increase the sharing of unverified information.• Exploration and religiosity correlate negatively with the sharing of unverified information.• Deficient self-regulati...

Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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Effects of misinformation on COVID-19 individual responses and recommendations for resilience of disastrous consequences of misinformation

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Zapan Barua, Sajib Barua, Salma Aktar, Najma Kabir et al.

Journal: Progress in Disaster ScienceYear: 2020Citations: 411

The proliferation of misinformation on social media platforms is faster than the spread of Corona Virus Diseases (COVID-19) and it can generate hefty deleterious consequences on health amid a disaster like COVID-19. Drawing upon research on the stimulus-response theory (hypodermic needle theory) and...

Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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Factors Affecting COVID-19 Vaccine Acceptance: An International Survey among Low- and Middle-Income Countries

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Suzanna Awang Bono, Edlaine Faria de Moura Villela, Ching Sin Siau, Won Sun Chen et al.

Journal: VaccinesYear: 2021Citations: 365

Vaccination is fast becoming a key intervention against the ongoing COVID-19 pandemic. We conducted cross-sectional online surveys to investigate COVID-19 vaccine acceptance across nine Low- and Middle-Income Countries (LMICs; N = 10,183), assuming vaccine effectiveness at 90% and 95%. The prevalenc...

Social SciencesHealthVaccine Coverage and HesitancyOpen Access
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COVID-19 Public Sentiment Insights and Machine Learning for Tweets Classification

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Jim Samuel, G. G. Md. Nawaz Ali, Md. Mokhlesur Rahman, Ek Esawi et al.

Journal: InformationYear: 2020Citations: 329

Along with the Coronavirus pandemic, another crisis has manifested itself in the form of mass fear and panic phenomena, fueled by incomplete and often inaccurate information. There is therefore a tremendous need to address and better understand COVID-19’s informational crisis and gauge public sentim...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Myths and conspiracy theories on vaccines and COVID-19: Potential effect on global vaccine refusals

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Irfan Ullah, Kiran Shafiq Khan, Muhammad Junaid Tahir, Ali Ahmed et al.

Journal: VacunasYear: 2021Citations: 301

The current coronavirus disease 2019 (COVID-19) pandemic is one of the international crises and researchers are working collaboratively to develop a safe and effective COVID-19 vaccine. The World Health Organization recognizes vaccine hesitancy as the world's top threat to public health safety, part...

Social SciencesHealthVaccine Coverage and HesitancyOpen Access
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A Comprehensive Review on Fake News Detection With Deep Learning

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M. F. Mridha, Ashfia Jannat Keya, Md. Abdul Hamid, Muhammad Mostafa Monowar et al.

Journal: IEEE AccessYear: 2021Citations: 252

A protuberant issue of the present time is that, organizations from different domains are struggling to obtain effective solutions for detecting online-based fake news. It is quite thought-provoking to distinguish fake information on the internet as it is often written to deceive users. Compared wit...

Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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A benchmark study of machine learning models for online fake news detection

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Junaed Younus Khan, Md. Tawkat Islam Khondaker, Sadia Afroz, Gias Uddin et al.

Journal: Machine Learning with ApplicationsYear: 2021Citations: 233

The proliferation of fake news and its propagation on social media has become a major concern due to its ability to create devastating impacts. Different machine learning approaches have been suggested to detect fake news. However, most of those focused on a specific type of news (such as political)...

Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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Potential factors influencing COVID-19 vaccine acceptance and hesitancy: A systematic review

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Debendra Nath Roy, Mohitosh Biswas, Md. Ekramul Islam, Md. Shah Azam

Journal: PLoS ONEYear: 2022Citations: 199

BACKGROUND AND AIMS: Although vaccines are considered the most effective and fundamental therapeutic tools for consistently preventing the COVID-19 disease, worldwide vaccine hesitancy has become a widespread public health issue for successful immunization. The aim of this review was to identify an ...

Social SciencesHealthVaccine Coverage and HesitancyOpen Access
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Analyzing the epidemiological outbreak of COVID‐19: A visual exploratory data analysis approach

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Samrat Kumar Dey, Md. Mahbubur Rahman, Umme Raihan Siddiqi, Arpita Howlader

Journal: Journal of Medical VirologyYear: 2020Citations: 197

There is an obvious concern globally regarding the fact about the emerging coronavirus 2019 novel coronavirus (2019-nCoV) as a worldwide public health threat. As the outbreak of COVID-19 causes by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) progresses within China and beyond, ra...

Physical SciencesMathematicsModeling and SimulationOpen Access
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Health Belief Model, Theory of Planned Behavior, or Psychological Antecedents: What Predicts COVID-19 Vaccine Hesitancy Better Among the Bangladeshi Adults?

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Mohammad Bellal Hossain, Md. Zakiul Alam, Md. Syful Islam, Shafayat Sultan et al.

Journal: Frontiers in Public HealthYear: 2021Citations: 176

This study aimed to determine the prevalence and investigate the constellations of psychological determinants of the COVID-19 vaccine hesitancy among the Bangladeshi adult population utilizing the health belief model-HBM (perceived susceptibility to and severity of COVID-19, perceived benefits of an...

Social SciencesHealthVaccine Coverage and HesitancyOpen Access
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Detecting Fake News using Machine Learning and Deep Learning Algorithms

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Abdullah All Tanvir, Ehesas Mia Mahir, Saima Akhter, Mohammad Rezwanul Huq

Year: 2019Citations: 145

Social media interaction especially the news spreading around the network is a great source of information nowadays. From one's perspective, its negligible exertion, straightforward access, and quick dispersing of information that lead people to look out and eat up news from internet-based life. Twi...

Social SciencesSociology and Political ScienceMisinformation and Its Impacts
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