infodemic;
COVID-19;
misinformation;
social media;
policy intervention;
Saudi Arabia;
D O I:
10.3390/fi13100254
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
COVID-19 has had broad disruptive effects on economies, healthcare systems, governments, societies, and individuals. Uncertainty concerning the scale of this crisis has given rise to countless rumors, hoaxes, and misinformation. Much of this type of conversation and misinformation about the pandemic now occurs online and in particular on social media platforms like Twitter. This study analysis incorporated a data-driven approach to map the contours of misinformation and contextualize the COVID-19 pandemic with regards to socio-religious-political information. This work consists of a combined system bridging quantitative and qualitative methodologies to assess how information-exchanging behaviors can be used to minimize the effects of emergent misinformation. The study revealed that the social media platforms detected the most significant source of rumors in transmitting information rapidly in the community. It showed that WhatsApp users made up about 46% of the source of rumors in online platforms, while, through Twitter, it demonstrated a declining trend of rumors by 41%. Moreover, the results indicate the second-most common type of misinformation was provided by pharmaceutical companies; however, a prevalent type of misinformation spreading in the world during this pandemic has to do with the biological war. In this combined retrospective analysis of the study, social media with varying approaches in public discourse contributes to efficient public health responses.</p>
机构:
King Abdullah Int Med Res Ctr, Dept Biostat & Bioinformat, Riyadh, Saudi Arabia
King Saud Bin Abdulaziz Univ Hlth Sci, Coll Med, Riyadh, Saudi Arabia
Minist Natl Guard Hlth Affairs, King Abdulaziz Med City, Dept Med, Riyadh 11426, Saudi ArabiaKing Abdullah Int Med Res Ctr, Dept Biostat & Bioinformat, Riyadh, Saudi Arabia
Shaheen, Naila A.
Sambas, Rakan
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h-index: 0
机构:
Minist Natl Guard Hlth Affairs, King Abdulaziz Med City, Dept Med, Riyadh 11426, Saudi ArabiaKing Abdullah Int Med Res Ctr, Dept Biostat & Bioinformat, Riyadh, Saudi Arabia
Sambas, Rakan
Alenezi, Maha
论文数: 0引用数: 0
h-index: 0
机构:
King Saud Bin Abdulaziz Univ Hlth Sci, Coll Med, Riyadh, Saudi Arabia
King Abdullah Int Med Res Ctr, Riyadh, Saudi ArabiaKing Abdullah Int Med Res Ctr, Dept Biostat & Bioinformat, Riyadh, Saudi Arabia
Alenezi, Maha
Alharbi, Naif Khalaf
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h-index: 0
机构:
King Saud Bin Abdulaziz Univ Hlth Sci, Coll Med, Riyadh, Saudi Arabia
King Abdullah Int Med Res Ctr, Riyadh, Saudi ArabiaKing Abdullah Int Med Res Ctr, Dept Biostat & Bioinformat, Riyadh, Saudi Arabia
Alharbi, Naif Khalaf
Aldibasi, Omar
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h-index: 0
机构:
King Abdullah Int Med Res Ctr, Dept Biostat & Bioinformat, Riyadh, Saudi Arabia
King Saud Bin Abdulaziz Univ Hlth Sci, Coll Med, Riyadh, Saudi Arabia
Minist Natl Guard Hlth Affairs, King Abdulaziz Med City, Dept Med, Riyadh 11426, Saudi ArabiaKing Abdullah Int Med Res Ctr, Dept Biostat & Bioinformat, Riyadh, Saudi Arabia
Aldibasi, Omar
Bosaeed, Mohammad
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h-index: 0
机构:
King Saud Bin Abdulaziz Univ Hlth Sci, Coll Med, Riyadh, Saudi Arabia
Minist Natl Guard Hlth Affairs, King Abdulaziz Med City, Dept Med, Riyadh 11426, Saudi Arabia
King Abdullah Int Med Res Ctr, Riyadh, Saudi ArabiaKing Abdullah Int Med Res Ctr, Dept Biostat & Bioinformat, Riyadh, Saudi Arabia
机构:
Imam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi ArabiaImam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi Arabia
Alotaibi, Naif
Al-Dayel, Ibrahim
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h-index: 0
机构:
Imam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi ArabiaImam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi Arabia
Al-Dayel, Ibrahim
Elbatal, I.
论文数: 0引用数: 0
h-index: 0
机构:
Imam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi ArabiaImam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi Arabia
Elbatal, I.
Ezzeldin, Mohamed Rashed
论文数: 0引用数: 0
h-index: 0
机构:
Qassim Univ, Department Stat, Deanship Educ Serv, Buraydah, Saudi ArabiaImam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi Arabia
Ezzeldin, Mohamed Rashed
Elgarhy, M.
论文数: 0引用数: 0
h-index: 0
机构:
Higher Inst Commercial Sci Al Mahalla Al Kubra, Algarbia 31951, EgyptImam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi Arabia
Elgarhy, M.
Al-Karawi, Khamis A.
论文数: 0引用数: 0
h-index: 0
机构:
Salford Univ, Salford, EnglandImam Mohammad Ibn Saud Univ IMSTU, Coll Sci, Dept Math & Stat, Riyadh 114352, Saudi Arabia
机构:
Minist Hlth, Global Ctr Mass Gatherings Med, POB 11461, Riyadh 11176, Saudi ArabiaMinist Hlth, Global Ctr Mass Gatherings Med, POB 11461, Riyadh 11176, Saudi Arabia
Alsofayan, Yousef M.
Althunayyan, Saqer M.
论文数: 0引用数: 0
h-index: 0
机构:
King Saud Univ, Prince Sultan Bin Abdulaziz Coll Emergency Med Se, Dept Accid & Trauma, Riyadh, Saudi ArabiaMinist Hlth, Global Ctr Mass Gatherings Med, POB 11461, Riyadh 11176, Saudi Arabia
Althunayyan, Saqer M.
Khan, Anas A.
论文数: 0引用数: 0
h-index: 0
机构:
King Saud Univ, Dept Emergency Med, Coll Med, Global Ctr Mass Gatherings Med,Minist Hlth, Riyadh, Saudi ArabiaMinist Hlth, Global Ctr Mass Gatherings Med, POB 11461, Riyadh 11176, Saudi Arabia
Khan, Anas A.
Hakawi, Ahmed M.
论文数: 0引用数: 0
h-index: 0
机构:
Minist Hlth, Gen Directorate Infect Dis Control, Riyadh, Saudi ArabiaMinist Hlth, Global Ctr Mass Gatherings Med, POB 11461, Riyadh 11176, Saudi Arabia
Hakawi, Ahmed M.
Assiri, Abdullah M.
论文数: 0引用数: 0
h-index: 0
机构:
Minist Hlth, Riyadh, Saudi ArabiaMinist Hlth, Global Ctr Mass Gatherings Med, POB 11461, Riyadh 11176, Saudi Arabia
机构:
Imam Mohammad Ibn Saud Islamic Univ, Coll Sci, Dept Math & Stat, Riyadh 11432, Saudi ArabiaImam Mohammad Ibn Saud Islamic Univ, Coll Sci, Dept Math & Stat, Riyadh 11432, Saudi Arabia