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GUIDEUnderstanding fake news, misinformation & disinformation

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2021 Shifting attention to accuracy can reduce misinformation online Pennycook et al. · Nature · Psychology & interventions, Platforms, policy & society2021 Perceived and Intended Sarcasm Detection with Graph Attention Networks Plepi & Flek · arXiv · Detection methods, LLMs & generative AI2021 The Gospel According to Q: Understanding the QAnon Conspiracy from the Perspective of Canonical Information Papasavva et al. · 16th International AAAI Conference on Web and… · Spread & networks, Psychology & interventions2021 A Survey on Predicting the Factuality and the Bias of News Media Nakov et al. · arXiv · Fact-checking & verification, Datasets & evaluation2021 All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text Clark et al. · arXiv · LLMs & generative AI, Datasets & evaluation2021 News literacy, social media behaviors, and skepticism toward information on social media Vraga & Tully · Information, Communication & Society · Psychology & interventions, Spread & networks2021 Shared partisanship dramatically increases social tie formation in a Twitter field experiment Mosleh et al. · National Academy of Sciences · Spread & networks, Psychology & interventions2021 Cognitive reflection correlates with behavior on Twitter Mosleh et al. · Nature Communications · Psychology & interventions, Spread & networks2021 Does Media Literacy Help Identification of Fake News? Information Literacy Helps, but Other Literacies Don't Jones-Jang et al. · American Behavioral Scientist · Psychology & interventions, Platforms, policy & society2021 Examining the consumption of radical content on YouTube Hosseinmardi et al. · PNAS · Spread & networks, Platforms, policy & society2021 The echo chamber effect on social media Cinelli et al. · National Academy of Sciences · Spread & networks, Platforms, policy & society2020 Exposure to untrustworthy websites in the 2016 US election Guess et al. · Nature Human Behaviour · Spread & networks, Platforms, policy & society2020 Inoculating Against Fake News About COVID-19 van der Linden et al. · Frontiers in Psychology · Psychology & interventions, Platforms, policy & society2020 A Picture Paints a Thousand Lies? The Effects and Mechanisms of Multimodal Disinformation and Rebuttals Disseminated via Social Media Hameleers et al. · Political Communication · Deepfakes & multimodal, Fact-checking & verification2020 Fact-Checking: A Meta-Analysis of What Works and for Whom Walter et al. · Political Communication · Fact-checking & verification, Psychology & interventions2020 Deepfakes and Disinformation: Exploring the Impact of Synthetic Political Video on Deception, Uncertainty, and Trust in News Vaccari & Chadwick · Social Media + Society · Deepfakes & multimodal, Platforms, policy & society2020 Online misinformation about climate change Treen et al. · WIREs Climate Change · Spread & networks, Platforms, policy & society2020 Susceptibility to misinformation about COVID-19 around the world Roozenbeek et al. · Royal Society Open Science · Psychology & interventions, Platforms, policy & society2020 Fighting COVID-19 Misinformation on Social Media: Experimental Evidence for a Scalable Accuracy-Nudge Intervention Pennycook et al. · Psychological Science · Psychology & interventions, Platforms, policy & society2020 Fact-checking as risk communication: the multi-layered risk of misinformation in times of COVID-19 Krause et al. · Journal of Risk Research · Fact-checking & verification, Platforms, policy & society2020 A digital media literacy intervention increases discernment between mainstream and false news in the United States and India Guess et al. · PNAS · Psychology & interventions, Platforms, policy & society2020 Misinformation and Morality: Encountering Fake-News Headlines Makes Them Seem Less Unethical to Publish and Share Effron & Raj · Psychological Science · Psychology & interventions, Spread & networks2020 Assessing the Russian Internet Research Agency's impact on the political attitudes and behaviors of American Twitter users in late 2017 Bail et al. · National Academy of Sciences · Bots & coordinated campaigns, Platforms, policy & society2020 Evaluating the fake news problem at the scale of the information ecosystem Allen et al. · Science Advances · Spread & networks, Platforms, policy & society