51
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Wang R, Zhang H. Who spread COVID-19 (mis)information online? Differential informedness, psychological mechanisms, and intervention strategies. COMPUTERS IN HUMAN BEHAVIOR 2023; 138:107486. [PMID: 36120514 PMCID: PMC9467818 DOI: 10.1016/j.chb.2022.107486] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 07/04/2022] [Accepted: 09/10/2022] [Indexed: 11/18/2022]
Abstract
Based on a regional survey conducted in five cities of China (Beijing, Shanghai, Guangzhou, Chengdu, and Wuhan) in January 2020 and a national survey experiment conducted in 31 provinces of China in December 2020 during the COVID-19 pandemic, we investigated the intentions for the misinformed, uninformed, and informed individuals to spread COVID-19 related (mis)information online and the psychological factors affecting their distinct sharing behaviors. We found that (1) both misinformed and uninformed individuals were more likely to spread misinformation and less likely to share fact as compared with the informed ones; (2) the reasons for the misinformed individuals to spread misinformation resembled those for the informed ones to share truth, but the uninformed ones shared misinformation based on different motivations; and (3) information that arouses positive emotions were more likely to go viral than that arouses negative feelings in the context of COVID-19, regardless of facticity. The implications of these findings were discussed in terms of how people react to misinformation when coping with risk, and intervention strategies were proposed to combat COVID-19 or other types of misinformation in risk scenarios.
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Affiliation(s)
- Rui Wang
- School of Journalism and Communication, Beijing Normal University, Beijing, China
| | - Hongzhong Zhang
- School of Journalism and Communication, Beijing Normal University, Beijing, China
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52
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Lee S, Tandoc EC, Lee EWJ. Social media may hinder learning about science; social media's role in learning about COVID-19. COMPUTERS IN HUMAN BEHAVIOR 2023; 138:107487. [PMID: 36124311 PMCID: PMC9473145 DOI: 10.1016/j.chb.2022.107487] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 09/02/2022] [Accepted: 09/10/2022] [Indexed: 11/25/2022]
Abstract
Despite widespread concerns that misinformation is rampant on social media, little systematic and empirical research has been conducted on whether and how news consumption via social media affects people's accurate knowledge about COVID-19. Against this background, this study examines the causal effects of social media use on COVID-19 knowledge (i.e., both in the form of factual knowledge and misinformation detection) as well as the underlying mechanisms through which such effects occur. Based on original panel survey data across six weeks (W1 N = 1,363, W2 N = 752) in the U.S., we found that consuming news from social media fostered the perception that one need not actively seek news anymore because it would reach them anyway through their social connections (i.e., "news-finds-me" perception). This, in turn, can make one both uninformed and misinformed about COVID-19 issues. Furthermore, this mediated relationship is stronger among those who experience higher levels of information overload while on social media.
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Affiliation(s)
- Sangwon Lee
- Department of Communication Studies, New Mexico State University 1405 International Drive, New Mexico State University, Las Cruces, NM, 88003, USA
| | - Edson C Tandoc
- Wee Kim Wee School of Communication and Information, Nanyang Technological University, Room 02-39, 31 Nanyang Link, 637718, Singapore
| | - Edmund W J Lee
- Wee Kim Wee School of Communication and Information, Nanyang Technological University, Room 02-39, 31 Nanyang Link, 637718, Singapore
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53
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Hruschka TMJ, Appel M. Learning about informal fallacies and the detection of fake news: An experimental intervention. PLoS One 2023; 18:e0283238. [PMID: 36989285 PMCID: PMC10057814 DOI: 10.1371/journal.pone.0283238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 03/03/2023] [Indexed: 03/30/2023] Open
Abstract
The philosophical concept of informal fallacies-arguments that fail to provide sufficient support for a claim-is introduced and connected to the topic of fake news detection. We assumed that the ability to identify informal fallacies can be trained and that this ability enables individuals to better distinguish between fake news and real news. We tested these assumptions in a two-group between-participants experiment (N = 116). The two groups participated in a 30-minute-long text-based learning intervention: either about informal fallacies or about fake news. Learning about informal fallacies enhanced participants' ability to identify fallacious arguments one week later. Furthermore, the ability to identify fallacious arguments was associated with a better discernment between real news and fake news. Participants in the informal fallacy intervention group and the fake news intervention group performed equally well on the news discernment task. The contribution of (identifying) informal fallacies for research and practice is discussed.
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Affiliation(s)
- Timon M J Hruschka
- Psychology of Communication and New Media, University of Würzburg, Würzburg, Germany
| | - Markus Appel
- Psychology of Communication and New Media, University of Würzburg, Würzburg, Germany
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54
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Pollard AJ, MacDonald NE, Dubé E, Lamden K, Baxter PD, Suggitt D, Donovan H, Gibney Y, Rappuoli R, Wright C, Rodgers E, Trotter C, Stuart J, Blake N, Glennie L, Lucidarme J, Bai X, Lekshmi A, Willeton L, Clark SA, Borrow R. Presentations at the UK National Immunisation Conference. Hum Vaccin Immunother 2022; 18:2087411. [PMID: 36441135 PMCID: PMC9766481 DOI: 10.1080/21645515.2022.2087411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- Andrew J Pollard
- Department of Pediatrics, University of Oxford, and the NIHR Oxford Biomedical Research Center, Oxford UK
| | - Noni E MacDonald
- Department of Pediatrics, Dalhousie University and IWK Health Center, Halifax, Nova Scotia, Canada
| | - Eve Dubé
- Institut National de Santé Publique du Québec, Quebec City, Quebec, Canada
| | - Ken Lamden
- Retired consultant in health protection, Lancashire, UK
| | - Professor David Baxter
- Director of Medical Education / Consultant in Public Health and Clinical Skills Tutor, Stepping Hill hospital, Stockport, SK2 7JE
| | - Debbie Suggitt
- Director of Medical Education / Consultant in Public Health and Clinical Skills Tutor, Stepping Hill hospital, Stockport, SK2 7JE
| | - Helen Donovan
- Professional lead for public health nursing, Royal College of Nursing, Nursing Department, 20 Cavendish Square, London W1G 0RN
| | - Yvonne Gibney
- Member, Faculty of Travel Medicine, Royal College of Physicians and Surgeons, Glasgow
| | - Rino Rappuoli
- Vaccine Research and Development, GlaxoSmithKline Vaccines, Siena, Italy
| | - C. Wright
- Meningitis Research Foundation, Research, Evidence and Policy, Bristol, UK
| | - E. Rodgers
- Meningitis Research Foundation, Research, Evidence and Policy, Bristol, UK
| | - C. Trotter
- University of Cambridge, Department of Veterinary Medicine, Cambridge, UK
| | - James Stuart
- University of Bristol, Population Health Sciences, Bristol, UK
| | - N. Blake
- Meningitis Research Foundation, Research, Evidence and Policy, Bristol, UK
| | - L. Glennie
- Meningitis Research Foundation, Research, Evidence and Policy, Bristol, UK
| | - Jay Lucidarme
- Meningococcal Reference Unit, UK Health Security Agency, Manchester, UK
| | - Xilian Bai
- Meningococcal Reference Unit, UK Health Security Agency, Manchester, UK
| | - Aiswarya Lekshmi
- Meningococcal Reference Unit, UK Health Security Agency, Manchester, UK
| | - Laura Willeton
- Meningococcal Reference Unit, UK Health Security Agency, Manchester, UK
| | - Stephen A. Clark
- Meningococcal Reference Unit, UK Health Security Agency, Manchester, UK
| | - Ray Borrow
- Meningococcal Reference Unit, UK Health Security Agency, Manchester, UK
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55
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Chen S, Xiao L, Kumar A. Spread of misinformation on social media: What contributes to it and how to combat it. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2022.107643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Kahlon G, Waheed F, Owens MT. What College Biology Students Know about How Vaccines Work. CBE LIFE SCIENCES EDUCATION 2022; 21:ar75. [PMID: 36206329 PMCID: PMC9727621 DOI: 10.1187/cbe.20-12-0294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 08/15/2022] [Accepted: 09/09/2022] [Indexed: 06/16/2023]
Abstract
Vaccines are an important and societally relevant biology topic, but it is unclear how much college biology students know about how vaccines work and what inaccurate ideas they have about that process. Therefore, we asked more than 600 college students taking biology courses at various levels to explain, "How does a vaccine work?" in a free-response format. Based on authoritative sources and responses from immunology and other biology faculty, we created a rubric to gauge the basic knowledge and accuracy present in student responses. Basic knowledge was defined as knowing that vaccines mimic the pathogen, elicit an active immune response, and provide protection against future infection. Accuracy was defined as the absence of scientifically inaccurate ideas. We found that advanced biology majors score significantly higher in basic knowledge and accuracy when compared with all other student groups, but there were no differences between entering biology majors, pre-health majors, and non-pre-health majors. We also uncovered a variety of inaccurate ideas, with the most common being that vaccines contain the original, unmodified pathogen. These results provide a new way to gauge college student understanding of how a vaccine works and enrich our understanding of what college students know about this process.
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Affiliation(s)
- Gavina Kahlon
- Department of Neurobiology, University of California, San Diego, La Jolla, CA 92093
| | - Fareshta Waheed
- Department of Neurobiology, University of California, San Diego, La Jolla, CA 92093
| | - Melinda T. Owens
- Department of Neurobiology, University of California, San Diego, La Jolla, CA 92093
- Joint Doctoral Program in Math & Science Education, University of California, San Diego and San Diego State University, La Jolla, CA 92093
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57
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Sklar DP. How Academic Medicine Can Amplify Truth Amid the Noise of Misinformation, Inaccuracies, and Lies. ACADEMIC MEDICINE : JOURNAL OF THE ASSOCIATION OF AMERICAN MEDICAL COLLEGES 2022; 97:1738-1741. [PMID: 36449913 PMCID: PMC9696756 DOI: 10.1097/acm.0000000000004943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Inaccurate statements and lies from public figures and political and government leaders have the power to exacerbate dangerous upheavals in our political, health care, and social environments. The widespread misinformation, inaccuracies, and lies about the COVID-19 pandemic (about the origin of the virus, the severity of illness, vaccination, and "cures," to name a few) illustrate the potentially disastrous consequences of false information. Academic medicine must recognize the dangers of such lies and inaccuracies, particularly those related to health, and must understand their sources in traditional and social media and how and why many in the public accept them. Academic health professionals have a unique responsibility to promote and defend the truth in medicine and science, help the public to understand the sources of inaccurate scientific information, and find ways to debunk falsehoods spread by politicians and media outlets. Inaccurate information and lies have threatened the health of the population, the function of health systems, and the training of the future health workforce. They must be combatted by truth telling through scholarly work, clinical activities, and educating health professions trainees at all levels. Academic medicine's institutions should also consider joining the communities they serve and their medical specialty organizations to engage in political advocacy whenever possible. Health professions journals have an important role in highlighting and clarifying important topics and sustaining conversations on them within the academic medicine community. Across all its missions and activities, academic medicine must do its best to combat today's poisonous misinformation, inaccuracies, and lies, and to enter the larger social and political struggles that will determine the health of society and the future.
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Affiliation(s)
- David P. Sklar
- D.P. Sklar is senior advisor to the provost and professor of medicine, College of Health Solutions, Arizona State University, Phoenix, Arizona
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58
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Rudloff JP, Hutmacher F, Appel M. Beliefs about the nature of knowledge shape responses to the pandemic: Epistemic beliefs, the Dark Factor of Personality, and COVID-19-related conspiracy ideation and behavior. J Pers 2022; 90:937-955. [PMID: 35152440 PMCID: PMC9115184 DOI: 10.1111/jopy.12706] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 01/28/2022] [Accepted: 02/06/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Global challenges such as climate change or the COVID-19 pandemic have drawn public attention to conspiracy theories and citizens' non-compliance to science-based behavioral guidelines. We focus on individuals' worldviews about how one can and should construct reality (epistemic beliefs) to explain the endorsement of conspiracy theories and behavior during the COVID-19 pandemic and propose the Dark Factor of Personality (D) as an antecedent of post-truth epistemic beliefs. METHOD AND RESULTS This model is tested in four pre-registered studies. In Study 1 (N = 321), we found first evidence for a positive association between D and post-truth epistemic beliefs (Faith in Intuition for Facts, Need for Evidence, Truth is Political). In Study 2 (N = 453), we tested the model proper by further showing that post-truth epistemic beliefs predict the endorsement of COVID-19 conspiracies and disregarding COVID-19 behavioral guidelines. Study 3 (N = 923) largely replicated these results at a later stage of the pandemic. Finally, in Study 4 (N = 513), we replicated the results in a German sample, corroborating their cross-cultural validity. Interactions with political orientation were observed. CONCLUSION Our research highlights that epistemic beliefs need to be taken into account when addressing major challenges to humankind.
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Affiliation(s)
| | - Fabian Hutmacher
- Human‐Computer‐Media InstituteUniversity of WürzburgWürzburgGermany
| | - Markus Appel
- Human‐Computer‐Media InstituteUniversity of WürzburgWürzburgGermany
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59
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Schwaiger L, Schneider J, Eisenegger M, Nchakga C. [Conspiracy as a surrogate for religion? Religiosity, spirituality, and affinity towards conspiracy myths in times of crisis]. ZEITSCHRIFT FUR RELIGION, GESELLSCHAFT UND POLITIK 2022; 7:1-22. [PMID: 36465327 PMCID: PMC9707184 DOI: 10.1007/s41682-022-00136-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 09/16/2022] [Accepted: 10/18/2022] [Indexed: 11/30/2022]
Abstract
In times of crisis, alternative interpretations of the world that challenge the public sphere gain impact. During the COVID-19 pandemic, such narratives spread in the form of conspiracy myths. They give explanations for complex questions by assuming that social events are planned and controlled by secret elites. Moreover, they are often based on pseudo-transcendental explanations that defy scrutiny but fill fateful events with meaning. In this context, the question arises whether conspiracy myths contain religious or spiritual elements. In this study, we use a representative population survey conducted in April 2022 in German- and French-speaking Switzerland (n = 1221) to examine the relationship between spirituality, religiosity, and affinity toward conspiracy myths. The results show that emotional concern during the COVID-19 pandemic is an important predictor related to conspiracy affinity. The more negative the emotional concern, the higher the affinity towards conspiracy myths. Conversely, positive emotions during the pandemic negatively affect conspiracy affinity. While religious affiliations and religiosity hardly influence conspiracy affinity, spirituality turns out to be the most important predictor in our study. We conclude that in secularized societies spirituality without involvement in traditional religious communities can result in an increased openness to conspiracy myths as a surrogate for religion.
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Affiliation(s)
- Lisa Schwaiger
- Institut für Kommunikationswissenschaft und Medienforschung (IKMZ), Universität Zürich, Andreasstrasse 15, 8050 Zürich, Schweiz
| | - Jörg Schneider
- Forschungszentrum Öffentlichkeit und Gesellschaft (fög), Universität Zürich, Andreasstrasse 15, 8050 Zürich, Schweiz
| | - Mark Eisenegger
- Institut für Kommunikationswissenschaft und Medienforschung (IKMZ), Universität Zürich, Andreasstrasse 15, 8050 Zürich, Schweiz
- Forschungszentrum Öffentlichkeit und Gesellschaft (fög), Universität Zürich, Andreasstrasse 15, 8050 Zürich, Schweiz
| | - Camille Nchakga
- Institut für Kommunikationswissenschaft und Medienforschung (IKMZ), Universität Zürich, Andreasstrasse 15, 8050 Zürich, Schweiz
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60
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Wratil PR, Kotter K, Bischof ML, Hollerbach S, Apak E, Kalteis AL, Nayeli-Pflantz T, Kaderali L, Adorjan K, Keppler OT. Vaccine-hesitant individuals accumulate additional COVID-19 risk due to divergent perception and behaviors related to SARS-CoV-2 testing: a population-based, cross-sectional study. Infection 2022:10.1007/s15010-022-01947-z. [PMID: 36355269 PMCID: PMC9647754 DOI: 10.1007/s15010-022-01947-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 10/25/2022] [Indexed: 11/11/2022]
Abstract
Purpose To investigate the perception of SARS-CoV-2 detection methods, information sources, and opinions on appropriate behavior after receiving negative or positive test results. Methods In a questionnaire-based, cross-sectional study conducted between September 1 and November 17, 2021, epidemiological, behavioral, and COVID-19-related data were acquired from the public in Munich, Germany. Results Most of the 1388 participants obtained information from online media (82.8%) as well as state and federal authorities (80.3%). 93.4% believed in the accuracy of SARS-CoV-2 PCR testing and 41.2% in the accuracy of rapid antigen tests (RATs). However, RATs were preferred for testing (59.1%) over PCR (51.1%). 24.0% of all individuals were willing to ignore hygiene measures and 76.9% were less afraid of SARS-CoV-2 transmission after receiving a negative PCR test (5.9% and 48.8% in case of a negative RAT). 28.8% reported not to self-isolate after receiving a positive RAT. Multivariate analyses revealed that non-vaccinated individuals relied less on information from governmental authorities (p = 0.0004) and more on social media (p = 0.0216), disbelieved in the accuracy of the PCR test (p ≤ 0.0001) while displaying strong preference towards using RATs (p ≤ 0.0001), were more willing to abandon pandemic-related hygiene measures (p ≤ 0.0001), less afraid of transmitting SARS-CoV-2 after a negative RAT (p ≤ 0.0001), and less likely to isolate after a positive RAT (p ≤ 0.0001). Conclusion Insights into preferred information sources as well as perception, preferences, and behavior related to SARS-CoV-2 testing and hygiene measures are key to refining public health information and surveillance campaigns. Non-vaccinated individuals’ divergent believes and behaviors possibly increase their COVID-19 risk. Supplementary Information The online version contains supplementary material available at 10.1007/s15010-022-01947-z .
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Affiliation(s)
- Paul R Wratil
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, LMU München, Munich, Germany.
- German Center for Infection Research (DZIF), Partner Site Munich, Munich, Germany.
- Max von Pettenkofer Institute and Gene Center, Virology, LMU München, Feodor-Lynen-Str. 23, 81377, Munich, Germany.
| | - Katharina Kotter
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, LMU München, Munich, Germany
| | - Marie L Bischof
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, LMU München, Munich, Germany
| | - Sophie Hollerbach
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, LMU München, Munich, Germany
| | - Elif Apak
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, LMU München, Munich, Germany
| | - Anna-Lena Kalteis
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, LMU München, Munich, Germany
| | - Tamara Nayeli-Pflantz
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, LMU München, Munich, Germany
| | - Lars Kaderali
- Institute of Bioinformatics, University Medicine Greifswald, Greifswald, Germany
| | - Kristina Adorjan
- Department of Psychiatry and Psychotherapy, University Hospital, LMU München, Nußbaumstraße 7, 80336, Munich, Germany.
| | - Oliver T Keppler
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, LMU München, Munich, Germany.
- German Center for Infection Research (DZIF), Partner Site Munich, Munich, Germany.
- Faculty of Medicine, Max von Pettenkofer Institute and Gene Center, Virology, LMU München, Pettenkoferstr. 9a, 80336, Munich, Germany.
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61
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Moon WK, Atkinson L, Kahlor LA, Yun C, Son H. U.S. Political Partisanship and COVID-19: Risk Information Seeking and Prevention Behaviors. HEALTH COMMUNICATION 2022; 37:1671-1681. [PMID: 33906522 DOI: 10.1080/10410236.2021.1912948] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The global pandemic caused by SARS-CoV-2 (COVID-19) poses serious health risks to humans; yet, despite recommendations by governments and health organizations, a significant number of Americans are not engaging in preventive behaviors. To understand and explain this phenomenon, we seek guidance from a theoretical model that merges the risk information seeking and processing model and the theory of planned behavior. Furthermore, given the politicized nature of the pandemic in the U.S., we pose different information seeking patterns according to media partisanship, asserting that partisanship is likely to affect cognitive structures regarding COVID-19 decision making. Our results suggest two distinct routes for information seeking to decision-making. Conservative media use is directly associated with preventive behavior avoidance, while liberal media use is indirectly associated with preventive behavior engagement. This work contributes to our collective understanding of what drives preventive behaviors in the context of health risk, particularly in the case of a highly politicized national health crisis with global implications.
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Affiliation(s)
- Won-Ki Moon
- Stan Richards School of Advertising and Public Relations, University of Texas at Austin
| | - Lucy Atkinson
- Stan Richards School of Advertising and Public Relations, University of Texas at Austin
| | - Lee Ann Kahlor
- Stan Richards School of Advertising and Public Relations, University of Texas at Austin
| | - Chungin Yun
- Stan Richards School of Advertising and Public Relations, University of Texas at Austin
| | - Hyunsang Son
- Department of Business and Economics, West Virginia State University
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Ho SS, Chuah ASF, Kim N, Tandoc EC. Fake news, real risks: How online discussion and sources of fact-check influence public risk perceptions toward nuclear energy. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2022; 42:2569-2583. [PMID: 35759611 DOI: 10.1111/risa.13980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 03/25/2022] [Accepted: 05/05/2022] [Indexed: 06/15/2023]
Abstract
This study seeks to understand how online discussion, fact-checking, and sources of fact-checks will influence individuals' risk perceptions toward nuclear energy when they are exposed to fake news. Using a 2 × 3 experimental design, 320 participants were randomly assigned to one of the six experimental conditions. Results showed an interaction effect between online discussion and exposure to fact-checking, in which online discussion lowered individuals' risk perception toward nuclear energy when a fact-check was unavailable. Of those who participated in the online discussion, those who viewed a fact-check posted by traditional media have higher risk perception as compared to those who viewed a fact-check posted by a fact-check organization. Our findings indicate that different fact-checking sources can have differential effects on public risk perceptions, depending on whether online discussion is involved. To curb the spread of fake news, different fact-checking strategies will need to be deployed depending on the situation.
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Affiliation(s)
- Shirley S Ho
- Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore, Singapore
| | - Agnes S F Chuah
- Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore, Singapore
| | - Nuri Kim
- Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore, Singapore
| | - Edson C Tandoc
- Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore, Singapore
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63
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Wang W, Jacobson S. Effects of health misinformation on misbeliefs: understanding the moderating roles of different types of knowledge. JOURNAL OF INFORMATION COMMUNICATION & ETHICS IN SOCIETY 2022. [DOI: 10.1108/jices-02-2022-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
Health misinformation poses severe risks to people’s health decisions and outcomes. A great deal of research in this area has focused on debunking misinformation and found limited effects of correctives after misinformation exposure. The research on prebunking strategies has been inadequate. Most has focused on forewarning and enhancing literacy skills and knowledge to recognize misinformation. Part of the reason for the inadequacy could be due to the challenges in conceptualizing and measuring knowledge. This study intends to fill this gap and examines various types of knowledge, including subjective knowledge, cancer literacy, persuasion knowledge and media literacy. This study aims to understand how knowledge may moderate the effect of misinformation exposure on misbeliefs.
Design/methodology/approach
An online experiment with a basic experimental design (misinformation exposure: health misinformation vs factual health message) was conducted. The authors measured and tested the moderating role of different types of knowledge (subjective knowledge, cancer literacy, persuasion knowledge and media literacy) separately to improve the understanding of their role in combatting online health misinformation.
Findings
This study found that a higher level of cancer literacy and persuasion knowledge helped people identify misinformation and prevented them from being persuaded by it. A higher level of subjective knowledge, however, reduced the recognition of misinformation, thereby increasing the likelihood of being persuaded by it. Media literacy did not moderate the mediation path.
Originality/value
This study differentiates the role different types of knowledge may have played in moderating the influence of health misinformation. It contributes to a strategic development of interventions that better prepare people against the influence of health misinformation.
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64
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Chatterjee S, Chaudhuri R, Vrontis D. Role of fake news and misinformation in supply chain disruption: impact of technology competency as moderator. ANNALS OF OPERATIONS RESEARCH 2022; 327:1-24. [PMID: 36247733 PMCID: PMC9540173 DOI: 10.1007/s10479-022-05001-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/19/2022] [Indexed: 06/16/2023]
Abstract
Studies show that COVID-19 has increased the effects of misinformation and fake news that proliferated during the continued crisis and related turbulent environment. Fake news and misinformation can come from various sources such as social media, print media, as well as from electronic media such as instant messaging services and other apps. There is a growing interest among researchers and practitioners on how fake news and misinformation impacts on supply chain disruption. But the limited research in this area leaves a gap. With this background, the purpose of this study is to determine the role of fake news and misinformation in supply chain disruption and the consequences to a firm's operational performance. This study also investigates the moderating role of technology competency in supply chain disruption and operational performance of the firm. With the help of theories and literature, a theoretical model has been developed. Later, the conceptual model has been validated using partial least squares structural equation modeling. The study finds that there is a significant impact of misinformation and fake news on supply chain disruption, which in turn negatively impacts firms' operational performance. The study also highlights that firms' technology competency can improve the supply chain situation that has been disrupted by misinformation and fake news.
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Affiliation(s)
- Sheshadri Chatterjee
- Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal India
| | - Ranjan Chaudhuri
- Department of Marketing, Indian Institute of Management Ranchi, Ranchi, India
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65
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Polleri M. Towards an anthropology of misinformation. ANTHROPOLOGY TODAY 2022. [DOI: 10.1111/1467-8322.12754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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66
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Hu Z, Ma B, Bai R. Motivation to participate in secondary science communication. Front Psychol 2022; 13:961846. [PMID: 36160547 PMCID: PMC9497449 DOI: 10.3389/fpsyg.2022.961846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 08/09/2022] [Indexed: 11/13/2022] Open
Abstract
The rise of social media provides convenient mechanisms for audiences to participate in secondary science communication (SSC). The present study employs the theory of consumption values and theory of planned behavior to predict audiences' SSC intentions. The results indicate that emotional value, social value, altruistic value, attitude, internal perceived behavioral control and subjective norm are significant predictors of audiences' intentions to share or to repost science content on their social media. These results suggest that the theory of consumption values, together with the theory of planned behavior, is a useful framework for understanding SSC behaviors.
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Affiliation(s)
| | | | - Rubing Bai
- School of Management and Economics, Beijing Institute of Technology, Beijing, China
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67
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Conis E, Hoenicke S. Measles, Media and Memory: Journalism's Role in Framing Collective Memory of Disease. THE JOURNAL OF MEDICAL HUMANITIES 2022; 43:405-420. [PMID: 34341891 PMCID: PMC8328814 DOI: 10.1007/s10912-021-09705-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/07/2021] [Indexed: 06/13/2023]
Abstract
Language used to describe measles in the press has altered significantly over the last sixty years, a shift that reflects changing perceptions of the disease within the medical community as well as broader changes in public health discourse. California, one of the most populous U.S. states and seat of the 2015 measles outbreak originating at Disneyland, presents an opportunity for observing these changes. This article offers a longitudinal case study of five decades of measles news coverage by the Los Angeles Times and the San Francisco Chronicle, which represented two of the largest news markets in California when the measles vaccine was released, in 1963, and during the 2015 outbreak. Measles reporting during this period displays patterns pointing to an active role for journalists in shaping public understanding of health and medical matters, especially as they recede from public memory, through the employment of available and circulating political and cultural frames. Moreover, journalistic frames in this period of reporting incorporated presentist descriptions of the disease, which imposed present values on the medical past, and which were constructed of decontextualized historical references that supported prevailing contemporary notions of the disease. Framing and the tendency toward presentism, in the context of shifting public health discourse, had the effect of communicating an increasingly severe sounding disease over time, and of shifting blame for that disease's spread from nature to government to individuals. Journalistic framing and causal stories have much power to shape public understanding of medical matters as they recede from public memory.
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Affiliation(s)
- Elena Conis
- UC Berkeley Graduate School of Journalism, Berkeley, CA, USA.
| | - Sarah Hoenicke
- UC Irvine, Department of Comparative Literature, Irvine, CA, USA
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68
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Yang Y, Yu G, Pan J, Kreps GL. Public trust in sources and channels on judgment accuracy in food safety misinformation with the moderation effect of self‐affirmation: Evidence from the HINTS‐China database. WORLD MEDICAL & HEALTH POLICY 2022. [DOI: 10.1002/wmh3.544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Ya Yang
- School of Journalism and Communication Beijing Normal University Beijing China
| | - Guoming Yu
- School of Journalism and Communication Beijing Normal University Beijing China
| | - Jiabao Pan
- School of Culture and Communication Central University of Finance and Economics Beijing China
| | - Gary L. Kreps
- Department of Communication, Center for Health and Risk Communication George Mason University Virginia USA
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69
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Chen J, Liu Y, Yue J, Duan X, Tang M. Coevolving spreading dynamics of negative information and epidemic on multiplex networks. NONLINEAR DYNAMICS 2022; 110:3881-3891. [PMID: 36035014 PMCID: PMC9395805 DOI: 10.1007/s11071-022-07776-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 08/04/2022] [Indexed: 06/15/2023]
Abstract
The widespread dissemination of negative information on vaccine may arise people's concern on the safety of vaccine and increase their hesitancy in vaccination, which can seriously impede the progress of epidemic control. Existing works on information-epidemic coupled dynamics focus on the suppression effects of information on epidemic. Here we propose a negative information and epidemic coupled propagation model on two-layer multiplex networks to study the effects of negative information of vaccination on epidemic spreading, where the negative information propagates on the virtual communication layer and the disease spreads on the physical contact layer. In our model, an individual getting an adverse event after vaccination will spread negative information and an individual affected by the negative information will reduce his/her willingness to get vaccinated and spread the negative information. By using the microscopic Markov chain method, we analytically predict the epidemic threshold and final infection density, which agree well with simulation results. We find that the spread of negative information leads to a lower epidemic outbreak threshold and a higher final infection density. However, the individuals' vaccination activities, but not the negative information spreading, has a leading impact on epidemic spreading. Only when the individuals obviously reduce their vaccination willingness due to negative information, the negative information can impact the epidemic spreading significantly.
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Affiliation(s)
- Jiaxing Chen
- School of Computer Science, Southwest Petroleum University, Chengdu, 610500 China
- Tianjin Key Lab of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin, 300384 China
| | - Ying Liu
- School of Computer Science, Southwest Petroleum University, Chengdu, 610500 China
| | - Jing Yue
- School of Computer Science, Southwest Petroleum University, Chengdu, 610500 China
| | - Xi Duan
- School of Science, Southwest Petroleum University, Chengdu, 610500 China
| | - Ming Tang
- School of Physics and Electronic Science, East China Normal University, Shanghai, 200241 China
- Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, 200241 China
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70
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Emotion, analytic thinking and susceptibility to misinformation during the COVID-19 outbreak. COMPUTERS IN HUMAN BEHAVIOR 2022; 133:107295. [PMID: 35431427 PMCID: PMC8991995 DOI: 10.1016/j.chb.2022.107295] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 02/01/2022] [Accepted: 04/01/2022] [Indexed: 02/03/2023]
Abstract
Misinformation has become prevalent since the beginning of the COVID-19 pandemic. To understand why people believe and share misinformation, we conducted a nationwide survey during the COVID-19 outbreak in China. We found the indirect effects of COVID-19 risk on people's information accuracy judgment and associated information sharing intention through people's emotional states. People faced with a higher level of COVID-19 risk (measured by a 7-day moving average of daily new deaths or new cases) experienced weaker positive and stronger negative emotions, and heightened emotionality (both the positive and negative emotions) was associated with increased belief in and greater likelihood to share the COVID-19 information regardless of veracity. We also found that only the negative emotion mediated the relation between the COVID-19 risk and the truth discernment regarding accuracy judgment. However, the mediating effect of negative emotion disappeared among people with high analytic thinking ability. These findings suggest that the analytic thinking ability could moderate the destructive relationship between negative emotion and accuracy discernment. Based on a large sample, our findings provide actionable insights for the policymakers to respond to the spread of misinformation appropriately and promptly during the pandemic.
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71
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Abstract
From vaccination refusal to climate change denial, antiscience views are threatening humanity. When different individuals are provided with the same piece of scientific evidence, why do some accept whereas others dismiss it? Building on various emerging data and models that have explored the psychology of being antiscience, we specify four core bases of key principles driving antiscience attitudes. These principles are grounded in decades of research on attitudes, persuasion, social influence, social identity, and information processing. They apply across diverse domains of antiscience phenomena. Specifically, antiscience attitudes are more likely to emerge when a scientific message comes from sources perceived as lacking credibility; when the recipients embrace the social membership or identity of groups with antiscience attitudes; when the scientific message itself contradicts what recipients consider true, favorable, valuable, or moral; or when there is a mismatch between the delivery of the scientific message and the epistemic style of the recipient. Politics triggers or amplifies many principles across all four bases, making it a particularly potent force in antiscience attitudes. Guided by the key principles, we describe evidence-based counteractive strategies for increasing public acceptance of science.
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72
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Roe M, Buggy C, Ingram C, Codd M, Buckley C, Archibald M, Rachwal N, Downey V, Chen Y, Sripaiboonkij P, Drummond A, Alvarez E, Perrotta C. 'Communication, that is the key': a qualitative investigation of how essential workers with COVID-19 responded to public health information. BMJ Open 2022; 12:e061583. [PMID: 35798515 PMCID: PMC9263375 DOI: 10.1136/bmjopen-2022-061583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 06/22/2022] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES To understand how essential workers with confirmed infections responded to information on COVID-19. DESIGN Qualitative analysis of semistructured interviews conducted in collaboration with the national contact tracing management programme in Ireland. SETTING Semistructured interviews conducted via telephone and Zoom Meetings. PARTICIPANTS 18 people in Ireland with laboratory confirmed SARS-CoV-2 infections using real-time PCR testing of oropharyngeal and nasopharyngeal swabs. All individuals were identified as part of workplace outbreaks defined as ≥2 individuals with epidemiologically linked infections. RESULTS A total of four high-order themes were identified: (1) accessing essential information early, (2) responses to emerging 'infodemic', (3) barriers to ongoing engagement and (4) communication strategies. Thirteen lower order or subthemes were identified and agreed on by the researchers. CONCLUSIONS Our findings provide insights into how people infected with COVID-19 sought and processed related health information throughout the pandemic. We describe strategies used to navigate excessive and incomplete information and how perceptions of information providers evolve overtime. These results can inform future communication strategies on COVID-19.
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Affiliation(s)
- Mark Roe
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Conor Buggy
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Carolyn Ingram
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Mary Codd
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Claire Buckley
- Health Service Executive Contact Management Programme, Health Service Executive, Dublin, Ireland
| | - Mary Archibald
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Natalie Rachwal
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Vicky Downey
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Yanbing Chen
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Penpatra Sripaiboonkij
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Anne Drummond
- School of Public Health, Physiotherapy, and Sports Science, University College Dublin, Dublin, Ireland
| | - Elizabeth Alvarez
- Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- Centre for Health Economics and Policy Analysis (CHEPA), McMaster University, Hamilton, Ontario, Canada
| | - Carla Perrotta
- School of Public Health, Physiotherapy and Sport Sciences, University College Dublin, Dublin, Ireland
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73
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Abstract
Scientific retraction has been on the rise recently. Retracted papers are frequently discussed online, enabling the broad dissemination of potentially flawed findings. Our analysis spans a nearly 10-y period and reveals that most papers exhaust their attention by the time they get retracted, meaning that retractions cannot curb the online spread of problematic papers. This is striking as we also find that retracted papers are pervasive across mediums, receiving more attention after publication than nonretracted papers even on curated platforms, such as news outlets and knowledge repositories. Interestingly, discussions on social media express more criticism toward subsequently retracted results and may thus contain early signals related to unreliable work. Retracted papers often circulate widely on social media, digital news, and other websites before their official retraction. The spread of potentially inaccurate or misleading results from retracted papers can harm the scientific community and the public. Here, we quantify the amount and type of attention 3,851 retracted papers received over time in different online platforms. Comparing with a set of nonretracted control papers from the same journals with similar publication year, number of coauthors, and author impact, we show that retracted papers receive more attention after publication not only on social media but also, on heavily curated platforms, such as news outlets and knowledge repositories, amplifying the negative impact on the public. At the same time, we find that posts on Twitter tend to express more criticism about retracted than about control papers, suggesting that criticism-expressing tweets could contain factual information about problematic papers. Most importantly, around the time they are retracted, papers generate discussions that are primarily about the retraction incident rather than about research findings, showing that by this point, papers have exhausted attention to their results and highlighting the limited effect of retractions. Our findings reveal the extent to which retracted papers are discussed on different online platforms and identify at scale audience criticism toward them. In this context, we show that retraction is not an effective tool to reduce online attention to problematic papers.
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74
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Li J, Chang X. Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media. INFORMATION SYSTEMS FRONTIERS : A JOURNAL OF RESEARCH AND INNOVATION 2022; 25:1-15. [PMID: 35729965 PMCID: PMC9188446 DOI: 10.1007/s10796-022-10296-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/19/2022] [Indexed: 05/16/2023]
Abstract
Misinformation on social media has become a horrendous problem in our society. Fact-checks on information often fall behind the diffusion of misinformation, which can lead to negative impacts on society. This research studies how different factors may affect the spread of fact-checks over the internet. We collected a dataset of fact-checks in a six-month period and analyzed how they spread on Twitter. The spread of fact-checks is measured by the total retweet count. The factors/variables include the truthfulness rating, topic of information, source credibility, etc. The research identifies truthfulness rating as a significant factor: conclusive fact-checks (either true or false) tend to be shared more than others. In addition, the source credibility, political leaning, and the sharing count also affect the spread of fact-checks. The findings of this research provide practical insights into accelerating the spread of the truth in the battle against misinformation online.
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Affiliation(s)
- Jiexun Li
- Western Washington University, Bellingham, WA 98225 USA
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75
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Ippoliti FM, Chari JV, Garg NK. Advancing global chemical education through interactive teaching tools. Chem Sci 2022; 13:5790-5796. [PMID: 35685782 PMCID: PMC9132018 DOI: 10.1039/d2sc01881k] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 04/29/2022] [Indexed: 11/21/2022] Open
Abstract
This perspective highlights our recent efforts to develop interactive resources in chemical education for worldwide usage. First, we highlight online tutorials that connect organic chemistry to medicine and popular culture, along with game-like resources for active learning. Next, we describe efforts to aid students in learning to visualize chemical structures in three dimensions. Finally, we present recent approaches toward engaging children and the general population through organic chemistry coloring and activity books. Collectively, these tools have benefited hundreds of thousands of users worldwide. We hope this perspective promotes a spirit of innovation in chemical education and spurs the development of additional free, interactive, and widely accessible chemical education resources.
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Affiliation(s)
- Francesca M Ippoliti
- Department of Chemistry and Biochemistry, University of California Los Angeles California 90095 USA
| | - Jason V Chari
- Department of Chemistry and Biochemistry, University of California Los Angeles California 90095 USA
| | - Neil K Garg
- Department of Chemistry and Biochemistry, University of California Los Angeles California 90095 USA
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76
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Brody DC. Noise, Fake News, and Tenacious Bayesians. Front Psychol 2022; 13:797904. [PMID: 35602675 PMCID: PMC9115576 DOI: 10.3389/fpsyg.2022.797904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 04/13/2022] [Indexed: 11/13/2022] Open
Abstract
A modeling framework, based on the theory of signal processing, for characterizing the dynamics of systems driven by the unraveling of information is outlined, and is applied to describe the process of decision making. The model input of this approach is the specification of the flow of information. This enables the representation of (i) reliable information, (ii) noise, and (iii) disinformation, in a unified framework. Because the approach is designed to characterize the dynamics of the behavior of people, it is possible to quantify the impact of information control, including those resulting from the dissemination of disinformation. It is shown that if a decision maker assigns an exceptionally high weight on one of the alternative realities, then under the Bayesian logic their perception hardly changes in time even if evidences presented indicate that this alternative corresponds to a false reality. Thus, confirmation bias need not be incompatible with Bayesian updating. By observing the role played by noise in other areas of natural sciences, where noise is used to excite the system away from false attractors, a new approach to tackle the dark forces of fake news is proposed.
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Affiliation(s)
- Dorje C. Brody
- Department of Mathematics, University of Surrey, Guildford, United Kingdom
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77
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Wang T, Yu W. Alternative sources use and misinformation exposure and susceptibility: The curvilinear moderation effects of socioeconomic status. TELEMATICS AND INFORMATICS 2022. [DOI: 10.1016/j.tele.2022.101819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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78
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Wang X, Zhang M, Fan W, Zhao K. Understanding the spread of COVID-19 misinformation on social media: The effects of topics and a political leader's nudge. J Assoc Inf Sci Technol 2022; 73:726-737. [PMID: 34901312 PMCID: PMC8653058 DOI: 10.1002/asi.24576] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 08/15/2021] [Accepted: 09/12/2021] [Indexed: 11/08/2022]
Abstract
The spread of misinformation on social media has become a major societal issue during recent years. In this work, we used the ongoing COVID-19 pandemic as a case study to systematically investigate factors associated with the spread of multi-topic misinformation related to one event on social media based on the heuristic-systematic model. Among factors related to systematic processing of information, we discovered that the topics of a misinformation story matter, with conspiracy theories being the most likely to be retweeted. As for factors related to heuristic processing of information, such as when citizens look up to their leaders during such a crisis, our results demonstrated that behaviors of a political leader, former US President Donald J. Trump, may have nudged people's sharing of COVID-19 misinformation. Outcomes of this study help social media platform and users better understand and prevent the spread of misinformation on social media.
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Affiliation(s)
- Xiangyu Wang
- Interdisciplinary Graduate Program in InformaticsThe University of IowaIowa CityIowaUSA
| | - Min Zhang
- Interdisciplinary Graduate Program in InformaticsThe University of IowaIowa CityIowaUSA
| | - Weiguo Fan
- Business Analytics, Tipple College of BusinessThe University of IowaIowa CityIowaUSA
| | - Kang Zhao
- Business Analytics, Tipple College of BusinessThe University of IowaIowa CityIowaUSA
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79
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Fazio X, Gallagher TL, DeKlerk C. Exploring Adolescents' Critical Reading of Socioscientific Topics Using Multimodal Texts. INTERNATIONAL JOURNAL OF SCIENCE AND MATHEMATICS EDUCATION 2022; 20:93-116. [PMID: 35529903 PMCID: PMC9052734 DOI: 10.1007/s10763-022-10280-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 04/12/2022] [Indexed: 05/11/2023]
Abstract
This qualitative within-individual case design study involved six adolescents (age 10-14 years) engaging in a think-aloud observational protocol to read two texts on climate change from contrasting viewpoints. The participants completed a prior knowledge assessment and survey of technology used to assess potential mediating factors. Survey and observational data are presented as participant profiles. Results illustrated the effect of participants' background knowledge, emotional elicitation of text features, cognitive dissonance argument analysis due to the contrasting multimodal texts, and impact of visual images on participants' comprehension. Our data analyses revealed that there is an interconnected and nuanced relationship amongst many text and individual factors when adolescents engage in critical reading of SSI multimodal texts. This research provides direction for future science education research that support learners in critical reading of complex socioscientific topics as presented in multimodal texts with adolescent learners. Supplementary Information The online version contains supplementary material available at 10.1007/s10763-022-10280-8.
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Affiliation(s)
- Xavier Fazio
- Brock University, 1812 Sir Isaac Brock Way, St. Catharines, ON L2S 3A1 Canada
| | | | - Collen DeKlerk
- Brock University, 1812 Sir Isaac Brock Way, St. Catharines, ON L2S 3A1 Canada
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80
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Pinheiro DC. Quando a Fake News acelera o Antropoceno: O caso da Floresta Amazônica (2018-2021). LIINC EM REVISTA 2022. [DOI: 10.18617/liinc.v18i1.5927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Os últimos quatros anos, no Brasil, foram marcados por profundos retrocessos nas políticas ambientais. Um elemento agravante foi a propagação de informações falsas que visava desinformar sobre os impactos diretos da ação humana na natureza. Nesse contexto, o objetivo geral do trabalho consistiu em compreender de que forma as Fake News, ao negarem as interferências humanas no meio ambiente, tem contribuído para o aceleramento desse processo. Para tal, foi utilizado a metodologia de pesquisa documental e bibliográfica, com o uso de análise de conteúdo sobre as narrativas proferidas pelo presidente da república, entre os anos de 2018 e 2021. Os resultados apontaram que as mensagens anticiência e negacionistas do presidente fomentaram a sustentação política para o esvaziamento do monitoramento e fiscalização no contexto ambiental, bem como para os sucessivos aumentos das queimadas e desmatamentos na Floresta Amazônica. Enquanto conclusões, o trabalho coloca para a área a importância de se considerar os impactos das notícias falsas nas tentativas de se reduzir o Antropoceno, ressaltando, contudo, que a sua dinâmica tem se mostrado mais complexa do que a simples ênfase na carência de alfabetização científica e ambiental
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81
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Clemente-Suárez VJ, Navarro-Jiménez E, Simón-Sanjurjo JA, Beltran-Velasco AI, Laborde-Cárdenas CC, Benitez-Agudelo JC, Bustamante-Sánchez Á, Tornero-Aguilera JF. Mis-Dis Information in COVID-19 Health Crisis: A Narrative Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:5321. [PMID: 35564714 PMCID: PMC9101334 DOI: 10.3390/ijerph19095321] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 04/22/2022] [Accepted: 04/25/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND In this narrative review, we address the COVID-19 pandemic mis-dis information crisis in which healthcare systems have been pushed to their limits, with collapses occurring worldwide. The context of uncertainty has resulted in skepticism, confusion, and general malaise among the population. Informing the public has been one of the major challenges during this pandemic. Misinformation is defined as false information shared by people who have no intention of misleading others. Disinformation is defined as false information deliberately created and disseminated with malicious intentions. OBJECTIVE To reach a consensus and critical review about mis-dis information in COVID-19 crisis. METHODS A database search was conducted in PsychINFO, MedLine (Pubmed), Cochrane (Wiley), Embase and CinAhl. Databases used the MeSH-compliant keywords of COVID-19, 2019-nCoV, Coronavirus 2019, SARS-CoV-2, misinformation, disinformation, information, vaccines, vaccination, origin, target, spread, communication. RESULTS Both misinformation and disinformation can affect the population's confidence in vaccines (development, safety, and efficacy of vaccines, as well as denial of the severity of SARS-CoV infection). Institutions should take into account that a great part of the success of the intervention to combat a pandemic has a relationship with the power to stop the misinformation and disinformation processes. The response should be well-structured and addressed from different key points: central level and community level, with official and centralized communication channels. The approach should be multifactorial and enhanced by the collaboration of social media companies to stop misleading information, and trustworthy people both working or not working in the health care systems to boost the power of the message. CONCLUSIONS The response should be well-structured and addressed from different key points: central level and community level, with official and clearly centralized communication channels. The approach should be multifactorial and enhanced from the collaboration of social media companies to stop misleading information, and trustworthy people both working and not working in the health care systems to boost the power of a message based on scientific evidence.
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Affiliation(s)
- Vicente Javier Clemente-Suárez
- Faculty of Sports Sciences, Universidad Europea de Madrid, Tajo Street, s/n, 28670 Madrid, Spain; (V.J.C.-S.); (J.A.S.-S.); (J.F.T.-A.)
- Grupo de Investigación en Cultura, Educación y Sociedad, Universidad de la Costa, Barranquilla 080002, Colombia
| | - Eduardo Navarro-Jiménez
- Grupo de Investigacion en Microbiologia y Biotecnologia (IMB), Universidad Libre, Barranquilla 080002, Colombia;
| | - Juan Antonio Simón-Sanjurjo
- Faculty of Sports Sciences, Universidad Europea de Madrid, Tajo Street, s/n, 28670 Madrid, Spain; (V.J.C.-S.); (J.A.S.-S.); (J.F.T.-A.)
| | | | | | | | - Álvaro Bustamante-Sánchez
- Faculty of Sports Sciences, Universidad Europea de Madrid, Tajo Street, s/n, 28670 Madrid, Spain; (V.J.C.-S.); (J.A.S.-S.); (J.F.T.-A.)
| | - José Francisco Tornero-Aguilera
- Faculty of Sports Sciences, Universidad Europea de Madrid, Tajo Street, s/n, 28670 Madrid, Spain; (V.J.C.-S.); (J.A.S.-S.); (J.F.T.-A.)
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82
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Rillig MC, Gould KA, Maeder M, Kim SW, Dueñas JF, Pinek L, Lehmann A, Bielcik M. Opportunities and Risks of the "Metaverse" For Biodiversity and the Environment. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:4721-4723. [PMID: 35380430 DOI: 10.1021/acs.est.2c01562] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Affiliation(s)
- Matthias C Rillig
- Freie Universität Berlin, Institute of Biology, Altensteinstrasse 6, 14195 Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Königin-Luise-Strasse 4-6, 14195 Berlin, Germany
| | - Kenneth A Gould
- Department of Sociology, Brooklyn College, City University of New York, 2900 Bedford Avenue, Brooklyn, New York 11210, United States
| | - Marcus Maeder
- Zurich University of the Arts, Institute for Computer Music and Sound Technology, Pfingstweidstrasse 96, 8031 Zürich, Switzerland
- ETH Zurich, Department of Environmental Systems Science, Institute for Environmental Decisions, Universitätstrasse 16, 8092 Zürich, Switzerland
| | - Shing Woong Kim
- Freie Universität Berlin, Institute of Biology, Altensteinstrasse 6, 14195 Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Königin-Luise-Strasse 4-6, 14195 Berlin, Germany
| | - Juan F Dueñas
- Freie Universität Berlin, Institute of Biology, Altensteinstrasse 6, 14195 Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Königin-Luise-Strasse 4-6, 14195 Berlin, Germany
| | - Liliana Pinek
- Freie Universität Berlin, Institute of Biology, Altensteinstrasse 6, 14195 Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Königin-Luise-Strasse 4-6, 14195 Berlin, Germany
| | - Anika Lehmann
- Freie Universität Berlin, Institute of Biology, Altensteinstrasse 6, 14195 Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Königin-Luise-Strasse 4-6, 14195 Berlin, Germany
| | - Milos Bielcik
- Freie Universität Berlin, Institute of Biology, Altensteinstrasse 6, 14195 Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Königin-Luise-Strasse 4-6, 14195 Berlin, Germany
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83
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Rauwolf P. Interpersonal factors and mental well‐being are associated with accuracy in judging the veracity of political news. APPLIED COGNITIVE PSYCHOLOGY 2022. [DOI: 10.1002/acp.3946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Paul Rauwolf
- School of Human and Behavioural Sciences, Bangor University, Brigantia Building Bangor UK
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84
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Critical topics and good practices for trust in science communication before and during the COVID-19 pandemic. RESEARCH FOR ALL 2022. [DOI: 10.14324/rfa.06.1.09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
For a qualitative analysis of factors affecting trust in science communication (scicomm) we used the Delphi method to reach a pool of experts based in Italy and Belgium (researchers/academics, journalists and scicomm practitioners) before and during the COVID-19 pandemic. The results revealed a ‘strong’ consensus (confirmed before and during the pandemic) about good practices promoting trust in scicomm (mainly based on direct interactions with targeted audiences), and about critical topics where trust plays a key role. Such topics include vaccines and the role of pharmaceutical companies, climate change and environmental issues, medical sciences, communication of health risks and public health issues. According to our results, issues related to health and environment were perceived as critical and controversial subjects for trust in scicomm even before the pandemic. The same pool of experts also expressed very diverse views regarding risks and threats to trust in scicomm, and the social, cultural, political and environmental factors that can increase and promote trust in scientific communication among lay audiences. Such diversity reveals the need for further research to explore differences due to the context, based on the individual views of experts or generated from a conceptualisation of trust in scicomm which may be still fuzzy and unclear.
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85
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Scheufele DA. Thirty years of science-society interfaces: What's next? PUBLIC UNDERSTANDING OF SCIENCE (BRISTOL, ENGLAND) 2022; 31:297-304. [PMID: 35491913 DOI: 10.1177/09636625221075947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Looking back over three decades of work on public understanding (and communication) of science, I revisit four areas in which our field has been unnecessarily stagnant, but that also provide exciting opportunities for our field to meaningfully guide what will be critically important global debates surrounding emerging technologies moving forward: (1) letting go of deficit-type thinking among scholars and practitioners, focused on misinformation or other perceived informational asymmetries; (2) resisting the temptation to try and cure what the scientific community often dismisses as public (opinion) pathologies; (3) using a scientific approach to science communication as the foundation of a changing culture of public-minded science; and (4) acknowledging that solutions to the challenges posed by deeply disruptive applications of technologies like AI will not be solved by ethicists, affected communities, social scientists, STEM scientists, activists, journalists or policy makers alone. Emerging science will force societies to build capacity for communication and decision making across all of these stakeholder groups.
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86
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Teplinsky E, Ponce SB, Drake EK, Garcia AM, Loeb S, van Londen GJ, Teoh D, Thompson M, Schapira L. Online Medical Misinformation in Cancer: Distinguishing Fact From Fiction. JCO Oncol Pract 2022; 18:584-589. [PMID: 35357887 PMCID: PMC9377685 DOI: 10.1200/op.21.00764] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
It is without question that the Internet has democratized access to medical information, with estimates that 70% of the American population use it as a resource, particularly for cancer-related information. Such unfettered access to information has led to an increase in health misinformation. Fortunately, the data indicate that health care professionals remain among the most trusted information resources. Therefore, understanding how the Internet has changed engagement with health information and facilitated the spread of misinformation is an important task and challenge for cancer clinicians. In this review, we perform a meta-synthesis of qualitative data and point toward empirical evidence that characterizes misinformation in medicine, specifically in oncology. We present this as a call to action for all clinicians to become more active in ongoing efforts to combat misinformation in oncology.
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Affiliation(s)
- Eleonora Teplinsky
- Valley-Mount Sinai Comprehensive Cancer Care; Valley Health System, Paramus, NJ
| | - Sara Beltrán Ponce
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI
| | - Emily K Drake
- Faculty of Health, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Anna Meredith Garcia
- Section of Medical Oncology, Dagupan Doctors Villaflor Memorial Hospital, Dagupan City, Philippines
| | - Stacy Loeb
- Department of Urology and Population Health, New York University and Manhattan Veterans Affairs, New York, NY
| | - G J van Londen
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Deanna Teoh
- Division of Gynecologic Oncology, University of Minnesota, Minneapolis, MN
| | | | - Lidia Schapira
- Stanford Cancer Institute, Stanford University, Palo Alto, CA
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87
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Trotta A, Marinaro M, Cavalli A, Cordisco M, Piperis A, Buonavoglia C, Corrente M. African Swine Fever-How to Unravel Fake News in Veterinary Medicine. Animals (Basel) 2022; 12:ani12050656. [PMID: 35268224 PMCID: PMC8909113 DOI: 10.3390/ani12050656] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 02/28/2022] [Accepted: 03/03/2022] [Indexed: 12/24/2022] Open
Abstract
In recent years, fake scientific news has spread much faster through the Internet and social media within the so-called "infodemic". African Swine Fever (ASF) is a perfect case study to prove how fake news can undermine the public health response, even in the veterinary field. ASF is a highly contagious infective disease affecting exclusively domestic and wild pigs such as wild boars. ASF can cause social damage and economic losses both directly (due to the high mortality rate) and indirectly (due to international sanctions). Although ASF is not a threat to human health, since 2018 newspapers have often reported false or misleading news, ranging from misinterpreted findings/data to fake or alarmistic news. In some cases, fake news was spread, such as the use of snipers at the border of nations to kill wild boars, or those reports concerning possible risks to human health. In order to provide real and fact-based news on epidemics, some organizations have created easy-to-read infographic and iconographic materials, available on their websites, to help the readers identifying the fake news. Indeed, it is crucial that governments and scientific organizations work against fear and anxiety, using simple and clear communication.
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Affiliation(s)
- Adriana Trotta
- Department of Veterinary Medicine, University of Bari “Aldo Moro”, Str. Prov. per Casamassima Km 3, 70010 Valenzano, Italy; (A.C.); (M.C.); (A.P.); (C.B.); (M.C.)
- Correspondence: or
| | - Mariarosaria Marinaro
- Department of Infectious Diseases, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy;
| | - Alessandra Cavalli
- Department of Veterinary Medicine, University of Bari “Aldo Moro”, Str. Prov. per Casamassima Km 3, 70010 Valenzano, Italy; (A.C.); (M.C.); (A.P.); (C.B.); (M.C.)
| | - Marco Cordisco
- Department of Veterinary Medicine, University of Bari “Aldo Moro”, Str. Prov. per Casamassima Km 3, 70010 Valenzano, Italy; (A.C.); (M.C.); (A.P.); (C.B.); (M.C.)
| | - Angela Piperis
- Department of Veterinary Medicine, University of Bari “Aldo Moro”, Str. Prov. per Casamassima Km 3, 70010 Valenzano, Italy; (A.C.); (M.C.); (A.P.); (C.B.); (M.C.)
| | - Canio Buonavoglia
- Department of Veterinary Medicine, University of Bari “Aldo Moro”, Str. Prov. per Casamassima Km 3, 70010 Valenzano, Italy; (A.C.); (M.C.); (A.P.); (C.B.); (M.C.)
| | - Marialaura Corrente
- Department of Veterinary Medicine, University of Bari “Aldo Moro”, Str. Prov. per Casamassima Km 3, 70010 Valenzano, Italy; (A.C.); (M.C.); (A.P.); (C.B.); (M.C.)
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88
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Arévalo A, Simoes E, Petinati F, Lepski G. What Does the General Public Know (or Not) About Neuroscience? Effects of Age, Region and Profession in Brazil. Front Hum Neurosci 2022; 16:798967. [PMID: 35308611 PMCID: PMC8930840 DOI: 10.3389/fnhum.2022.798967] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/18/2022] [Indexed: 11/16/2022] Open
Abstract
The field of Neuroscience has experienced a growing interest in recent decades, which has led to an exponential growth in the amount of related information made available online as well as the market for Neuroscience-related courses. While this type of knowledge can be greatly beneficial to people working in science, health and education, it can also benefit individuals in other areas. For example, neuroscience knowledge can help people from all fields better understand and critique information about new discoveries or products, and even make better education- and health-related decisions. Online platforms are fertile ground for the creation and spread of fake information, including misrepresentations of scientific knowledge or new discoveries (e.g., neuromyths). These types of false information, once spread, can be difficult to tear down and may have widespread negative effects. For example, even scientists are less likely to access retractions of peer-reviewed articles than the original discredited articles. In this study we surveyed general knowledge about neuroscience and the brain among volunteers in Brazil, Latin America's largest country. We were interested in evaluating the prevalence of neuromyths in this region, and test whether knowledge/neuromyth endorsement differs by age, region, and/or profession. To that end, we created a 30-item survey that was anonymously answered online by 1128 individuals. While younger people (20-29-year-olds) generally responded more accurately than people 60 and older, people in the North responded significantly worse than those in the South and Southeast. Most interestingly, people in the biological sciences consistently responded best, but people in the health sciences responded no better than people in the exact sciences or humanities. Furthermore, years of schooling did not correlate with performance, suggesting that quantity may surpass quality when it comes to extension or graduate-level course offerings. We discuss how our findings can help guide efforts toward improving access to quality information and training in the region.
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Affiliation(s)
- Analía Arévalo
- Division of Functional Neurosurgery, Department of Psychiatry, Medical School, University of São Paulo, São Paulo, Brazil
| | - Estefania Simoes
- Cancer Metabolism Research Group, Cell and Developmental Biology, University of São Paulo, São Paulo, Brazil
| | - Fernanda Petinati
- Psychotherapy Department, Institute of Psychiatry, University of São Paulo, São Paulo, Brazil
| | - Guilherme Lepski
- Division of Functional Neurosurgery, Department of Psychiatry, Medical School, University of São Paulo, São Paulo, Brazil
- Department of Neurosurgery, Eberhard Karls University of Tübingen, Tübingen, Germany
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89
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Latusek D, Hensel PG. Can they trust us? The relevance debate and the perceived trustworthiness of the management scholarly community. SCANDINAVIAN JOURNAL OF MANAGEMENT 2022. [DOI: 10.1016/j.scaman.2021.101193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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90
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Berl REW, Sekar S, Markevich A, Camara C, Niemiec RM. Assessing the impacts of normative and efficacy‐based messaging on the social diffusion of conservation science. CONSERVATION SCIENCE AND PRACTICE 2022. [DOI: 10.1111/csp2.12647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Affiliation(s)
- Richard E. W. Berl
- Department of Human Dimensions of Natural Resources Colorado State University Fort Collins Colorado USA
| | - Samantha Sekar
- Polarization and Social Change Lab Stanford University Stanford California USA
| | | | - Cassiopeia Camara
- Department of Human Dimensions of Natural Resources Colorado State University Fort Collins Colorado USA
| | - Rebecca M. Niemiec
- Department of Human Dimensions of Natural Resources Colorado State University Fort Collins Colorado USA
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91
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Trust, Media Credibility, Social Ties, and the Intention to Share Information Verification in an Age of Fake News. Behav Sci (Basel) 2022; 12:bs12020051. [PMID: 35200302 PMCID: PMC8869166 DOI: 10.3390/bs12020051] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 02/07/2022] [Accepted: 02/15/2022] [Indexed: 12/31/2022] Open
Abstract
Social media is now the primary form of communication between internet users and has soared in popularity, which has directly impacted the spread of the phenomenon of fake news. Fake news is not only a widespread phenomenon; it is also problematic and dangerous for society. The aim of this study is to understand the phenomenon of fake news better. The study utilised a structural modelling equation in order to identify how Polish society perceives the problem of fake news and assess the extent to which it trusts content that is published on the internet. The key goal was to determine what factors have the most significant influence on the verification of information being viewed on the internet. By deploying the partial least squares method of validation, SmartPLS3 software was used to process the survey results. The strongest positive effect on information verification behaviour was found to be fake news awareness, which was followed by the intention to share information. The research did not consider any clear connections that may exist between the nature of fake news and its recipient; however, much of the fake news that appears on the internet is political in nature. The study can be used by news reporting companies and provides preliminary information for developers responsible for running social media sites as well as users who want to combat and limit the spread of fake news online. This study expands on the available literature related to fake news by identifying the effects on information verification behaviour of fake news awareness and the intention to share data.
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92
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Abstract
Scientists have not yet adapted to new information environments.
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Affiliation(s)
- Dominique Brossard
- Department of Life Sciences Communication, University of Wisconsin-Madison, Madison, WI, USA.,Morgridge Institute for Research, Madison, WI, USA
| | - Dietram A Scheufele
- Department of Life Sciences Communication, University of Wisconsin-Madison, Madison, WI, USA.,Morgridge Institute for Research, Madison, WI, USA
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93
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Zuo C, Mathur K, Kela D, Salek Faramarzi N, Banerjee R. Beyond belief: a cross-genre study on perception and validation of health information online. INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS 2022; 13:299-314. [PMID: 35128039 PMCID: PMC8807956 DOI: 10.1007/s41060-022-00310-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 12/31/2021] [Indexed: 12/24/2022]
Abstract
Natural language undergoes significant transformation from the domain of specialized research to general news intended for wider consumption. This transition makes the information vulnerable to misinterpretation, misrepresentation, and incorrect attribution, all of which may be difficult to identify without adequate domain knowledge and may exist even in the presence of explicit citations. Moreover, newswire articles seldom provide a precise correspondence between a specific claim and its origin, making it harder to identify which claims, if any, reflect the original findings. For instance, an article stating "Flagellin shows therapeutic potential with H3N2, known as Aussie Flu." contains two claims ("Flagellin ... H3N2," and "H3N2, known as Aussie Flu") that may be true or false independent of each other, and it is prima facie unclear which claims, if any, are supported by the cited research. We build a dataset of sentences from medical news along with the sources from peer-reviewed medical research journals they cite. We use these data to study what a general reader perceives to be true, and how to verify the scientific source of claims. Unlike existing datasets, this captures the metamorphosis of information across two genres with disparate readership and vastly different vocabularies and presents the first empirical study of health-related fact-checking across them.
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Affiliation(s)
- Chaoyuan Zuo
- Stony Brook University, Stony Brook, NY 11794-2424 USA
| | - Kritik Mathur
- Stony Brook University, Stony Brook, NY 11794-2424 USA
| | - Dhruv Kela
- Stony Brook University, Stony Brook, NY 11794-2424 USA
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94
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Schmid-Petri H, Bürger M. The effect of misinformation and inoculation: Replication of an experiment on the effect of false experts in the context of climate change communication. PUBLIC UNDERSTANDING OF SCIENCE (BRISTOL, ENGLAND) 2022; 31:152-167. [PMID: 34549661 PMCID: PMC8814941 DOI: 10.1177/09636625211024550] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
An important communication strategy of climate skeptics is the use of fake experts, who act as spokespersons, although they do not possess any expertise in the field. One promising approach to tackle the effect of misinformation is inoculation. Previous research focuses on the United States, and the comparably low effect sizes of previous research call for further examination and consolidation. This study aims to complement those findings with data for Germany and replicates and extends an experiment by Cook et al. with a 2 × 2 between-subjects design. Our study confirms the importance of pre-existing worldviews for climate-related attitudes. Regarding the effects of misinformation messages and most notably, the effects of inoculation messages we could not replicate the findings of Cook et al.: At least in our setting, the misinformation message and also inoculation preceding misinformation had hardly any effect on the climate-related attitudes under study.
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Affiliation(s)
- Hannah Schmid-Petri
- Hannah Schmid-Petri, University of Passau, Innstraße 33a, 94032, Passau, Germany.
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95
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Eine Frage der Erwartungen? PUBLIZISTIK 2022. [PMCID: PMC8680056 DOI: 10.1007/s11616-021-00701-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Wissenschaftskommunikation trägt dazu bei, wissenschaftliches Wissen für die breite Öffentlichkeit zugänglich zu machen. Welche Ansprüche das Publikum hierbei an die Vermittlung richtet und inwiefern dies den Vorstellungen der Kommunikator*innen entspricht, wird bislang in Forschung und Praxis wenig berücksichtigt. Eine Auseinandersetzung mit Qualitätsfragen befindet sich in der Wissenschaftskommunikation noch in ihren Anfängen. Vor diesem Hintergrund wird auf der Grundlage des wissenschaftsjournalistischen Qualitätsdiskurses ein Vorschlag für mögliche Qualitätsdimensionen von Wissenschaftskommunikation entwickelt und am Beispiel des etablierten Formats der wissenschaftlichen Expert*innendebatte operationalisiert. Im Rahmen einer Pre-Post-Befragung erhebt die vorliegende Studie, orientiert an den Annahmen der Theorie der subjektiven Qualitätsauswahl von Wolling, Qualitätserwartungen und -bewertungen aus Publikumssicht. Die Perspektive der Formatverantwortlichen und was ihrer Ansicht nach die Qualität von Wissenschaftskommunikation kennzeichnet, wird kontrastierend in leitfadengestützten Expert*inneninterviews thematisiert. Das Publikum erwartet insbesondere Glaubwürdigkeit, Zugänglichkeit, Unabhängigkeit, Neutralität und Vielfalt von dem Format und den debattierenden Expert*innen. Diese Dimensionen stellen gewissermaßen Grundvoraussetzungen dar, damit Teilnehmende den vermittelten Inhalten vertrauen und sie gegebenenfalls in ihrem Verhalten berücksichtigen können. Obwohl sich das Format in seiner Konzeption am Public Engagement-Paradigma orientiert, ist ihnen eine Einbindung weniger wichtig. Es zeigen sich Inkongruenzen zu dem, worauf die Kommunikator*innen beim Debattenformat Wert legen. Sie erachten im Unterschied zum Publikum eine hohe Themenaktualität und gesellschaftliche Relevanz als zentrale Qualitätsmerkmale. Das Spannungsfeld zwischen einem normativen Anspruch an Wissenschaftskommunikation und dessen Umsetzung in der Praxis spiegelt sich in ihren Aussagen wider.
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96
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Almeida C, Macedo-Rouet M, de Carvalho VB, Castilhos W, Ramalho M, Amorim L, Massarani L. When does credibility matter? The assessment of information sources in teenagers navigation regimes. JOURNAL OF LIBRARIANSHIP AND INFORMATION SCIENCE 2022. [DOI: 10.1177/09610006211064647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The aim of this paper is to investigate when and how Brazilian teenagers assess the credibility of information sources. We analyze data collected through focus groups, guided internet searches, and interviews with sixty-one 14- to 19-year olds from the state of Rio de Janeiro. Participants used different criteria to attribute credibility to information sources, with expertise and reputation being two of the most relevant, placing specialists, teachers, and the mainstream media at the top of their list of credible sources. Interestingly, these sources are not necessarily the ones that are most present in their daily lives, and credibility is only a relevant factor in some circumstances. Based on our results and data from other studies on the topic, we propose three navigation regimes (dilletante, motivated, and constrained) as a framework for analyzing teenagers’ information evaluation behavior, in which the role of sources’ credibility varies considerably. We believe this framework can help in the development of more effective strategies for improving young people’s sourcing skills and media literacy.
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Affiliation(s)
- Carla Almeida
- Fundação Oswaldo Cruz, Brazil
- Instituto Nacional de Ciência e Tecnologia de Comunicação Pública da Ciência e Tecnologia, Brazil
| | - Mônica Macedo-Rouet
- Université Paris 8, Paris, France
- Instituto Nacional de Ciência e Tecnologia de Comunicação Pública da Ciência e Tecnologia, Brazil
| | | | - Washington Castilhos
- Instituto Nacional de Ciência e Tecnologia de Comunicação Pública da Ciência e Tecnologia, Brazil
- Universidade Federal do Rio de Janeiro, Brazil
| | - Marina Ramalho
- Fundação Oswaldo Cruz, Brazil
- Instituto Nacional de Ciência e Tecnologia de Comunicação Pública da Ciência e Tecnologia, Brazil
| | - Luís Amorim
- Fundação Oswaldo Cruz, Brazil
- Instituto Nacional de Ciência e Tecnologia de Comunicação Pública da Ciência e Tecnologia, Brazil
| | - Luisa Massarani
- Fundação Oswaldo Cruz, Brazil
- Instituto Nacional de Ciência e Tecnologia de Comunicação Pública da Ciência e Tecnologia, Brazil
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97
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Szebeni Z, Lönnqvist JE, Jasinskaja-Lahti I. Social Psychological Predictors of Belief in Fake News in the Run-Up to the 2019 Hungarian Elections: The Importance of Conspiracy Mentality Supports the Notion of Ideological Symmetry in Fake News Belief. Front Psychol 2022; 12:790848. [PMID: 35002884 PMCID: PMC8740309 DOI: 10.3389/fpsyg.2021.790848] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 12/08/2021] [Indexed: 11/13/2022] Open
Abstract
Accessing information online is now easier than ever. However, also false information is circulated in increasing quantities. We sought to identify social psychological factors that could explain why some people are more susceptible to false information. Specifically, we investigated whether psychological predispositions (social dominance orientation, right-wing authoritarianism, system justification beliefs (SJB), openness, need for closure, conspiracy mentality), competencies (scientific and political knowledge, interest in politics) or motivated reasoning based on social identity (political orientation) could help explain who believes fake news. Hungarian participants (N = 295) judged political (anti- and pro-government) and non-political news. The Hungarian context-characterized by low trust in media, populist communication by the government and increasing polarization-should be fertile ground for the proliferation of fake news. The context in making this case particularly interesting is that the major political fault line in Hungary runs between pro- and anti-government supporter groups and not, for instance, between conservative and liberal ideology or partisanship. We found clear support for the motivational reasoning explanation as political orientation consistently predicted belief in both fake and real political news when their contents aligned with one's political identity. The belief in pro-government news was also associated with higher SJB among pro-government supporters. Those interested in politics showed better capacity to distinguish real political news from the fake ones. Most importantly, the only psychological predisposition that consistently explained belief in all types of fake news was a conspiracy mentality. This supports the notion of ideological symmetry in fake news belief-where a conspiracy mentality can be found across the political spectrum, and it can make people susceptible to disinformation regardless of group-memberships and other individual differences.
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Affiliation(s)
- Zea Szebeni
- Swedish School of Social Sciences, University of Helsinki, Helsinki, Finland
| | - Jan-Erik Lönnqvist
- Swedish School of Social Sciences, University of Helsinki, Helsinki, Finland
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98
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Zhang XA, Cozma R. Risk sharing on Twitter: Social amplification and attenuation of risk in the early stages of the COVID-19 pandemic. COMPUTERS IN HUMAN BEHAVIOR 2022; 126:106983. [PMID: 34898837 PMCID: PMC8648079 DOI: 10.1016/j.chb.2021.106983] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 07/28/2021] [Accepted: 08/13/2021] [Indexed: 11/23/2022]
Abstract
Social media trust and sharing behaviors have considerable implications on how risk is being amplified or attenuated at early stages of pandemic outbreaks and may undermine subsequent risk communication efforts. A survey conducted in February 2020 in the United States examined factors affecting information sharing behaviors and social amplification or attenuation of risk on Twitter among U.S. citizens at the early stage of the COVID-19 outbreak. Building on the social amplification of risk framework (SARF), the study suggests the importance of factors such as online discussion, information seeking behaviors, blame and anger, trust in various types of Twitter accounts and misinformation concerns in influencing the spread of risk information during the incipient stages of a crisis when the publics rely primarily on social media for information. An attenuation of risk was found among the US public, as indicated by the overall low sharing behaviors. Findings also imply that (dis)trust and misinformation concerns on social media sources, and inconsistencies in early risk messaging may have contributed to the attenuation of risk and low risk knowledge among the US publics at the early stage of the outbreak, further problematizing subsequent risk communication efforts.
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Affiliation(s)
- Xiaochen Angela Zhang
- Gaylord College of Journalism and Mass Communication, University of Oklahoma, 395 W. Linsey Room 3019, Norman, OK, 73019, USA
| | - Raluca Cozma
- A.Q. Miller School of Journalism and Mass Communications, Kansas State University, USA
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What the fake? Probing misinformation detection standing on the shoulder of novelty and emotion. Inf Process Manag 2022. [DOI: 10.1016/j.ipm.2021.102740] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Irvine RL, Prior K, Cooke SJ, Salafsky N. A more nuanced analysis of evidence-based decision-making by Canada’s protected area managers: a comment on Lemieux et al. (2021). Facets (Ott) 2022. [DOI: 10.1139/facets-2021-0070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Robyn L. Irvine
- Parks Canada Agency, Protected Areas Establishment and Conservation Directorate, 30 rue Victoria, Gatineau, QC J8X 0B3, Canada
| | - Kent Prior
- Parks Canada Agency, Protected Areas Establishment and Conservation Directorate, 30 rue Victoria, Gatineau, QC J8X 0B3, Canada
| | - Steven J. Cooke
- Canadian Centre for Evidence-Based Conservation, Department of Biology, Carleton University, 1125 Colonel By Dr., Ottawa, ON K1S 5B6, Canada
| | - Nick Salafsky
- Foundations of Success, 4109 Maryland Avenue, Bethesda, MD 20816, USA
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