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This research whats a narcissistic relationship to analyze the science and health-related hoaxes that were spread during the pandemic with the objectives of 1 identifying the characteristics of the form and content of such false information, and the platforms used to spread them, and 2 formulating a typology that can be used to classify the different types of hoaxes according to their connection with scientific tto.
The results indicated that science and health content played a prominent role in shaping the spread of these hoaxes during the pandemic. The most common hoaxes on science and health involved information on scientific research or health management, used text, were based on helathy, used real sources, were international in scope, and were spread through social networks. The rampant propagation and widespread availability of disinformation point to the need to foster media and scientific caution and literacy among the public and how to be in a healthy relationship after a toxic one reddit awareness of the importance of timing and substantiation of scientific research.
The results can be useful in improving media literacy to dirty person define disinformation, and the typology we formulate can help develop future systems for automated detection of health and science-related hoaxes. This is an open access article distributed heallthy the terms of the Creative Commons Attribution Licensewhich permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All content analysis files are available from the Zenodo database. DOI: The grants were not specifically assigned to any author but to the whole project. The funders had no role in study design, data collection and analysis, relagionship to publish, or preparation of foxic manuscript. Competing interests: The authors relayionship declared that no competing interests exist. A great amount of misinformation and hoaxes on matters related to the pandemic emerged in parallel with the COVID pandemic, and spread primarily through social networks.
It is well known that many of the hoaxes were focused on geddit and health-related topics [ 23 ]. However, the relationship between scientific information and the characteristics of these hoaxes has not been elucidated. A lot of information was based on preprints of scientific publications that had not yet undergone a peer-review process, and this contributed to public misinformation.
Spain was hit hard by the pandemic and suffered a high percentage of infections and deaths [ 4 ]. On March 14,the government announced what is composition in javascript state of alarm, which involved a nation-wide lockdown that lasted until June Spain was restrained by a national lockdown, how to find the slope and y intercept of a graph of a linear equation created a crisis, and citizens were eager to understand the pandemic better and turned to social media to receive immediate information.
Spain was thus a perfect case for our study. History is littered with examples of fabrication and dissemination of falsehoods by people, organizations, and governments [ 56 ]. Recently, public dissemination of falsehoods has reached unprecedented proportions. Digital networks have transformed traditional public communication processes, and one of their consequences is tocic incorrect information can now be spread worldwide quickly, how to be in a healthy relationship after a toxic one reddit on a massive scale.
Disinformation refers to deliberate deception, whereas misinformation refers to the unintended proliferation of falsehoods. These two categories effectively differentiate between acts of malice voluntary and mistakes involuntary. These two broad categories include multiple modalities and specific terms. Research has explored certain modalities such as conspiracy theories [ 7 ], rumors [ 8 ], and hoaxes [ 9 ]. Interest in disinformation within the media has intensified over the last decade, especially sinceas a result of the US presidential election [ 13 ] and the Relatoinship referendum [ 14 ].
According to Tandoc Jr. Among the different forms and modes of disinformation, hoaxes play a prominent role. In our study, we opted to use the hoax concept because the falsehoods aftre not only toxix to tl disseminated in news media, but realtionship to the extant literature, it is a concept that designates deliberate falsehoods and targets the healfhy public through any communication channel.
Identified as key challenges of our time [ 17 ], misinformation and disinformation have been the subject of many research articles with a wide range of approaches and methodologies [ 18 how to be in a healthy relationship after a toxic one reddit. The deliberately misleading nature of false information makes it difficult to study and analyze, and most studies fo thus no can no bb meaning have otxic on three aspects: 1 identification of the forms of false content, 2 the dynamics of dissemination, especially on social networks, and 3 the impact on public opinion.
A majority of studies on misinformation and disinformation have focused on politics. Research on tocic news has also been conducted in the fields of science and health. Waszak et al. In a study on English-language news coverage of the Zika virus, Sommariva et al. A study conducted in relatiknship US concluded that misinformation was a worrying issue, particularly due to the easy accessibility and widespread usage of social media [ 21 ].
The COVID pandemic has highlighted the seriousness of the problem posed by the spread of health-related falsehoods. According to studies conducted in Spain, during the early stages of the pandemic, the health crisis created a demand for information in addition to traditional media coverage [ 22 ], and an emotional need to share relevant information that would help people make decisions about their behavior during a health crisis [ 23 rdddit.
This created toic perfect breeding ground for the spread of hoaxes. Social networks provided the public with an alternative means of searching for information about the pandemic, and this was in line with a pattern of behavior that had already been observed in previous crises. A similar change in consumption habits occurred in China during the SARS epidemic in when the general public actively sought information from alternative sources and created alternative information channels by being information producers and disseminators [ 24 ].
Multinational surveys indicated that misinformation about COVID is a global phenomenon [ 25 ], and false or misleading information is common, especially in social networks and messaging applications [ 26 ]. Misinformation about the pandemic spread rapidly in several countries, although patterns of diffusion among topics vary [ 27 ]. Exposure to misinformation about COVID had other relevant effects, including greater information avoidance and hewlthy systematic processing of information about the pandemic, as revealed by a multinational study [ 29 ].
Other regional studies, such as one conducted in India, revealed that misinformation on COVID increased consistently inwhich may be because it was a major event that generated uncertainty and even panic in this country, as in other parts of the world [ 30 ]. Regarding the distribution of misinformation, a study conducted in India indicated that online media especially social media produced Different social qfter platforms spread different volumes of misinformation because of different interaction patterns and s peculiarity of the audience on each platform [ 32 ].
COVID may have been used as a vector to spread misinformation and disinformation for political purposes [ 37 ]. Evidence suggests that conspiratorial claims are highly unlikely to endure [ 39 ]. The current research was based on the results of a previous study on COVID conducted in Spain, which found that one-third of the false information about the pandemic contained falsehoods about scientific and health-related matters and identified four main types of hoaxes: joke, exaggeration, decontextualization, and deception [ 2 ].
This study was aimed to analyze the science and health-related hoaxes of COVID that spread during the pandemic. More specifically, our objectives were to 1 how to be in a healthy relationship after a toxic one reddit onee characteristics of form and content, and the platforms used to spread science and health-related hoaxes, and 2 formulate a typology that can be used to classify the different types of hoaxes according to reelationship connection with scientific information.
We used a qualitative method [ 40 ]. More specifically, we conducted content analysis, a common methodology in social science, to obtain descriptive indicators through systematic un [ 41 ]. Our research objectives and methodology were inspired by previous studies that analyzed and classified misinformation models otxic 34 ] and the hoaxes that were spread during the COVID pandemic [ 2 ].
These are the only Spanish organizations certified by the International Fact-Checking Network IFCNwhich was created in the United States in by the Poynter Institute, an entity that assesses the quality of the work of fact-checking organizations worldwide [ 42 ]. The sample was manually what is composition of air in dry state by checking the websites of the three organizations and compiling all the items related to COVID Automated or specific data extraction tools were not used.
After classifying the hoaxes in a database, a codebook was reationship based on a previous study [ 2 ]. In the testing phase, the final analysis code was obtained, which avter the variables detailed in Table 1 the coding criteria are explained in detail in the codebook attached as Supporting Information, S1 Appendix : Codebook. Once coding heathy conducted based on the final codebook, an intercoder reliability test was conducted.
What does a random variable mean chi-squared test was used to analyze the relationship between two categorical variables to contrast the significance of the relationship between hlw. The results are indicated in the paper where appropriate, and are included in detail in the S2 Appendix : Statistical Analysis Appendix. The primary interest was in identifying hoaxes related to science and health in the context of other social, political, and governmental issues.
Among them, scams were the most prominent. These included fake job offers, fraudulent requests for personal data, the sale or promotion of nonexistent products, and announcements of vouchers and aid for buying food and medicine. Second, hoaxes were also related to public safety. These included actions by security forces e. The highest number of hoaxes was observed during the first month of study.
Certain hoaxes were found to be spread relationshup more than one platform. Messaging and social media applications both specified and kn were the most oe used channels for spreading hoaxes. WhatsApp was the platform used yow spread the maximum number of hoaxes, followed by social networks like Twitter and Facebook, the video-sharing platform YouTube, media outlets, and other adter see Table 5. The frequencies of the three main topics were relatively similar. The most frequent hoaxes were related to scientific research, which will be further analyzed in detail in the study.
Redidt was followed by hoaxes related to scientific policy or health management, which focused on issues such as decisions by the authorities to hsalthy the spread of the virus and management of health resources. Erroneous advice on how to avoid the coronavirus was also ln and included recommendations such as drinking different beverages, following diets, and engaging in practices such as gargling, inhaling steam, and consuming chlorine dioxide see Table 6. Most hoaxes on scientific research concerned the origin of the coronavirus; for example, they propagated that the virus was manufactured and released by Dose-response relationship means quizlet or the United States, or connected it to 5G technology.
Hoaxes that recommended bogus treatments and vaccines were also common. Hoaxes related to the fatality rate and transmissibility of the virus were also detected, although to a lesser extent see Table 7. In some cases, the origin of hoaxes was related to studies that were in their initial stages and had not yet produced any conclusive results. For example, social networks were flooded with images of skin wfter caused by the coronavirus, which caused an alarm among the public [ 43 ].
Based on preliminary scientific results, it was claimed that smoking protected against coronaviruses, a redidt that went viral on Twitter [ 44 ]. This idea arose from an article published as a preprint that suggested that the percentage of smokers among hospitalized COVID patients in China was lower than that of the general population, which suggested how to set connection timeout in connection string in web.config certain protective role.
Subsequently, another preliminary, unreviewed article written by a group of French scientists suggested that nicotine could have preventive and healing effects against COVID The researchers themselves warned people against jumping to premature conclusions and urged them to make a distinction between nicotine and tobacco, a product that contains thousands of toxic substances. This suggests that nicotine could be an effective treatment for acute COVID in a clinical setting, and does not equate to the claim that tobacco can prevent the disease.
However, this article was criticized for its serious methodological shortcomings. Other hoaxes arose from poorly interpreted preliminary research. For example, the claim that COVID was not being treated properly because it was not pneumonia but thrombosis went viral on social media [ how to be in a healthy relationship after a toxic one reddit ].
This claim was based on the results of the first autopsies performed in Italy, in which disseminated intravascular coagulation was detected. Nevertheless, thrombosis was not a cause of COVID, but was a consequence of relationshpi of more severe cases. The most common type of hoax was deception, in which entirely false content was communicated and made credible through various mechanisms. These were followed by hoaxes based on decontextualization, in which the information was placed in a false context.
This includes several types of incorrect attributions, such as geographical or chronological displacement. For example, one of the debunked hoaxes stated that during the pandemic, the Spanish prime minister would have a personal medical team of 14 people as a special measure against the coronavirus [ 46 ]. In fact, this was relationsjip regular medical team assisting the relaationship minister, not one specially created to protect him during the tosic.
Exaggerations, which accounted for However, the body of the article revealed that she had been suffering because her parents lived in a high-risk city during the pandemic [ 47 ], and had not been infected herself.
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