Debunking Health Misinformation on Social Media: The Challenge of Dynamic Conversations (Preprint)

2021 ◽  
Author(s):  
Mehdi Mourali ◽  
Carly Drake

BACKGROUND The spread of false and misleading health information on social media can cause individual and social harm. Research on debunking has shown that properly designed corrections can mitigate the impact of misinformation, but little is known about the impact of correction in the context of prolonged social media debates. For example, when a social media user takes to Facebook to make a false claim about a health-related practice, and a health expert subsequently refutes the claim, the conversation rarely ends there. Often, the social media user proceeds by rebuking the critic and doubling down on the claim. OBJECTIVE The present research examines the impact of such extended back and forth between false claims and debunking attempts on observers’ dispositions toward behavior that science favors. We test competing predictions about the effect of extended exposure on people’s attitudes and intentions toward masking in public during the early days of the COVID-19 pandemic and explore several psychological processes potentially underlying this effect. METHODS Five hundred US residents took part in an online experiment in October 2020. They reported on their attitudes and intentions toward wearing masks in public. Then, they were randomly assigned to one of four social media exposure conditions (misinformation only vs. misinformation + correction vs. misinformation + correction + rebuke vs. misinformation + correction + rebuke + second correction) and reported their attitudes and intentions for a second time. They also indicated whether they would consider sharing the thread if they were to see it on social media and answered questions on potential mediators and covariates. RESULTS Exposure to misinformation has a negative impact on attitudes and intentions toward masking. Moreover, initial debunking of a false claim generally improves attitudes and intentions toward masking. However, this improvement is washed out by further exposure to false claims and debunking attempts. The latter result is partially explained by a decrease in the perceived objectivity of truth. That is, extended exposure to false claims and debunking attempts appears to weaken belief that there is an objectively correct answer to how people ought to behave in this situation, which in turn leads to less positive reactions toward masking as the prescribed behavior. CONCLUSIONS Health professionals and science advocates face an underappreciated challenge in attempting to debunk misinformation on social media. While engaging in extended debates with science deniers and other purveyors of bunk appears necessary, more research is needed to address the unintended consequences of such engagement.

2021 ◽  
Vol 12 ◽  
Author(s):  
Kai Wang ◽  
Kejun Lin ◽  
Shixin Yang ◽  
Sang-Gyun Na

In the age of digitalization, social media has played a significant role in quickly spreading the news about current affairs. From December 2019 to now, coronavirus disease 2019 (COVID-19), with its several mutated shapes, has more transmissible potential catastrophe and has become a severe phenomenon issue worldwide. The international spread of the epidemic has created fear among people, especially employees working physically in different organizations. The present research aimed to measure the impact of social media on its users in the China. The social media users more often were influenced by shocking news instructively and destructively. The research analysis was based on service sector employees and data collected from 630 respondents via a structured questionnaire. This research was confirmed the negative impact of fear on social media on the performance of employees. This research was also confirmed the moderation impact of the COVID-19 vaccine on the relationship between social media fear and employee performance. This research recommends that the China Censor Board checked the news and its validity to reduce the fear of COVID-19 among employees. This research will become a roadmap for organizations and media controllers to understand the impact of social media during an intense situation. The telecommunication sector will reduce psychological disease and enhance the work capability of employees by controlling unnecessary and unapproved material about sensitive issues.


2019 ◽  
Vol 579 (4) ◽  
pp. 3-10
Author(s):  
Adam Andrzejewski

The publication concerns theoretical considerations on the mercantile orientation of active youth in social media. The theoretical aspects of pedagogy in the context of the impact of the media on people are presented. The phenomenon of cyberculture appearing in the social media space was interpreted. The mercantile orientation was analyzed and its role in shaping young people's attitudes in relation to social media was defined.


2020 ◽  
Vol 120 (6) ◽  
pp. 1041-1057
Author(s):  
Hong Sheng ◽  
Pianpian Yang ◽  
Yuanyue Feng

PurposeSocial media has emerged as a new marketing channel and an important source for customer inspiration. Understanding the sources and consequences of customer inspiration via social media is important for both researchers and marketers. However, little has been done to empirically examine customer inspiration in the social media context. Specifically, the process through which customers become inspired and motivated by social media to purchase the advertised products remains elusive. Therefore, this study extends the conceptualisation of customer inspiration into the social media context, and explores the antecedents of customer inspiration from three perspectives: informational, social and personal. This study also examines the impact of customer inspiration on customers' behavioral intention.Design/methodology/approachSurvey methodology was used and data from 679 respondents were collected in China. To examine the hypothesized relationships, partial least squares (PLS) was used to analyse the data and Smart PLS 3.0 was used for data analysis.FindingsThe study findings demonstrated that the vividness of ads, social influence and promotion focus had positive impacts on the “inspired-by state”, and subsequently the “inspired-to state”, which in turn positively influenced customers' purchasing intentions. However, media richness has a negative impact on the “inspired-by state”.Originality/valueThis study provides the first evidence of customer inspiration via social media and examines its antecedents and consequences. Practically, this study offers useful guidelines and suggestions for firms on how to inspire customers using social media.


2020 ◽  
Vol 2 ◽  
pp. 1-18
Author(s):  
Tuncay Şur ◽  
Betül Yarar

This paper seeks to understand why there has been an increase in photographic images exposing military violence or displaying bodies killed by military forces and how they can freely circulate in the public without being censored or kept hidden. In other words, it aims to analyze this particular issue as a symptom of the emergence of new wars and a new regime of their visual representation. Within this framework, it attempts to relate two kinds of literature that are namely the history of war and war photography with the bridge of theoretical discussions on the real, its photographic representation, power, and violence.  Rather than systematic empirical analysis, the paper is based on a theoretical attempt which is reflected on some socio-political observations in the Middle East where there has been ongoing wars or new wars. The core discussion of the paper is supported by a brief analysis of some illustrative photographic images that are served through the social media under the circumstances of war for instance in Turkey between Turkish military troops and the Kurdish militants. The paper concludes that in line with the process of dissolution/transformation of the old nation-state formations and globalization, the mechanism and mode of power have also transformed to the extent that it resulted in the emergence of new wars. This is one dynamic that we need to recognize in relation to the above-mentioned question, the other is the impact of social media in not only delivering but also receiving war photographies. Today these changes have led the emergence of new machinery of power in which the old modern visual/photographic techniques of representing wars without human beings, torture, and violence through censorship began to be employed alongside medieval power techniques of a visual exhibition of tortures and violence.


2021 ◽  
Vol 8 (1) ◽  
Author(s):  
Yahya Albalawi ◽  
Jim Buckley ◽  
Nikola S. Nikolov

AbstractThis paper presents a comprehensive evaluation of data pre-processing and word embedding techniques in the context of Arabic document classification in the domain of health-related communication on social media. We evaluate 26 text pre-processings applied to Arabic tweets within the process of training a classifier to identify health-related tweets. For this task we use the (traditional) machine learning classifiers KNN, SVM, Multinomial NB and Logistic Regression. Furthermore, we report experimental results with the deep learning architectures BLSTM and CNN for the same text classification problem. Since word embeddings are more typically used as the input layer in deep networks, in the deep learning experiments we evaluate several state-of-the-art pre-trained word embeddings with the same text pre-processing applied. To achieve these goals, we use two data sets: one for both training and testing, and another for testing the generality of our models only. Our results point to the conclusion that only four out of the 26 pre-processings improve the classification accuracy significantly. For the first data set of Arabic tweets, we found that Mazajak CBOW pre-trained word embeddings as the input to a BLSTM deep network led to the most accurate classifier with F1 score of 89.7%. For the second data set, Mazajak Skip-Gram pre-trained word embeddings as the input to BLSTM led to the most accurate model with F1 score of 75.2% and accuracy of 90.7% compared to F1 score of 90.8% achieved by Mazajak CBOW for the same architecture but with lower accuracy of 70.89%. Our results also show that the performance of the best of the traditional classifier we trained is comparable to the deep learning methods on the first dataset, but significantly worse on the second dataset.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mazzini Muda ◽  
Muhammad Iskandar Hamzah

PurposeIn spite of the increasing organic and interactive marketing activities over social media, a general understanding of the source credibility of voluntary user-generated content (UGC) is still limited. In line with the social identity theory, this paper examines the effects of consumers' perceived source credibility of UGC in YouTube videos on their attitudes and behavioral intentions. Additionally, source homophily theory is included to predict the antecedent of source credibility.Design/methodology/approachThree hundred and seventy two Generation Y respondents were interviewed using snowball sampling. Data were analyzed with component-based structural equation modeling technique of partial least squares-structural equation modeling (PLS-SEM).FindingsFindings confirmed that perceived source credibility indirectly affects purchase intention (PI) and electronic word-of-mouth via attitude toward UGC. Besides, perceived source credibility mediates the effect of perceived source homophily on attitude toward UGC.Practical implicationsSince today's consumers have begun to trust and rely more on UGC than company-generated content on social media when making purchase decisions, companies may reconsider democratizing certain aspects of their branding strategies. Firms may fine-tune their marketing communication budgets – not only just by sponsoring public figures and celebrities but also by nurturing coproductive engagements with independent content creators who are ordinary consumers. Endowed with their imposing credibility, these micro-influencers and prosumers have high potentials to be uplifted to brand ambassadors.Originality/valueWhile consumers' purchase outcome can be measured easily using metrics and analytics, the roles of source homophily in stages leading up to the purchase is still elusive. Drawing on the rich theoretical basis of source homophily may help researchers to understand not only how credibility and attitude are related to PI but also how this nexus generates positive word of mouth among UGC followers within the social media circles.


PERSPEKTIF ◽  
2019 ◽  
Vol 7 (1) ◽  
pp. 6
Author(s):  
Devita Rani ◽  
Effiati Juliana Hasibuan ◽  
Rehia K. Isabela Barus

<h1>Mobile   Legends   Online   Games:   Bang   Bang   is   one   manifestation   of   technological development in new media. The purpose of this study was to find out how the positive and negative impact of playing Mobile Legends: Bang Bang online games to FISIP UMA students who play games. The theory used in this study is communication, new media, positive and negative online games. The method used is a qualitative method. Where the informants fifth in FISIP UMA students. Data collection techniques are carried out by means of participatory observation, in-depth interviews and documentary evidence. The result of the study show that the impact of playing Mobile Legends is influenced by the attitude of the players, indifferent to the social environment, wasteful in terms of time and economy, can get new friends in cyberspace from other countries so as not to limit interaction, add insight and experience about technology.</h1><h1><strong> </strong></h1><h1> </h1>


2018 ◽  
Author(s):  
Zadrian Ardi ◽  
Indah Sukmawati

Various studies in the information technology revealed that there has been a change in the trend of internet use in recent years. Internet users in the world prefer to spend time accessing the internet through the social media. Social media with a variety of platforms provides special communities with their own uniqueness and allows users to share lots of content. The members involves creates a new social community with various phenomena, both positive and negative. Counselors in the millennium era are required to have the insight andknowledge that is qualified to deal with the well being conditions of individuals from activities in social media. Counselors are also required to have specific skills in providing handling with the condition of well being individuals related to the impact of activities on social media.


2017 ◽  
Vol 8 (3) ◽  
pp. 171-182 ◽  
Author(s):  
Bonaventure N. Nwokeoma ◽  
Amadi Kingsley Chinedu

Abstract Climate change discussion has primarily focused on the physical manifestation, mitigation, adaptation and finance issues. However, little attention is given to the social consequences of climate change impact especially its relationship to crime in society. Specifically, little or no research has been focused on its impact on crime, especially in developing societies. This study which examined the impact of climate change and its consequences on crime specifically terrorist activities in the Northeast of Nigeria is an effort to fill this research gap. The study adopted a cross-aged design which involves in depth interview of 200 farmers in four selected states of the zone. The outcome is that climate change awareness in the zone is very low. The climate change events identified are rapid desertification, excessive heat and drought. The consequence is that most farmers lost farmlands and agricultural products to these climate change events. Also most of the farmers who are youths were rendered redundant due to the negative impact of these climate events on crops and agriculture. Consequently they engage in alternative activities like menial jobs, while some engage in criminal activities like drug addiction, theft, political thugery, armed robbery, kidnapping and terrorism. They become ready tools for recruitment by Boko-Haram terrorists who are active in the area. It is recommended that massive enlightenment and effective mitigation program should be conducted, youth who are not in school should be convinced to embrace education. Also measures and projects to re-engage the youths back to agriculture should be promoted.


2020 ◽  
Vol 5 (1) ◽  
pp. 12-18
Author(s):  
Eko Kuntarto

This research aimed to explain the model of writen conversationin the social media era, such presence of WhatsApp (WA) as well as to explore some of the positive contributions of WA used in building the Real Life Communication. By applying the Exploratory design, this research involved 4 participants as a purposively selected data source with indicators as WA users. Data were collected through Focus Group Discussion, Interview, and Observation and analyzed by several stages i.e. data reduction, displaying data, categorizing, and verifying and concluding. The results showed that Indonesia writen conversationcan decrease as the dominant use of WA was not wise. Nevertheless, the use of WA applications also had some positive contributions in building a real relationship. Finally, the assumption that the negative impact of using the WA application should be able to change the mindset and positive attitude in initiating and defending an oral interaction.


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