scholarly journals Characteristics of Antivaccine Messages on Social Media: Systematic Review (Preprint)

2020 ◽  
Author(s):  
Dominik Wawrzuta ◽  
Mariusz Jaworski ◽  
Joanna Gotlib ◽  
Mariusz Panczyk
Keyword(s):  
Social Media ◽  
English Language ◽  
Data Extraction ◽  
Text Messages ◽  
Qualitative Synthesis ◽  
Web Based ◽  
Information Campaigns ◽  
Health Authorities ◽  
Data Extraction Form ◽  
Public Health Authorities

BACKGROUND Supporters of the antivaccination movement can easily spread information that is not scientifically proven on social media. Therefore, learning more about their posts and activities is instrumental in effectively reacting and responding to the false information they publish, which is aimed at discouraging people from taking vaccines. OBJECTIVE This study aims to gather, assess, and synthesize evidence related to the current state of knowledge about antivaccine social media users’ web-based activities. METHODS We systematically reviewed English-language papers from 3 databases (Scopus, Web of Science, and PubMed). A data extraction form was established, which included authors, year of publication, specific objectives, study design, comparison, and outcomes of significance. We performed an aggregative narrative synthesis of the included studies. RESULTS The search strategy retrieved 731 records in total. After screening for duplicates and eligibility, 18 articles were included in the qualitative synthesis. Although most of the authors analyzed text messages, some of them studied images or videos. In addition, although most of the studies examined vaccines in general, 5 focused specifically on human papillomavirus vaccines, 2 on measles vaccines, and 1 on influenza vaccines. The synthesized studies dealt with the popularity of provaccination and antivaccination content, the style and manner in which messages about vaccines were formulated for the users, a range of topics concerning vaccines (harmful action, limited freedom of choice, and conspiracy theories), and the role and activity of bots in the dissemination of these messages in social media. CONCLUSIONS Proponents of the antivaccine movement use a limited number of arguments in their messages; therefore, it is possible to prepare publications clarifying doubts and debunking the most common lies. Public health authorities should continuously monitor social media to quickly find new antivaccine arguments and then create information campaigns for both health professionals and other users. CLINICALTRIAL

scholarly journals Characteristics of Antivaccine Messages on Social Media: Systematic Review

10.2196/24564 ◽  
2021 ◽  
Vol 23 (6) ◽  
pp. e24564
Author(s):  
Dominik Wawrzuta ◽  
Mariusz Jaworski ◽  
Joanna Gotlib ◽  
Mariusz Panczyk
Keyword(s):  
Social Media ◽  
English Language ◽  
Data Extraction ◽  
Text Messages ◽  
Qualitative Synthesis ◽  
Web Based ◽  
Information Campaigns ◽  
Health Authorities ◽  
Data Extraction Form ◽  
Public Health Authorities

Background Supporters of the antivaccination movement can easily spread information that is not scientifically proven on social media. Therefore, learning more about their posts and activities is instrumental in effectively reacting and responding to the false information they publish, which is aimed at discouraging people from taking vaccines. Objective This study aims to gather, assess, and synthesize evidence related to the current state of knowledge about antivaccine social media users’ web-based activities. Methods We systematically reviewed English-language papers from 3 databases (Scopus, Web of Science, and PubMed). A data extraction form was established, which included authors, year of publication, specific objectives, study design, comparison, and outcomes of significance. We performed an aggregative narrative synthesis of the included studies. Results The search strategy retrieved 731 records in total. After screening for duplicates and eligibility, 18 articles were included in the qualitative synthesis. Although most of the authors analyzed text messages, some of them studied images or videos. In addition, although most of the studies examined vaccines in general, 5 focused specifically on human papillomavirus vaccines, 2 on measles vaccines, and 1 on influenza vaccines. The synthesized studies dealt with the popularity of provaccination and antivaccination content, the style and manner in which messages about vaccines were formulated for the users, a range of topics concerning vaccines (harmful action, limited freedom of choice, and conspiracy theories), and the role and activity of bots in the dissemination of these messages in social media. Conclusions Proponents of the antivaccine movement use a limited number of arguments in their messages; therefore, it is possible to prepare publications clarifying doubts and debunking the most common lies. Public health authorities should continuously monitor social media to quickly find new antivaccine arguments and then create information campaigns for both health professionals and other users.

scholarly journals Cancer services during the COVID-19 pandemic: systematic review of patients' and caregivers' experiences

2021 ◽  
Author(s):  
Symran Dhada ◽  
Derek Stewart ◽  
Ejaz Cheema ◽  
Muhammed Abdul Hadi ◽  
Vibhu Paudyal
Keyword(s):  
Systematic Review ◽  
Cancer Screening ◽  
Cancer Patients ◽  
English Language ◽  
Resource Constraints ◽  
Data Extraction ◽  
Psychological Wellbeing ◽  
Cancer Services ◽  
Data Extraction Form ◽  
The Impact

Background Cancer patients have faced intersecting crises in the face of COVID-19 pandemic. This review aimed to examine patients' and caregivers' experiences of accessing cancer services during the COVID-19 pandemic and perceived impact of the pandemic on their psychological wellbeing. Methods A protocol-led (CRD42020214906) systematic review was conducted by searching six databases including EMBASE, MEDLINE and CINAHL for articles published in English-language between 1/2020-12/2020. Data were extracted using a pilot-tested, structured data extraction form. Thematic synthesis of data was undertaken and reported as per the PRISMA guideline. Results A total of 1110 articles were screened of which 19 studies met the inclusion criteria. Studies originated from 10 different countries including the US, UK, India and China. Several themes were identified which were categorised into seven categories. Postponement and delays in cancer screening and treatment, drug shortages and inadequate nursing care were commonly experienced by patients. Hospital closures, resource constraints, national lockdowns and patient reluctance to use health services because of infection worries contributed to the delay. Financial and social distress, isolation; and spiritual distress due to the uncertainty of rites as well as fulfilment of last wishes were also commonly reported. Caregivers felt anxious about infecting cancer patients with COVID-19. Conclusions Patients and caregivers experienced extensive impact of COVID-19 on cancer screening, treatment and care, and their own psychological wellbeing. Patient and caregiver views and preferences should be incorporated in ensuring resilient cancer services that can minimise the impact of ongoing and future pandemic on cancer care and mitigate patient fears.

Is there any link between celebrity suicide and further suicidal behaviour in India?

2020 ◽  
pp. 002076402096453
Author(s):  
Vikas Menon ◽  
Sujita Kumar Kar ◽  
Marthoenis Marthoenis ◽  
SM Yasir Arafat ◽  
Ginni Sharma ◽  
...  
Keyword(s):  
Life Events ◽  
Suicidal Behaviour ◽  
English Language ◽  
Data Extraction ◽  
Young Female ◽  
Online News ◽  
Local Language ◽  
Data Extraction Form ◽  
Celebrity Suicide ◽  
Suicide Note

Background: Little is known about the factors that determine vulnerability to subsequent suicide in the community following a celebrity suicide. Our objective was to investigate the link between an alleged celebrity suicide and further suicidal behaviour in the community in India. Methods: Relevant news articles that reported suicidal behaviour in the population were retrieved from online news portals of regional and English language newspapers in the immediate month following the actor’s death. A deductive analysis of the retrieved suicide news articles was carried out using a pre-designed data extraction form. Results: A total of 1160 relevant news articles were identified from the local language ( n = 985) and English ( n = 175) newspapers. For a sizeable percentage of these reports ( n = 65, 5.6%), the media reported links with celebrity suicide. Odds of subsequent suicide among young (Odds Ratios [OR] – 9.24), female (OR – 1.94), unemployed (OR – 7.26), those without precipitating life events (OR – 2.94) or mental illness (OR – 1.69) were higher among those with link to celebrity suicide; likewise, odds of death by hanging (OR – 49.84) and leaving a suicide note (OR – 2.03) were higher among those linked to celebrity suicide. English newspapers (OR – 4.23) were more likely to report events linked to celebrity suicide than local language newspapers Conclusion: Persons who died by suicide by hanging after a celebrity suicide are more likely to be young, female, unemployed, have a mental disorder or precipitating life events. Suicide prevention efforts must focus on this group and prevent the same method of suicide like that of the celebrity.

scholarly journals Social Media and the Virality of Risk: The Risk Amplification through Media Spread (RAMS) Model

2015 ◽  
Vol 12 (3) ◽  
Author(s):  
Santosh Vijaykumar ◽  
Yan Jin ◽  
Glen Nowak
Keyword(s):  
Social Media ◽  
Risk Perceptions ◽  
Media Management ◽  
Social Amplification Of Risk ◽  
Health Authorities ◽  
Public Health Authorities ◽  
Risk Framework ◽  
Risk Amplification ◽  
Social Media Management ◽  
Rams Model

AbstractSocial media have transformed traditional configurations of how risk signals related to an infectious disease outbreak (IDO) are transmitted from public health authorities to the general public. However, our understanding of how social media might influence risk perceptions during these situations, and the influence of such processes on ensuing societal responses remains limited. This paper draws on key ideas from the Social Amplification of Risk Framework (SARF), Socially Mediated Crisis Communication (SMCC) model and a case study of the US Centers for Disease Control and Prevention’s (CDC) social media management of the 2009 H1N1 pandemic to propose a new conceptual model. The Risk Amplification through Media Spread (RAMS) model brings clarity to the new complexities in media management of IDOs by delineating the processes of message diffusion and risk amplification through communication channels that are often highly integrated due to social media. The model offers recommendations for communication priorities during different stages of an IDO. The paper concludes with a discussion of the RAMS model from theoretical and applied perspectives, and sets the direction for future conceptual refinement and empirical testing.

scholarly journals Brazilian guidelines for endovascular treatment of patients with acute ischemic stroke

2017 ◽  
Vol 75 (1) ◽  
pp. 50-56 ◽  
Author(s):  
Octávio Marques Pontes-Neto ◽  
Pedro Cougo ◽  
Sheila Cristina Ouriques Martins ◽  
Daniel G. Abud ◽  
Raul G. Nogueira ◽  
...  
Keyword(s):  
Health Care ◽  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Health Care Providers ◽  
Cerebrovascular Diseases ◽  
Discussion Forums ◽  
Care Providers ◽  
Web Based ◽  
Health Authorities ◽  
Public Health Authorities

ABSTRACT These guidelines are the result of a joint effort from writing groups of the Brazilian Stroke Society, the Scientific Department of Cerebrovascular Diseases of the Brazilian Academy of Neurology, the Brazilian Stroke Network and the Brazilian Society of Diagnostic and Therapeutic Neuroradiology. Members from these groups participated in web-based discussion forums with predefined themes, followed by videoconference meetings in which controversies and position statements were discussed, leading to a consensus. This guidelines focuses on the implications of the recent clinical trials on endovascular therapy for acute ischemic stroke due to proximal arterial occlusions, and the final text aims to guide health care providers, health care managers and public health authorities in managing patients with this condition in Brazil.

scholarly journals Cancer Services During the COVID-19 Pandemic: Systematic Review of Patients’ and Caregivers’ Experiences

2021 ◽  
Author(s):  
Symran Dhada ◽  
Derek Stewart ◽  
Ejaz Cheema ◽  
Muhammed Abdul Hadi ◽  
Vibhu Paudyal
Keyword(s):  
Systematic Review ◽  
Cancer Screening ◽  
Cancer Patients ◽  
English Language ◽  
Resource Constraints ◽  
Data Extraction ◽  
Psychological Wellbeing ◽  
Cancer Services ◽  
Data Extraction Form ◽  
The Impact

Abstract Background Cancer patients have faced intersecting crises in the face of COVID-19 pandemic. This review aimed to examine patients’ and caregivers’ experiences of accessing cancer services during the COVID-19 pandemic and perceived impact of the pandemic on their psychological wellbeing.Methods A protocol-led (CRD42020214906) systematic review was conducted by searching six databases including EMBASE, MEDLINE and CINAHL for articles published in English-language between 1/2020-12/2020. Data were extracted using a pilot-tested, structured data extraction form. Thematic synthesis of data was undertaken and reported as per the PRISMA guideline. Results A total of 1110 articles were screened of which 19 studies met the inclusion criteria. Studies originated from 10 different countries including the US, UK, India and China. Several themes were identified which were categorised into seven categories. Postponement and delays in cancer screening and treatment, drug shortages and inadequate nursing care were commonly experienced by patients. Hospital closures, resource constraints, national lockdowns and patient reluctance to use health services because of infection worries contributed to the delay. Financial and social distress, isolation; and spiritual distress due to the uncertainty of rites as well as fulfilment of last wishes were also commonly reported. Caregivers felt anxious about infecting cancer patients with COVID-19. Conclusions Patients and caregivers experienced extensive impact of COVID-19 on cancer screening, treatment and care, and their own psychological wellbeing. Patient and caregiver views and preferences should be incorporated in ensuring resilient cancer services that can minimise the impact of ongoing and future pandemic on cancer care and mitigate patient fears. Protocol Registration Published protocol registered with Centre for Review and Dissemination CRD42020214906 (https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=214906)

scholarly journals Online Information on Electronic Cigarettes: Comparative Study of Relevant Websites From Baidu and Google Search Engines

10.2196/14725 ◽  
2020 ◽  
Vol 22 (1) ◽  
pp. e14725
Author(s):  
Ting Chen ◽  
Sarah Gentry ◽  
Dechao Qiu ◽  
Yan Deng ◽  
Caitlin Notley ◽  
...  
Keyword(s):  
Public Health ◽  
Search Engines ◽  
Electronic Cigarettes ◽  
Online Information ◽  
Web Based ◽  
The Public ◽  
Health Authorities ◽  
Cigarette Advertising ◽  
Public Health Authorities ◽  
Google Search

Background Online information on electronic cigarettes (e-cigarettes) may influence people’s perception and use of e-cigarettes. Websites with information on e-cigarettes in the Chinese language have not been systematically assessed. Objective The aim of this study was to assess and compare the types and credibility of Web-based information on e-cigarettes identified from Google (in English) and Baidu (in Chinese) search engines. Methods We used the keywords vaping or e-cigarettes to conduct a search on Google and the equivalent Chinese characters for Baidu. The first 50 unique and relevant websites from each of the two search engines were included in this analysis. The main characteristics of the websites, credibility of the websites, and claims made on the included websites were systematically assessed and compared. Results Compared with websites on Google, more websites on Baidu were owned by manufacturers or retailers (15/50, 30% vs 33/50, 66%; P<.001). None of the Baidu websites, compared to 24% (12/50) of Google websites, were provided by public or health professional institutions. The Baidu websites were more likely to contain e-cigarette advertising (P<.001) and less likely to provide information on health education (P<.001). The overall credibility of the included Baidu websites was lower than that of the Google websites (P<.001). An age restriction warning was shown on all advertising websites from Google (15/15) but only on 10 of the 33 (30%) advertising websites from Baidu (P<.001). Conflicting or unclear health and social claims were common on the included websites. Conclusions Although conflicting or unclear claims on e-cigarettes were common on websites from both Baidu and Google search engines, there was a lack of online information from public health authorities in China. Unbiased information and evidence-based recommendations on e-cigarettes should be provided by public health authorities to help the public make informed decisions regarding the use of e-cigarettes.

scholarly journals Primary tooth pulpectomy overfilling by different placement techniques: A systematic review and meta-analysis

2020 ◽  
Vol 14 (4) ◽  
pp. 250-261
Author(s):  
Naser Asl Aminabadi ◽  
Nahid Asl Aminabad ◽  
Zahra Jamali ◽  
Sajjad Shirazi
Keyword(s):  
Calcium Hydroxide ◽  
Clinical Studies ◽  
English Language ◽  
Data Extraction ◽  
Meta Analysis ◽  
In Vitro Studies ◽  
Primary Tooth ◽  
Eligibility Criteria ◽  
Data Extraction Form

Background. This study was conducted to investigate root canal overfilling with different material placement techniques in primary teeth. Methods. A systematic search was undertaken by searching PubMed/MEDLINE and Scopus for English language peer-reviewed articles published until February 2018 that reported primary tooth pulpectomy overfilling. Two reviewers independently screened and identified studies in terms of the selection criteria and independently collected the data using a specially designed data extraction form. The overfilling rate was the primary summary measure. The weighted pooled overfilling rates were estimated by random-effects meta-analysis. Results. Twenty clinical and four in vitro studies met the eligibility criteria. In the clinical studies, the pooled overfilling rate for zinc oxide-eugenol (ZOE) was 23.3% with a lentulo spiral mounted on a handpiece, 22.7% with a hand-held lentulo spiral, and 17% with a plugger. The pooled overfilling rate for calcium hydroxide-based materials was 16.7% with a lentulo spiral mounted on a handpiece, 14.7% with a hand-held lentulo spiral, 19.6% with a syringe, and 25.7% with a plugger. In the in vitro studies, neither individual overfilling rates nor two-by-two comparisons were subjected to meta-analysis because of an inadequate number of studies. Conclusion. The lowest overfilling rate in the clinical studies was related to plugger and handheld lentulo spiral techniques for ZOE and calcium hydroxide-based materials, respectively

scholarly journals Use of Health Belief Model–Based Deep Learning Classifiers for COVID-19 Social Media Content to Examine Public Perceptions of Physical Distancing: Model Development and Case Study (Preprint)

2020 ◽  
Author(s):  
Aravind Sesagiri Raamkumar ◽  
Soon Guan Tan ◽  
Hwee Lin Wee
Keyword(s):  
Public Health ◽  
Social Media ◽  
Public Perceptions ◽  
Perceived Barriers ◽  
Classification Models ◽  
Perceived Severity ◽  
The Public ◽  
Health Authorities ◽  
Public Health Authorities

BACKGROUND Public health authorities have been recommending interventions such as physical distancing and face masks, to curtail the transmission of coronavirus disease (COVID-19) within the community. Public perceptions toward such interventions should be identified to enable public health authorities to effectively address valid concerns. The Health Belief Model (HBM) has been used to characterize user-generated content from social media during previous outbreaks, with the aim of understanding the health behaviors of the public. OBJECTIVE This study is aimed at developing and evaluating deep learning–based text classification models for classifying social media content posted during the COVID-19 outbreak, using the four key constructs of the HBM. We will specifically focus on content related to the physical distancing interventions put forth by public health authorities. We intend to test the model with a real-world case study. METHODS The data set for this study was prepared by analyzing Facebook comments that were posted by the public in response to the COVID-19–related posts of three public health authorities: the Ministry of Health of Singapore (MOH), the Centers for Disease Control and Prevention, and Public Health England. The comments made in the context of physical distancing were manually classified with a Yes/No flag for each of the four HBM constructs: perceived severity, perceived susceptibility, perceived barriers, and perceived benefits. Using a curated data set of 16,752 comments, gated recurrent unit–based recurrent neural network models were trained and validated for text classification. Accuracy and binary cross-entropy loss were used to evaluate the model. Specificity, sensitivity, and balanced accuracy were used to evaluate the classification results in the MOH case study. RESULTS The HBM text classification models achieved mean accuracy rates of 0.92, 0.95, 0.91, and 0.94 for the constructs of perceived susceptibility, perceived severity, perceived benefits, and perceived barriers, respectively. In the case study with MOH Facebook comments, specificity was above 96% for all HBM constructs. Sensitivity was 94.3% and 90.9% for perceived severity and perceived benefits, respectively. In addition, sensitivity was 79.6% and 81.5% for perceived susceptibility and perceived barriers, respectively. The classification models were able to accurately predict trends in the prevalence of the constructs for the time period examined in the case study. CONCLUSIONS The deep learning–based text classifiers developed in this study help to determine public perceptions toward physical distancing, using the four key constructs of HBM. Health officials can make use of the classification model to characterize the health behaviors of the public through the lens of social media. In future studies, we intend to extend the model to study public perceptions of other important interventions by public health authorities.

scholarly journals Covid-19-induced fear in infoveillance studies: a meta-analysis (Preprint)

2020 ◽  
Author(s):  
Styliani Geronikolou ◽  
George Chrousos
Keyword(s):  
Social Media ◽  
Meta Analysis ◽  
World Health ◽  
Forest Plot ◽  
Health Authorities ◽  
Prophylactic Measures ◽  
The Social ◽  
Public Health Authorities ◽  
Health Organization ◽  
The Impact

UNSTRUCTURED The World Health Organization named the phenomenon of misinformation spread through the social media “infodemics”, and recognized the need to curb it. Misinformation infodemics undermine not only population safety, but also compliance to the suggestions/prophylactic measures recommended in pandemics. The aim of this study was to review the impact of social media on general population fear in “infoveillance” studies during the COVID-19 pandemic. PRISMA protocol was followed and six out of twenty studies were retrieved, meta-analyzed, and had their findings presented in the form of a Forest plot. The summary random and significant event rate was 0.298, 95% CI respectively 0.213 and 0.400, suggesting that social media-circulated misinformation related to COVID-19 triggered public fear and other manifestations. These findings merit special attention by public health authorities. Thus, “infodemiology” and Infoveillance are valid tools in the hands of epidemiologists to help prevent dissemination of false information, with potentially damaging effects.

Sign in / Sign up

Export Citation Format

Share Document