Project description:BackgroundThe COVID-19 pandemic continues to challenge the world's population, with approximately 266 million cases and 5 million deaths to date. COVID-19 misinformation and disinformation led to vaccine hesitancy among the public, particularly in vulnerable communities, which persists today. Social media companies are attempting to curb the ongoing spread of an overwhelming amount of COVID-19 misinformation on their platforms. In response to this problem, the authors hosted INFODEMIC: A Stanford Conference on Social Media and COVID-19 Misinformation (INFODEMIC) to develop best practices for social media companies to mitigate online misinformation and disinformation.ObjectiveThe primary aim of this study was to develop recommendations for social media companies to address the COVID-19 infodemic. We report the methods used to execute the INFODEMIC conference, conference attendee engagement and analytics, and a qualitative thematic analysis of the conference presentations. The primary study outcomes were the identified themes and corresponding recommendations.MethodsUsing a constructivist paradigm, we conducted a thematic analysis of the 6-hour conference transcript to develop best practice recommendations. The INFODEMIC conference was the study intervention, the conference speakers were the study participants, and transcripts of their presentations were the data for this study. We followed the 6-step framework for thematic analysis described by Braun and Clarke. We also used descriptive statistics to report measures of conference engagement including registrations, viewership, post-conference asynchronous participation, and conference evaluations.ResultsA total of 26 participants spoke at the virtual conference and represented a wide array of occupations, expertise, and countries of origin. From their remarks, we identified 18 response categories and 4 themes: trust, equity, social media practices, and interorganizational partnerships. From these, a total of 16 best practice recommendations were formulated for social media companies, health care organizations, and the general public. These recommendations focused on rebuilding trust in science and medicine among certain communities, redesigning social media platforms and algorithms to reduce the spread of misinformation, improving partnerships between key stakeholders, and educating the public to critically analyze online information. Of the 1090 conference registrants, 587 (53.9%) attended the live conference, and another 9996 individuals viewed or listened to the conference recordings asynchronously. Conference evaluations averaged 8.9 (best=10).ConclusionsSocial media companies play a significant role in the COVID-19 infodemic and should adopt evidence-based measures to mitigate misinformation on their platforms.
Project description:BackgroundThe use of social media assists in the distribution of information about COVID-19 to the general public and health professionals. Alternative-level metrics (ie, Altmetrics) is an alternative method to traditional bibliometrics that assess the extent of dissemination of a scientific article on social media platforms.ObjectiveOur study objective was to characterize and compare traditional bibliometrics (citation count) with newer metrics (Altmetric Attention Score [AAS]) of the top 100 Altmetric-scored articles on COVID-19.MethodsThe top 100 articles with the highest AAS were identified using the Altmetric explorer in May 2020. AAS, journal name, and mentions from various social media platforms (Twitter, Facebook, Wikipedia, Reddit, Mendeley, and Dimension) were collected for each article. Citation counts were collected from the Scopus database.ResultsThe median AAS and citation count were 4922.50 and 24.00, respectively. TheNew England Journal of Medicine published the most articles (18/100, 18%). Twitter was the most frequently used social media platform with 985,429 of 1,022,975 (96.3%) mentions. Positive correlations were observed between AAS and citation count (r2=0.0973; P=.002).ConclusionsOur research characterized the top 100 COVID-19-related articles by AAS in the Altmetric database. Altmetrics could complement traditional citation count when assessing the dissemination of an article regarding COVID-19.International registered report identifier (irrid)RR2-10.2196/21408.
Project description:The German weekly magazine DIE ZEIT (THE TIME) reaches more than one million readers per issue, mainly from high-income social classes. Pharmacological content is frequent in DIE ZEIT. As it therefore reaches many people who generally have no in-depth knowledge of pharmacology, it can be assumed that DIE ZEIT is an important primary source of information. It should be its task to depict the drugs widely used by the population and to present them correctly and comprehensibly. This study analyzes 71 articles from 2012 to 2022 in terms of form, content, and comprehensibility. The analysis shows that in DIE ZEIT, drug groups largely correspond to the prescription figures and disease prevalence in Germany, with cardiovascular, neuropsychiatric, and pain medications being frequently discussed. There are deviations in the case of oncological drugs, for example, which are discussed more frequently than prescribed. New drug approvals are reported less frequently, and when they are, it is usually about the research phase. DIE ZEIT often reports on findings that are less than a week old and frequently quotes trustworthy experts, but no scientific sources can be found in around a quarter of the articles. A COVID-19 effect can also be identified in the years 2020 to 2022, as reporting on drugs for the treatment of coronavirus disease 2019 (COVID-19) predominated. An important point of criticism was identified with regard to comprehensibility. Less than half of the articles achieved the cut-off value for general comprehensibility specified by the Textlab analysis program, and only one article achieved the value for target group-oriented comprehensibility. This analysis confirms the problem that science communication is often too complicated and incomprehensible. It discusses the tension between the prescribed drugs and the mission of DIE ZEIT to entertain and should serve as a basis for analyzing other newspapers. Finally, we make specific suggestions how presentation of pharmacological topics in lay media can be improved in the future.
Project description:Corona virus disease 2019 (COVID-19) pandemic, sparked by the emergence of a novel coronavirus in early 2020, has prompted a surge in published articles. This study aims to systematically analyse the characteristics and trends of impactful research in the field. The 100 most-cited publications associated with COVID-19 were identified by two independent reviewers using the 'Web of Science' database across all available journals up to the year 2023. Data collected include country, citation count, subject, level of evidence (using Oxford Centre for Evidence-Based Medicine System 2011), impact factor, funding, and study design. We identified 394 038 publications, and the 100 most-cited publications were ranked. These were cited by a total of 283 034 articles (median citation = 767), median impact factor of 66.9 and 72 articles with fundings. China (n = 44), USA (n = 19), and UK (n = 13) were the three highest contributors (n = 220 505). Most articles were level 5 evidence (n = 48), followed by level 3 (n = 28), 4 (n = 14), 2 (n = 7), and 1 (n = 3). The main subjects were mechanism of action and structures of SARS-CoV-2 virus (n = 18) and impact of COVID-19 on public health (n = 18). Publications in 2022 and 2023 predominantly focused on the impact of COVID-19. Majority of the highly cited studies were of low-to-moderate quality, with only 10 consisting of randomized controlled trials or systematic reviews with or without meta-analysis. These findings reflect a growing interest in understanding the impact of COVID-19 pandemic on public and mental health. This analysis found the potential for future double-blinded randomized controlled trials to validate existing findings.
Project description:ProblemDisrupted access to social and healthcare professional support during the COVID-19 pandemic have had an adverse effect on maternal mental health.BackgroundMotherhood is a key life transition which increases vulnerability to experience negative affect.AimExplore UK women's postnatal experiences of social and healthcare professional support during the COVID-19 pandemic.MethodsSemi-structured interviews were conducted with 12 women, approximately 30 days after initial social distancing guidelines were imposed (T1), and a separate 12 women were interviewed approximately 30 days after the initial easing of social distancing restrictions (T2). Recurrent cross-sectional thematic analysis was conducted in NVivo 12.FindingsT1 themes were, 'Motherhood has been an isolating experience' (exacerbated loneliness due to diminished support accessibility) and 'Everything is under lock and key' (confusion, alienation, and anxiety regarding disrupted face-to-face healthcare checks). T2 themes were, 'Disrupted healthcare professional support' (feeling burdensome, abandoned, and frustrated by virtual healthcare) and 'Easing restrictions are bittersweet' (conflict between enhanced emotional wellbeing, and sadness regarding lost postnatal time).DiscussionRespondents at both timepoints were adversely affected by restricted access to informal (family and friends) and formal (healthcare professional) support, which were not sufficiently bridged virtually. Additionally, the prospect of attending face-to-face appointments was anxiety-provoking and perceived as being contradictory to social distancing guidance. Prohibition of family from maternity wards was also salient and distressing for T2, but not T1 respondents.ConclusionHealthcare professionals should encourage maternal help-seeking and provide timely access to mental health services. Improving access to informal and formal face-to-face support are essential in protecting maternal and infant wellbeing.
Project description:IntroductionPregnancy is a period of special vulnerability for the mental health of women. The arrival of the COVID-19 pandemic altered the routines of pregnant women, its effects on this population are thus far unknown. Therefore, the objective of this study is to understand the impact of the pandemic on the birth experience of women during the state of emergency in Andalusia, Spain.MethodsA qualitative study was conducted with 14 women, using semistructured interviews via telematics. These were recorded and later transcribed using the F4transkript software. In order to analyze the data retrieved from the interviews and identify the main patterns of meaning/responses, the thematic analysis method was applied.ResultsThe main emerging themes were 'prenatal medical care', 'hospital safety', and 'postpartum with COVID-19 restrictions'. The results indicated that the reorganization of perinatal medical care, the lack of information, and the fear of contagion were the factors that most negatively influenced the participants. Instead, the security during the birth process and the tranquility in postpartum were the positive aspects of the birth experiences during COVID-19.ConclusionThis is the first qualitative study in Andalusia that identifies the specific aspects of the COVID-19 pandemic that have affected the mental health of pregnant women. The results contribute to a broader perception of the experience of women and the creation of health protocols for emergencies akin to the COVID-19 pandemic.
Project description:Background During the COVID-19 pandemic, tribal and health organizations used social media to rapidly disseminate public health guidance highlighting protective behaviors such as masking and vaccination to mitigate the pandemic’s disproportionate burden on American Indian and Alaska Native (AI/AN) communities. Objective Seeking to provide guidance for future communication campaigns prioritizing AI/AN audiences, this study aimed to identify Twitter post characteristics associated with higher performance, measured by audience reach (impressions) and web behavior (engagement rate). Methods We analyzed Twitter posts published by a campaign by the Johns Hopkins Center for Indigenous Health from July 2020 to June 2021. Qualitative analysis was informed by in-depth interviews with members of a Tribal Advisory Board and thematically organized according to the Health Belief Model. A general linearized model was used to analyze associations between Twitter post themes, impressions, and engagement rates. Results The campaign published 162 Twitter messages, which organically generated 425,834 impressions and 6016 engagements. Iterative analysis of these Twitter posts identified 10 unique themes under theory- and culture-related categories of framing knowledge, cultural messaging, normalizing mitigation strategies, and interactive opportunities, which were corroborated by interviews with Tribal Advisory Board members. Statistical analysis of Twitter impressions and engagement rate by theme demonstrated that posts featuring culturally resonant community role models (P=.02), promoting web-based events (P=.002), and with messaging as part of Twitter Chats (P<.001) were likely to generate higher impressions. In the adjusted analysis controlling for the date of posting, only the promotion of web-based events (P=.003) and Twitter Chat messaging (P=.01) remained significant. Visual, explanatory posts promoting self-efficacy (P=.01; P=.01) and humorous posts (P=.02; P=.01) were the most likely to generate high–engagement rates in both the adjusted and unadjusted analysis. Conclusions Results from the 1-year Twitter campaign provide lessons to inform organizations designing social media messages to reach and engage AI/AN social media audiences. The use of interactive events, instructional graphics, and Indigenous humor are promising practices to engage community members, potentially opening audiences to receiving important and time-sensitive guidance.
Project description:BACKGROUND:The COVID-19 global pandemic has impacted the whole of society, requiring rapid implementation of individual-, population-, and system-level public health responses to contain and reduce the spread of infection. Women in the perinatal period (pregnant, birthing, and postpartum) have unique and timely needs for directives on health, safety, and risk aversion during periods of isolation and physical distancing for themselves, their child or children, and other family members. In addition, they are a vulnerable group at increased risk of psychological distress that may be exacerbated in the context of social support deprivation and a high-risk external environment. OBJECTIVE:The aim of this study is to examine the public discourse of a perinatal cohort to understand unmet health information and support needs, and the impacts on mothering identity and social dynamics in the context of COVID-19. METHODS:A leading Australian online support forum for women pre- through to postbirth was used to interrogate all posts related to COVID-19 from January 27 to May 12, 2020, inclusive. Key search terms included "COVID," "corona," and "pandemic." A three-phase analysis was conducted, including thematic analysis, sentiment analysis, and word frequency calculations. RESULTS:The search yielded 960 posts, of which 831 were included in our analysis. The qualitative thematic analysis demonstrated reasonable understanding, interpretation, and application of relevant restrictions in place, with five emerging themes identified. These were (1) heightened distress related to a high-risk external environment; (2) despair and anticipatory grief due to deprivation of social and family support, and bonding rituals; (3) altered family and support relationships; (4) guilt-tampered happiness; and (5) family future postponed. Sentiment analysis revealed that the content was predominantly negative (very negative: n=537 and moderately negative: n=443 compared to very positive: n=236 and moderately positive: n=340). Negative words were frequently used in the 831 posts with associated derivatives including "worried" (n=165, 19.9%), "risk" (n=143, 17.2%), "anxiety" (n=98, 11.8%), "concerns" (n=74, 8.8%), and "stress" (n=69, 8.3%). CONCLUSIONS:Women in the perinatal period are uniquely impacted by the current pandemic. General information on COVID-19 safe behaviors did not meet the particular needs of this cohort. The lack of nuanced and timely information may exacerbate the risk of psychological and psychosocial distress in this vulnerable, high-risk group. State and federal public health departments need to provide a central repository of information that is targeted, consistent, accessible, timely, and reassuring. Compensatory social and emotional support should be considered, using alternative measures to mitigate the risk of mental health disorders in this cohort.
Project description:BackgroundThe coronavirus disease 2019 (COVID-19) pandemic continues to cause global havoc posing uncertainty to educational institutions worldwide. Understanding the clinical characteristics of COVID-19 in children is important because of the potential impact on clinical management and public health decisions.MethodsA meta-analysis was conducted for pediatric COVID-19 studies using PubMed and Scopus. It reviewed demographics, co-morbidities, clinical manifestations, laboratory investigations, radiological investigations, treatment, and outcomes. The 95% confidence interval (CI) was utilized.ResultsOut of 3927 articles, 31 articles comprising of 1816 patients were selected from December 2019 to early October 2020 and were defined by 77 variables. Of these studies 58% originated from China and the remainder from North America, Europe and the Middle East. This meta-analysis revealed that 19.2% (CI 13.6%-26.4%) of patients were asymptomatic. Fever (57%, CI 49.7%-64%) and cough (44.1%, CI 38.3%-50.2%) were the most common symptoms. The most frequently encountered white blood count abnormalities were lymphopenia 13.5% (CI 8.2%-21.4%) and leukopenia 12.6% (CI 8.5%-18.3%). Ground glass opacities were the most common radiological finding of children with COVID-19 (35.5%, CI 28.9%-42.7%). Hospitalization rate was 96.3% (CI 92.4%-98.2%) of which 10.8% (CI 4.2%-25.3%) were ICU admissions, and 2.4% (CI 1.7%-3.4%) died.ConclusionThe majority of pediatric patients with COVID-19 were asymptomatic or had mild manifestations. Among hospitalized patients there remains a significant number that require intensive care unit care. Overall across the literature, a considerable level of understanding of COVID-19 in children was reached, yet emerging data related to multisystemic inflammatory syndrome in children should be explored.
Project description:Think tanks and political leaders have raised concerns about the implications that the Covid-19 response and reconstruction might have on other social objectives that were setting the international agenda before the Covid-19 pandemic. We present evidence for eight consecutive weeks during April-May 2020 for Austria, testing the extent to which Covid-19 concerns substitute other social concerns such as the climate crisis or the protection of vulnerable sectors of the society. We measure behavior in a simple donation task where participants receive €3 that they can distribute between themselves and a list of charitable organizations, which vary between treatments. We consider initially a list of eight charities, including a broad set of social concerns. Results show that introducing the WHO Covid-19 Solidarity Response Fund significantly reduces the sum of donations to the original eight charities. This derives from two effects: First, introducing the Covid-19 Solidarity Response Fund does not significantly change aggregate donations. Second, results point to a high support to the WHO Covid-19 Fund. Overall, our results indicate that donations to diverse social concerns are partially substituted by donations to the Covid-19 fund; yet, this substitution does not fully replace all other social concerns. Results are robust to a 10-fold increase in endowment, with decisions made over €30.