Positive and negative impact of social media in the COVID-19 era

Explosion of research on psychopathology and social media use after COVID-19: A scientometric study

BACKGROUND

Despite advances in research on psychopathology and social media use, no comprehensive review has examined published papers on this type of research and considered how it was affected by the coronavirus disease 2019 (COVID-19) outbreak.

AIM

To explore the status of research on psychopathology and social media use before and after the COVID-19 outbreak.

METHODS

We used Bibliometrix (an R software package) to conduct a scientometric analysis of 4588 relevant studies drawn from the Web of Science Core Collection, PubMed, and Scopus databases.

RESULTS

Such research output was scarce before COVID-19, but exploded after the pandemic with the publication of a number of high-impact articles. Key authors and institutions, located primarily in developed countries, maintained their core positions, largely uninfluenced by COVID-19; however, research production and collaboration in developing countries increased significantly after COVID-19. Through the analysis of keywords, we identified commonly used methods in this field, together with specific populations, psychopathological conditions, and clinical treatments. Researchers have devoted increasing attention to gender differences in psychopathological states and linked COVID-19 strongly to depression, with depression detection becoming a new trend. Developments in research on psychopathology and social media use are unbalanced and uncoordinated across countries/regions, and more in-depth clinical studies should be conducted in the future.

CONCLUSION

After COVID-19, there was an increased level of concern about mental health issues and a changing emphasis on social media use and the impact of public health emergencies.

The Role of Social Media in the Experiences of COVID-19 Among Long-Hauler Women: Qualitative Study

BACKGROUND

The extant literature suggests that women are more vulnerable to COVID-19 infection and at higher risk for developing long COVID. Due to pandemic mitigation recommendations, social media was relied upon for various aspects of daily life, likely with differences of usage between genders.

OBJECTIVE

This study aimed to explore the role and functions of social media in the lives of long-hauler women.

METHODS

Participants were purposively snowball-sampled from an online health promotion intervention for long-hauler women with COVID-19 from March to June 2021. During this time, one-on-one, semistructured interviews were conducted online until data saturation was agreed to have been achieved (ie, 15 interviews). Interview transcripts and field notes were analyzed using an emergent, inductive approach.

RESULTS

In total, 15 women were enrolled. The main roles of social media included facilitating support group participation, experience sharing, interpersonal connections, and media consumption. Emergent themes demonstrated that participants rely on social media to fulfill needs of emotional support, social engagement, spirituality, health planning, information gathering, professional support, and recreationally for relaxation. As long-hauler women turn to social media to discuss symptom and health management as well as the intention to vaccinate, this study demonstrates both the associated benefits (ie, decreased isolation) and challenges (ie, misinformation, rumination, resentment, jealousy).

CONCLUSIONS

The public health implications of these findings support the development of gender-tailored health promotion interventions that leverage the benefits of social media, while mitigating the negative impacts, for women with long COVID.

The emergence of MedTok: a qualitative analysis of popular medical TikTok videos

Social media is increasingly being used by the public as a medium for health information. Unfortunately, misinformation has become widely available on these sites, often being provided using content that is designed to be more popular and engaging, and it is difficult for the public to differentiate between what is true and what is false. TikTok is one of these platforms and has been rapidly growing over the last few years. As an increasing number of people look to TikTok for their health information, it is important that quality information is accessible and popular on the platform. We conducted a review of TikTok videos using the top 10 videos to show when searching for 13 common conditions. Characteristics of both the creator and video were recorded and analyzed. Videos on conditions commonly diagnosed younger were commonly produced by younger creators with the condition, often based on their own experiences. Conversely, videos on conditions commonly diagnosed older were commonly produced by healthcare professionals providing educational information. Though for conditions affecting older individuals healthcare professionals may be able to create didactic, educational videos, for those affecting younger individuals, it may be beneficial to partner with younger creators, or "influencers," to produce more viral content. Further studies may expand on these ideas to encompass more facets of healthcare. As this study did not analyze the quality of the information in the videos, future research should also focus on determining the quality of popular content on TikTok and other social media platforms.

Occupational Stress Levels among Radiologists and Radiographers in Hungary during the COVID-19 Era

The COVID-19 pandemic has heightened stress levels, potentially affecting the occupational wellbeing of radiographers and radiologists. Our study aimed to assess occupational stress levels within the radiology department and identify contributing factors. A cross-sectional survey was conducted between September and November 2022, with participants comprising radiographers and radiologists affiliated with the Hungarian Society of Radiographers and the Hungarian Society of Radiologists. The online survey collected socio-demographic and COVID-19 data, and the participants completed an effort-reward imbalance questionnaire. The analysis of 406 responses revealed significantly higher effort-reward imbalance (ERI) levels among the radiologists compared to the radiographers (p < 0.05). The healthcare professionals with over 30 years of experience exhibited significantly lower ERI levels than those with 1-9 years, 10-19 years, or 20-29 years of experience (p < 0.05). Additionally, the individuals aged 31-40 demonstrated higher ERI levels compared to their counterparts aged 19-30, 41-50, and over 51 (p < 0.05). The respondents cohabiting with a spouse/partner reported significantly higher stress levels than their single colleagues (p < 0.05), while the dog owners exhibited significantly lower ERI levels (p < 0.05). Elevated occupational stress highlights specific groups requiring targeted interventions to reduce stress and mitigate burnout among radiologists and radiographers.

Education and Misinformation: Exploring Ophthalmology Content on TikTok

INTRODUCTION

With the continuous rise of social media usage, more patients are looking online for health-related information. TikTok is one of the fastest-growing video-based social media platforms, but the quality of its ophthalmologic content, at a comprehensive level, has not been previously analyzed. We aim to explore and characterize popular ophthalmology content on TikTok, including the presence of misinformation.

METHODS

Between April 16 and May 22, 2023, 37 different ophthalmology-relevant hashtags were queried on TikTok, and the top 20 most-liked videos per hashtag were analyzed. The quality of educational videos was graded on understandability and actionability using the Patient Education Materials Assessment Tool for Audiovisual Materials (PEMAT-A/V). Trends in creator identity, content type, engagement metrics, misinformation presence, and TikTok verification status were also assessed.

RESULTS

The 37 ophthalmology-related hashtags yielded 723 videos comprising 3.806 billion views. A minority of videos were created by ophthalmologists (16.9%) and eyecare providers (35.1%), while the majority were created by non-healthcare providers (55.0%). The most common types of videos identified were primarily related to personal experiences (35.8%) and education (38.0%). Amongst educational videos, mean PEMAT-A/V understandability and actionability scores were 88.1% and 50.6%, respectively. Misinformation was found in 5.4% of all videos, comprising 4.8% of all likes, 4.7% of all comments, and 11.7% of all bookmarks. Its presence was significantly correlated with content created by non-healthcare providers (p < 0.001) and received a disproportionately higher percentage of bookmarks.

CONCLUSIONS

This was the largest, most comprehensive evaluation of ophthalmologic content on TikTok. A significant portion of popular ophthalmologic content on TikTok is created by non-eyecare providers and contains misinformation. Our findings confirm the need for ophthalmologists to create more engaging, actionable, and factual educational content to combat misinformation adoption.

Social Determinants of Health: Healthcare managers' COVID-19 experiences of poor governance, poverty and social media on health interventions

Objectives

The COVID-19 pandemic has highlighted many barriers to healthcare including structural factors like poverty and governance, and intermediary factors such as service delivery, especially in low and middle-income countries where resources are limited. Social Determinants of Health like poverty, governance and access to basic services significantly affect the effectiveness of health interventions. This study aimed to explore healthcare managers' experiences of delivering health interventions during the COVID-19 pandemic in Gauteng Province, South Africa, using the Social Determinant of Health lens.

Study design

Exploratory qualitative study.

Methods

Online in-depth interviews were conducted with senior healthcare managers at the Gauteng Department of Health, to explore their experiences during COVID-19, using open-ended questions. The data was saturated with 13 respondents and was analyzed thematically and inductively in NVivo 10.

Results

We identified four interrelated themes that adversely impacted health interventions from the manager's COVID-19 experiences: poor governance through non-service delivery, government distrust, poverty within communities and the influence of social media on societal values.

Conclusion

The failure of the government to deliver community services leads to public distrust and in turn has a spill-over effect which constitutes a barrier to healthcare. COVID-19 has reaffirmed that poverty, poor governance and societal values (influenced by social media) are structural Social Determinants of Health that exacerbates the vulnerability of the poor during outbreaks. Poor governance and poverty limit behavioral options, trust and the effectiveness of health interventions. Social support is needed to assist the poor and vulnerable during outbreak. Finally, while social media messages negatively influenced health-seeking behaviors during COVID-19, they are also a potential tool to counter disease infodemics.

Influential Radiology Figures and Organizations in Social Media

PURPOSE

With social media becoming a vibrant hub for the radiology community, highlighting expert leaders and trustful conduits of information in the virtual field is proving crucial. The aim of this study was to identify and describe the most prominent and influential figures and organizational accounts to follow in radiology.

METHODS

Influence scores for the topic "radiology" on Twitter (now known as X) were computed using the Right Relevance machine learning service. Top influencers were classified according to gender, geography, physician degree, areas of influence, subspecialization, influence score, title, affiliated institution, dual degree, medical school origin, content type, and research activity. Statistical analysis was performed assessing variable correlations.

RESULTS

In the top quartile of influential figures, 87% were physicians, 60% men, and 93% located in the United States. Prevalent backgrounds included neuroradiology (21%), abdominal imaging (12%), and artificial intelligence (11%). Of the top 100 figures, 81% were US graduates, 97% held medical degrees, and 28% had dual degrees. Fifty-eight percent provided educational content. A majority held leadership positions (58%) and academic professorship titles (70%). The median h index, publication number, and citation number were 14, 49, and 881, respectively. No significant correlation was noted between influence score and academic rank or research output.

CONCLUSIONS

Virtual presence is becoming integral to health care professions and academic spheres, unfolding great potential for enhancing the sense of belonging, advocacy, recruitment, and fostering new relationships. Having a core of influential leaders and organizations to follow can serve as a resource for the community members and aspiring students building a positive connected basis for radiology's thriving future.

Marketing yourself in social media as a global health organization: lessons to be learned

PURPOSE

To evaluate whether X, formerly known as Twitter, is being used effectively to advance the goals of International Volunteers in Urology (IVUmed). How is X activity associated with end-user engagement?

METHODS

Monthly analytics of the X account @IVUmed were reviewed between September 2014 and November 2022 using https://analytics.twitter.com/ . Outcomes included tweets, mentions, impressions, engagements, interactions, followers, and profile visits. Statistical analysis using Mann-Whitney U test and Spearman's rank-order correlation was performed. Top tweet content between December 2020 and November 2022 was also analyzed and assigned one of seven different categories: research, workshops, mission statement, educational materials, fundraising, individual spotlight, and other.

RESULTS

Of @IVUmed's 1668 followers, 1334 (80.0%) were individuals. One thousand one hundred twenty-six (84.4%) individuals listed their locations with the majority (79.8%) residing in high-income countries. Tweet impressions have increased over time; they were significantly higher (p < 0.01) on average after the onset of COVID-19 in March 2020. From December 2020 to November 2022, new followers were positively correlated with tweet impressions (p < 0.01), total mentions (p < 0.01), and profile visits (p < 0.01). Profile visits were positively correlated with total tweets (p < 0.01). The content categories for monthly top tweets that proportionally garnered the most engagements were workshops (50%) and individual spotlight (29%), despite not being the most tweeted about content categories.

CONCLUSION

Non-profit organizations wishing to increase their web-based outreach can benefit from increased primary X activity. While not evaluated in this study, it may also improve fundraising capabilities. Nevertheless, periodic review of account activity is important to ensure engagement of the targeted audience.

Violent Experiences Suffered by Pre-Hospital Healthcare Workers During the COVID-19 Pandemic

OBJECTIVE

This work was carried out to determine the causes of violence against Prehospital Emergency Medical Services Personnel (PHEMSP) who performed their duties without any special security measures during the COVID-19 pandemic, and who were subjected to violence because of their work.

METHOD

The approach of this research is in accordance with case study design, which is concerned with the examination of unique cases. For this study, a volunteer announcement was made on social media for PHEMSPs from 3 different branches (Emergency Medical Technicians or EMTs, paramedics, and doctors) who had been actively working in ambulances during the transportation of COVID-19 patients throughout the pandemic, and who had declared that they were subjected to verbal abuse or physical violence. The data was collected through structured interviews from 60 voluntary participants.

RESULTS

As a result of the analysis of the data, 3 main themes were revealed as the source of violence that PHEMSPs had been exposed to during the pandemic. They are the following: (1) violence caused by the nature of the disease, (2) violence caused by society, and (3) violence caused by working areas and systems. The reasons which created these themes, were accepted as codes. The codes that arose due to the theme of (1) violence caused by the nature of the disease were 'the fear of contagion,' 'the requirement for disinfection,' and 'triage problems,' which caused both verbal abuse and physical violence. In addition to these codes, the code of 'stigma' due to protective equipment was found only to elicit verbal abuse. The codes for the theme (2) 'violence caused by society,' were determined as societal perceptions regarding high wages, attempts to misuse health services, and distrust. All 3 of these codes were found to evoke both verbal abuse and physical violence. The codes for the theme (3) 'violence caused by working areas and systems,' included team mismatch in PHEMSPs, resignation ban, and long working hours, as well as mismatch between in-hospital HCWs and PHEMSPs, mobbing, feeling unsupported, and gender disadvantage. It has been revealed among these codes that only the team mismatch in PHEMSPs caused both verbal abuse and physical violence, while all the others only lead to verbal abuse.

CONCLUSION

If a 0 tolerance for 'violence in the healthcare system' is to be targeted, it should start in the pre-hospital phase and with all PHEMSPs, since this is the 0 point where the healthcare system, and patients first meet. Additionally, this group should be considered a vulnerable group for workplace violence (WPV), especially due to the COVID-19 pandemic.

Impact of Internet Addiction, Social Media Use and Online Pornography on the Male Sexual Function in Times of the COVID-19 Pandemic

Over recent decades, the use of the Internet has dramatically increased, both for professional purposes and entertainment. We investigated the link between social media use, video games, dating apps, and pornography on men's sexual health, which makes life easier, but also carries potential threats. Online surveys including The International Index of Erectile Function (IIEF) and Bergen Social Media Addiction Scale questionnaires were spread to young, sexually active men. We asked about demographics, sexual activity, and the use of social media, video games, dating apps, and pornography. We enrolled 702 men aged 18 to 60 years (mean 24.06 ± 5.70). In general, 1.6% of men were exposed to social media addiction. Social media addiction had a negative impact on IIEF scores, while pornography in general had no impact on men's sexual health. However, more extensive use of pornography was correlated with lower IIEF scores. A negative impact of dating apps use on the IIEF score was also found but the correlation was weak (p = 0.049). No correlation was found between playing games and IIEF. We conclude that social media addiction negatively affected men's sexual functioning during the COVID-19 pandemic. The development of strategies for the safe use of the Internet and dissemination of this knowledge through social media campaigns can help young people to recognize the first symptoms of social media addiction.

Gender differences in the relationships between meaning in life, mental health status and digital media use during Covid-19

BACKGROUND

The COVID-19 pandemic has had a significant impact on individuals' social lives, mental health status, and meaning in life (MIL). Globally, the use of different types of digital media has become a proxy for pre-COVID social lives for many people. This study investigated gender differences in the relationship between use of digital media, mental health status and MIL, during COVID-19 in Hong Kong.

METHODS

This cross-sectional study surveyed 1,488 young people recruited via city-wide random sampling in 2021. Respondents completed a phone survey on digital media use, Patient Health Questionnaire (PHQ-2), Generalized Anxiety Disorder (GAD-2), COVID-19 impact, meaning in life, and demographics. Gender differences in MIL were tested with an independent sample t-test. Gender-specific multiple linear regression models tested associations between MIL and explanatory variables of age, educational level, history of diagnosis, digital media use, and mental health status.

RESULTS

There was a significant gender difference in MIL (males (M = 12.90, SD = 4.12); females (M = 13.45, SD = 3.96); t (1485) = -2.656, p = .008). For males, all variables significantly associated to MIL (F (9, 759) = 15.731, p < .000, R2 = .157). However, for females, while the overall model for MIL was significant (F (9, 709) = 12.105, p < .001, R2 = .133), the only significant associated variable was mental health status.

CONCLUSION

Females had significantly better MIL under COVID-19 than males. Digital media use contributed to MIL in males but not females, and there were gender-specific associated factors of MIL.

Sustainable Smart Cities-Social Media Platforms and Their Role in Community Neighborhood Resilience-A Systematic Review

The COVID-19 pandemic took most communities off guard and has highlighted gaps in community preparedness and resilience in spite of the numerous technological advancements and the variety of available social media platforms that many relied on during lockdown periods. This served to emphasise the necessity for exploring the roles of social media and smart city technologies in mitigating pandemic impacts. In this systematic literature review, we examined twelve articles on social media usage and smart city technologies and their contributions to community resilience during COVID-19. The analysis focused on the use of social media platforms and smart city technologies during and after lockdown periods, examining their role in fostering community resilience. Results indicate that social media and smart city technologies were instrumental in helping communities adapt and recover from the pandemic. While past studies have examined community resilience, social media, or smart cities separately, there is limited literature collating insights on the three elements combined. We therefore argue that these technologies, employed collaboratively, enhance community resilience during crises. Nevertheless, further research is recommended, particularly on urban resilience and comparative analyses to deepen our understanding of the complex interplay between these variables.

New directions in ethnic-racial identity and critical consciousness development: Contextual considerations in the aftermath of COVID-19

Though ethnic-racial identity and critical consciousness have often been studied in isolation, numerous racialized and sociopolitical events that occurred during COVID-19 offer a unique opportunity to study how youth of color's understandings of ethnicity and race overlap with their understandings of racial inequality. This review article examines how families, schools, and digital sociopolitical contexts facilitated youth of color's understandings of their own racial self-concept while simultaneously shaping the experiences with and resistance to racial inequality. I conclude with a call to scholars to consider the role of context in the integrated study of these two salient developmental processes in the lives of youth of color.

Deep learning for COVID-19 topic modelling via Twitter: Alpha, Delta and Omicron

Topic modelling with innovative deep learning methods has gained interest for a wide range of applications that includes COVID-19. It can provide, psychological, social and cultural insights for understanding human behaviour in extreme events such as the COVID-19 pandemic. In this paper, we use prominent deep learning-based language models for COVID-19 topic modelling taking into account data from the emergence (Alpha) to the Omicron variant in India. Our results show that the topics extracted for the subsequent waves had certain overlapping themes such as governance, vaccination, and pandemic management while novel issues aroused in political, social and economic situations during the COVID-19 pandemic. We also find a strong correlation between the major topics with news media prevalent during the respective time period. Hence, our framework has the potential to capture major issues arising during different phases of the COVID-19 pandemic which can be extended to other countries and regions.

Association Between Daily Internet Use and Incidence of Chronic Diseases Among Older Adults: Prospective Cohort Study

BACKGROUND

Chronic disease incidence among the elderly is increasing, which is correlated with the acceleration of population aging. Evolving internet technologies may help prevent and provide interventions for chronic diseases in an accelerating aging process. However, the impact of daily internet use on the incidence of chronic diseases is not well understood.

OBJECTIVE

This study aims to investigate whether daily internet use by middle-aged and older adults may inhibit or promote the occurrence of chronic diseases.

METHODS

We included participants from the China Health and Retirement Longitudinal Study (CHARLS), a longitudinal survey of Chinese residents aged ≥45 years. We assessed 8-year data from wave 1 (June 2011-March 2012) to wave 4 (July-September 2018) in CHARLS. Data from wave 4 were used for a cross-sectional study, and data from all 4 waves were used for a longitudinal study. Self-reported data were used to track variables, including internet use, use frequency, and the incidence of different chronic diseases. Cox proportional hazards modeling was applied in the longitudinal study to examine the relationship between daily internet use and chronic diseases among middle-aged and older adults, while adjusting for sociodemographic characteristics and health behaviors. In addition, longitudinal data were used to analyze internet usage trends, and cross-sectional data were used to analyze the factors influencing internet use.

RESULTS

Among the 20,113 participants included in the longitudinal analyses, internet use increased significantly, from 2% to 12.3%, between 2011 and 2018. The adjusted model found statistically significant relationships between daily internet use and a lower incidence of the following chronic diseases: hypertension (hazard ratio [HR] 0.78, 95% CI 0.65-0.95, P=.01), chronic lung disease (HR 0.74, 95% CI 0.57-0.97, P=.03), stroke (HR 0.69, 95% CI 0.50-0.94, P=.02), digestive disease (HR 0.73, 95% CI 0.58-0.91, P=.005), memory-related disorders (HR 0.58, 95% CI 0.37-0.91, P=.02), arthritis or rheumatism (HR 0.60, 95% CI 0.48-0.76, P<.001), asthma (HR 0.52, 95% CI 0.33-0.84, P=.007), depression (HR 0.80, 95% CI 0.71-0.89, P<.001), and vision impairment (HR 0.83, 95% CI 0.74-0.93, P=.004). Moreover, our study also showed that with increasing frequency of internet use, the risk of some chronic diseases decreases.

CONCLUSIONS

This study found that middle-aged and older adults who use the internet have a reduced risk of developing chronic diseases versus those who do not use the internet. The increasing prevalence of daily internet use among middle-aged and older adults may stimulate contemplation of the potential role of internet platforms in future research on chronic disease prevention.

Social media for public health: Reaping the benefits, mitigating the harms

With more than 4.26 billion social media users worldwide, social media has become a primary source of health information, exchange, and influence. As its use has rapidly expanded, social media has proven to be a "doubled-edged sword," with considerable benefits as well as notable harms. It can be used to encourage preventive behaviors, foster social connectivity for better mental health, enable health officials to deliver timely information, and connect individuals to reliable information. But social media also has contributed to public health crises by exacerbating a decline in public trust, deteriorating mental health (especially in young people), and spreading dangerous misinformation. These realities have profound implications for health professionals, social media companies, governments, and users. We discuss promising guidelines, digital safety practices, and regulations on which to build a comprehensive approach to healthy use of social media. Concerted efforts from social media companies, governments, users, public interest groups, and academia are essential to mitigate the harms and unlock the benefits of this powerful new technology.

Methods for Analyzing the Contents of Social Media for Health Care: Scoping Review

BACKGROUND

Given the rapid development of social media, effective extraction and analysis of the contents of social media for health care have attracted widespread attention from health care providers. As far as we know, most of the reviews focus on the application of social media, and there is a lack of reviews that integrate the methods for analyzing social media information for health care.

OBJECTIVE

This scoping review aims to answer the following 4 questions: (1) What types of research have been used to investigate social media for health care, (2) what methods have been used to analyze the existing health information on social media, (3) what indicators should be applied to collect and evaluate the characteristics of methods for analyzing the contents of social media for health care, and (4) what are the current problems and development directions of methods used to analyze the contents of social media for health care?

METHODS

A scoping review following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines was conducted. We searched PubMed, the Web of Science, EMBASE, the Cumulative Index to Nursing and Allied Health Literature, and the Cochrane Library for the period from 2010 to May 2023 for primary studies focusing on social media and health care. Two independent reviewers screened eligible studies against inclusion criteria. A narrative synthesis of the included studies was conducted.

RESULTS

Of 16,161 identified citations, 134 (0.8%) studies were included in this review. These included 67 (50.0%) qualitative designs, 43 (32.1%) quantitative designs, and 24 (17.9%) mixed methods designs. The applied research methods were classified based on the following aspects: (1) manual analysis methods (content analysis methodology, grounded theory, ethnography, classification analysis, thematic analysis, and scoring tables) and computer-aided analysis methods (latent Dirichlet allocation, support vector machine, probabilistic clustering, image analysis, topic modeling, sentiment analysis, and other natural language processing technologies), (2) categories of research contents, and (3) health care areas (health practice, health services, and health education).

CONCLUSIONS

Based on an extensive literature review, we investigated the methods for analyzing the contents of social media for health care to determine the main applications, differences, trends, and existing problems. We also discussed the implications for the future. Traditional content analysis is still the mainstream method for analyzing social media content, and future research may be combined with big data research. With the progress of computers, mobile phones, smartwatches, and other smart devices, social media information sources will become more diversified. Future research can combine new sources, such as pictures, videos, and physiological signals, with online social networking to adapt to the development trend of the internet. More medical information talents need to be trained in the future to better solve the problem of network information analysis. Overall, this scoping review can be useful for a large audience that includes researchers entering the field.

Impact of Social Media Usage on Users' COVID-19 Protective Behavior: Survey Study in Indonesia

BACKGROUND

Social media have become the source of choice for many users to search for health information on COVID-19 despite possible detrimental consequences. Several studies have analyzed the association between health information-searching behavior and mental health. Some of these studies examined users' intentions in searching health information on social media and the impact of social media use on mental health in Indonesia.

OBJECTIVE

This study investigates both active and passive participation in social media, shedding light on cofounding effects from these different forms of engagement. In addition, this study analyses the role of trust in social media platforms and its effect on public health outcomes. Thus, the purpose of this study is to analyze the impact of social media usage on COVID-19 protective behavior in Indonesia. The most commonly used social media platforms are Instagram, Facebook, YouTube, TikTok, and Twitter.

METHODS

We used primary data from an online survey. We processed 414 answers to a structured questionnaire to evaluate the relationship between these users' active and passive participation in social media, trust in social media, anxiety, self-efficacy, and protective behavior to COVID-19. We modeled the data using partial least square structural equation modeling.

RESULTS

This study reveals that social media trust is a crucial antecedent, where trust in social media is positively associated with active contribution and passive consumption of COVID-19 content in social media, users' anxiety, self-efficacy, and protective behavior. This study found that active contribution of content related to COVID-19 on social media is positively correlated with anxiety, while passive participation increases self-efficacy and, in turn, protective behavior. This study also found that active participation is associated with negative health outcomes, while passive participation has the opposite effects. The results of this study can potentially be used for other infectious diseases, for example, dengue fever and diseases that can be transmitted through the air and have handling protocols similar to that of COVID-19.

CONCLUSIONS

Public health campaigns can use social media for health promotion. Public health campaigns should post positive messages and distil the received information parsimoniously to avoid unnecessary and possibly counterproductive increased anxiety of the users.

The impact of the self-recognition ability and physical quality on coupled negative information-behavior-epidemic dynamics in multiplex networks

In recent years, as the COVID-19 global pandemic evolves, many unprecedented new patterns of epidemic transmission continue to emerge. Reducing the impact of negative information diffusion, calling for individuals to adopt immunization behaviors, and decreasing the infection risk are of great importance to maintain public health and safety. In this paper, we construct a coupled negative information-behavior-epidemic dynamics model by considering the influence of the individual's self-recognition ability and physical quality in multiplex networks. We introduce the Heaviside step function to explore the effect of decision-adoption process on the transmission for each layer, and assume the heterogeneity of the self-recognition ability and physical quality obey the Gaussian distribution. Then, we use the microscopic Markov chain approach (MMCA) to describe the dynamic process and derive the epidemic threshold. Our findings suggest that increasing the clarification strength of mass media and enhancing individuals' self-recognition ability can facilitate the control of the epidemic. And, increasing physical quality can delay the epidemic outbreak and leads to suppress the scale of epidemic transmission. Moreover, the heterogeneity of the individuals in the information diffusion layer leads to a two-stage phase transition, while it leads to a continuous phase transition in the epidemic layer. Our results can provide favorable references for managers in controlling negative information, urging immunization behaviors and suppressing epidemics.

How high is the quality of the videos about children's elbow fractures on Youtube?

OBJECTIVE

Pediatric elbow fractures are children's most common fractures. People use the internet to get information about their illnesses and also to search for treatment options. Videos uploaded to Youtube do not go through the review process. The aim of our study is to determine the quality of videos related to child elbow fractures on Youtube.

MATERIAL METHOD

The study was carried out with the data obtained from the video-sharing site www.youtube.com on 01.12.2022. Pediatric elbow fractures are written in the search engine section. Information about the number of views of the videos, upload date, view rate (number of views per day), number of comments, number of likes and dislikes, duration, whether they contain animation and the publishing source were evaluated. The videos are divided into 5 groups according to their sources: medical society/non-profit organization, physician, healthrelated website, university/academic, and patient/independent user/other. The quality of the videos was evaluated using the Global Quality Scale (GQS). All videos have been evaluated by 2 researchers.

RESULTS

In the study, 50 videos were included. In the statistical evaluation, no significant correlation was found between the modified discern score and GQS found by both researchers, and the number of views, the rate of views, comments, likes and dislikes, video duration and VPI. In addition, when the GQS and modified discern scores were compared according to the source of the video, it was found that the patient/independent user/other group scores were lower numerically, but there was no statistically significant difference in comparison.

CONCLUSION

Most of the videos about child elbow fractures have been uploaded by healthcare professionals. Therefore, we concluded that the videos are quite informative in terms of accurate information and quality content.

Rural/urban differences in mental health and social well-being among older US adults in the early months of the COVID-19 pandemic

OBJECTIVES

This study seeks to identify differences in mental health and social well-being during the early months of the COVID-19 pandemic among older adults by rural/urban location.

METHODS

We use data from the COVID-19 Coping Study, a nation-wide online study of U.S. adults aged 55 and older (n = 6,873) fielded during April-May, 2020. We investigated rural/urban differences in mental health (depressive symptoms and anxiety symptoms) and social well-being (loneliness and social isolation); concern about COVID-19; and types of social participation (e.g. phone/video calls, visits). We also used multivariable logistic regression models to assess the relationship of rurality with mental health, adjusting for socio-demographic correlates, COVID-19 history, and COVID-19 concern.

RESULTS

We found similar prevalence of mental health and social well-being outcomes for rural and urban respondents. Rural respondents reported lower concern about COVID-19 and more frequent use of social media than urban respondents.

CONCLUSION

Mental health and social well-being did not differ by rural/urban location in the early months of the COVID-19 pandemic. However, rural residents reported less concern about COVID-19 and more use of social media, potentially leading to greater risk of illness from the pandemic in later months.

Social media use by cardiovascular healthcare professionals in Portugal

INTRODUCTION AND OBJECTIVES

Social media (SoMe) has a flourishing role in cardiovascular (CV) medicine as a facilitator of academic communication not only during conferences and congresses, but also by scientific societies and journals. However, there is no solid data illustrating the use of SoMe by CV healthcare professionals (CVHP) in Portugal. Hence, the main goal of this national cross-sectional survey was to accurately characterize SoMe use by Portuguese CVHPs.

METHODS

A 35-item questionnaire was specifically developed for this study, approved by the Digital Health Study Group of the Portuguese Society of Cardiology (SPC), and sent, by e-mail, to the mailing list of the SPC (including 1293 potential recipients).

RESULTS AND CONCLUSION

There were 206 valid answers. Fifty-two percent of respondents were female and 58% were younger than 44 years of age with almost two out of three participants being physicians. Ninety-two percent of the survey participants reported that they are currently using SoMe; LinkedIn was the most common platform used for professional purposes. Sixty-four percent believed SoMe had had a positive impact on their clinical practice; 77% and 49% had used SoMe for acquiring and sharing information related to COVID-19, respectively. In conclusion, the majority of Portuguese CVHPs that participated in this survey are actively using SoMe, with a greater participation of those <45 years of age; its clinical impact is positive, with a leading role in the dissemination of evidence during the COVID pandemic.

Internet Search Trends on Breast Cancer Between 2017 and 2021 in Brazil: an Infoveillance Investigation

Introduction: Internet users frequently search for information on health issues. The behavior of Internet users may be related to health contexts experienced in their communities, reflecting unmet demands. Objective: To analyze the interest of Internet users on breast cancer in Brazil between 2017 and 2021. Method: An infodemiological study was carried out using the relative search volume (ranging from 0 to 100) for the term “câncer de mama” (breast cancer) in Brazil, retrieved from the Google Trends tool. The annual relative search volume was compared with a non-parametric approach and significance value (p) of 5%. Results: Except between 2019 and 2020 (p-value>0.05), there was a significant increase in Internet searches for the term “câncer de mama” in Brazil (all p-values <0.05). The peak of interest (relative search volume=100) was found in October 2020. Internet users who searched for the term “câncer de mama” often searched for signs and symptoms of breast cancer. Conclusion: The interest of Internet users on breast cancer has increased in recent years in Brazil.

Public information needs during the COVID-19 outbreak: a qualitative study in mainland China

Purpose

The impact of COVID-19 has led to a surge in the public’s reliance on the Internet for pandemic information, and the policy of home isolation has exacerbated this. This study aimed to investigate public information needs and ways of accessing and disseminating information during COVID-19 in mainland China.

Design/methodology/approach

This study used a qualitative research approach to conduct semi-structured interviews with 15 participants from 9 cities in mainland China about information needs and access behaviors during the COVID-19 outbreak. All interview recordings were converted into text and proofread, then coded and summarised in correspondence with the research questions using the grounded theory.

Findings

This study summarized the dynamics of public information needs during the 2.5-year pandemic and identified the difficulties in accessing certain information.

Originality/value

Although information needs of public health emergencies have been a hot topic during COVID-19, scant studies focus on information needs in specific countries in Asia, especially in mainland China, the first country with a major outbreak and stringent lockdown mandates. Therefore, the current study is well enriched by focusing on information demand behavior in the context of COVID-19. Possible measures for improvement were also given to existing and potential problems, taking into account the participants’ views.

Perceptions of social media challenges and benefits during the Covid-19 pandemic: Qualitative findings from a cross sectional international survey

Since the beginning of the Covid-19 pandemic in January 2020 the need for rapid information spread grew and social media became the ultimate platform for information exchange as well as a tool for connection and entertainment. With the rapid information spread along came the various public misconceptions and misinformation which consequently influenced perceptions and behaviors of the public towards the coronavirus pandemic. Thus, there was a need for identification and collation of public perceptions information to address future public health initiatives. This cross-national study aimed to examine the challenges and benefits of using social media during the Covid-19 pandemic outbreak. This study was a content analysis of the open-ended questions from a wider cross-sectional online survey conducted in Norway, UK, USA, and Australia during October/November 2020. 2368 participants out of 3474 respondents to the survey provided the open text responses included in the qualitative analysis. Thematic analysis was conducted independently by two researchers. All statements were coded to positive and negative sentiments. Three overarching themes were identified: 1. Mental health and emotional exhaustion 2. Information and misinformation; 3. Learning and inspiration.While providing a powerful mode of connection during the pandemic, social media also led to negative impact on public perceptions, including mistrust and confusion. Clarity in communications by institutions and education about credible information sources should be considered in the future. Further research is required in exploring and documenting social media narratives around COVID-19 in this and any subsequent incidents of pandemic restrictions. Understanding the public perceptions and their social narratives can support the designing of appropriate support and services for people in the future, while acknowledging the uncertainty and overwhelming impact of the pandemic that may have skewed the experiences of social media.

The impact of COVID-19 on plastic and reconstructive surgery in China: A single-centre retrospective study

BACKGROUND

This study aimed to investigate the volume of plastic surgery operations in a large public hospital and figure out the changes in the related factors associated with Coronavirus Disease 2019 (COVID-19) and identify the potential problems.

METHODS

We created a survey and collected clinical data from 1 January 2018 to 31 December 2020. Information on procedure time, patient gender, patient age, and procedure type was collected from the database. The data were analysed using IBM SPSS Statistics for Windows, version 25.0.

RESULTS

A total of 10,827 patients were admitted to our department. The total number of patients decreased by 21.53% in 2020 (3057 cases) than the same period in 2019 (3896 cases). The total number of aesthetic procedures decreased by 34.17% in 2020 than that in 2019. However, restorative procedures in 2020 (2013 cases) only decreased by 12.86% than that in 2019 (2310 cases). The percentages of women amongst patients who underwent aesthetic procedures were 91.75%, 92.18%, and 90.71% in 2018, 2019, and 2020, respectively. Most of the patients in these three years were aged 20-29 years.

CONCLUSIONS

The plastic surgery industry is experiencing the effects of the unprecedented COVID-19 pandemic worldwide. COVID-19 was quickly brought under control, and the plastic surgery industry developed rapidly in China because of the active, timely, and accurate implementation of epidemic prevention strategies.

Social media medical misinformation: impact on mental health and vaccination decision among university students

BACKGROUND

The COVID-19 pandemic highlighted the need of social media as a medium for gathering health-related information. Simultaneously, a slew of false information, primarily about COVID-19's origin, dissemination, prevention, treatment, and fatality surfaced, making it difficult to distinguish fake from genuine material. However, the possible effects on mental health and the extent to which this influences our decisions, particularly regarding vaccination, are unknown.

AIM

The purpose of this questionnaire-based cross-sectional study was to examine Lebanese University students' perceptions of social media influence during the COVID-19 pandemic, as well as to measure the impact of misinformation on respondents' mental health and vaccination decisions.

METHODS

In total, 440 students took part and were asked to complete an online survey that included questions on social media trust, the "general health questionnaire index" (GHQ-12), and a scale measuring "attitude towards vaccination".

RESULTS

Our data demonstrated a low frequency of mental health disorders among Lebanese University students, which was correlated to frequent social media exposure during the COVID-19 pandemic. These findings suggested that students are more aware of misinformation and had lower rates of despair and anxiety than the general population. Furthermore, Facebook use was associated with worse attitude and behaviour towards vaccination (p = 0.001), but a better mental health. Twitter had the inverse effect (p = 0.002).

CONCLUSION

It is a necessity to use social media correctly in health-related topics, to push governments and platforms towards making decisions about false and invalidated posts.

Does the intensity of use of social media influence the economic sustainability of the university?

In the last decades the term sustainability has become indispensable for society, governments and companies. Its correct implementation is of utmost importance, and therefore public institutions continuously promote the actions of sustainable development. During the pandemic, universities adapted to online teaching, using different platforms or even social media. The intensity of social media use has had positive and negative impacts. Several studies have linked the use of social media to sustainable development. Therefore, this study analyses the intensity of social media use in public universities and the relationship between the three dimensions of sustainability. To achieve the objectives set out, a sample of 447 users was used, and the data was analysed based on PLS-SEM (Partial Least Squares Structural Equation Modeling). Variance-based SEM is a methodological option to carry out analyses that measure the simultaneous behaviour of dependence relationships. The results have shown that the intensity of the use of social media and the economic sustainability of universities is weak, even if it is positive. Furthermore, there is a strong and positive relationship between the three dimensions of sustainability at the university level. This study contributes to the academic literature on the subject and highlights the critical role of higher education institutions in promoting sustainability.

Knowledge, attitudes and perceptions of a patient population on the COVID-19 vaccine rollout

Background

The coronavirus disease 2019 (COVID-19) pandemic has had dire effects on South Africa. Vaccines against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are critical in the fight against COVID-19. This study is necessary to optimise vaccine acceptance.

Aim

To determine the knowledge, attitudes and perceptions of a patient population in South Africa on the COVID-19 vaccine rollout.

Setting

This study was conducted via a retail pharmacy in Merebank, Wentworth and Bluff (Ward 68), which is in the eThekwini Metropolitan Municipality in the KwaZulu-Natal province.

Methods

A quantitative study was conducted using an online self-administered questionnaire between April 2021 to September 2021. There were a total of 430 participants. Data were collected on Google Forms, recorded in Microsoft Excel and analysed using descriptive and inferential statistics.

Results

Knowledge of COVID-19 in the population was 81.86%. A total of 65% of participants stated that they would definitely take the COVID-19 vaccine, and 33.7% stated that they were hesitant to receive the vaccine. Reasons for hesitancies included concerns surrounding side effects of the vaccines, its safety and efficacy and the fast-tracking of the vaccine.

Conclusion

Education campaigns need to be customised to provide the population with reliable and vetted vaccine information and address specific concerns or hesitancies present. Health care workers and the government need to work with religious leaders to improve public trust and confidence in the vaccine. To reach herd immunity and prevent increased morbidity rates, there needs to be a rise in vaccine acceptance across South Africa and globally.

Contribution

With the intention of ensuring a successful COVID-19 vaccine rollout strategy in South Africa, it is of great importance to address the reasons for vaccine hesitancy and to determine the knowledge, attitudes and perceptions of the population on the COVID-19 vaccines. This study will therefore aid in developing strategies aimed at improving vaccine education and awareness, thereby resulting in a greater uptake of the COVID-19 vaccine by the population.

Food Values, Food Purchasing, and Eating-Related Outcomes Among a Sample of Quebec Adults During the COVID-19 Pandemic

Purpose: This investigation evaluated food values, food purchasing, and other food and eating-related outcomes during the COVID-19 pandemic in Quebec, Canada. The role of stress in eating outcomes was also examined.

Methods: An online household survey was conducted among Quebec adults aged ≥18 years (n = 658). Changes in outcomes during, as compared to before, the pandemic were evaluated using descriptive statistics and thematic analysis of free text responses. Eating outcomes by daily stress level (low, some, high) were assessed using Cochran–Armitage test for trend.

Results: Most respondents reported increased importance and purchasing of local food products (77% and 68%, respectively) and 60% reported increased grocery spending (mean ± standard deviation: 28% ± 23%). Respondents with a higher daily stress level had a higher frequency of reporting eating more than usual compared to before the pandemic (low stress 21%, some stress 34%, high stress 39%, p-trend <0.0001). Free text responses described more time spent at home as a reason for eating more than usual.

Conclusions: To support healthy eating during and post-pandemic, dietitians should consider patients’ mental/emotional well-being and time spent at home. Moreover, support of local food products may provide opportunities to promote healthy eating, sustainability, and post-pandemic resiliency of food systems.

The Long-COVID Experience Changed People's Vaccine Hesitancy but Not Their Vaccination Fear

Starting in early 2020, the COVID-19 pandemic has been responsible, worldwide, for millions of deaths and patients with long-COVID syndrome. In an attempt to stop the spread of the virus, the blanket administration of COVID-19 vaccines proved to be the most effective measure, yet the existence and availability of functional vaccines did not and, still, do not ensure the willingness and intent of people to be vaccinated. This study assessed the similarities and differences in vaccine fears and vaccine hesitancy through between clusters of subjects: people that were not infected with COVID-19, people that had COVID but did not develop long-lasting symptoms, and people that were infected with COVID and developed long-COVID syndrome. From the sample of 1111 Italian people, it was found that individuals who experienced mild symptoms showed higher vaccine hesitancy (confidence, complacency, and collective responsibility) than those who did not contract COVID-19. People affected by long-COVID showed a lower overall hesitancy than individuals who had COVID-19 without incurring long-lasting symptoms and, thus, essentially resembled people who had no experience of COVID-19 infection in terms of the vaccine hesitancy scores. Vaccine fear remained unchanged across all three of the examined clusters.

Exploring the effectiveness of the Digital Green Certificate Law as Public Health instrument to increase anti-COVID-19 vaccination in a sample of working-age adult population in the Palermo Metropolitan Area

Counteracting vaccine hesitancy should be considered an absolute priority for Public Health Authorities. A correct health communication represents one of the best ways to increase adhesion to vaccination among hesitant population. In order to increase vaccination coverage rates against COVID-19, the Italian government has issued a legislative decree with a mandatory "Digital Green Certificate" (DGC) to access workplaces for some categories considered at risk.

METHODS

We conducted a cross-sectional study with the aim to highlight the factors associated with the anti-COVID-19 vaccine acceptance and to estimate the influence of the introduction by law of the Digital Green Certificate (DGC) on the adhesion to the COVID-19 vaccination campaign in a sample of individual accessing one of the main vaccination centres of the metropolitan area of Palermo, Italy. An anonymous and validated questionnaire was self-administered through the Google Documents® platform, between October 2021 and March 2022.

RESULTS

Among the 467 subjects enrolled, 43.3% were influenced on their vaccination choice by the introduction of the DGC. The multivariate analysis showed that among the respondents emerged contrasting feelings with a self-reported significantly higher sense of freedom (Adj-OR = 2.45, 95%CIs = 1.51-3.97, p-value: < 0.001) but a lower sense of safety (Adj-OR = 0.19, 95%CIs = 0.12-0.29, p-value: < 0.001) after vaccine administration.

CONCLUSIONS

Our findings, in line with the available literature, suggest that the introduction of DGC has led to a significant increase in the immunization rate and, together with an appropriate communicative approach, it could represent an effective strategy to counteract vaccine hesitancy.

Analysis of government agencies and stakeholders’ twitter communications during the first surge of COVID-19 in Brazil

BACKGROUND: Official authorities are in charge of communicating with the public in a consistent and coherent manner. The impact of social media on managing the coronavirus 2019 (COVID-19) pandemic potentially influenced social behavior in Brazil. OBJECTIVE: Using Twitter, this study analyzes communications about the COVID-19 pandemic from official agencies of the Brazilian government and key public sector decision-makers. METHOD: We captured public Twitter messages about COVID-19 exchanged between authorities at the federal, state, and municipal levels of government. These messages were further classified into guidance and information messages or disinformation messages. Finally, through analysis of tweets and their frequency, we evidenced the level of information generated by the three levels of government. RESULTS: Our analyses show an underestimation of the magnitude of the pandemic by Brazilian government authorities. None of the spheres of government anticipated the imminent health crisis, did not issue good recommendations and guidelines, and did not take preventive actions. CONCLUSION: The lack of governmental actions and adequate guidance in Brazil has led to an explosive increase in infected people and deaths. Surprisingly, this was not due to technical or structural reasons. It resulted from conflicting communication strategies implemented by the federal, state, and municipal governments in attempts to minimize the effects of COVID-19 on their local health structures.

Facebook and Suicidal Behaviour: User Experiences of Suicide Notes, Live-Streaming, Grieving and Preventive Strategies-A Scoping Review

BACKGROUND

Facebook represents a new dimension for global information sharing. Suicidal behaviours and attempts are increasingly reported on Facebook. This scoping review explores the various aspects of suicidal behaviours associated with Facebook, discussing the challenges and preventive measures.

METHODS

PubMed, Google Scholar, and Scopus were searched for related articles published in English up to October 2021, using different combinations of "Facebook" and "suicide". A group of experts comprising consultant psychiatrists screened the records and read the full-text articles to extract relevant data. Twenty-eight articles were chosen as relevant and included in the review under four selected themes.

RESULTS

Facebook impacts on suicidal behaviours in different aspects. Announcing suicides through sharing notes or personal information may lead to the prediction of suicide but be harmful to the online audience. Live-streaming videos of suicide is another aspect that questions Facebook's ability to monitor shared contents that can negatively affect the audience. A positive impact is helping bereaved families to share feelings and seek support online, commemorating the lost person by sharing their photos. Moreover, it can provide real-world details of everyday user behaviours, which help predict suicide risk, primarily through novel machine-learning techniques, and provide early warning and valuable help to prevent it. It can also provide a timeline of the user's activities and state of mind before suicide.

CONCLUSIONS

Social media can detect suicidal tendencies, support those seeking help, comfort family and friends with their grief, and provide insights via timelining the users' activities leading to their suicide. One of the limitations was the lack of quantitative studies evaluating preventative efforts on Facebook. The creators' commitment and the users' social responsibility will be required to create a mentally healthy Facebook environment.

Media exposure, threat processing, and mitigation behaviors in Gulf Coast residents facing the co-occurring threats of COVID-19 and hurricanes

The 2020 hurricane season threatened millions of Americans concurrently grappling with COVID-19. Processes guiding individual-level mitigation for these conceptually distinct threats, one novel and chronic (COVID-19), the other familiar and episodic (hurricanes), are unknown. Theories of health protective behaviors suggest that inputs from external stimuli (e.g., traditional and social media) lead to threat processing, including perceived efficacy (self- and response) and perceived threat (susceptibility and severity), guiding mitigation behavior. We surveyed a representative sample of Florida and Texas residents (N = 1846) between April 14, 2020 and April 27, 2020; many had previous hurricane exposure; all were previously assessed between September 8, 2017 and September 11, 2017. Using preregistered analyses, two generalized structural equation models tested direct and indirect effects of media exposure (traditional media, social media) on self-reported (1) COVID-19 mitigation (handwashing, mask-wearing, social distancing) and (2) hurricane mitigation (preparation behaviors), as mediated through perceived efficacy (self- and response) and perceived threat (susceptibility and severity). Self-efficacy and response efficacy were associated with social distancing (p = .002), handwashing, mask-wearing, and hurricane preparation (ps < 0.001). Perceived susceptibility was positively associated with social distancing (p = 0.017) and hurricane preparation (p < 0.001). Perceived severity was positively associated with social distancing (p < 0.001). Traditional media exhibited indirect effects on COVID-19 mitigation through increased response efficacy (ps < 0.05), and to a lesser extent self-efficacy (p < 0.05), and on hurricane preparation through increased self-efficacy and response efficacy and perceived susceptibility (ps < 0.05). Social media did not exhibit indirect effects on COVID-19 or hurricane mitigation. Communications targeting efficacy and susceptibility may encourage mitigation behavior; research should explore how social media campaigns can more effectively target threat processing, guiding protective actions.

COVID-19 Conspiracy Theories Discussion on Twitter

The coronavirus disease 2019 (COVID-19) pandemic was an unexpected event and resulted in catastrophic consequences with long-lasting behavioral effects. People began to seek explanations for different aspects of COVID-19 and resorted to conspiracy narratives. The objective of this article is to analyze the changes on the discussion of different COVID-19 conspiracy theories throughout the pandemic on Twitter. We have collected a data set of 1.269 million tweets associated with the discussion on conspiracy theories between January 2020 and November 2021. The data set includes tweets related to eight conspiracy theories: the 5G, Big Pharma, Bill Gates, biological weapon, exaggeration, FilmYourHospital, genetically modified organism (GMO), and the vaccines conspiracy. The analysis highlights several behaviors in the discussion of conspiracy theories and allows categorizing them into four groups. The first group are conspiracy theories that peaked at the beginning of the pandemic and sharply declined afterwards, including the 5G and FilmYourHospital conspiracies. The second group associated with the Big Pharma and vaccination-related conspiracy whose role increased as the pandemic progressed. The third are conspiracies that remained persistent throughout the pandemic such as exaggeration and Bill Gates conspiracies. The fourth are those that had multiple peaks at different times of the pandemic including the GMO and biological weapon conspiracies. In addition, the number of COVID-19 new cases was found to be a significant predictor for the next week tweet frequency for most of the conspiracies.

Effects of the COVID‐19 pandemic on recruitment for the working women walking program

The global pandemic of coronavirus disease 2019 (COVID‐19) affected many aspects of randomized controlled trials, including recruiting and screening participants. The purpose of this paper is to (a) describe adjustments to recruitment and screening due to COVID‐19, (b) compare the proportional recruitment outcomes (not completed, ineligible, and eligible) at three screening stages (telephone, health assessment, and physical activity assessment) pre‐ and post‐COVID‐19 onset, and (c) compare baseline demographic characteristics pre‐ and post‐COVID‐19 onset in the Working Women Walking program. The design is a cross‐sectional descriptive analysis of recruitment and screening data from a 52‐week sequential multiple assignment randomized trial (SMART). Participants were women 18–70 years employed at a large urban medical center. Recruitment strategies shifted from in‐person and electronic to electronic only post‐COVID‐19 onset. In‐person eligibility screening for health and physical activity assessments continued post‐COVID‐19 onset with Centers for Disease Control and Prevention precautions. Of those who expressed interest in the study pre‐ and post‐COVID‐19 onset (n = 485 & n = 269 respectively), 40% (n = 194) met all eligibility criteria pre‐COVID‐19 onset, and 45.7% (n = 123) post‐COVID‐19 onset. Although there were differences in the proportions of participants who completed or were eligible for some of the screening stages, the final eligibility rates did not differ significantly pre‐COVID‐19 versus post‐COVID‐19 onset. Examination of differences in participant demographics between pre‐ and post‐COVID‐19 onset revealed a significant decrease in the percentage of Black women recruited into the study from pre‐ to post‐COVID‐19 onset. Studies recruiting participants into physical activity studies should explore the impact of historical factors on recruitment.

The use of social media at work place and its influence on the productivity of the employees in the era of COVID-19

As per Internet world stats, with 560 million Internet users, India is the second largest online market in the world, ranked only behind China. Out of these 560 million Internet users in India, almost 375 million people use social media. These facts are enough to highlight the deep penetration of Internet and social media in Indian society. This deep penetration of social media among the Indian workers has further more deepened in the era of COVID-19. The employees are working from home, so they are more prone to use mobile and social media platforms for non-work-related purposes. It is a proven fact that social media has not only impacted our personal lives but also professional lives in more than one ways. Despite the previously mentioned staggering figures which show the deep penetration of Internet and social media in our Indian society, sufficient studies/researches have not been conducted to study the impact of social media on our professional lives. Keeping in mind these things, the purpose of this study is to understand the impact of social media on one of the most crucial aspects of our professional lives, i.e., labour productivity which is quite crucial not only for the success of individuals and business organizations but also for the economic growth of any country. This study also tries to highlight the other related aspects of social media usage at workplace like the perception of the employees regarding use of social media at workplace, purpose for which social media is being used by the employees and other such related issues. Primary data have been used in this study; collected through a survey from the professionals/employees who hail from different sectors/industries. The authors have used convenient sampling method to collect data to examine the impact of social media usage on the productivity of the employees in the era of COVID-19. The findings of this study offer practical insights about the various impacts of social media on work life of the employees and how their working lives have changed while working from home in the era of COVID-19. This study also offers suggestions about harnessing the benefits and minimizing the side-effects of social media usage at workplace. Both the employees and the organizations can equally take advantage of this report.

Access to Health-Related Information, Health Services, and Welfare Services among South and Southeast Asian Immigrants in Japan: A Qualitative Study

Migrants face several challenges in their daily lives in the host country due to limited knowledge about the language, culture, and social system of the host country. Their vulnerability increases in a time of crisis. During the COVID-19 pandemic, migrant communities were severely affected. Evidence on migrants' access to COVID-19-related information and services is limited. We conducted a qualitative, descriptive study among migrants from Vietnam, Myanmar, and Nepal living in Japan to explore the barriers and promoting factors for their access to health-related information, health services, and welfare services during the first wave of COVID-19. We used a thematic analysis to identify key themes according to the study's objectives. Further, these themes were assessed using an adapted version of the ecological model. The migrants mainly relied on the information available on social networking sites and were not aware of formal sources of information. Language was a major barrier, followed by cognitive bottlenecks and time constraints for migrants accessing health-related information and services. Social media, short-form information provided using their native language or plain Japanese and illustrations, and supportive people around could help them to access health-related information and services. The findings from this study demonstrate how migrants can represent a vulnerable group in a host country, even more so in a time of crisis.

How Portuguese Health Entities Used Social Media to Face the Public Health Emergency during COVID-19 Disease

BACKGROUND

During the COVID-19 pandemic, social media became an important and easily accessible source of information to keep the population informed. In this study, we explored how Portuguese health entities used social media during the public health emergency caused by COVID-19 disease.

METHODS

A retrospective study on Portuguese public health entities' communication with the public using social media platforms was performed. Data were retrieved from Facebook, Instagram, and Twitter. All retrieved posts were analyzed, and the engagement of the public was calculated. A thematic analysis of all COVID-19-related posts was conducted.

RESULTS

The analysis of each social media platform revealed that during the COVID-19 pandemic, health entities reinforced their presence on social media platforms. The most published posts were related to "epidemiological context" and "encouragement to take actions" to avoid the spread of COVID-19. High engagement frames were not associated with the most frequently published posts.

CONCLUSIONS

Although health entities have reinforced their presence on social media platforms, they do not take full advantage of these platforms to improve health literacy.

An in silico pipeline approach uncovers a potentially intricate network involving spike SARS-CoV-2 RNA, RNA vaccines, host RNA-binding proteins (RBPs), and host miRNAs at the cellular level

BACKGROUND

In the last 2 years, we have been fighting against SARS-CoV-2 viral infection, which continues to claim victims all over the world. The entire scientific community has been mobilized in an attempt to stop and eradicate the infection. A well-known feature of RNA viruses is their high mutational rate, particularly in specific gene regions. The SARS-CoV-2 S protein is also affected by these changes, allowing viruses to adapt and spread more easily. The vaccines developed using mRNA coding protein S undoubtedly contributed to the "fight" against the COVID-19 pandemic even though the presence of new variants in the spike protein could result in protein conformational changes, which could affect vaccine immunogenicity and thus vaccine effectiveness.

RESULTS

The study presents the findings of an in silico analysis using various bioinformatics tools finding conserved sequences inside SARS-CoV-2 S protein (encoding mRNA) same as in the vaccine RNA sequences that could be targeted by specific host RNA-binding proteins (RBPs). According to the results an interesting scenario emerges involving host RBPs competition and subtraction. The presence of viral RNA in cytoplasm could be a new tool in the virus's armory, allowing it to improve its chances of survival by altering cell gene expression and thus interfering with host cell processes. In silico analysis was used also to evaluate the presence of similar human miRNA sequences within RBPs motifs that can modulate human RNA expression. Increased cytoplasmic availability of exogenous RNA fragments derived from RNA physiological degradation could potentially mimic the effect of host human miRNAs within the cell, causing modulation of the host cell network.

CONCLUSIONS

Our in silico analysis could aid in shedding light on the potential effects of exogenous RNA (i.e. viruses and vaccines), thereby improving our understanding of the cellular interactions between virus and host biomolecules. Finally, using the computational approach, it is possible to obtain a safety assessment of RNA-based vaccines as well as indications for use in specific clinical conditions.

An examination of preadolescent girls' social media use and body image: Type of engagement may matter most

Research continues to accumulate suggesting that social media use presents a risk to youths' body image, yet the majority of this research has examined late adolescents and emerging adults. This study examined 151 preadolescent girls' (M age = 12.06, SD = 1.22) social media use and associations with both positive and negative body image at two time points separated by approximately five months. Girls completed an online survey that included several body image measures and items that queried girls about the social media platforms they used and the activities they engaged in on these platforms. Findings suggest that girls who use social media do not differ significantly from girls who do not use social media in terms of their body image. However, among girls who use social media, their type of engagement (appearance-focused versus communication-focused use) is important; only girls who engage in appearance-focused social media use seem to experience negative body image concerns.

Coronavirus Disease Pandemic Effect on Medical-Seeking Behaviors Even in One Resource-Competent Community: A Case Controlled Study

(1) Background: The coronavirus disease 2019 (COVID-19) pandemic had overwhelming impacts on medical services. During its initial surge, Taiwan was unique in maintaining its medical services without imposing travel restrictions, which provided an ideal environment in which to test if the fear of becoming infected with COVID-19 interfered with health-seeking behavior (HSB). We tested this hypothesis among adults with acute complicated appendicitis (ACA). (2) Methods: Adults with acute appendicitis were enrolled between 1 January and 30 June 2020 (COVID-19 period). The first two quarters of the preceding 3 years were defined as a historical control group. Outcome measures included the rate of ACA and the number of hospital stays. (3) Results: The COVID-19 era included 145 patients with acute appendicitis. Compared to the historical control (320 patients), the COVID-19 era was significantly associated with a higher length of symptom duration until presentation to the emergency room within >48 h (17.2% vs. 9.1%, p = 0.011), a higher incidence of ACA (29.7% vs. 19.4%, p = 0.014), and a longer length of hospital stays (5.0 days vs. 4.0 days, p = 0.043). The adjusted models showed that the COVID-19 period had a significant relationship with a higher rate of ACA (odds ratio (OR) = 1.87; 95% confidence interval (CI): 1.23-2.52; p = 0.008) and longer length of hospital stays (OR= 2.10; 95% CI: 0.92 to 3.31; p < 0.001). (4) Conclusions: The fear of COVID-19 may prohibit patients from seeking medical help, worsening their clinical outcomes. The surgical community should take action to provide scientific information to relive mental stress.

Visualizing Social Media Research in the Age of COVID-19

During the last three years, numerous research papers have been reported which use social media data to explore several issues related to the COVID-19 pandemic. Bibliometric methods in this work are used to analyze 1427 peer-reviewed documents from the last three years extracted from the Web of Science database. The results of this study show that there was high growth in publications in open access journals with an annual rate reaching 19.3% and they also identify the top cited journals and research papers. The thematic analysis of papers shows that research topics related to social media for surveillance and monitoring of public attitudes and perceptions, mental health, misinformation, and fake news are important and well-developed, whereas topics related to distance-learning education with social media are emerging. The results also show that the USA, China, and the UK have published many papers and received a high number of citations because of their strong international collaboration.

Using WhatsApp During the COVID-19 Pandemic and the Emotions and Perceptions of Users

Background

Purpose

Methods and Participants

Results

Conclusion

Social Life of Females with Persistent COVID-19 Symptoms: A Qualitative Study

Persistent COVID-19 symptoms (long COVID) may bring challenges to long haulers’ social lives. Females may endure more profound impacts given their special social roles and existing structural inequality. This study explores the effects of long COVID on the social life of female long haulers. We conducted semi-structured interviews via Zoom between April and June 2021 with 15 female long haulers in the United States, purposely recruited from Facebook and Slack groups and organization websites related to long COVID. Interviews were audio-recorded and transcribed verbatim with consent. The interview data were managed using MAXQDA and examined by thematic analysis. Long COVID negatively affected female long haulers’ social lives by causing physical limitations, economic issues, altered social relationships, social roles’ conflicts, and social stigma. Long COVID prevented female long haulers’ recovery process. Physical limitations altered their perceptions on body, and family–work conflicts caused tremendous stress. They also experienced internalized stigma and job insecurities. This study provides insights into challenges that COVID-19 female long haulers could face in their return to normal social life, underscoring the vulnerability of females affected by long COVID due to significant alterations in their social lives. Shifting to new methods of communication, especially social media, diminished the adverse effects of long COVID (e.g., social isolation).

Survey of Pharmacists' Knowledge, Attitudes, and Practices (KAP) concerning COVID-19 Infection Control after Being Involved in Vaccine Preparation: A Cross-Sectional Study

Vaccination is crucial for preventing the spread of COVID-19. Vaccination for COVID-19 was implemented in Japan in community units, and community pharmacists were engaged in vaccine preparation. Capturing the knowledge, attitudes, and practices (KAP) of pharmacists regarding COVID-19 infection control is important for developing future community health action strategies and plans. We conducted a cross-sectional study among 141 pharmacists who were members of a pharmacist association in the Shinagawa Ward of Tokyo (1–31 July 2021) using a Google online questionnaire. The questionnaire included demographic information and KAP questions regarding COVID-19. A correlation test was used for analyzing KAP scores. Significant correlations were found among all KAP scores. Stepwise logistic regression analysis showed “age” as a significant knowledge factor and “marriage”, “pharmacist careers”, “information source: official government website”, and “information source: word of mouth from family and friends” as significant attitude factors. Good KAP scores were recorded in this study, indicating increased comprehension of infection control measures and increased knowledge scores, as pharmacy pharmacists were practically involved in COVID-19 infection control measures through vaccine preparation. Policymakers should understand the value of pharmacists as healthcare professionals and should enhance public health through the effective use of pharmacists.