The mediating role of social media fatigue on social media usage behaviour of the ageing society during the COVID-19 pandemic

At the peak of the COVID-19 pandemic, research on social media in the Malaysian context focused on its benefits and overlooked its drawbacks. To investigate this, we looked at an ageing society whose psychological health was severely affected during the pandemic. This study developed a model based on the Stressor-Strain-Outcome (SSO) framework that predicts factors that prompt passive social media use in Malaysia's ageing society during the COVID-19 pandemic. Convenient sampling was utilised to collect responses from 389 Malaysian older adults through an online survey. The direct effects of stressors, including information overload, communication overload, complexity, privacy, and fear of missing out on the strain of social media fatigue, and indirect effects on the outcome of passive social media use were investigated. For the assessment of the study model, partial least squares structural equation modelling (PLS-SEM) was applied. Out of 11 hypotheses, four direct and three indirect hypotheses were accepted. The study findings did not support the direct and indirect effects of privacy and fear of missing out on social media fatigue and passive social media use, respectively. Findings reveal complexity as the more significant factor influencing social media fatigue, and indirectly, contributing towards the passive use of social media. This study contributes to understanding how social media interaction affects an ageing society during the pandemic lockdown. Despite widespread interest in this field, research on ageing populations concerning social media effects and pandemics is still in its early stages in Malaysia. The study's conclusion offers a thorough examination of its limitations and provides valuable recommendations for future research endeavours. © SEARCH Journal 2023.

Social media use, psychological well-being and physical health during lockdown

In efforts to curb the spread of COVID-19, many countries have implemented a variety of lockdown and quarantine measures. With substantially reduced face-to-face interactions, many people may have relied heavily on social media for connection, information, and entertainment. However, little is known about the psychological and physical health implications of social media use during strict lockdown. The current study investigates the associations of social media use with psychological well-being and physical health among Wuhan residents (N = 1214). Our findings showed that non-COVID related self-disclosure was positively associated with psychological well-being, while COVID related information consumption and sharing were negatively associated with psychological well-being. Further, more generic use of social media was associated with lower psychological well-being, which in turn related to more somatic symptoms. Quarantined people used social media more frequently than non-quarantined people. Importantly, the negative association between social media use and psychological well-being was significantly stronger for quarantined people than unquarantined people. [ FROM AUTHOR] Copyright of Information, Communication & Society is the property of Routledge and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

The evolution of consumers' demand for hotels under the public health crisis: opinion mining from online reviews

This research aims to grasp the evolution of consumer demand and improve the resilience of the hotel industry under the public health crisis (COVID-19). Online reviews of 7,679 hotels in 10 cities were collected from Ctrip, China's major online hotel platform. Then, we applied opinion mining and time evolution to mine the change in consumer demand before, during, and after the COVID-19 pandemic. Findings show that some consumer demands (e.g. epidemic safety) will change during the outbreak period. However, during the nonoutbreak period, users were more concerned about their own check-in experience (e.g. hotel facilities, front desk services). This article provides new ideas for identifying the dynamic value of online reviews. We suggest that businesses focus on ensuring hotel safety during the crisis period. The results contribute essential theoretical and practical significance to the hotel industry's crisis management during public health crises.

Rumor response strategy and rumor behavioral intention: The mediating roles of anxiety on Chinese social media during COVID-19

While social media has grown in popularity in today's society, and has facilitated the dissemination of accurate and valuable information, it also raises the equally pressing concern of rampant proliferation of rumors and false news. The recent global outbreak of COVID-19 witnessed the explosion of fake and misleading health rumors in social media. Governments are tasked with providing the public with the right information to influence their behavior and engagement in emergency decision-making and optimally address the risks of rumor influence. Therefore, it is important to choose an appropriate response strategy in a rumor-induced health crisis. This study has two main objectives: to identify effective rumor response strategies by the government to stem the spread of rumor during a health crisis, and to examine the role of anxiety in this process using the Situational Crisis Communication Theory (SCCT). Online quasi-experimental data was collected from 245 Chinese participants who were exposed to a false social media rumor that potato chips could spread COVID-19 and were randomly assigned to one of three rumor response strategies (denial, refute or attack). According to the one-way ANOVA results, the effect of the refute response on rumor-related behavior is the most positive, whereas the effects of denial and attack are not significantly different. The results of the mediation model using PROCESS Macro reveal that anxiety partially mediates the relationship between rumor response strategies and rumor-related behaviors (rumor dissemination intentions and behavior intention to consume products);the refute strategy reduces public anxiety and has a positive effect on public behavioral intentions. This study is relevant to COVID-19 rumor research with regard to government rumor response strategies on social media using data-based descriptive and quantitative analysis. © SEARCH Journal 2023.

Everyday Virtuality: A Multimodal Analysis of Political Participation and Newsworthiness

Due to the COVID-19 pandemic, digital interactions ceased to be "just another form of communication”;indeed, they became the only means of social interaction, mediated and driven by information and communication technologies (ICTs). Consequently, working in a digital context switched from being a phenomenon to be studied to the primary means of socializing and the primary workspace for researchers. This study explores four different methodologies to question how discursive interactions related to power and newsworthiness may be addressed in digital contexts. The multimodal approach was reviewed through the affordances of critical discourse analysis, issue ownership and salience, morphological discourse analysis, and protest event analysis. It starts by theoretically addressing concepts of multimodality and phenomenology by focusing on the implications of both perspectives. It examines publications and interactions in digital contexts in Ecuador from March 2017 to December 2020 within three political phenomena. The results of the analysis of these publications and interactions suggest that when analyzing political participation and newsworthiness, the virtual becomes a subjective space. Moreover, qualitative research is one of the primary ways to combine multimodality with other forms of discourse analysis. This paper concludes that perceptions, practices, and meanings assigned to social online representations can be better analyzed through multimodality, which tackles the intertwined characteristics of virtual discourses. © 2023 by the authors.

Japanese University Students Usage of Global Networks During the Pandemic

This research study provides a case study of how the COVID-19 pandemic affected Japanese university students' views and attitudes on international topics and motivations for living and working abroad. During the pandemic, digital information, including social media, played a promi-nent role in how these students interacted and kept up with the news. We surveyed 204 students at a private university in Tokyo to help under-stand how the landscape of internationalization changed during the unique circumstances brought about by the pandemic. © 2023 James Nicholas Publishers.

What are People in Bali Doing in Pandemic: Understanding the Shape of Health Behavior and the Pitutur Tua

In the early occurrence of the Covid-19 pandemic, Indonesian and the world regarded Bali having a unique mechanism. Balinese or Bali residents are assumed excellently immune or difficulty infected from Covid-19. Interestingly, Balinese do not show overwhelmed panic as occurs in other areas although the Covid-19 cases in Bali are not low. There are various reasons why Balinese's actions to protect their health consider beliefs, religion, and culture. This paper is a survey of the Balinese's distinctive perception and behavior to face Covid-19. The information was gained from comments, opinions, and information about typical behavior posted on mass media and social media. The main source of the information was the WhatsApp groups of Banjar community (60 people), Bali academicians (76 people), Hindu organization alumni (113 people), and Bali medical staff (30 people). This study collected the information and conversations during early months of the pandemic in 2020 and 2021 when the Covid-19 cases skyrocketed and the government implemented the Community Activities Restrictions Enforcement (PPKM). This study concludes that the belief in the power of nature makes the sincerity and acceptance more easily appear. Moreover, tradition strengthens the trust. Support in social life also increases cooperative actions to the rules or advices of the Bali government and the custom village assembly to protect society from the pandemic.Copyright © 2021 Muslim OT et al.

Exploring Social Media for Early Detection of Depression in COVID-19 Patients

The COVID-19 pandemic has caused substantial damage to global health. Even though three years have passed, the world continues to struggle with the virus. Concerns are growing about the impact of COVID-19 on the mental health of infected individuals, who are more likely to experience depression, which can have long-lasting consequences for both the affected individuals and the world. Detection and intervention at an early stage can reduce the risk of depression in COVID-19 patients. In this paper, we investigated the relationship between COVID-19 infection and depression through social media analysis. Firstly, we managed a dataset of COVID-19 patients that contains information about their social media activity both before and after infection. Secondly, We conducted an extensive analysis of this dataset to investigate the characteristic of COVID-19 patients with a higher risk of depression. Thirdly, we proposed a deep neural network for early prediction of depression risk. This model considers daily mood swings as a psychiatric signal and incorporates textual and emotional characteristics via knowledge distillation. Experimental results demonstrate that our proposed framework outperforms baselines in detecting depression risk, with an AUROC of 0.9317 and an AUPRC of 0.8116. Our model has the potential to enable public health organizations to initiate prompt intervention with high-risk patients. © 2023 ACM.

Evaluation on College Students' Anxiety and Social Media Usage during Shanghai Closure

As COVID-19 mutates, the highly infectious omicron mutants (BA. 5.2., BF. 7) tension shrouded China. Given the internet information explosion and youth social media addiction, observing the mental impact on college students during the 2022 Shanghai closure is worthwhile. A pilot survey study was conducted to explore the anxiety levels of college students during the closure. The sample size was limited to 101 second-year college students. In addition to demographics, the survey involved the Self-Rating Anxiety Scale, self-perceived COVID-19 anxiety, frequency of COVID-19 information reception, number of social media accounts, and number of electronic devices. Though 68.4% of students equipped with two electronic devices (N = 95) exceeded the students with only one electronic device, a Chi-square test showed that students with only one electronic device had the highest anxiety index (mean = 50). Further, the Kruskal-Wallis test indicated that the number of electronic devices affected the students' anxiety level (p = 0.027) while social media membership did not (p = 0.565). As a result, it was suggested that social media usage and pandemic information inputs among college students were significant concerns that required special attention from the government, schools, teachers, and families.

Hashtag framing and stakeholder targeting: An affordance perspective on China's digital public diplomacy campaign during COVID-19

Social media platforms such as Twitter provide opportunities for governments to connect to foreign publics and influence global public opinion. In the current study, we used social and semantic network analysis to investigate China's digital public diplomacy campaign during COVID-19. Our results show that Chinese state-affiliated media and diplomatic accounts created hashtag frames and targeted stakeholders to challenge the United States or to cooperate with other countries and international organizations, especially the World Health Organization. Telling China's stories was the central theme of the digital campaign. From the perspective of social media platform affordance, we addressed the lack of attention paid to hashtag framing and stakeholder targeting in the public diplomacy literature. [ FROM AUTHOR] Copyright of Journal of Information Technology & Politics is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

Increasing Social Media Presence for Graduate Medical Education Programs.

Virtual residency interviews during COVID-19 pandemic created a need for residency programs to use social media to increase their visibility and connect with potential applicants. This was, however, new and a road never travelled for many programs. This report describes how our General Surgery Residency Program increased its presence through social media by using various exposure methods and approaches, including diversifying presence and developing candid personalized content. Results suggest that these methods have increased our exposure and reach from an average of 7 people per post to posts reaching over 4500 people. Moreover, the video posts introducing our residents and faculty provided the highest activity and reach. Thus, appropriate use of social media with described interventions and new content creation could exponentially increase the visibility of a residency program. Moreover, educating faculty and residents on the use and importance of social media could increase their interest and participation as well.

The Relationship Between Social Media Use and Beliefs in Conspiracy Theories and Misinformation.

Numerous studies find associations between social media use and beliefs in conspiracy theories and misinformation. While such findings are often interpreted as evidence that social media causally promotes conspiracy beliefs, we theorize that this relationship is conditional on other individual-level predispositions. Across two studies, we examine the relationship between beliefs in conspiracy theories and media use, finding that individuals who get their news from social media and use social media frequently express more beliefs in some types of conspiracy theories and misinformation. However, we also find that these relationships are conditional on conspiracy thinking--the predisposition to interpret salient events as products of conspiracies--such that social media use becomes more strongly associated with conspiracy beliefs as conspiracy thinking intensifies. This pattern, which we observe across many beliefs from two studies, clarifies the relationship between social media use and beliefs in dubious ideas. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11109-021-09734-6.

The E-Nurture Project: A Hybrid Virtual Neonatal Follow Up Model for 2021.

Neonatal follow-up has long focused on a model of surveillance and identification of short-term outcomes. This model has long become outdated, with evidence documenting the need for longer follow-up with known school-based challenges and significant gaps in knowledge by educators. This article reviews the history of neonatal follow-up and demonstrates a novel approach to neonatal follow-up, built largely with a hybrid virtual platform, which then became essential with the declaration of the pandemic in 2020.

Effect of WeChat group management on blood pressure control rate and drug compliance of hypertension patients during the epidemic of coronavirus disease 2019.

Objective To explore the effect of WeChat group management on blood pressure control rate and drug compliance of hypertension patients during the epidemic of coronavirus disease 2019 (COVID-19) . Methods A total of 428 consecutive patients with essential hypertension in our outpatient department from Jan. 2020 to Dec. 2020 were enrolled and randomly divided into experimental group and control group with a ratio of 1 : 1. There were 214 patients in the experimental group, 110 males and 104 females, with an average age of (55.48+/-6.11) years. There were 214 cases in the control group, 108 males and 106 females, with an average age of (56.52+/-5.19) years. WeChat groups were established for the 2 groups separately. Information on education, supervised medication and lifestyle of hypertension was provided to the patients in the experimental group through WeChat, while no active intervention was given to the control group. The blood pressure control rate and medication possession ratio (MPR) were calculated at 1, 3, 6 and 12 months of intervention, and the differences between the 2 groups were compared. Results There were no significant differences in the blood pressure control rate (91.12%195/214 vs 90.65% 194/214, 86.67%182/210vs 89.62%190/212or MPR (0.90+/-0.03 vs 0.90+/-0.05, 0.85+/-0.04 vs 0.88+/-0.03) between the 2 groups at 1 or 3 months of intervention (all P>0.05). At 6 and 12 months, the blood pressure control rate (81.73%170/208vs 88.57%186/210,75.12%154/205vs 85.99%178/207) and MPR (0.74+/-0.04 vs 0.87+/-0.05, 0.58+/-0.05 vs 0.85+/-0.03) of patients in the experimental group were significantly higher than those in the control group (all P<0.05). Conclusion During the COVID-19 epidemic, WeChat group management of hypertension patients by doctors could improve patients' blood pressure control rate and drug compliance and strengthen patients' self-management ability.Copyright © 2022, Second Military Medical University Press. All rights reserved.

Readwell: A Book Recommender Android Application with a Point-of-Sales System

The COVID-19 pandemic has given people much free time. With this, the researchers want to encourage these people to read instead of scrolling through social media. A barrier to reading for many people is not knowing what to read and disinterest in popular books that they would find when they search online. The existing websites that encourage book reading rely on social networking for their recommendations, while the collaborative filtering algorithms applied to books do not exist in the mobile application form. Readwell is a book recommender Android app with a Point-of-Sales System created using Java, Python, and SQLite databases. The information regarding the books was web scraped from the Goodreads website. It aims to apply the more efficient collaborative filtering algorithm to an accessible mobile application that allows users to directly buy the books they are interested in, thus encouraging the reading and buying of books. The researchers created unit test cases to validate the different functionalities of the application. © 2022 IEEE.

How Trust in Authority and Trust in Networks Relates to Verification and Sharing Behaviours: COVID-19 Health Information Sharing on WhatsApp

Messaging platforms like WhatsApp are some of the largest contributors to the spread of Covid-19 health misinformation but they also play a critical role in disseminating credible information and reaching populations at scale. This study explores the relationships between verification behaviours and intention to share information to users that report high trust in their personal network and users that report high trust in authoritative sources. The study was conducted as a survey delivered through WhatsApp to users of the WHO HealthAlert chatbot service. An adapted theoretical model from news verification behaviours was used to determine the correlation between the constructs. Due to an excellent response, 5477 usable responses were obtained, so the adapted research model could be tested by means of a Structural Equation Model (SEM) using the partial least squares algorithm on SmartPLS4. The findings suggest significant correlations between the constructs and suggest that participants that have reported high levels of trust in authoritative sources are less likely to share information due to their increased behaviours to verify information. © 2023 IEEE.

COVID-19 Vaccine: Knowledge and Acceptance among Obstetric Population in Garhwal Region of Uttarakhand

Background: Coronavirus disease-2019 (COVID-19) poses expectant mothers to a higher risk of serious complications and mortality. Following a risk-benefit review, a number of governmental and professional bodies from across the globe recently approved the COVID-19 vaccination during pregnancy. Aim(s): This study aimed to investigate knowledge, actual acceptance, and concerns about the COVID-19 vaccine among the obstetric population. Material(s) and Method(s): Participants were selected from among the expecting women who came for antenatal checkup during the study period (October 1, 2021-November 30, 2021). About 150 pregnant women who met the inclusion criteria and consented were recruited into the study. Data related to socio-demographic and clinical characteristics as well as knowledge, actual acceptance, and concerns about COVID-19 vaccine were collected through in-person interviews using a prestructured questionnaire. The SPSS version 23 was used to analyze data. The association between the attitude (acceptance and hesitance) of participants toward the COVID-19 vaccine and their sociodemographic and clinical profile was found by Fisher's exact test. Result(s): The actual acceptance of the COVID-19 vaccine among expecting women was 52.0%. The primary motive for accepting COVID-19 immunization was to protect the fetus, followed by the protection of one's own health. A significant association was found between COVID-19 vaccine acceptance and the level of education, socio-economic status, and presence of comorbidities. The leading causes for vaccine reluctance were concerns about the efficacy and safety of the vaccines and lack of awareness about their usage during pregnancy. Conclusion(s): Multifaceted activities are required to promote the effectiveness and safety profile of the COVID-19 vaccine as well as disseminate knowledge about its usage during pregnancy. Clinical significance: Unlike numerous other studies that have investigated the accepting attitude only, the present one has investigated the actual COVID-19 vaccine uptake among the obstetric population.Copyright © The Author(s).

The evaluation of telemedicine-online health services during Covid-19 in Turkey private hospitals: Thematic analysis

Aim: With the Covid-19 outbreak, it has been observed that people wanted to receive healthcare services remotely. In other words, people wanted to reach healthcare services or healthcare professionals from their homes without going to the hospital. Thus, this study aimed to determine how telemedicine-online health services of private hospitals are handled on websites and social media channels. Material(s) and Method(s): Data was collected by conducting qualitative content analysis to the websites and corporate social media of hospitals in Istanbul, the city where the most private hospitals in Turkey are located. Overall, 608 data from 76 hospitals were analysed using the thematic analysis method. Result(s): When the analysis of the information was received a total of 8 themes emerged. These were divided into thematic codes as the telemedicine-online health service status, including the number of hospital beds, the content of written, visuals etc. posts, features of the branches of the application and details of other online health services. Discussion(s): The use of telemedicine-online health services in private hospitals is found to be at the initial stage and written and visual posts are insufficient. The information collected can help determine the current situation and contribute to private hospitals when determining new strategies.Copyright © 2021, Derman Medical Publishing. All rights reserved.

Mental disorders during the pandemic of a new coronavirus infection: causes and predisposing factors.

Objective: to study the causes and predictors of mental disorders during the COVID-19 epidemic in those who turned to psychiatrist for the first time, as well as in patients with already diagnosed mental illness. Patients and methods. We examined 100 patients who turned to a psychiatrist due to a deterioration in their mental state during the pandemic, 50 patients were newly diagnosed (Group 1) and 50 with previously diagnosed mental disorders (Group 2). The study was carried out by a clinical method using a specially designed map, followed by statistical processing of the obtained data. Results and discussion. Mental disorders caused by the COVID-19 pandemic more often occurred at a young age, in patients with higher and secondary specialized education, and in single patients. In the 1st group, as a result of exposure to psychogenic factors (the influence of the media, quarantine, economic changes), anxiety (36.8%) and depressive (21.1%) disorders occurred more often, and after the coronavirus infection, depressive disorders were in the first place (54.2%). The 2nd group mostly included patients with endogenous disorders (bipolar affective disorder - 24%, recurrent depressive disorder - 20%, schizophrenia - 20%), which were exacerbated more often as a result of COVID-19, to a lesser extent - psychogenic (experiences associated with a change in material status and illness of relatives). Obsessive-compulsive disorder, generalized anxiety disorder, somatoform disorders have been associated with epidemic factors. Conclusion. The results obtained indicate that there are differences between the mental disorders that first appeared during the pandemic and the exacerbations of the condition in mentally ill patients, which relate to the predictors, causes and clinical manifestations of these disorders.Copyright © 2022 Ima-Press Publishing House. All rights reserved.

A qualitative study exploring how youth use TikTok to learn about mental health and mental health services in British Columbia, Canada

Aims: Youth are increasingly seeking health information through online platforms, such as websites, social media, and online forums. TikTok emerged as a popular platform for disseminating and consuming health information during the COVID-19 pandemic. As such, this study aimed to explore how youth used TikTok to access information about mental health and mental health services during the pandemic. Method(s): Twenty-one interviews were conducted over Zoom with youth (ages 12-24) who lived in British Columbia, Canada and had accessed TikTok for mental health information during the pandemic. Interviews were audio-recorded, transcribed verbatim, and analysed thematically using an inductive approach. Result(s): Youth described TikTok as a safe place to talk about mental health and share personal experiences. This helped youth feel less alone with their struggles and facilitated conversations about mental health with friends, family, and service providers. Participants also described how mental health content on TikTok helped them be more mindful of their own mental health and the different resources and coping strategies available and encouraged them to seek services. For those hesitant or unable to access services, TikTok provided immediate support. Youth appreciated the ease of accessing this information, given the platform's engaging and digestible format (i.e., short videos) and predictive nature of its algorithm. However, participants expressed concerns with the spread of misinformation and the lack of verifiable information on the platform. Conclusion(s): TikTok is as a practical platform to disseminate mental health information to youth. However, efforts to establish strategies for preventing and reporting misinformation are warranted.