scholarly journals Top Concerns of Tweeters During the COVID-19 Pandemic: Infoveillance Study (Preprint)

2020 ◽  
Author(s):  
Alaa Abd-Alrazaq ◽  
Dari Alhuwail ◽  
Mowafa Househ ◽  
Mounir Hamdi ◽  
Zubair Shah
Keyword(s):  
Public Health ◽  
Health Care ◽  
Social Media ◽  
Latent Dirichlet Allocation ◽  
Well Being ◽  
Crisis Response ◽  
Economic Losses ◽  
Surveillance Systems ◽  
Health Crisis ◽  
The Mean

BACKGROUND The recent coronavirus disease (COVID-19) pandemic is taking a toll on the world’s health care infrastructure as well as the social, economic, and psychological well-being of humanity. Individuals, organizations, and governments are using social media to communicate with each other on a number of issues relating to the COVID-19 pandemic. Not much is known about the topics being shared on social media platforms relating to COVID-19. Analyzing such information can help policy makers and health care organizations assess the needs of their stakeholders and address them appropriately. OBJECTIVE This study aims to identify the main topics posted by Twitter users related to the COVID-19 pandemic. METHODS Leveraging a set of tools (Twitter’s search application programming interface (API), Tweepy Python library, and PostgreSQL database) and using a set of predefined search terms (“corona,” “2019-nCov,” and “COVID-19”), we extracted the text and metadata (number of likes and retweets, and user profile information including the number of followers) of public English language tweets from February 2, 2020, to March 15, 2020. We analyzed the collected tweets using word frequencies of single (unigrams) and double words (bigrams). We leveraged latent Dirichlet allocation for topic modeling to identify topics discussed in the tweets. We also performed sentiment analysis and extracted the mean number of retweets, likes, and followers for each topic and calculated the interaction rate per topic. RESULTS Out of approximately 2.8 million tweets included, 167,073 unique tweets from 160,829 unique users met the inclusion criteria. Our analysis identified 12 topics, which were grouped into four main themes: origin of the virus; its sources; its impact on people, countries, and the economy; and ways of mitigating the risk of infection. The mean sentiment was positive for 10 topics and negative for 2 topics (deaths caused by COVID-19 and increased racism). The mean for tweet topics of account followers ranged from 2722 (increased racism) to 13,413 (economic losses). The highest mean of likes for the tweets was 15.4 (economic loss), while the lowest was 3.94 (travel bans and warnings). CONCLUSIONS Public health crisis response activities on the ground and online are becoming increasingly simultaneous and intertwined. Social media provides an opportunity to directly communicate health information to the public. Health systems should work on building national and international disease detection and surveillance systems through monitoring social media. There is also a need for a more proactive and agile public health presence on social media to combat the spread of fake news.

scholarly journals Top Concerns of Tweeters During the COVID-19 Pandemic: Infoveillance Study

10.2196/19016 ◽  
2020 ◽  
Vol 22 (4) ◽  
pp. e19016 ◽  
Author(s):  
Alaa Abd-Alrazaq ◽  
Dari Alhuwail ◽  
Mowafa Househ ◽  
Mounir Hamdi ◽  
Zubair Shah
Keyword(s):  
Public Health ◽  
Health Care ◽  
Social Media ◽  
Latent Dirichlet Allocation ◽  
Well Being ◽  
Crisis Response ◽  
Economic Losses ◽  
Surveillance Systems ◽  
Health Crisis ◽  
The Mean

Background The recent coronavirus disease (COVID-19) pandemic is taking a toll on the world’s health care infrastructure as well as the social, economic, and psychological well-being of humanity. Individuals, organizations, and governments are using social media to communicate with each other on a number of issues relating to the COVID-19 pandemic. Not much is known about the topics being shared on social media platforms relating to COVID-19. Analyzing such information can help policy makers and health care organizations assess the needs of their stakeholders and address them appropriately. Objective This study aims to identify the main topics posted by Twitter users related to the COVID-19 pandemic. Methods Leveraging a set of tools (Twitter’s search application programming interface (API), Tweepy Python library, and PostgreSQL database) and using a set of predefined search terms (“corona,” “2019-nCov,” and “COVID-19”), we extracted the text and metadata (number of likes and retweets, and user profile information including the number of followers) of public English language tweets from February 2, 2020, to March 15, 2020. We analyzed the collected tweets using word frequencies of single (unigrams) and double words (bigrams). We leveraged latent Dirichlet allocation for topic modeling to identify topics discussed in the tweets. We also performed sentiment analysis and extracted the mean number of retweets, likes, and followers for each topic and calculated the interaction rate per topic. Results Out of approximately 2.8 million tweets included, 167,073 unique tweets from 160,829 unique users met the inclusion criteria. Our analysis identified 12 topics, which were grouped into four main themes: origin of the virus; its sources; its impact on people, countries, and the economy; and ways of mitigating the risk of infection. The mean sentiment was positive for 10 topics and negative for 2 topics (deaths caused by COVID-19 and increased racism). The mean for tweet topics of account followers ranged from 2722 (increased racism) to 13,413 (economic losses). The highest mean of likes for the tweets was 15.4 (economic loss), while the lowest was 3.94 (travel bans and warnings). Conclusions Public health crisis response activities on the ground and online are becoming increasingly simultaneous and intertwined. Social media provides an opportunity to directly communicate health information to the public. Health systems should work on building national and international disease detection and surveillance systems through monitoring social media. There is also a need for a more proactive and agile public health presence on social media to combat the spread of fake news.

scholarly journals Social Media Surveillance in Schools: Rethinking Public Health Interventions in the Digital Age (Preprint)

2020 ◽  
Author(s):  
Colin Burke ◽  
Cinnamon Bloss
Keyword(s):  
Public Health ◽  
Social Media ◽  
New Technologies ◽  
Well Being ◽  
Surveillance Systems ◽  
Health Issues ◽  
Private Companies ◽  
Digital Surveillance ◽  
Safety And Health ◽  
Student Safety

UNSTRUCTURED Growing public concern about student safety and well-being has led schools and school districts to contract private companies to implement new technologies that target and surveil students’ activity on social media websites. Although innovative solutions for addressing student safety and health are needed, it is unclear whether the implementation of social media surveillance in schools is an effective strategy. Currently, there is no evidence to support the claims made by social media surveillance companies, as well as the schools that hire them, that these technologies can address the myriad of public health issues facing today’s students. Instead, these digital surveillance systems may only serve to exacerbate the problems that youth—especially those from historically marginalized groups—already face.

scholarly journals Social Media Surveillance in Schools: Rethinking Public Health Interventions in the Digital Age

10.2196/22612 ◽  
2020 ◽  
Vol 22 (11) ◽  
pp. e22612
Author(s):  
Colin Burke ◽  
Cinnamon Bloss
Keyword(s):  
Public Health ◽  
Social Media ◽  
New Technologies ◽  
Well Being ◽  
Surveillance Systems ◽  
Health Issues ◽  
Private Companies ◽  
Digital Surveillance ◽  
Safety And Health ◽  
Student Safety

Growing public concern about student safety and well-being has led schools and school districts to contract private companies to implement new technologies that target and surveil students’ activity on social media websites. Although innovative solutions for addressing student safety and health are needed, it is unclear whether the implementation of social media surveillance in schools is an effective strategy. Currently, there is no evidence to support the claims made by social media surveillance companies, as well as the schools that hire them, that these technologies can address the myriad of public health issues facing today’s students. Instead, these digital surveillance systems may only serve to exacerbate the problems that youth—especially those from historically marginalized groups—already face.

Eating NAFTA

2018 ◽  
Author(s):  
Alyshia Gálvez
Keyword(s):  
Public Health ◽  
Chronic Disease ◽  
Low Income ◽  
Food System ◽  
Dietary Habits ◽  
Trade Agreement ◽  
Well Being ◽  
Health Crisis ◽  
The North ◽  
The World

In the two decades since the North American Free Trade Agreement (NAFTA) went into effect, Mexico has seen an epidemic of diet-related illness. While globalization has been associated with an increase in chronic disease around the world, in Mexico, the speed and scope of the rise has been called a public health emergency. The shift in Mexican foodways is happening at a moment when the country’s ancestral cuisine is now more popular and appreciated around the world than ever. What does it mean for their health and well-being when many Mexicans eat fewer tortillas and more instant noodles, while global elites demand tacos made with handmade corn tortillas? This book examines the transformation of the Mexican food system since NAFTA and how it has made it harder for people to eat as they once did. The book contextualizes NAFTA within Mexico’s approach to economic development since the Revolution, noticing the role envisioned for rural and low-income people in the path to modernization. Examination of anti-poverty and public health policies in Mexico reveal how it has become easier for people to consume processed foods and beverages, even when to do so can be harmful to health. The book critiques Mexico’s strategy for addressing the public health crisis generated by rising rates of chronic disease for blaming the dietary habits of those whose lives have been upended by the economic and political shifts of NAFTA.

Examining the accuracy of estimated smartphone use: How well-being and usage level predict discrepancies between estimated and actual use

2019 ◽  
Author(s):  
Craig Sewall ◽  
Daniel Rosen ◽  
Todd M. Bear
Keyword(s):  
Public Health ◽  
Social Media ◽  
Life Satisfaction ◽  
Mobile Device ◽  
Screen Time ◽  
Well Being ◽  
Actual Use ◽  
Smartphone Use ◽  
Usage Level

The increasing ubiquity of mobile device and social media (SM) use has generated a substantial amount of research examining how these phenomena may impact public health. Prior studies have found that mobile device and SM use are associated with various aspects of well-being. However, a large portion of these studies relied upon self-reported estimates to measure amount of use, which can be inaccurate. Utilizing Apple’s “Screen Time” application to obtain actual iPhone and SM use data, the current study examined the accuracy of self-reported estimates, how inaccuracies bias relationships between use and well-being (depression, loneliness, and life satisfaction), and the degree to which inaccuracies were predicted by levels of well-being. Among a sample of 393 iPhone users, we found that: a.) participants misestimated their weekly overall iPhone and SM use by 22.1 and 16.6 hours, respectively; b.) the correlations between estimated use and well-being variables were consistently stronger than the correlations between actual use and well-being variables; and c.) the amount of inaccuracy in estimated use is associated with levels of participant well-being as well as amount of use. These findings suggest that estimates of device/SM use may be biased by factors that are fundamental to the relationships being investigated. **This manuscript is currently under review**

scholarly journals “At Least until the Second Wave Comes…”: A Twitter Analysis of the NHS and COVID-19 between March and June 2020

2021 ◽  
Vol 18 (8) ◽  
pp. 3943
Author(s):  
Kathy McKay ◽  
Sarah Wayland ◽  
David Ferguson ◽  
Jane Petty ◽  
Eilis Kennedy
Keyword(s):  
Health Care ◽  
Social Media ◽  
Content Analysis ◽  
Well Being ◽  
Profound Impact ◽  
Time Period ◽  
Twitter Analysis ◽  
The Uk ◽  
Media Narratives ◽  
Second Wave

In the UK, tweets around COVID-19 and health care have primarily focused on the NHS. Recent research has identified that the psychological well-being of NHS staff has been adversely impacted as a result of the COVID-19 pandemic. The aim of this study was to investigate narratives relating to the NHS and COVID-19 during the first lockdown (26 March–4 July 2020). A total of 123,880 tweets were collated and downloaded bound to the time period of the first lockdown in order to analyse the real-time discourse around COVID-19 and the NHS. Content analysis was undertaken and tweets were coded to positive and negative sentiments. Five main themes were identified: (1) the dichotomies of ‘clap for carers’; (2) problems with PPE and testing; (3) peaks of anger; (4) issues around hero worship; and (5) hints of a normality. Further research exploring and documenting social media narratives around COVID-19 and the NHS, in this and subsequent lockdowns, should help in tailoring suitable support for staff in the future and acknowledging the profound impact that the pandemic has had.

Older adults’ philanthropic crafting of face masks during COVID-19

2021 ◽  
Vol 12 (2) ◽  
pp. 223-245 ◽  
Author(s):  
Christine Guy Schnittka
Keyword(s):  
Older Adults ◽  
Health Care ◽  
Social Media ◽  
Virtual Community ◽  
Well Being ◽  
Moral Values ◽  
Lessons Learned ◽  
Front Line ◽  
Social Media Platforms ◽  
Front Line Workers

During the early months of the COVID-19 pandemic, people of all ages began sewing fabric face masks. Organized through separate grassroots movements, oftentimes using social media platforms, people pooled their resources to make masks for front line workers and others in desperate need. While some people sold these face masks, many participated in philanthropic crafting, donating them to hospitals and other health care centres. Older adults were identified early on as being particularly vulnerable to the effects of the virus, and so their response to mitigate the impacts of the pandemic through crafting was salient. This study investigated the experience of philanthropic hand crafting by older adults who were living through the COVID-19 pandemic. Twenty-seven older adults of age 60–87 who sewed masks for others were interviewed. A comprehensive data analysis of these interviews yielded 39 descriptive codes that were collapsed into eight themes: emotions, engagement, meaning, relationships, accomplishment, intellect, moral values and agency. One finding was that there were psychological, relational and existential benefits for the crafters. Making masks allowed participants to help other people, and it gave the participants a feeling of value, worthiness and purpose. Additionally, participants felt more in control in a chaotic world as they made masks to protect themselves, their loved ones, as well as strangers. The philanthropic crafting enhanced older adults’ well-being in many ways, and lessons learned from this study could be extended into ‘normal times’. For example, more older adults would be able to participate in craft-based philanthropy if they had access to the tools and materials. They would be more motivated if they received thank you notes and pictures of the recipients using their handmade gifts, and if they could express their creativity more. Finally, creating a physical or virtual community for older adults around craft philanthropy would help older adults feel more connected to and supported by their peers, and the community at large.

scholarly journals COVID-19 as an “Infodemic” in Public Health: Critical Role of the Social Media

2021 ◽  
Vol 9 ◽  
Author(s):  
Debanjan Banerjee ◽  
K. S. Meena
Keyword(s):  
Public Health ◽  
Social Media ◽  
Critical Role ◽  
Global Public Health ◽  
Sources Of Information ◽  
Multiple Sources ◽  
Health Crisis ◽  
Digital Platforms ◽  
The Impact

The Coronavirus disease 2019 (COVID-19) pandemic has emerged as a significant and global public health crisis. Besides the rising number of cases and fatalities, the outbreak has also affected economies, employment and policies alike. As billions are being isolated at their homes to contain the infection, the uncertainty gives rise to mass hysteria and panic. Amidst this, there has been a hidden epidemic of “information” that makes COVID-19 stand out as a “digital infodemic” from the earlier outbreaks. Repeated and detailed content about the virus, geographical statistics, and multiple sources of information can all lead to chronic stress and confusion at times of crisis. Added to this is the plethora of misinformation, rumor and conspiracy theories circulating every day. With increased digitalization, media penetration has increased with a more significant number of people aiding in the “information pollution.” In this article, we glance at the unique evolution of COVID-19 as an “infodemic” in the hands of social media and the impact it had on its spread and public reaction. We then look at the ways forward in which the role of social media (as well as other digital platforms) can be integrated into social and public health, for a better symbiosis, “digital balance” and pandemic preparedness for the ongoing crisis and the future.

scholarly journals A Men Who Have Sex With Men–Friendly Doctor Finder Hackathon in Guangzhou, China: Development of a Mobile Health Intervention to Enhance Health Care Utilization (Preprint)

2019 ◽  
Author(s):  
Chunyan Li ◽  
Yuan Xiong ◽  
Hao Fong Sit ◽  
Weiming Tang ◽  
Brian J Hall ◽  
...  
Keyword(s):  
Public Health ◽  
Health Care ◽  
Social Media ◽  
Social Networking ◽  
Computer Science ◽  
Mobile Health ◽  
Clinical Medicine ◽  
Web Based ◽  
Mhealth Intervention ◽  
Sex With Men

BACKGROUND Mobile health (mHeath)–based HIV and sexual health promotion among men who have sex with men (MSM) is feasible in low- and middle-income settings. However, many currently available mHealth tools on the market were developed by the private sector for profit and have limited input from MSM communities. OBJECTIVE A health hackathon is an intensive contest that brings together participants from multidisciplinary backgrounds to develop a proposed solution for a specific health issue within a short period. The purpose of this paper was to describe a hackathon event that aimed to develop an mHealth tool to enhance health care (specifically HIV prevention) utilization among Chinese MSM, summarize characteristics of the final prototypes, and discuss implications for future mHealth intervention development. METHODS The hackathon took place in Guangzhou, China. An open call for hackathon participants was advertised on 3 Chinese social media platforms, including Blued, a popular social networking app among MSM. All applicants completed a Web-based survey and were then scored. The top scoring applicants were grouped into teams based on their skills and content area expertise. Each team was allowed 1 month to prepare for the hackathon. The teams then came together in person with on-site expert mentorship for a 72-hour hackathon contest to develop and present mHealth prototype solutions. The judging panel included experts in psychology, public health, computer science, social media, clinical medicine, and MSM advocacy. The final prototypes were evaluated based on innovation, usability, and feasibility. RESULTS We received 92 applicants, and 38 of them were selected to attend the April 2019 hackathon. A total of 8 teams were formed, including expertise in computer science, user interface design, business or marketing, clinical medicine, and public health. Moreover, 24 participants self-identified as gay, and 3 participants self-identified as bisexual. All teams successfully developed a prototype tool. A total of 4 prototypes were designed as a mini program that could be embedded within a popular Chinese social networking app, and 3 prototypes were designed as stand-alone apps. Common prototype functions included Web-based physician searching based on one’s location (8 prototypes), health education (4 prototypes), Web-based health counseling with providers or lay health volunteers (6 prototypes), appointment scheduling (8 prototypes), and between-user communication (2 prototypes). All prototypes included strategies to ensure privacy protection for MSM users, and some prototypes offered strategies to ensure privacy of physicians. The selected prototypes are undergoing pilot testing. CONCLUSIONS This study demonstrated the feasibility and acceptability of using a hackathon to create mHealth intervention tools. This suggests a different pathway to developing mHealth interventions and could be relevant in other settings.

scholarly journals Efficacy of a brief online mindfulness-based intervention on the psychological well-being of health care professionals and trainees during the COVID-19 pandemic: A mixed method design

2021 ◽  
Vol 26 ◽  
Author(s):  
Iram Osman ◽  
Shaista Hamid ◽  
Veena S. Singaram
Keyword(s):  
South Africa ◽  
Health Care ◽  
Mixed Method ◽  
Health Professionals ◽  
Health Care Professionals ◽  
Well Being ◽  
Personal Accomplishment ◽  
Intervention Analysis ◽  
Health Crisis ◽  
The Impact

Background: During the coronavirus disease 2019 (COVID-19) pandemic, health professionals were pushed to the front line of a global health crisis unprepared and resource constrained, which affected their mental well-being.Aim: This study aimed to investigate the effectiveness of a brief online mindfulness-based intervention (MBI) on stress and burnout for health professionals training and working in South Africa during the COVID-19 crisis.Setting: The context of the study is the overburdened, under-resourced health care system in South Africa during a global pandemic.Methods: A mixed method framework was adopted for this study. The quantitative data was analysed using descriptive analysis and the participants’ qualitative experiences were interpreted using interpretative phenomenological analysis.Results: Forty-seven participants took part in this study. The study found a statistically significant (p 0.05) reduction in stress levels and emotional exhaustion as well as an increase in mindful awareness and feelings of personal accomplishment after the intervention. The participants’ shared experiences were analysed in two parts. The pre-intervention analysis presented with central themes of loss of control and a sense of powerlessness because of COVID-19. The post-intervention analysis comprised themes of a sense of acquired control and empowerment through increased mindfulness.Conclusions: The study found that a brief online MBI can be associated with reduced levels of stress and burnout as well as an increased sense of control and empowerment, felt both personally and professionally, during a global crisis.Contribution: The impact of an online MBI for health care professionals amidst a pandemic has not been previously documented.

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