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Identifying and Classifying COVID-19 Stigma on Social Media

Identifying and Classifying COVID-19 Stigma on Social Media PDF Author: Nancy Warren
Publisher: RTI Press
ISBN:
Category : Health & Fitness
Languages : en
Pages : 23

Book Description
Since the introduction of COVID-19 in early 2020, COVID-19 stigma has persisted on social media. Stigma, a social process where individuals or groups are labeled, stereotyped, and separated, can result in misinformation, discrimination, and violence. The body of research on COVID-19 stigma is growing, but addressing stigma on social media remains challenging because of the enormous volume and diversity of rapidly changing content. This three-part methodology offers a standardized approach for generating (1) a relevant and manageable social media sample for stigma identification and research, (2) a categorization process to organize the sample, and (3) a systematic coding method for classifying stigma within the sample. An application of the methodology generated a curated sample of 138,998 posts from Twitter and Reddit, organized according to key stigma domain, key terms, frequency of terms, and hashtag occurrence. A subset of 711 posts were selected for the content analysis and analyzed based on the key stigma domains, distinguishing between intentional and unintentional stigma. This methodology has the potential to facilitate comprehensive social media stigma research through simplified sample generation and stigma identification processes and offers the possibility of adaptation to address other types of social media stigma, beyond COVID-19.

Identifying and Classifying COVID-19 Stigma on Social Media

Identifying and Classifying COVID-19 Stigma on Social Media PDF Author: Nancy Warren
Publisher: RTI Press
ISBN:
Category : Health & Fitness
Languages : en
Pages : 23

Book Description
Since the introduction of COVID-19 in early 2020, COVID-19 stigma has persisted on social media. Stigma, a social process where individuals or groups are labeled, stereotyped, and separated, can result in misinformation, discrimination, and violence. The body of research on COVID-19 stigma is growing, but addressing stigma on social media remains challenging because of the enormous volume and diversity of rapidly changing content. This three-part methodology offers a standardized approach for generating (1) a relevant and manageable social media sample for stigma identification and research, (2) a categorization process to organize the sample, and (3) a systematic coding method for classifying stigma within the sample. An application of the methodology generated a curated sample of 138,998 posts from Twitter and Reddit, organized according to key stigma domain, key terms, frequency of terms, and hashtag occurrence. A subset of 711 posts were selected for the content analysis and analyzed based on the key stigma domains, distinguishing between intentional and unintentional stigma. This methodology has the potential to facilitate comprehensive social media stigma research through simplified sample generation and stigma identification processes and offers the possibility of adaptation to address other types of social media stigma, beyond COVID-19.

Communities in Action

Communities in Action PDF Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309452961
Category : Medical
Languages : en
Pages : 583

Book Description
In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.

Combating Online Hostile Posts in Regional Languages during Emergency Situation

Combating Online Hostile Posts in Regional Languages during Emergency Situation PDF Author: Tanmoy Chakraborty
Publisher: Springer Nature
ISBN: 3030736962
Category : Computers
Languages : en
Pages : 268

Book Description
This book constitutes selected and revised papers from the First International Workshop on Combating On​line Ho​st​ile Posts in ​Regional Languages dur​ing Emerge​ncy Si​tuation, CONSTRAINT 2021, Collocated with AAAI 2021, held as virtual event, in February 2021. The 14 full papers and 9 short papers presented were thoroughly reviewed and selected from 62 qualified submissions. The papers present interdisciplinary approaches on multilingual social media analytics and non-conventional ways of combating online hostile posts.

Communicating COVID-19

Communicating COVID-19 PDF Author: Monique Lewis
Publisher: Springer Nature
ISBN: 303079735X
Category : Social Science
Languages : en
Pages : 410

Book Description
This book explores communication during the first year of the COVID-19 pandemic. Featuring the work of leading communication scholars from around the world, it offers insights and analyses into how individuals, organisations, communities, and nations have grappled with understanding and responding to the pandemic that has rocked the world. The book examines the role of journalists and news media in constructing meanings about the pandemic, with chapters focusing on public interest journalism, health workers and imagined audiences in COVID-19 news. It considers public health responses in different countries, with chapters examining community-driven approaches, communication strategies of governments and political leaders, public health advocacy, and pandemic inequalities. The role of digital media and technology is also unravelled, including social media sharing of misinformation and memetic humour, crowdsourcing initiatives, the use of data in modelling, tracking and tracing, and strategies for managing uncertainties created in a pandemic.

Social Monitoring for Public Health

Social Monitoring for Public Health PDF Author: Michael J. Paul
Publisher: Morgan & Claypool Publishers
ISBN: 1681736101
Category : Computers
Languages : en
Pages : 188

Book Description
Public health thrives on high-quality evidence, yet acquiring meaningful data on a population remains a central challenge of public health research and practice. Social monitoring, the analysis of social media and other user-generated web data, has brought advances in the way we leverage population data to understand health. Social media offers advantages over traditional data sources, including real-time data availability, ease of access, and reduced cost. Social media allows us to ask, and answer, questions we never thought possible. This book presents an overview of the progress on uses of social monitoring to study public health over the past decade. We explain available data sources, common methods, and survey research on social monitoring in a wide range of public health areas. Our examples come from topics such as disease surveillance, behavioral medicine, and mental health, among others. We explore the limitations and concerns of these methods. Our survey of this exciting new field of data-driven research lays out future research directions.

Behavioural Public Policy

Behavioural Public Policy PDF Author: Adam Oliver
Publisher: Cambridge University Press
ISBN: 1107042631
Category : Business & Economics
Languages : en
Pages : 252

Book Description
In this accessible collection, leading academic economists, psychologists and philosophers apply behavioural economic findings to practical policy concerns.

Bullying and Emotional Abuse in the Workplace

Bullying and Emotional Abuse in the Workplace PDF Author: Stale Einarsen
Publisher: CRC Press
ISBN: 0203164660
Category : Psychology
Languages : en
Pages : 439

Book Description
Over the last decade or so research into bullying, emotional abuse and harassment at work, as distinct from harassment based on sex or race and primarily of a non-physical nature, has emerged as a new field of study. Two main academic streams have emerged: a European tradition applying the concept of 'mobbing' or 'bullying' and the American traditi

Social Isolation and Loneliness in Older Adults

Social Isolation and Loneliness in Older Adults PDF Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309671035
Category : Social Science
Languages : en
Pages : 317

Book Description
Social isolation and loneliness are serious yet underappreciated public health risks that affect a significant portion of the older adult population. Approximately one-quarter of community-dwelling Americans aged 65 and older are considered to be socially isolated, and a significant proportion of adults in the United States report feeling lonely. People who are 50 years of age or older are more likely to experience many of the risk factors that can cause or exacerbate social isolation or loneliness, such as living alone, the loss of family or friends, chronic illness, and sensory impairments. Over a life course, social isolation and loneliness may be episodic or chronic, depending upon an individual's circumstances and perceptions. A substantial body of evidence demonstrates that social isolation presents a major risk for premature mortality, comparable to other risk factors such as high blood pressure, smoking, or obesity. As older adults are particularly high-volume and high-frequency users of the health care system, there is an opportunity for health care professionals to identify, prevent, and mitigate the adverse health impacts of social isolation and loneliness in older adults. Social Isolation and Loneliness in Older Adults summarizes the evidence base and explores how social isolation and loneliness affect health and quality of life in adults aged 50 and older, particularly among low income, underserved, and vulnerable populations. This report makes recommendations specifically for clinical settings of health care to identify those who suffer the resultant negative health impacts of social isolation and loneliness and target interventions to improve their social conditions. Social Isolation and Loneliness in Older Adults considers clinical tools and methodologies, better education and training for the health care workforce, and dissemination and implementation that will be important for translating research into practice, especially as the evidence base for effective interventions continues to flourish.

Diagnostic and Statistical Manual of Mental Disorders (DSM-5)

Diagnostic and Statistical Manual of Mental Disorders (DSM-5) PDF Author: American Psychiatric Association
Publisher: American Psychiatric Publishing
ISBN: 9781955245180
Category :
Languages : en
Pages :

Book Description


Digital Responses to Covid-19

Digital Responses to Covid-19 PDF Author: Christian Hovestadt
Publisher: Springer Nature
ISBN: 3030666115
Category : Business & Economics
Languages : en
Pages : 156

Book Description
This book presents ten essays that examine the potential of digital responses to the COVID-19 pandemic. The essays explore new digital concepts for learning and teaching, provide an overview of organizational responses to the crisis through digital technologies, and examine digital solutions developed to manage the crisis. Scientists from many disciplines work together in the fight against the virus and its numerous consequences. This book explores how information systems researchers can contribute to these global efforts. The book will be of interest to researchers and scholars in the field of digital business and education.