The present volume undertakes socio-demographic analyses of four major topics surrounding the COVID-19 pandemic: Data Issues; Statistical Modeling; Analyses; and Policy Concerns. Regarding Data Issues, three chapters cover topics about obtaining reliable information; the production of summary statistics and using the geometric mean; and the importance of using a Demographic framework in better understanding the COVID-19 pandemic. Statistical modeling is a second topic, and is covered by three chapters. To begin with, one approach centers on modeling local areas. A second chapter discusses and provides a simple method for estimating the number of unconfirmed COVID-19 cases in a local area; a third chapter undertakes an examination of early warnings and responses. Analysis is a third topic and is covered by four chapters. The first chapter under this topic covers the effects of race and age on COVID-19. A second chapter examines the effects of COVID-19 on the broadband access and Census 2020 results for the Hopi and Lummi reservations. A third chapter examines the Black Lives Matters activism during the COVID-19 pandemic. A final chapter in this section examines the relative risk of dying from COVID-19 among those infected. A final topic focuses on policy issues. The first chapter under this topic examines partisan politics and COVID-19. A second chapter examines US policy and COVID-19 cases and deaths. A third chapter examines COVID-19 mortality rates and race-ethnic differences. A fourth chapter examines anti-Asian hate during the COVID-19 pandemic. A final chapter looks at America’s post-pandemic future.

This volume is an important contribution to our understanding of global pandemics in general and Covid-19 in particular. It brings together the reflections of leading social and political scientists who are interested in the implications and significance of the current crisis for politics and society. The chapters provide both analysis of the social and political dimensions of the Coronavirus pandemic and historical contextualization as well as perspectives beyond the crisis. The volume seeks to focus on Covid-19 not simply as the terrain of epidemiology or public health, but as raising fundamental questions about the nature of social, economic and political processes. The problems of contemporary societies have become intensified as a result of the pandemic. Understanding the pandemic is as much a sociological question as it is a biological one, since viral infections are transmitted through social interaction. In many ways, the pandemic poses fundamental existential as well as political questions about social life as well as exposing many of the inequalities in contemporary societies. As the chapters in this volume show, epidemiological issues and sociological problems are elucidated in many ways around the themes of power, politics, security, suffering, equality and justice. This is a cutting edge and accessible volume on the Covid-19 pandemic with chapters on topics such as the nature and limits of expertise, democratization, emergency government, digitalization, social justice, globalization, capitalist crisis, and the ecological crisis. Contents Notes on Contributors Preface Gerard Delanty 1. Introduction: The Pandemic in Historical and Global Context Part 1 Politics, Experts and the State Claus Offe 2. Corona Pandemic Policy: Exploratory Notes on its ‘Epistemic Regime’ Stephen Turner 3. The Naked State: What the Breakdown of Normality Reveals Jan Zielonka 4. Who Should be in Charge of Pandemics? Scientists or Politicians? Jonathan White 5. Emergency Europe after Covid-19 Daniel Innerarity 6. Political Decision-Making in a Pandemic Part 2 Globalization, History and the Future Helga Nowotny 7. In AI We Trust: How the COVID-19 Pandemic Pushes us Deeper into Digitalization Eva Horn 8. Tipping Points: The Anthropocene and COVID-19 Bryan S. Turner 9. The Political Theology of Covid-19: a Comparative History of Human Responses to Catastrophes Daniel Chernilo 10. Another Globalisation: Covid-19 and the Cosmopolitan Imagination Frédéric Vandenberghe & Jean-Francois Véran 11. The Pandemic as a Global Total Social Fact Part 3 The Social and Alternatives Sylvia Walby 12. Social Theory and COVID: Including Social Democracy Donatella della Porta 13. Progressive Social Movements, Democracy and the Pandemic Sonja Avlijaš 14. Security for Whom? Inequality and Human Dignity in Times of the Pandemic Albena Azmanova 15. Battlegrounds of Justice: The Pandemic and What Really Grieves the 99% Index

This volume is a collection of articles that examines how the COVID-19 pandemic affected and intersected with various Southeast Asian contexts in the broad areas of migration, education and demographic policy. At the height of the pandemic from 2020‒22, the resulting restrictions to international travel, ensuing nationwide lockdowns and eventual economic crises formed part of what many commentators referred to as a “new normal”. Apart from being a global health crisis, the pandemic disrupted and transformed the experience of everyday life at all levels of society, where many of its effects are now likely irreversible. In particular, the impact of the pandemic certainly affected the most vulnerable individuals and communities throughout the region, especially in countries that are experiencing rapid ageing such as Singapore and Thailand. Examples of the most affected include low-wage migrant workers, the disabled and the children of impoverished families. For many who were already living in a state of precarity, the structural “side-effects” of the pandemic were at times more deadly than the coronavirus itself as it often negatively impacted livelihood, social-emotional ties and overall well-being. At the same time, the “new normal” has further created conditions that raise the likelihood of occupational precarity even for long-term professionals within established fields like education. In other words, few experienced the COVID-19 pandemic without encountering both tangible and intangible challenges, regardless of where one was situated. Hence, by merging the theme of precarity with that of the pandemic’s undeniable and exacerbating effects, this volume hopes to establish a useful platform to reflect and learn from a range of scholarly views and to contribute to new knowledge and inform policymaking in Southeast Asian societies. "This volume is a collection of thoughtful scholarship that examines the challenges that have been made more acute by the COVID-19 pandemic among and between Southeast Asian populations. The chapters here consider how the global public health crisis and its policy responses have aggravated various forms of precarity that had taken root in pockets of Southeast Asian societies. While history will be the ultimate judge of the true social and cultural consequences of COVID-19 policy responses, Populations and Precarity during the COVID-19 Pandemic: Southeast Asian Perspectives is an urgent reminder that while the worst of the pandemic may be behind us, much more remains to be done to relieve the most vulnerable among our populations of a different kind of long COVID."--Associate Professor Lim Lee Ching, Dean of S R Nathan School of Human Development, Singapore University of Social Sciences "We have all witnessed the impact that the COVID-19 pandemic had on our daily lives. This was especially true in areas such as Southeast Asia where local and regional economies rely on the movement of workers, both skilled and unskilled. The compilation of chapters in this volume provides an interesting examination of the struggles faced by many in Southeast Asia during this difficult period. Readers will realize that what was merely an inconvenience for some people was life altering for others. I highly recommend reading this book to increase awareness of the hidden consequences of such global catastrophes and perhaps better prepare for the next global event. It is hoped that this collection will inspire actions to resolve some of the current issues faced by vulnerable populations."--Professor Gary La Point, Professor of Practice in Supply Chain, Whitman School of Management at Syracuse University "A fascinating book that provides an insightful analysis of the 'new normal' and the impacts of COVID-19 pandemic in key areas such as migration, housing, education, disaster management, and ageing in Southeast Asia. The book provides invaluable perspectives and knowledge for social policymakers and students in Southeast Asia and beyond." --Dr Sorasich Swangsilp, Director, Social Policy & Development (SPD) Programme (BA International Programme), Faculty of Social Administration, Thammasat University "Populations and Precarity during the COVID-19 Pandemic provides a timely addition to our understanding of how the pandemic disrupted key areas of everyday life in Southeast Asia, a multi-ethnic and complex region. Thematically diverse and empirically rich, this book is an interdisciplinary collaboration that deserves academic attention."--Professor Jongryul Choi, Chair of the Department of Sociology, Keimyung University, South Korea

Disease spread is in part a function of individual behavior. We examine the factors predicting individual behavior during the Covid-19 pandemic in the United States using novel data collected by Belot et al. (2020). Among other factors, we show that people with lower income, less flexible work arrangements (e.g., an inability to tele-work) and lack of outside space at home are less likely to engage in behaviors, such as social distancing, that limit the spread of disease. We also find evidence that region, gender and beliefs predict behavior. Broadly, our findings align with typical relationships between health and socio-economic status. Moreover, they suggest that the burden of measures designed to stem the pandemic are unevenly distributed across socio-demographic groups in ways that affect behavior and thus potentially the spread of illness. Policies that assume otherwise are unlikely to be effective or sustainable.

The World Health Organization declared COVID-19 a global pandemic in March 2020. Many countries and economies were greatly affected, including the United States of America. Many people were greatly affected causing them to go into critical care resulting in some eventual fatalities. Some of the factors that could have led to the widespread of infections can be attributed to the socio-demographic determinants, including gender, race/ethnicity, income, urban-rural location, access to healthcare and age. This study is aimed at exploring and examining patterns of COVID-19 infections by considering age, gender, health insurance coverage, race/ethnicity and income factors. Data from the Center for Disease Control (CDC), Department of Health and Human Services (HSS), the COVID tracking Project, and the U.S. Census Bureau (USCB) were used in this study. A Bayesian Conditional Autoregressive (CAR) model was used to explore the association between COVID-19 infection rates, hospitalizations and deaths, and socio-demographic variables using Open BUGS for the states of Ohio, Michigan and Kentucky. At the beginning of March 2020, the number of COVID-19 cases reported by the CDC for the USA was 123,498 infections.

The COVID-19 is a global pandemic and crisis of public health. Although studies investigate the spatial factors of COVID-19, most of them are based on the macro-level. There is a rising demand to examine the emerging patterns of socio-demographic and COVID-19, especially for preventing the second-peak of COVID-19 outbreaks. This study was based on the recent release of zip code level data of COVID-19 and explore spatial relationships between socio-demographics and COVID-19 density through ordinary least squares (OLS) and geographically weighted regression (GWR). OLS results indicate that rates of poverty, rates of African Americans, and rates of Hispania were influential factors. Results of GWR are complementary to the OLS results. They suggest that associations between socio-demographics and COVID-19 density should be various in different postal areas. We argued that socio-demographics could play significant roles in COVID-19 outbreaks, which may be evidence that socio-demographic disparities happened during the COVID-19 crisis. We suggested that policymakers work on implementations involving interventions and prevention based on different priority levels. Also, it may be more productive for policymakers to implement strategies depending on local situations instead of globally.

Geographical Weighted Regression (GWR) is a new local modelling technique for analysing spatial analysis. This technique allows local as opposed to global models of relationships to be measured and mapped. This is the first and only book on this technique, offering comprehensive coverage on this new 'hot' topic in spatial analysis. * Provides step-by-step examples of how to use the GWR model using data sets and examples on issues such as house price determinants, educational attainment levels and school performance statistics * Contains a broad discussion of and basic concepts on GWR through to ideas on statistical inference for GWR models * uniquely features accompanying author-written software that allows users to undertake sophisticated and complex forms of GWR within a user-friendly, Windows-based, front-end (see book for details).