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Social Capital and Subjective Well-Being: Insights from Cross-Cultural Studies (Societies and Political Orders in Transition)
by Anna Almakaeva Alejandro Moreno Rima WilkesThis book presents a cross-cultural investigation into the interplay between social capital and subjective well-being. Based on a quantitative analysis of the latest large-N cross-cultural data sets, including the World Value Survey and the European Social Survey, and covering various countries, it offers a comparative perspective on and new insights into the determinants of social capital and well-being. By identifying both universal and culture-specific patterns, the authors shed new light on the spatial and temporal differentiation of social capital and subjective well-being. The book is divided into two main parts: The first discusses mutual trust, religious and cultural tolerance, and pro-social and human values as essential dimensions of social capital. In turn, the second part studies social capital as a source of subjective well-being and life satisfaction. Given its scope, the book will appeal to scholars of sociology, social psychology, political science and economics seeking a deeper understanding of the multi-faceted nature of social capital and well-being.
Social, Cultural, and Behavioral Modeling: 17th International Conference, SBP-BRiMS 2024, Pittsburgh, PA, USA, September 18–20, 2024, Proceedings (Lecture Notes in Computer Science #14972)
by Robert Thomson Scott Renshaw Aryn Pyke Samer Al-Khateeb Annetta Burger Patrick Park Aravind HariharanThis book constitutes the proceedings of the 17th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2024, which was held in Pittsburgh, PA, USA, during September 18–20, 2024. The 24 full papers presented in this volume were carefully reviewed and selected from 54 submissions. They are grouped into the following topics: advancements in tools and theory; data-driven approaches.
Social Data Analytics
by Amin Beheshti Samira Ghodratnama Mehdi Elahi Helia FarhoodThis book is an introduction to social data analytics along with its challenges and opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on concepts, techniques and methods for organizing, curating, processing, analyzing, and visualizing big social data: from text to image and video analytics. It provides novel techniques in storytelling with social data to facilitate the knowledge and fact discovery. The book covers a large body of knowledge that will help practitioners and researchers in understanding the underlying concepts, problems, methods, tools and techniques involved in modern social data analytics. It also provides real-world applications of social data analytics, including: Sales and Marketing, Influence Maximization, Situational Awareness, customer success and Segmentation, and performance analysis of the industry. It provides a deep knowledge in social data analytics by comprehensively classifying the current state of research, by describing in-depth techniques and methods, and by highlighting future research directions. Lecturers will find a wealth of material to choose from for a variety of courses, ranging from undergraduate courses in data science to graduate courses in data analytics.
Social Demography of South Africa: Advances and Emerging Issues
by Clifford O. Odimegwu John KekovoleThis edited collection investigates what progress has been made in the field of social demography in South Africa since the democratic dispensation in the country. Contributors offer a compilation of in-depth analytical studies of substantive, technical and contemporary issues in the South African demographic landscape. Accessible and topical, it is a useful reference guide to those working in disciplines such as sociology, geography, statistics and economics, and to all those trying to understand the role of national statistical agency in national development planning in Africa. This book project is funded by Statistics South Africa, Pretoria, South Africa.
Social Design: Essays in Memory of Leonid Hurwicz (Studies in Economic Design)
by Walter TrockelThis book contains invited essays in memory of Leonid Hurwicz spanning a large area of economic, social and other sciences where the implementation or enforcement of institutions and rules requires the design of effective mechanisms. The foundations of these articles are set by social choice concepts; game theory; Nash, Bayesian and Walrasian equilibria; complete and incomplete information. Besides in-depth treatments of well-established parts of mechanism and implementation theory, contributions on novel directions deal, for instance, with a quantum approach to game and decision making under uncertainty; digitalization; and the design of block chain for trading. The outstanding competence and reputation of the authors reflect the appreciation of the fundamental contributions and the lasting admiration of the personality and the work of Leonid Hurwicz.
Social-Emotional Learning Through STEAM Projects, Grades 4-5
by Season MusseySocial-Emotional Learning Through STEAM Projects, Grades 4–5 helps educators target the development of social and emotional learning (SEL) competencies for high-ability learners through interdisciplinary, project-based inquiry. Aligned with STEAM content standards, each of the nine projects introduces students to a real-world problem through essential questions and the presentation of a primary source document. Both the content and the inquiry process support SEL competency development, from self-awareness to selfmanagement, social awareness, relationship skills, and responsible decision-making. As students work to understand and pose solutions to each problem, they gain the knowledge and practical skills needed to become more socially and emotionally competent individuals in their classroom communities.
The Social Epistemology of Experimental Economics (Routledge Advances In Experimental And Computable Economics Ser.)
by Ana Cordeiro dos SantosAny experimental field consists of preparing special conditions for examining interesting objects for research. So naturally, the particular ways in which scientists prepare their objects determine the kind and the content of knowledge produced. This book provides a framework for the analysis of experimental practices - the Social Epistemology of Experiment - that incorporates both the ‘material’ and the ‘social’ dimensions of knowledge production. The Social Epistemology of Experiment is applied to experimental economics and in so doing, it introduces the epistemic role of the participation of human subjects in experiments and the causal efficacy of institutions in constraining and enabling human behaviour. It also develops the role of the social and socially established practices in overcoming the methodological difficulties associated with experimenting with humans subjects in the social sciences as well as the effect of scientists’ interventions in the laboratory worlds. This book provides an historical and contextualized account of the emergence of experimental economics, the methodological discussions that have informed and constituted it, its main research programmes, and stylized facts. The analysis of its three main research programmes – market experiments, game theory experiments and individual decision-making experiments – shows how economics experiments are particularly tailored to produce knowledge about market institutions and individual behaviour in contexts where there might be conflicts of individual and social goals, and also about the processes of individual decision-making.
Social Exclusion in Later Life: Interdisciplinary and Policy Perspectives (International Perspectives on Aging #28)
by Kieran Walsh Thomas Scharf Sofie Van Regenmortel Anna WankaDrawing on interdisciplinary, cross-national perspectives, this open access book contributes to the development of a coherent scientific discourse on social exclusion of older people. The book considers five domains of exclusion (services; economic; social relations; civic and socio-cultural; and community and spatial domains), with three chapters dedicated to analysing different dimensions of each exclusion domain. The book also examines the interrelationships between different forms of exclusion, and how outcomes and processes of different kinds of exclusion can be related to one another. In doing so, major cross-cutting themes, such as rights and identity, inclusive service infrastructures, and displacement of marginalised older adult groups, are considered. Finally, in a series of chapters written by international policy stakeholders and policy researchers, the book analyses key policies relevant to social exclusion and older people, including debates linked to sustainable development, EU policy and social rights, welfare and pensions systems, and planning and development. The book’s approach helps to illuminate the comprehensive multidimensionality of social exclusion, and provides insight into the relative nature of disadvantage in later life. With 77 contributors working across 28 nations, the book presents a forward-looking research agenda for social exclusion amongst older people, and will be an important resource for students, researchers and policy stakeholders working on ageing.
Social Fitness and Resilience: A Review of Relevant Constructs, Measures, and Links to Well-Being
by Juliana McgeneOne of a series of reports designed to support Air Force leadership in promoting resilience among Airmen, its civilian employees, and Air Force family members, this report examines social fitness, or the combination of resources from social connections that influence how individuals respond to stressful circumstances. It assesses the current social fitness constructs and measures in scientific literature to identify methods of increasing social connectedness and support among U. S. Airmen and their families.
Social Inequality in Japan: Social Inequality In Japan (Nissan Institute/Routledge Japanese Studies)
by Sawako ShirahaseJapan was the first Asian country to become a mature industrial society, and throughout the 1970s and the 1980s, was viewed as an ‘all-middle-class society’. However since the 1990s there have been growing doubts as to the real degree of social equality in Japan, particularly in the context of dramatic demographic shifts as the population ages whilst fertility levels continue to fall. This book compares Japan with America, Britain, Italy, France, Germany, Sweden and Taiwan in order to determine whether inequality really is a social problem in Japan. With a focus on impact demographic shifts, Sawako Shirahase examines female labour market participation, income inequality among households with children, the state of the family, generational change, single person households and income distribution among the aged, and asks whether increasing inequality and is uniquely Japanese, or if it is a social problem common across all of the societies included in this study. Crucially, this book shows that Japan is distinctive not in terms of the degree of inequality in the society, but rather, in how acutely inequality is perceived. Further, the data shows that Japan differs from the other countries examined in terms of the gender gap in both the labour market and the family, and in inequality among single-person households – single men and women, including lifelong bachelors and spinsters – and also among single parent households, who pay a heavy price for having deviated from the expected pattern of life in Japan. Drawing on extensive empirical data, this book will be of great interest to students and scholars interested in Japanese culture and society, Japanese studies and social policy more generally.
Social Issues in China: Gender, Ethnicity, Labor, and the Environment
by Zhidong Hao Sheying ChenSince 1978, the opening up and reform in China has brought tremendous economic and social changes. While China's economic progress has been commendable, the social problems that go with economic changes have raised serious concerns. Some of those concerns are related to gender, ethnic, labor, and environmental issues. This book is about what has happened in these arenas in China since the opening up and reform in 1978. The study of gender, ethnicity, labor, and environment touches on some of the fundamental problems of modernization, especially the development of individuals and groups. So even though gender, ethnicity, labor, and environment seem to be separate issues, they are in fact related in some fundamental ways. That's what this book will explore as well. To understand is one thing and to do is another. This book also incorporates studies of NGO practices to see how NGOs have helped in transforming gender, ethnic, labor, and environment interplay. Our study of NGOs in helping improve such interplay sheds light on how specifically civil society can prod the state to transform social relations for the better. This book is an attempt to assess the changes, both positive and negative, in gender, ethnic, ethnic, and environmental relations in China especially in the past 30 years of opening up and reform, especially regarding national identity formation.
The Social Life of Biometrics
by George C GrinnellIn The Social Life of Biometrics, biometrics is loosely defined as a discrete technology of identification that associates physical features with a legal identity. Author George Grinnell considers the social and cultural life of biometrics by examining what it is asked to do, imagined to do, and its intended and unintended effects. As a human-focused account of technology, the book contends that biometrics needs to be understood as a mode of thought that informs how we live and understand one another; it is not simply a neutral technology of identification. Placing our biometric present in historical and cultural perspective, The Social Life of Biometrics examines a range of human experiences of biometrics. It features individual stories from locations as diverse as Turkey, Canada, Qatar, Six Nations territory in New York State, Iraq, the skies above New York City, a university campus and Nairobi to give cultural accounts of identification and look at the ongoing legacies of our biometric ambitions. It ends by considering the ethics surrounding biometrics and human identity, migration, movement, strangers, borders, and the nature of the body and its coherence. How has biometric thought structured ideas about borders, race, covered faces, migration, territory, citizenship, and international responsibility? What might happen if identity was less defined by the question of “who’s there?” and much more by the question “how do you live?”
Social Media Analysis for Event Detection (Lecture Notes in Social Networks)
by Tansel ÖzyerThis book includes chapters which discuss effective and efficient approaches in dealing with various aspects of social media analysis by using machine learning techniques from clustering to deep learning. A variety of theoretical aspects, application domains and case studies are covered to highlight how it is affordable to maximize the benefit of various applications from postings on social media platforms. Social media platforms have significantly influenced and reshaped various social aspects. They have set new means of communication and interaction between people, turning the whole world into a small village where people with internet connect can easily communicate without feeling any barriers. This has attracted the attention of researchers who have developed techniques and tools capable of studying various aspects of posts on social media platforms with main concentration on Twitter. This book addresses challenging applications in this dynamic domain where it is not possible to continue applying conventional techniques in studying social media postings. The content of this book helps the reader in developing own perspective about how to benefit from machine learning techniques in dealing with social media postings and how social media postings may directly influence various applications.
Social Media Communication Data for Recovery: Detecting Socio-Economic Activities Following a Disaster
by Yuya ShibuyaThis book explores the possibility of using social media data for detecting socio-economic recovery activities. In the last decade, there have been intensive research activities focusing on social media during and after disasters. This approach, which views people’s communication on social media as a sensor for real-time situations, has been widely adopted as the “people as sensor” approach. Furthermore, to improve recovery efforts after large-scale disasters, detecting communities’ real-time recovery situations is essential, since conventional socio-economic recovery indicators, such as governmental statistics, are not published in real time. Thanks to its timeliness, using social media data can fill the gap. Motivated by this possibility, this book especially focuses on the relationships between people’s communication on Twitter and Facebook pages, and socio-economic recovery activities as reflected in the used-car market data and the housing market data in the case of two major disasters: the Great East Japan Earthquake and Tsunami of 2011 and Hurricane Sandy in 2012. The book pursues an interdisciplinary approach, combining e.g. disaster recovery studies, crisis informatics, and economics. In terms of its contributions, firstly, the book sheds light on the “people as sensors” approach for detecting socio-economic recovery activities, which has not been thoroughly studied to date but has the potential to improve situation awareness during the recovery phase. Secondly, the book proposes new socio-economic recovery indicators: used-car market data and housing market data. Thirdly, in the context of using social media during the recovery phase, the results demonstrate the importance of distinguishing between social media data posted both by people who are at or near disaster-stricken areas and by those who are farther away.
Social Media, Sociality, and Survey Research
by Craig A. Hill Elizabeth Dean Joe MurphyProvides the knowledge and tools needed for the future of survey researchThe survey research discipline faces unprecedented challenges, such as falling response rates, inadequate sampling frames, and antiquated approaches and tools. Addressing this changing landscape, Social Media, Sociality, and Survey Research introduces readers to a multitude of new techniques in data collection in one of the fastest developing areas of survey research.The book is organized around the central idea of a "sociality hierarchy" in social media interactions, comprised of three levels: broadcast, conversational, and community based. Social Media, Sociality, and Survey Research offers balanced coverage of the theory and practice of traditional survey research, while providing a conceptual framework for the opportunities social media platforms allow. Demonstrating varying perspectives and approaches to working with social media, the book features:New ways to approach data collection using platforms such as Facebook and TwitterAlternate methods for reaching out to interview subjectsDesign features that encourage participation with engaging, interactive surveysSocial Media, Sociality, and Survey Research is an important resource for survey researchers, market researchers, and practitioners who collect and analyze data in order to identify trends and draw reliable conclusions in the areas of business, sociology, psychology, and population studies. The book is also a useful text for upper-undergraduate and graduate-level courses on survey methodology and market research.
Social Network Analysis in Action: Basic Methods and Applications (Lecture Notes in Social Networks)
by Song YangThis book offers a balanced view between a basic introduction of Social Network Analysis (SNA) in its methods and application, and advanced topics of data mining techniques and the subsequent SNA analyses. The book stands out as uniquely important contribution to the SNA field because it moves beyond the stage of basic SNA methods. It describes data mining techniques, introducing an online discourse collection platform, ICAS, which is developed by an interdisciplinary team involving Sociologists and Computer Engineer teams with supports of NSF funds.Targeted audiences of this book are students and scholars interested in using SNA techniques to advance their analytics of their respective research areas. This book provides particular utilities to students at the beginner stage of learning SNA basics, and those in their intermediary careers looking to advance their knowledges of what SNA has to offer. The unique features of this book lie in its descriptions of data mining techniques, data processing, and data analytics. The discussions of an online discourse network platform and data processing capabilities present tremendous benefits to those who aspire to mine the massive data of online social networking.
Social Networks and their Economics: Influencing Consumer Choice
by Daniel BirkeReveals how consumer choice can be better understood and influenced using social networks analysis (SNA) Intuitively, we all appreciate that we can be influenced by our friends and peers in what we do, how we behave, and what products we consume. Until recently, it has been difficult to measure this interdependence, mainly because data on social networks was difficult to collect and not readily available. More and more companies such as mobile phone carriers or social networking sites such as Facebook are collecting such data electronically. Daniel Birke illustrates in compelling real-world case studies how companies use social networks for marketing purposes and which statistical analysis and unique datasets can be used. Social Networks and their Economics: Explores network effects and the analysis of social networks, whilst providing an overview of the state-of-the art research. Looks at consumption interdependences between friends and peers: Who is influencing who through which channels and to what degree? Presents statistical methods and research techniques that can be used in the analysis of social networks. Examines SNA and its practical application for marketing purposes. Features a supporting website www.wiley.com/go/social_networks featuring SNA visualizations and business case studies. Aimed at post-graduate students involved in social network analysis, industrial economics, innovation and consumer marketing, this book offers a unique perspective from both an academic and practitioner point of view on how social networks can help understand and influence consumer behaviour. This book will prove to be a useful resource for marketing practitioners from companies where social network data is available and for consulting companies who advise businesses on marketing and social media related issues.
Social Networks with Rich Edge Semantics (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
by Quan Zheng David SkillicornSocial Networks with Rich Edge Semantics introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types of relationships, different strengths in the directions of a pair, positive and negative relationships, and relationships whose intensities change with time. For each possibility, the book shows how to model the social network using spectral embedding. It also shows how to compose the techniques so that multiple edge semantics can be modeled together, and the modeling techniques are then applied to a range of datasets. Features Introduces the reader to difficulties with current social network analysis, and the need for richer representations of relationships among nodes, including accounting for intensity, direction, type, positive/negative, and changing intensities over time Presents a novel mechanism to allow social networks with qualitatively different kinds of relationships to be described and analyzed Includes extensions to the important technique of spectral embedding, shows that they are mathematically well motivated and proves that their results are appropriate Shows how to exploit embeddings to understand structures within social networks, including subgroups, positional significance, link or edge prediction, consistency of role in different contexts, and net flow of properties through a node Illustrates the use of the approach for real-world problems for online social networks, criminal and drug smuggling networks, and networks where the nodes are themselves groups Suitable for researchers and students in social network research, data science, statistical learning, and related areas, this book will help to provide a deeper understanding of real-world social networks.
Social Policy Reform in Hong Kong and Shanghai: A Tale of Two Cities (Hong Kong Becoming China Ser.)
by Linda Wong Lynn T. White, III Gui ShixunAs the richest cities in the world's most populous nation, Hong Kong and Shanghai have recently experienced dynamic growth spurred by more and better-managed capital. These cities also have social problems whose solutions will cost money. Their urban populations are aging. Health finance at the level these "First World" cities demand threatens to consume a large portion of the municipal budgets. Eldercare and social security are now less well covered by traditional Chinese families. Education has become more complex and public tuition, where it occurs, brings with it official plans for schools. Immigrants have flocked to Shanghai from inland China, and Hong Kong's border has become a protector of the former colony's high productivity jobs. Housing problems also have deeply affected both cities, albeit in somewhat different ways. This book provides a comprehensive overview of the similarities and differences between social policies in the two cities. Each chapter covers a different issue: health finance, housing, education, labor, poverty and social security, eldercare, and migration and competitiveness. The contributors explore pertinent developments in each city and analyze the similarities and differences between the two cities' approaches to social policies. They focus on policy reform and the interface between social policy and its environment. One main theme throughout the book is the extent to which spending for capital accumulation is in conflict with spending for social policies.
The Social, Political and Historical Contours of Deportation
by Matthew J. Gibney Emanuela Paoletti Bridget AndersonIn recent years states across the world have boosted their legal and institutional capacity to deport noncitizens residing on their territory, including failed asylum seekers, "illegal" migrants, and convicted criminals. Scholars have analyzed this development primarily through the lens of immigration control. Deportation has been viewed as one amongst a range of measures designed to control entrance, distinguished primarily by the fact that it is exercised inside the territory of the state. But deportation also has broader social and political effects. It provides a powerful way through which the state reminds noncitizens that their presence in the polity is contingent upon acceptable behavior. Furthermore, in liberal democratic states immunity from deportation is one of the key privileges that citizens enjoy that distinguishes them from permanent residents. This book examines the historical, institutional and social dimensions of the relationship between deportation and citizenship in liberal democracies. Contributions also include analysis of the formal and informal functions of administrative immigration detention, and the role of the European Parliament in the area of irregular immigration and borders. The book also develops an analytical framework that identifies and critically appraises grassroots and sub national responses to migration policy in liberal democratic societies, and considers how groups form after deportation and the employment of citizenship in this particular context, making it of interest to scholars and international policy makers alike. "It is commonly surmised that the increased flows of goods, ideas, finance and people are slowly leading to the dissolution of boundaries between nation-states. However, as the varied and excellent chapters in this collection demonstrate, the enforcement of state power through detention and deportation is still a real and growing feature of contemporary political life. Expulsion has always been a moral sanction (think of Adam and Eve being banished from the Garden of Eden or the ostracism directed against dissidents in ancient Athens, who were forced to leave for ten years). As the editors suggest, deportation remains a means of enforcing a normative order ('a community of values'), while the authors and editors of this book have expanded the subject-matter to include the deportees' perspectives and the effects of deportation on families, other potential victims and on those whose social inclusion has been affirmed by the exclusion of others. These studies will enrich and enlarge the study of the more naked forms of state power." - Robin Cohen, Professor Emeritus of Development Studies, University of Oxford "This wide-ranging, well-researched, and highly informative work is a major contribution to the growing body of scholarship examining the harsh consequences of deportation around the world. The editors have gathered an impressive group of scholars who craft an eclectic view of how deportation has evolved, what it may signify, and how it now works in various settings. With its inclusion of historical, institutional, comparative, and finely-textured, sensitive experiential studies, this book offers an important--if frequently distressing--overview of phenomena that deserve our full attention." - Daniel Kanstroom, Professor of Law and Director, International Human Rights Program, Boston College Law School
Social Research Methods: Qualitative, Quantitative and Mixed Methods Approaches
by Sigmund GronmoFraming research as the process of asking and answering questions, this book demonstrates how to identify good research questions and how to structure and explore them successfully. Whether you are just beginning your research journey or are a seasoned traveller, it helps you: • Decide what you want to achieve with your research • Know what options you have to explore your goals • Navigate the nuances of different research approaches • Understand the decisions of other researchers • Choose what path best suits your project. Through real-life examples demonstrating different types of research, the book introduces qualitative, quantitative, and mixed methods approaches so you can compare different methods at every stage of the research process, from initial idea and design to data collection and analysis. This new edition includes new chapters on collecting and analysing mixed methods data, and additional content on qualitative data analysis. New examples reflect the cultural and global diversity of social research, and extra visual aids and summaries support understanding of key research concepts and stages. The book is accompanied by an online teaching guide, including videos, additional case studies, annotated articles, and critical thinking exercises.
Social Research Methods: Qualitative, Quantitative and Mixed Methods Approaches
by Sigmund GronmoFraming research as the process of asking and answering questions, this book demonstrates how to identify good research questions and how to structure and explore them successfully. Whether you are just beginning your research journey or are a seasoned traveller, it helps you: • Decide what you want to achieve with your research • Know what options you have to explore your goals • Navigate the nuances of different research approaches • Understand the decisions of other researchers • Choose what path best suits your project. Through real-life examples demonstrating different types of research, the book introduces qualitative, quantitative, and mixed methods approaches so you can compare different methods at every stage of the research process, from initial idea and design to data collection and analysis. This new edition includes new chapters on collecting and analysing mixed methods data, and additional content on qualitative data analysis. New examples reflect the cultural and global diversity of social research, and extra visual aids and summaries support understanding of key research concepts and stages. The book is accompanied by an online teaching guide, including videos, additional case studies, annotated articles, and critical thinking exercises.
Social Science Research in the Arab World and Beyond: A Guide for Students, Instructors and Researchers (SpringerBriefs in Sociology)
by Mark TesslerThis book presents and discusses the logic and method of social science research adapted mainly for instruction at Arab universities and for research in Arab countries, but with applicability beyond the region. It illustrates major concepts and methods pertaining to research with examples of previous studies carried out in the Arab world and with exercises using Arab Barometer and other datasets. The book situates itself between a regular methods textbook and an annotated list of major concepts and methods, and includes an introduction, three chapters, and four appendices.
Social Self-Organization
by Dirk HelbingWhat are the principles that keep our society together? This question is even more difficult to answer than the long-standing question, what are the forces that keep our world together. However, the social challenges of humanity in the 21st century ranging from the financial crises to the impacts of globalization, require us to make fast progress in our understanding of how society works, and how our future can be managed in a resilient and sustainable way. This book can present only a few very first steps towards this ambitious goal. However, based on simple models of social interactions, one can already gain some surprising insights into the social, ``macro-level'' outcomes and dynamics that is implied by individual, ``micro-level'' interactions. Depending on the nature of these interactions, they may imply the spontaneous formation of social conventions or the birth of social cooperation, but also their sudden breakdown. This can end in deadly crowd disasters or tragedies of the commons (such as financial crises or environmental destruction). Furthermore, we demonstrate that classical modeling approaches (such as representative agent models) do not provide a sufficient understanding of the self-organization in social systems resulting from individual interactions. The consideration of randomness, spatial or network interdependencies, and nonlinear feedback effects turns out to be crucial to get fundamental insights into how social patterns and dynamics emerge. Given the explanation of sometimes counter-intuitive phenomena resulting from these features and their combination, our evolutionary modeling approach appears to be powerful and insightful. The chapters of this book range from a discussion of the modeling strategy for socio-economic systems over experimental issues up the right way of doing agent-based modeling. We furthermore discuss applications ranging from pedestrian and crowd dynamics over opinion formation, coordination, and cooperation up to conflict, and also address the response to information, issues of systemic risks in society and economics, and new approaches to manage complexity in socio-economic systems. Selected parts of this book had been previously published in peer reviewed journals.
Social Simulation for a Crisis: Results and Lessons from Simulating the COVID-19 Crisis (Computational Social Sciences)
by Frank DignumSimulating for a crisis is far more than creating a simulation of a crisis situation. In order for a simulation to be useful during a crisis, it should be created within the space of a few days to allow decision makers to use it as quickly as possible. Furthermore, during a crisis the aim is not to optimize just one factor, but to balance various, interdependent aspects of life. In the COVID-19 crisis, decisions had to be made concerning e.g. whether to close schools and restaurants, and the (economic) consequences of a 3 or 4-week lock-down had to be considered. As such, rather than one simulation focusing on a very limited aspect, a framework allowing the simulation of several different scenarios focusing on different aspects of the crisis was required. Moreover, the results of the simulations needed to be easily understandable and explainable: if a simulation indicates that closing schools has no effect, this can only be used if the decision makers can explain why this is the case. This book describes how a simulation framework was created for the COVID-19 crisis, and demonstrates how it was used to simulate a wide range of scenarios that were relevant for decision makers at the time. It also discusses the usefulness of the approach, and explains the decisions that had to be made along the way as well as the trade-offs. Lastly, the book examines the lessons learned and the directions for the further development of social simulation frameworks to make them better suited to crisis situations, and to foster a more resilient society.