Causality in a Social World

Causality in a Social World

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  • Author: Guanglei Hong
  • Publisher: John Wiley & Sons
  • ISBN: 1119030609
  • Category : Mathematics
  • Languages : en
  • Pages : 448

Causality in a Social World introduces innovative new statistical research and strategies for investigating moderated intervention effects, mediated intervention effects, and spill-over effects using experimental or quasi-experimental data. The book uses potential outcomes to define causal effects, explains and evaluates identification assumptions using application examples, and compares innovative statistical strategies with conventional analysis methods. Whilst highlighting the crucial role of good research design and the evaluation of assumptions required for identifying causal effects in the context of each application, the author demonstrates that improved statistical procedures will greatly enhance the empirical study of causal relationship theory. Applications focus on interventions designed to improve outcomes for participants who are embedded in social settings, including families, classrooms, schools, neighbourhoods, and workplaces.


Causality in a Social World

Causality in a Social World

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  • Author: Hong
  • Publisher: Wiley-Blackwell
  • ISBN: 9781119030621
  • Category :
  • Languages : en
  • Pages :


Social Causation and Biographical Research

Social Causation and Biographical Research

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  • Author: Giorgos Tsiolis
  • Publisher: Routledge
  • ISBN: 1000260739
  • Category : Social Science
  • Languages : en
  • Pages : 130

This book extends debates in the field of biographical research, arguing that causal explanations are not at odds with biographical research and that biographical research is in fact a valuable tool for explaining why things in social and personal lives are one way and not another. Bringing reconstructive biographical research into dialogue with critical realism, it explains how and why relational social ontology can become a unique theoretical ground for tapping emergent mechanisms and latent meaning structures. Through an account of the reasons for which reductionist epistemologies, rational action models and covering law explanations are not appropriate for biographical research, the authors develop the philosophical idea of singular causation as a means by which biographical researchers are able to forge causal hypotheses for the occurrence of events and offer guidance on the application of this methodological principle to concrete, empirical examples. As such, this volume will appeal to scholars across the social sciences with interests in biographical research and social research methods.


Causality

Causality

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  • Author: Judea Pearl
  • Publisher: Cambridge University Press
  • ISBN: 052189560X
  • Category : Computers
  • Languages : en
  • Pages : 487

Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence ...


Causality and Motivation

Causality and Motivation

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  • Author: Roberto Poli
  • Publisher:
  • ISBN: 9783110329391
  • Category : Philosophy
  • Languages : en
  • Pages : 192

The belief is widely held that the physical world is causally-driven. The world is one because a tangled web of causally-driven processes keeps it together. However, both the psychological and the social worlds cannot be articulated in causal terms only. Hereby, motivation is used as the most general term referring to whatever keeps (synchronically) together and provides (diachronic) reasons explaining the behavior of psychological and social systems. In order to systematically address these problems, a categorical framework is needed for understanding the various types of realities populating the world and their multifarious interrelations. The papers collected in this volume dig into some of the intricacies presented by these problems. The papers here presented have been selected from those presented at the workshops bearing the very same name, Causality and Motivation organized in Bolzano and Rome."


Making Sense of the Social World

Making Sense of the Social World

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  • Author: Daniel F. Chambliss
  • Publisher: Pine Forge Press
  • ISBN: 9781412927178
  • Category : Political Science
  • Languages : en
  • Pages : 372

Provides an introduction to social research. This book presents research methods as an integrated whole, with balanced treatment of qualitative and quantitative methods, integration of substantive examples and research techniques, and consistent attention to the goal of validity and the standards of ethical practice.


Mechanisms and the Contingency of Social Causality

Mechanisms and the Contingency of Social Causality

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  • Author: Alexei Anisin
  • Publisher: Cambridge Scholars Publishing
  • ISBN: 1527586375
  • Category : Language Arts & Disciplines
  • Languages : en
  • Pages : 170

Mechanisms are frequently brought up across the natural and social sciences as supplements to laws and empirical regularities. Recent decades have seen an explosion in mechanistic explanations in which philosophers of science, natural scientists, and social scientists have advocated, debated, and criticized the usage of mechanisms in their respective disciplines. As the intensity of these debates has increased, our understanding of the historical origin of mechanisms remains incomplete. Of the explanations that have been put forward, it has been argued that the roots of mechanisms are to be found in mechanical philosophy. This book demonstrates that an important set of factors have been overlooked in our understanding of the ontology of mechanisms. In shifting attention to a never-before-explored terrain in the etymological and semantic evolution of what arguably is the most commonly used scientific term, “the mechanism,” this text discovers that the origin of mechanisms is to be witnessed in ideas about social causality that arose within Ancient Greek tragedy and theater. It takes readers on a journey through socio-cultural settings and changes in Ancient Greece, early Christianity, the Roman Empire, and the Middle Ages, as well as the rise of science and modernity, and finishes in our current era of digital technology. As such, the book reveals how understandings of mechanisms have changed and evolved across time.


Causality in Policy Studies

Causality in Policy Studies

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  • Author: Alessia Damonte
  • Publisher: Springer Nature
  • ISBN: 3031129822
  • Category : Political Science
  • Languages : en
  • Pages : 281

This volume provides a methodological toolbox for conducting policy research. Recognizing that policy research spans various academic disciplines, each of which takes a different view on causality, the volume introduces a methodologically pluralistic approach to policy studies. Each chapter clarifies the research question that each technique can answer, the research design and data treatment that each technique requires for its results to be sound, the validity domain of its results, and the actual deployment of the technique through a replicable example. Techniques covered include quasi-experimental designs, approaches to account for selection bias and observed imbalances, directed acyclic graphs and structural equation models, Qualitative Comparative Analysis, Bayesian case study and process tracing, and Agent-Based Modelling. By working through the volume, readers will understand how to learn from different techniques, apply them consciously, and triangulate them to make better sense of findings. This volume is intended for advanced academic courses, as well as scholars and practitioners in policy-related fields, such as political science, economics, sociology, and public administration. This is an open access book.


Navigating the Social World

Navigating the Social World

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  • Author: Mahzarin R. Banaji
  • Publisher: Oxford University Press
  • ISBN: 0199890722
  • Category : Psychology
  • Languages : en
  • Pages : 320

Navigating the social world requires sophisticated cognitive machinery that, although present quite early in crude forms, undergoes significant change across the lifespan. This book will be the first to report on evidence that has accumulated on an unprecedented scale, showing us what capacities for social cognition are present at birth and early in life, and how these capacities develop through learning in the first years of life. The volume will highlight what is known about the discoveries themselves but also what these discoveries imply about the nature of early social cognition and the methods that have allowed these discoveries -- what is known concerning the phylogeny and ontogeny of social cognition. To capture the full depth and breadth of the exciting work that is blossoming on this topic in a manner that is accessible and engaging, the editors invited 70 leading researchers to develop a short report of their work that would be written for a broad audience. The purpose of this format was for each piece to focus on a single core message: are babies aware of what is right and wrong, why do children have the same implicit intergroup preferences that adults do, what does language do to the building of category knowledge, and so on. The unique format and accessible writing style will be appealing to graduate students and researchers in cognitive psychology, developmental psychology, and social psychology.


Complexity, Emergence, and Causality in Applied Linguistics

Complexity, Emergence, and Causality in Applied Linguistics

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  • Author: Jérémie Bouchard
  • Publisher: Springer Nature
  • ISBN: 303088032X
  • Category : Language Arts & Disciplines
  • Languages : en
  • Pages : 459

This book suggests that applied linguistics research is inherently concerned with complexity, emergence and causality, and because of this it also requires a robust social ontology. The book identifies and unpacks a range of conceptual issues in applied linguistics from a social realist perspective, and provides a critique of successionism and interpretivism as two dominant and enduring empiricist tendencies in the field. From this critique, it considers the emergence of complex dynamic system theory as viable yet not entirely unproblematic conceptual sophistication of current applied linguistics research. Although the growing popularity of complex dynamic system theory is undeniable and understandable, this book argues that its integration within a social realist ontology is necessary for further developments in the field. The book will be of interest to applied linguists and social scientists interested in language-related issues including language learning and teaching, language change, language policy and planning, bilingualism/multilingualism, and language and identity.