Causation in Psychology

Causation in Psychology
Author: John Campbell
Publisher: Harvard University Press
Total Pages: 216
Release: 2020-12-01
Genre: Philosophy
ISBN: 0674967860

A renowned philosopher argues that singular causation in the mind is not grounded in general patterns of causation, a claim on behalf of human distinctiveness, which has implications for the future of social robots. A blab droid is a robot with a body shaped like a pizza box, a pair of treads, and a smiley face. Guided by an onboard video camera, it roams hotel lobbies and conference centers, asking questions in the voice of a seven-year-old. “Can you help me?” “What is the worst thing you’ve ever done?” “Who in the world do you love most?” People pour their hearts out in response. This droid prompts the question of what we can hope from social robots. Might they provide humanlike friendship? Philosopher John Campbell doesn’t think so. He argues that, while a social robot can remember the details of a person’s history better than some spouses can, it cannot empathize with the human mind, because it lacks the faculty for thinking in terms of singular causation. Causation in Psychology makes the case that singular causation is essential and unique to the human species. From the point of view of practical action, knowledge of what generally causes what is often all one needs. But humans are capable of more. We have a capacity to imagine singular causation. Unlike robots and nonhuman animals, we don’t have to rely on axioms about pain to know how ongoing suffering is affecting someone’s ability to make decisions, for example, and this knowledge is not a derivative of general rules. The capacity to imagine singular causation, Campbell contends, is a core element of human freedom and of the ability to empathize with human thoughts and feelings.

Understanding Counterfactuals, Understanding Causation

Understanding Counterfactuals, Understanding Causation
Author: Christoph Hoerl
Publisher: Oxford University Press
Total Pages: 279
Release: 2011-11-03
Genre: Philosophy
ISBN: 0199590699

Twelve essays explore what bearing empirical findings might have on philosophical concerns about counterfactuals and causation, and how, in turn, work in philosophy might help clarify issues in empirical work on the relationships between causal and counterfactual thought.

The Oxford Handbook of Causal Reasoning

The Oxford Handbook of Causal Reasoning
Author: Michael Waldmann
Publisher: Oxford University Press
Total Pages: 769
Release: 2017
Genre: Psychology
ISBN: 0199399557

Causal reasoning is one of our most central cognitive competencies, enabling us to adapt to our world. Causal knowledge allows us to predict future events, or diagnose the causes of observed facts. We plan actions and solve problems using knowledge about cause-effect relations. Without our ability to discover and empirically test causal theories, we would not have made progress in various empirical sciences. The handbook brings together the leading researchers in the field of causal reasoning and offers state-of-the-art presentations of theories and research. It provides introductions of competing theories of causal reasoning, and discusses its role in various cognitive functions and domains. The final section presents research from neighboring fields.

The Mind's Arrows

The Mind's Arrows
Author: Clark N. Glymour
Publisher: MIT Press
Total Pages: 254
Release: 2001
Genre: Mathematics
ISBN: 9780262072205

This title provides an introduction to assumptions, algorithms, and techniques of causal Bayes nets and graphical causal models in the context of psychological examples. It demonstrates their potential as a powerful tool for guiding experimental inquiry.

Causation with a Human Face

Causation with a Human Face
Author: James Woodward
Publisher: Oxford University Press
Total Pages: 425
Release: 2021
Genre: Computers
ISBN: 0197585418

The past few decades have seen an explosion of research on causal reasoning in philosophy, computer science, and statistics, as well as descriptive research in psychology about how people reason about causes. Causation with a Human Face integrates these lines of research and argues for an understanding of how each can inform the other: normative ideas can suggest interesting experiments, while descriptive results can suggest important normative concepts. Woodward's overall framework builds on an interventionist treatment of causation, and discusses proposals about the role of invariant or stable relationships in successful causal reasoning and the notion of proportionality. He argues that these normative ideas are reflected in the causal judgments that people actually make as a descriptive matter.

Causal Learning

Causal Learning
Author: Alison Gopnik
Publisher: Oxford University Press
Total Pages: 384
Release: 2007-03-22
Genre: Psychology
ISBN: 0190208260

Understanding causal structure is a central task of human cognition. Causal learning underpins the development of our concepts and categories, our intuitive theories, and our capacities for planning, imagination and inference. During the last few years, there has been an interdisciplinary revolution in our understanding of learning and reasoning: Researchers in philosophy, psychology, and computation have discovered new mechanisms for learning the causal structure of the world. This new work provides a rigorous, formal basis for theory theories of concepts and cognitive development, and moreover, the causal learning mechanisms it has uncovered go dramatically beyond the traditional mechanisms of both nativist theories, such as modularity theories, and empiricist ones, such as association or connectionism.

Research Design

Research Design
Author: Stephen Gorard
Publisher: SAGE
Total Pages: 234
Release: 2013-02-01
Genre: Social Science
ISBN: 1446290859

Research design is of critical importance in social research, despite its relative neglect in many methods resources. Early consideration of design in relation to research questions leads to the elimination or diminution of threats to eventual research claims, by encouraging internal validity and substantially reducing the number of alternative explanations for any finite number of research ′observations′. This new book: discusses the nature of design; gives an introduction to design notation; offers a flexible approach to new designs; looks at a range of standard design models; and presents craft tips for real-life problems and compromises. Most importantly, it provides the rationale for preferring one design over another within any given context. Each section is illustrated with case studies of real work and concludes with suggested readings and topics for discussion in seminars and workshops, making it an ideal textbook for postgraduate research methods courses. Based on the author′s teaching on the ESRC Doctoral Training Centre "Masters in Research Methods" at the University of Birmingham, and his ongoing work for the ESRC Researcher Development Initiative, this is an essential text for postgraduate researchers and academics. There is no book like Research Design on the market that addresses all of these issues in an easy to comprehend style, for those who want to design research and make critical judgements about the designs of others.

Psychiatry as Cognitive Neuroscience

Psychiatry as Cognitive Neuroscience
Author: Matthew Broome
Publisher: Oxford University Press, USA
Total Pages: 404
Release: 2009-05-14
Genre: Medical
ISBN:

'Psychiatry as Cognitive Neuroscience' is a philosophical analysis of the study of psychpathology, considering how cognitive neuroscience has been applied in psychiatry. The text examines many neuroscientific methods, such as neuroimaging, and a variety of psychiatric disorders, including depression, and schizophrenia.

Self-Awareness & Causal Attribution

Self-Awareness & Causal Attribution
Author: Thomas Shelley Duval
Publisher: Springer Science & Business Media
Total Pages: 212
Release: 2012-12-06
Genre: Psychology
ISBN: 1461514894

Self-awareness - the ability to recognize one's existence - is one of the most important variables in psychology. Without self-awareness, people would be unable to self-reflect, recognize differences between the self and others, or compare themselves with internalized standards. Social, clinical, and personality psychologists have recognized the significance of self-awareness in human functioning, and have conducted much research on how it participates in everyday life and in psychological dysfunctions. Self-Awareness & Causal Attribution: A Dual-Systems Theory presents a new theory of how self-awareness affects thought, feeling, and action. Based on experimental social-psychological research, the authors describe how several interacting cognitive systems determine the links between self-awareness and organized activity. This theory addresses when people become self-focused, how people internalize and change personal standards, when people approach or avoid troubling situations, and the nature of self-evaluation. Special emphasis is given to causal attribution, the process of perceiving causality. Self-Awareness & Causal Attribution will be useful to social, clinical, and personality psychologists, as well as to anyone interested in how the self relates to motivation and emotion.

Causal Learning

Causal Learning
Author:
Publisher: Academic Press
Total Pages: 457
Release: 1996-09-26
Genre: Psychology
ISBN: 008086385X

The Psychology of Learning and Motivation publishes empirical and theoretical contributions in cognitive and experimental psychology, ranging from classical and instrumental conditions to complex learning and problem solving. This guest-edited special volume is devoted to current research and discussion on associative versus cognitive accounts of learning. Written by major investigators in the field, topics include all aspects of causal learning in an open forum in which different approaches are brought together. - Up-to-date review of the literature - Discusses recent controversies - Presents major advances in understanding causal learning - Synthesizes contrasting approaches - Includes important empirical contributions - Written by leading researchers in the field