Recent years have seen an explosion of interest in the use of computerized text analysis methods to address basic psychological questions. This comprehensive handbook brings together leading language analysis scholars to present foundational concepts and methods for investigating human thought, feeling, and behavior using language. Contributors work toward integrating psychological science and theory with natural language processing (NLP) and machine learning. Ethical issues in working with natural language data sets are discussed in depth. The volume showcases NLP-driven techniques and applications in areas including interpersonal relationships, personality, morality, deception, social biases, political psychology, psychopathology, and public health.

Language pervades everything we do as social beings. It is, in fact, difficult to disentangle language from social life, and hence its importance is often missed. The emergence of new communication technologies makes this even more striking. People come to "know" one another through these interactions without ever having met face-to-face. How? Through the words they use and the way they use them. The Oxford Handbook of Language and Social Psychology is a unique and innovative compilation of research that lies at the intersection of language and social psychology. Language is viewed as a social activity, and to understand this complex human activity requires a consideration of its social psychological underpinnings. Moreover, as a social activity, the use and in fact the existence of language has implications for a host of traditional social psychological processes. Hence, there is a reciprocal relationship between language and social psychology, and it is this reciprocal relationship that defines the essence of this handbook. The handbook is divided into six sections. The first two sections focus on the social underpinnings of language, that is, the social coordination required to use language, as well as the manner in which language and broad social dimensions such as culture mutually constitute one another. The next two sections consider the implications of language for a host of traditional social psychological topics, including both intraindividual (e.g., attribution) and interindividual (e.g., intergroup relations) processes. The fifth section examines the role of language in the creation of meaning, and the final section includes chapters documenting the importance of the language-social psychology interface for a number of applied areas.

This handbook compares the main analytic frameworks and methods of contemporary linguistics. It offers a unique overview of linguistic theory, revealing the common concerns of competing approaches. By showing their current and potential applications it provides the means by which linguists and others can judge what are the most useful models for the task in hand. Distinguished scholars from all over the world explain the rationale and aims of over thirty explanatory approaches to the description, analysis, and understanding of language. Each chapter considers the main goals of the model; the relation it proposes from between lexicon, syntax, semantics, pragmatics, and phonology; the way it defines the interactions between cognition and grammar; what it counts as evidence; and how it explains linguistic change and structure. The Oxford Handbook of Linguistic Analysis offers an indispensable guide for everyone researching any aspect of language including those in linguistics, comparative philology, cognitive science, developmental philology, cognitive science, developmental psychology, computational science, and artificial intelligence. This second edition has been updated to include seven new chapters looking at linguistic units in language acquisition, conversation analysis, neurolinguistics, experimental phonetics, phonological analysis, experimental semantics, and distributional typology.

`I often... wonder to myself whether the field needs another book, handbook, or encyclopedia on this topic. In this case I think that the answer is truly yes. The handbook is well focused on important issues in the field, and the chapters are written by recognized authorities in their fields. The book should appeal to anyone who wants an understanding of important topics that frequently go uncovered in graduate education in psychology' - David C Howell, Professor Emeritus, University of Vermont Quantitative psychology is arguably one of the oldest disciplines within the field of psychology and nearly all psychologists are exposed to quantitative psychology in some form. While textbooks in statistics, research methods and psychological measurement exist, none offer a unified treatment of quantitative psychology. The SAGE Handbook of Quantitative Methods in Psychology does just that. Each chapter covers a methodological topic with equal attention paid to established theory and the challenges facing methodologists as they address new research questions using that particular methodology. The reader will come away from each chapter with a greater understanding of the methodology being addressed as well as an understanding of the directions for future developments within that methodological area. Drawing on a global scholarship, the Handbook is divided into seven parts: Part One: Design and Inference: addresses issues in the inference of causal relations from experimental and non-experimental research, along with the design of true experiments and quasi-experiments, and the problem of missing data due to various influences such as attrition or non-compliance. Part Two: Measurement Theory: begins with a chapter on classical test theory, followed by the common factor analysis model as a model for psychological measurement. The models for continuous latent variables in item-response theory are covered next, followed by a chapter on discrete latent variable models as represented in latent class analysis. Part Three: Scaling Methods: covers metric and non-metric scaling methods as developed in multidimensional scaling, followed by consideration of the scaling of discrete measures as found in dual scaling and correspondence analysis. Models for preference data such as those found in random utility theory are covered next. Part Four: Data Analysis: includes chapters on regression models, categorical data analysis, multilevel or hierarchical models, resampling methods, robust data analysis, meta-analysis, Bayesian data analysis, and cluster analysis. Part Five: Structural Equation Models: addresses topics in general structural equation modeling, nonlinear structural equation models, mixture models, and multilevel structural equation models. Part Six: Longitudinal Models: covers the analysis of longitudinal data via mixed modeling, time series analysis and event history analysis. Part Seven: Specialized Models: covers specific topics including the analysis of neuro-imaging data and functional data-analysis.

Recent years have seen an explosion of interest in the use of computerized text analysis methods to address basic psychological questions. This comprehensive handbook brings together leading language analysis scholars to present foundational concepts and methods for investigating human thought, feeling, and behavior using language. Contributors work toward integrating psychological science and theory with natural language processing (NLP) and machine learning. Ethical issues in working with natural language data sets are discussed in depth. The volume showcases NLP-driven techniques and applications in areas including interpersonal relationships, personality, morality, deception, social biases, political psychology, psychopathology, and public health.

We cannot understand contemporary psychology without first researching its history. Unlike other books on the history of psychology, which are chronologically ordered, this Handbook is organized topically. It covers the history of ideas in multiple areas of the field and reviews the intellectual history behind the major topics of investigation. The evolution of psychological ideas is described alongside an analysis of their surrounding context. Readers learn how eminent psychologists draw on the context of their time and place for ideas and practices, and also how innovation in psychology is an ongoing dialogue between past, present, and anticipated future.

"This is the first ever handbook to comprehensively cover the historical development of the field of social psychology, including the main overarching approaches and all the major individual topics. Contributors are all world renowned scientists in their subfields who engagingly describe the people, dynamics, and events that have shaped the discipline"--Provided by publisher.