Now in its fourth edition, Behavioral Research and Analysis: An Introduction to Statistics within the Context of Experimental Design presents an overview of statistical methods within the context of experimental design. It covers fundamental topics such as data collection, data analysis, interpretation of results, and communication of findings. New in the Fourth Edition: Extensive improvements based on suggestions from those using this book in the classroom Statistical procedures that have been developed and validated since the previous edition Each chapter in the body now contains relevant key words, chapter summaries, key word definitions, and end of chapter exercises (with answers) Revisions to include recent changes in the APA Style Manual When looking for a book for their own use, the authors found none that were totally suitable. They found books that either reviewed the basics of behavioral research and experimental design but provided only cursory coverage of statistical methods or they provided coverage of statistical methods with very little coverage of the research context within which these methods are used. No single resource provided coverage of methodology, statistics, and communication skills. In a classic example of necessity being the mother of invention, the authors created their own. This text is ideal for a single course that reviews research methods, essential statistics through multi-factor analysis of variance, and thesis (or major project) preparation without discussion of derivation of equations, probability theory, or mathematic proofs. It focuses on essential information for getting a research project completed without prerequisite math or statistics training. It has been revised many times to help students at a variety of academic levels (exceptional high school students, undergraduate honors students, masters students, doctoral students, and post-doctoral fellows) across varied academic disciplines (e.g., human factors and ergonomics, behavioral and social sciences, natural sciences, engineering, exercise and sport sciences, business and management, industrial hygiene and safety science, health and medical sciences, and more). Illustrating how to plan, prepare, conduct, and analyze an experimental or research report, the book emphasizes explaining statistical procedures and interpreting obtained results without discussing the derivation of equations or history of the method. Destined to spend more time on your desk than on the shelf, the book will become the single resource you reach for again and again when conducting scientific research and reporting it to the scientific community. Illustrates how to plan, conduct, analyze, and prepare an experimental or research report Includes new statistical procedures that have been developed and validated since the previous edition Incorporates SAS in the exercises at the end of each chapter Takes into account the changes in the APA guidebook Provides new examples in exercise and sport science, public health, gerontology, and biomedical areas Solutions manual available upon qualifying course adoption

W. W. Norton is excited to announce that award-winning authors Elizabeth Phelps and Elliot Berkman will bring their ideas and energy to Psychological Science 7e. Our authors are committed to encouraging students to learn and evaluate psychology through the lens of methods, replication and the open science era. Looking beyond the text, Liz and Elliot applied their experience with the introductory psychology course to all aspects of the teaching and learning tools, including InQuizitive's adaptive assessment, new ZAPS 3.0 interactive labs with instructor support, a hands-on approach to visualising brain science through a new interactive 3D brain and exciting new interactive neuron animations. They are committed to introducing students to a more modern view of the field-one that shows the real-world impact of psychology and showcases the work of diverse researchers throughout.

Factor Analysis and Dimension Reduction in R provides coverage, with worked examples, of a large number of dimension reduction procedures along with model performance metrics to compare them. Factor analysis in the form of principal components analysis (PCA) or principal factor analysis (PFA) is familiar to most social scientists. However, what is less familiar is understanding that factor analysis is a subset of the more general statistical family of dimension reduction methods. The social scientist's toolkit for factor analysis problems can be expanded to include the range of solutions this book presents. In addition to covering FA and PCA with orthogonal and oblique rotation, this book's coverage includes higher-order factor models, bifactor models, models based on binary and ordinal data, models based on mixed data, generalized low-rank models, cluster analysis with GLRM, models involving supplemental variables or observations, Bayesian factor analysis, regularized factor analysis, testing for unidimensionality, and prediction with factor scores. The second half of the book deals with other procedures for dimension reduction. These include coverage of kernel PCA, factor analysis with multidimensional scaling, locally linear embedding models, Laplacian eigenmaps, diffusion maps, force directed methods, t-distributed stochastic neighbor embedding, independent component analysis (ICA), dimensionality reduction via regression (DRR), non-negative matrix factorization (NNMF), Isomap, Autoencoder, uniform manifold approximation and projection (UMAP) models, neural network models, and longitudinal factor analysis models. In addition, a special chapter covers metrics for comparing model performance. Features of this book include: Numerous worked examples with replicable R code Explicit comprehensive coverage of data assumptions Adaptation of factor methods to binary, ordinal, and categorical data Residual and outlier analysis Visualization of factor results Final chapters that treat integration of factor analysis with neural network and time series methods Presented in color with R code and introduction to R and RStudio, this book will be suitable for graduate-level and optional module courses for social scientists, and on quantitative methods and multivariate statistics courses.

This book explores how discursive psychology (DP) research can be applied to disability and the everyday and institutional constructions of bodymind differences. Bringing together both theoretical and empirical work, it illustrates how DP might be leveraged to make visible nuanced understandings of disability and difference writ large. The authors argue that DP can attend to how such realities are made relevant, dealt with, and negotiated within social practices in the study of disability. They contend that DP can be used to unearth the nuanced and frequently taken for granted ways in which disability is made real in both everyday and institutional talk, and can highlight the very ways in which differences are embodied in social practices - specifically at the level of talk and text. This book demonstrates that rather than simply staying at the level of theory, DP scholars can make visible the actual means by which disabilities and differences more broadly are made real, resisted, contested, and negotiated in everyday social actions. This book aims to expand conceptions of disability and to deepen the - at present, primarily theoretical - critiques of medicalization.

Emphasizing causation as a functional relationship between variables that describe objects, Linear Causal Modeling with Structural Equations integrates a general philosophical theory of causation with structural equation modeling (SEM) that concerns the special case of linear causal relations. In addition to describing how the functional relation concept may be generalized to treat probabilistic causation, the book reviews historical treatments of causation and explores recent developments in experimental psychology on studies of the perception of causation. It looks at how to perceive causal relations directly by perceiving quantities in magnitudes and motions of causes that are conserved in the effects of causal exchanges.

The author surveys the basic concepts of graph theory useful in the formulation of structural models. Focusing on SEM, he shows how to write a set of structural equations corresponding to the path diagram, describes two ways of computing variances and covariances of variables in a structural equation model, and introduces matrix equations for the general structural equation model. The text then discusses the problem of identifying a model, parameter estimation, issues involved in designing structural equation models, the application of confirmatory factor analysis, equivalent models, the use of instrumental variables to resolve issues of causal direction and mediated causation, longitudinal modeling, and nonrecursive models with loops. It also evaluates models on several dimensions and examines the polychoric and polyserial correlation coefficients and their derivation.

Covering the fundamentals of algebra and the history of causality, this book provides a solid understanding of causation, linear causal modeling, and SEM. It takes readers through the process of identifying, estimating, analyzing, and evaluating a range of models.

This book examines key ideas related to the Theory of Subjectivity within a cultural-historical approach. It brings together the intellectual contributions made by Professor Fernando Gonzalez Rey (1949-2019) towards understanding human subjectivity, and emphasizing their unfolding in different fields and contexts. The book addresses the genesis and development of Gonzalez Rey's work, articulating this discussion with the author's biography. Gonzalez Rey's main scientific contribution is the Theory of Subjectivity in a cultural-historical perspective, which is inseparable from Qualitative Epistemology and from its constructive-interpretive methodological expression. The book presents and discusses Gonzalez Rey's contributions to different contexts and fields, such as psychological research, education, cultural-historical psychology, human development, motivation, human health and psychotherapy. This book brings together examples of how these ideas have been employed and developed in different fields and contexts.

Elite sport can be an unforgiving and harsh environment. This book explores psychological predictors of wellbeing and performance excellence in elite level athletes, and presents an innovative approach for optimizing mental wellbeing and sporting performance. Jointly developed by performance psychologists, clinical psychologists and sport scientists the Flexible Mind approach draws on contemporary psychological theory and research to help athletes build 'psychological flexibility' - the ability to experience challenging thoughts and emotions and still be true to one's values. A range of case studies relating to different sports are used to demonstrate how three core components - Being Present, Being Open and Doing What Matters - can improve athletes' performance and wellbeing. This book will be a game-changing resource for sports psychologists, mental health practitioners, coaches and support staff who are committed to helping athletes to excel and stay well.

This book highlights the effects of the COVID-19 pandemic on the mental health needs of children and adolescents in order to shed light on future practice and reform needed to better deal with the aftermath of such devastating events. The book identifies the conditions during any public health crisis that heighten the mental health needs of children and adolescents and suggests the reforms of mental health services needed to better meet the needs of children and youths during and following pandemics and other public health crises. Importance is placed not only on addressing the effects of COVID-19 but on anticipating and preparing for other public health disruptions to the lives of those who have not reached adulthood. Although mental health services in all settings are considered, special attention is given to the role of schools in providing for the mental health of children and adolescents and preparing for the mental health implications of future public health disruptions. The book will be of equal use to both students and researchers in the fields of mental health, well-being, and education as well as teachers, educational psychologists, social workers, and practitioners working in schools and communities to address students' mental health needs. It will help readers better understand how and why COVID-19 was a negative influence on students' mental health, and unpack how best to deal with the aftermath of the pandemic.

A cognitive psychology which becomes increasingly specialized requires a special effort in order to avoid a fragmentation into several controversial issues that are independently discussed but also inherently related. Rather than asking additional differentiated questions which are then investigated by more specialized experimental methods and designs, this book promotes unified theories and a levels approach for their experimental evaluation. Within this cognitive science approach and on the basis of the most foundational assumptions of Kintsch's construction integration theory, a computational theory of knowledge acquisition is then developed and subsequently evaluated by psychological experiments.
For forty years, computer simulation techniques and experimental psychology research have greatly matured the understanding of human knowledge and its acquisition in different learning environments. This volume critically assesses the advantages and limitations of these approaches and then develops an integrated research methodology. It goes on to provide significant progress concerning the following questions:
* What are the most promising research methodologies for investigating human cognition?
* How can the experimental psychology research on text comprehension, concept formation, and memory become more closely related to one another when the very specialized research paradigms and the highly specific scientific controversies promote their separation and independent discussion?
* How can a general comprehension-based theory bridge the gap between simple experimental settings and the real-life situations that occur in education and work environments?
This book demonstrates how experimental psychology can proceed more successfully by investigating those aspects that are shared among different areas of research like text comprehension, categorization, and learning by exploration. It also shows how unified theories can assist in applying experimental psychology and cognitive science results to areas such as intelligent tutoring systems, instructional design, and the development of expert systems in complex real world domains.

Good Science is an account of psychological research emphasizing the moral foundations of inquiry. This volume brings together existing disciplinary critiques of scientism, objectivism, and instrumentalism, and then discusses how these contribute to institutionalized privilege and to less morally responsive research practices. The author draws on historical, critical, feminist, and science studies traditions to provide an alternative account of psychological science and to highlight the irreducibly moral foundations of everyday scientific practice. This work outlines a theoretical framework for thinking about and practicing psychology in ways that center moral responsibility, collective commitment, and justice. The book then applies this framework, describing psychological research practices in terms of the their moral dilemmas. Also included are materials meant to aid in methods instruction and mentoring.

This book is the second edition of Facet Theory and the Mapping Sentence: Evolving Philosophy, Use and Application (2014). It consolidates the qualitative and quantitative research positions of facet theory and delves deeper into their qualitative application in psychology, social and the behavioural sciences and in the humanities. In their traditional quantitative guise, facet theory and its mapping sentence incorporate multi-dimensional statistics. They are also a way of thinking systematically and thoroughly about the world. The book is particularly concerned with the development of the declarative mapping sentence as a tool and an approach to qualitative research. The evolution of the facet theory approach is presented along with many examples of its use in a wide variety of research domains. Since the first edition, the major advance in facet theory has been the formalization of the use of the declarative mapping sentence and this is given a prominent position in the new edition. The book will be compelling reading for students at all levels and for academics and research professionals from the humanities, social sciences and behavioural sciences.

Good Science is an account of psychological research emphasizing the moral foundations of inquiry. This volume brings together existing disciplinary critiques of scientism, objectivism, and instrumentalism, and then discusses how these contribute to institutionalized privilege and to less morally responsive research practices. The author draws on historical, critical, feminist, and science studies traditions to provide an alternative account of psychological science and to highlight the irreducibly moral foundations of everyday scientific practice. This work outlines a theoretical framework for thinking about and practicing psychology in ways that center moral responsibility, collective commitment, and justice. The book then applies this framework, describing psychological research practices in terms of the their moral dilemmas. Also included are materials meant to aid in methods instruction and mentoring.

The Process of Wellbeing develops an anthropological perspective on wellbeing as an intersubjective process that can be approached through the prism of three complementary conceptual framings: conviviality; care; and creativity. Drawing on ethnographic discussions of these themes in a range of cultural contexts around the world, it shows how anthropological research can help to enlarge and refine understandings of wellbeing, through dialogue with different perspectives and understandings of what it means to live well with others and the skills required to do so. Rather than a state or achievement, wellbeing comes into view here as an ongoing process that involves human and nonhuman others. It does not pertain to the individual alone, but plays out within the relations of care that constitute people, moving and thriving in circulation through affective environments.

This book explores discursive psychological empirical research in the context of political communication. Drawing together a well-established field of study and a variety of discursive psychology approaches the authors confront the theoretical and practical challenges that discursive psychology and political communication studies face today. Using a diverse range of approaches, including the analysis of TV shows, cartoons, social media groups and blogs, face-to-face verbal interaction, political rhetoric and mainstream news reports, the authors explain the ways in which discursive psychology can offer insight into the nature of contemporary political communications. The book offers timely and international reflections on the context of online political communication, Brexit rhetoric, prejudice discourse and political persuasion, showcasing the analytical acumen and empirical insight that can be gleaned from discursive psychology methods. Political Communication: Discursive Perspectives highlights the value of contributions from outside English speaking academia and is essential reading for academics, researchers and students interested in political communication or discursive psychology.

This edited volume seeks to critically engage with the diversity of feminist and post-colonial theory to counter hegemonic Western knowledge in mainstream community psychology. In doing so, it situates paradigms of thought and representation that capture the lived experiences of those in the global South. Specifically, the book takes an intersectional approach towards its reshaping of community psychology, centering African, black, postcolonial, and decolonial feminist critiques in its 1) critique of existing hegemonic Euro-American community psychology concepts, theories, and practice, 2) proposal of new feminist, indigenous, and decolonial methodological approaches, and 3) real-life examples of engagement, research, dialogue, and reflexive qualitative psychology practice. The book concludes with an agenda for theorization and research for future practice in postcolonial contexts. The volume is relevant to researchers, practitioners, and students in psychology, anthropology, sociology, public health, development studies, social work, urban studies, and women's and gender studies across global contexts.

An overview is given of cross-cultural psychology and cultural psychology, focusing on theory and methodology. In Section 1 historical developments in research are traced; it is found that initially extensive psychological differences tend to shrink when more carefully designed studies are conducted. Section 2 addresses the conceptualization of "culture" and of "a culture". For psychological research the notion "culture" is considered too vague; more focal explanatory concepts are required. Section 3 describes methodological issues, taking the notion of the empirical cycle as a lead for both qualitative and quantitative research. Pitfalls in research design and data analysis of behavior-comparative studies, and the need for replication are discussed. Section 4 suggests to move beyond research on causal relationships and to incorporate additional questions, addressing the function and the development of behavior patterns in ontogenetic, phylogenetic and historical time. Section 5 emphasizes the need for applied research serving the global village.

Statistics for the Terrified offers a clear and concise introduction to statistics. Perfect as a brief core or supplementary text for undergraduate courses in statistics and research methods, this Seventh Edition is also an ideal refresher for graduate students who have already taken a statistics course. Designed for students who may struggle with mathematical concepts, its informal and highly engaging narrative includes self-help strategies, numerous concrete examples, and a great deal of humor to encourage students from all backgrounds to the study of statistics.

Psychology deals with the most complex subject matter of any science. As such, it is subject to misunderstandings, artifacts, and just simple errors of data, logic, and interpretation. This book teases out the details of some of the sources of these errors. It considers errors in psychological data and theories that arise from confusing endogenous and exogenous causal forces in perceptual research, misinterpreting the effects of inevitable natural laws as psychological phenomena, improper application of statistics and measurement, and flawed assumptions. Examples of each of these sources of error are presented and discussed. Finally, the book concludes that a return to a revitalized kind of behaviorism is preferred, rather than continuing on the current cognitive path.

Plenty of literature review and applications of various tests provided to cover all the aspects of research methodology Various examination questions have been provided Strong Pedagogy along with regular features such as Concept Checks, Text Overviews, Key Terms, Review Questions, Exercises and References Though the book is primarily addressed to students,it will be equally useful to Researchers and Entrepreneurs More than other research textbooks, this book addresses the students' need to comprehend all aspects of the research process which includes Research process, clarification of the research problem, Ethical issues, Survey research, Research report preparation and presentation.

This book explores sexual crime and intellectual functioning. Drawing on expertise from clinical practice and applied research, the volume begins with an exploration of the theoretical and historical background to the interest in links between sexual offending and intellectual functioning. The authors then move on to discuss assessment of intellectual functioning in prison, interventions for low intellectual functioning, autistic spectrum and personality disorder. This book offers a rare insight into the phenomenon of high IQ and sexual offending, a much neglected aspect of the sexual crime literature, and includes novel research that unpacks this link. It further offers an extraordinary insight into the experiences of a person of superior IQ in the criminal justice system for a sexual offence. The book is relevant not only to psychologists, criminologists, social workers and students, but also to practitioners, researchers and the general public with an interest in learning about sexual offending and intellectual functioning.

This groundbreaking edited book, The Routledge Handbook for Advancing Integration in Mixed Methods Research, presents an array of different integration ideas, with contributions from scholars across the globe. This handbook represents the first major volume that comprehensively discusses this topic of integration. Perhaps the most fundamental and longstanding question in mixed methods research is: How does one best integrate disparate forms of information to produce the best form of inquiry? Each of the 34 seminal chapters in this handbook accelerates the discussion of integration across a broad range of disciplines, including education, arts-based analyses, and work in the Global South, as well as special topics such as psychometrics and media research. Many of the chapters present new topics that have never been written about before, and all chapters offer cutting-edge approaches to integration. They also offer different perspectives of integration - leading the introductory chapter to offer a new and comprehensive definition for integration, as follows: "referring to the optimal mixing, combining, blending, amalgamating, incorporating, joining, linking, merging, consolidating, or unifying of research approaches, methodologies, philosophies, methods, techniques, concepts, language, modes, disciplines, fields, and/or teams within a single study." The concluding chapter offers a meta-framework that accounts for this definition and is designed to help scholars think more about integration in a way that represents a continuous, dynamic, iterative, interactive, synergistic, and holistic meaning-making process. This handbook will be an essential reference work for all scholars and practitioners using or seeking to use mixed methods in their research.

This text is about doing science and the active process of reading, learning, thinking, generating ideas, designing experiments, and the logistics surrounding each step of the research process. In easy-to-read, conversational language, Kim MacLin teaches students experimental design principles and techniques using a tutorial approach in which students read, critique, and analyze over 75 actual experiments from every major area of psychology. She provides them with real-world information about how science in psychology is conducted and how they can participate. Recognizing that students come to an experimental design course with their own interests and perspectives, MacLin covers many subdisciplines of psychology throughout the text, including IO psychology, child psychology, social psychology, behavioral psychology, cognitive psychology, clinical psychology, health psychology, educational/school psychology, legal psychology, and personality psychology, among others. Part I of the text is content oriented and provides an overview of the principles of experimental design. Part II contains annotated research articles for students to read and analyze. Classic articles have been retained and 11 new ones have been added, featuring contemporary case studies, information on the Open Science movement, expanded coverage on ethics in research, and a greater focus on becoming a better writer, clarity and precision in writing, and reducing bias in language. This edition is up to date with the latest APA Publication Manual (7th edition) and includes an overview of the updated bias-free language guidelines, the use of singular "they," the new ethical compliance checklist, and other key changes in APA style. This text is essential reading for students and researchers interested in and studying experimental design in psychology.

utilizes the Consolidated Serial Homicide Offender Database, one of the largest and most robust open access databases of multiple murders available illustrated with in-depth case studies of SHOs, such as Felix Vail, Michael Sumpter, the Seminole Heights Killer, and the Austin Bomber provides commentary from those who have used these patterning methods in practice, in addition to laying out how to put the current suite of data tools to use within organizations

This book proposes a conceptual-empirical framework for exploring forms of continuity and change along psychosocial pathways in South African universities. It illustrates how the psychosocial pathways are grounded in the symbolic narratives and knowledges of young scientists, engineers and architects - all interlocutors in the research from which this book is based. Alala, Mamoratwa, Welile, Odirile, Kaiya, Amirah, Takalani, Nosakhele, Naila, Ambani, Khanyisile, Itumeleng, Ethwasa and Kgnaya provide collective standpoints in the multiplicities within and between the lived lives and told stories of young Black South African women in Science, Technology, Engineering, and Mathematics (STEM) fields. In doing so, this compelling work advances possibilities for demythologising scientific endeavour as a white male achievement and shifting knowledge communities across gendered, racialised, class and national divides. This book presents an innovative narrative methodology, utilising the myth of the Minotaur to examine the state of the university at the heart of the hierarchical labyrinth in "post"-apartheid South Africa. Throughout the work the author wrestles with and self-reflexively highlights her own positionality as a white, middle-class South African woman to examine how this affects the production of this research in ways which serve to preserve the colonial knowledge system. With the rise of the Rhodes Must Fall and Fees Must Fall student movement in South Africa, demanding for the fall of institutionalised racial hierarchies, the author uses the cover image of narrative formations in the spirit of exploration to think with and through undulating networked forms that could possibly forge new psychosocial pathways towards decolonising and reinventing South African universities. This work offers a unique conceptual and methodological resource for students and scholars of psychosocial and narrative theory, as well as those who are concerned about the politics of higher education, both in South Africa and in other contexts around the world.