This fully updated new edition not only provides an introduction to a range of advanced statistical techniques that are used in psychology, but has been expanded to include new chapters describing methods and examples of particular interest to medical researchers. It takes a very practical approach, aimed at enabling readers to begin using the methods to tackle their own problems.

This book provides a non-mathematical introduction to multivariate methods, with an emphasis on helping the reader gain an intuitive understanding of what each method is for, what it does and how it does it. The first chapter briefly reviews the main concepts of univariate and bivariate methods and provides an overview of the multivariate methods that will be discussed, bringing out the relationships among them, and summarising how to recognise what types of problem each of them may be appropriate for tackling. In the remaining chapters, introductions to the methods and important conceptual points are followed by the presentation of typical applications from psychology and medicine, using examples with fabricated data.

Instructions on how to do the analyses and how to make sense of the results are fully illustrated with dialogue boxes and output tables from SPSS, as well as details of how to interpret and report the output, and extracts of SPSS syntax and code from relevant SAS procedures.

This book gets students started, and prepares them to approach more comprehensive treatments with confidence. This makes it an ideal text for psychology students, medical students and students or academics in any discipline that uses multivariate methods.

Table of Contents

Preface. 1. Multivariate Techniques in Context. 2. Analysis of Variance (ANOVA). 3. Multivariate Analysis of Variance (MANOVA). 4. Multiple Regression. 5. Analysis of covariance (ANCOVA). 6. Partial Correlation, Mediation and Moderation. 7. Path Analysis. 8. Factor Analysis. 9. Discriminant Analysis and Logistic Regression. 10. Cluster Analysis. 11. Multidimensional Scaling. 12. Loglinear Models. 13. Poisson Regression. 14. Survival Analysis. 15. Longitudinal Data. Appendix: SPSS and SAS Syntax.

This book provides a comprehensive introduction to psychological assessment and covers areas not typically addressed in existing test and measurements texts, such as neuropsychological assessment and the use of tests in forensics settings. The book introduces the vocabulary of the profession and the most basic mathematics of testing early as being fundamental to understanding the field. Numerous examples are drawn from tests that the authors have written or otherwise helped to develop, reflecting the authors' deep understanding of these tests and their familiarity with problems encountered in test development, use, and interpretation. Following the introduction of the basic areas of psychometrics, the book moves to areas of testing that represent various approaches to measuring different psychological constructs (memory, language, executive function, etc.), with emphasis on the complex issue of cultural bias in testing. Examples of existing tests are given throughout the book; however, this book is not designed to prepare students to go out and administer, score, and interpret specific psychological tests. Rather, the purpose of this book is to provide the foundational core of knowledge about tests, measurement, and assessment constructs, issues, and quantitative tools. Explains what constitutes a psychological test, how tests are developed, how they are best used, and how to evaluate their strengths and weaknesses; Describes areas of testing that represent different approaches to measuring different psychological constructs; Explains applications of psychological testing to issues in the courts; Addresses how test authors and publishers design and research tests to address the difficult and demanding issues of cultural differences in test performance and interpretation of test results.

Strategies and Tactics of Behavioral Research and Practice focuses on the most effective methods for measuring and evaluating changes in behavior. The authors provide the rationale for different procedures for measuring behavior and designing within-subject comparisons between control and intervention conditions. The text explains the strengths and weaknesses of methodological alternatives for every topic so that behavioral researchers and practitioners can make the best decisions in each situation. This classic text has been extensively revised to be more accessible and practical. Not only does it feature much more discussion of how research methods are relevant to today's practitioners, it also includes additional examples based on field research and service delivery scenarios. With expanded coverage on creating experimental designs, as well as new chapters on behavioral assessment, the statistical analysis of data, and ethical issues associated with research methods, this book provides a strong foundation for direct behavioral measurement, within-subject research design, and interpretation of behavioral interventions. Enriched with more pedagogical features, including key terms, tables summarizing important points, figures to help readers visualize text, and updated examples and suggested readings, this book is an invaluable resource for students taking courses in research methods. This book is appropriate for researchers and practitioners in behavior analysis, psychology, education, social work, and other social and health science programs that address questions about behavior in research or practice settings.

A common question posed to PhD students from friends and family is, "What will you do after?" But many students are too focused on the PhD itself and have not yet had a chance to sufficiently think about post-PhD life. This book is a collection of 22 interviews with those have completed a PhD and then are now in an academic position or another career path. In either case, they have all been successful and have a multitude of insights to share with those who are interested in considering a variety of careers. Academic careers share many commonalities with many non-academic careers, with skills learned within academia being valuable in other career paths as well. Nearly all the individuals interviewed here have been on the job market recently and understand today's job climate. No other book on the market includes the diversity of perspectives presented here. In particular, the focus on psychology and neuroscience draws from a variety of individuals that have similar training but have nonetheless taken divergent paths.

This new edition illustrates all the major methods of research used in the social sciences with research articles on contemporary topics that will hold your students' interest. The lines in each article are sequentially numbered for easy reference during classroom discussions. New to this edition: While many of the articles from the sixth edition have been retained, 12 new articles have been added to illustrate a wider array of research methods and to keep this popular reader up-to-date.

The study of brain lesions and their impact on cognition and behavior has been the dominant tool used to examine the complex function of the brain for the last three centuries. By testing neuropsychological deficits that correlate with a lesion in a particular part of the brain, it is possible to hypothesise about the role and cognitive function of that individual brain area. Over the past several decades, the rapid development and implementation of many new technologies to visualize brain activity has greatly augmented our understanding of brain function. However, even now there are many experimental questions that are difficult, if not impossible to answer in any way other than lesion techniques. Such studies though are not without their own challenges to overcome such as lesion-induced neuroplasticity, widespread degenerative changes, and the permanent nature of a lesion. Recent developments in different fields of neuroscience have provided tools to overcome many of the problems related to conventional lesion techniques and have succeeded to synthesizing these new approaches with a variety of new techniques to visualize brain activity on the level of individual neurons as well as on the level of cognitive performance.

These 'virtual lesions' involve the temporary deactivation of a part of the brain, by means of a range of techniques that have been recently developed. Because these deactivations are reversible, and leave the neuronal substrate unaffected, they provide a much more controllable, and rigorous way of testing subjects. These 'virtual lesion' approaches provide an essential bridge across the gap between basic research and computational approaches and provide mechanisms to test the applicability of models and their annexant hypotheses. 'Virtual Lesions' provides a state of the art guide to the full range of reversible deactivation techniques available. With each chapter written by experts in their respective field, and providing evidence of the practical applications of their methods, along with potential pitfalls, the book will serve as a valuable and practical guide for future experimentation within cognitive neuroscience.

'... an important and captivating book, one that has been long awaited by all researchers interested in language and the brain.' Trends in Cognitive Sciences, 1999. The Neurocognition of Language brings together experts on human language and the brain to present the first critical overview of the cognitive neuroscience of language, one of the fastest-moving and most exciting areas today. In-depth discussion of the representations and structures of language, as well as of the cognitive architectures which underlie speaking, listening, and reading, will provide a basis for future brain imaging research. In addition, the existing brain imaging literature on word and sentence processing is critically reviewed, as well as contributions from brain lesion data. Finally, the book discusses the prospects and problems of brain imaging techniques for the study of language, presents some of the most recent and promising analytic procedures for relating brain imaging data to the higher cognitive functions, and contains a review of the neuroanatomical structure of Broca's language area. Uniquely interdisciplinary, this book will provide researchers and students in cognitive neuroscience with state-of-the-art reviews of the major language functions, while being of equal interest to researchers in linguistics and language who want to learn about the neural bases of language. It will be an essential purchase for anyone requiring an overview of our current understanding of the relation between language and the brain.

In this book the author's theoretical framework builds on linguistic and psychological research, arguing that similar image-schematic notions should be grouped together into interconnected family hierarchies, with complexity increasing with regard to the addition of spatial and conceptual primitives. She introduces an image schema logic as a language to model image schemas, and she shows how the semantic content of image schemas can be used to improve computational concept invention. The book will be of value to researchers in artificial intelligence, cognitive science, psychology, and creativity.

This open access textbook offers a practical guide into research ethics for undergraduate students in the social sciences. A step-by-step approach of the most viable issues, in-depth discussions of case histories and a variety of didactical tools will aid the student to grasp the issues at hand and help him or her develop strategies to deal with them. This book addresses problems and questions that any bachelor student in the social sciences should be aware of, including plagiarism, data fabrication and other types of fraud, data augmentation, various forms of research bias, but also peer pressure, issues with confidentiality and questions regarding conflicts of interest. Cheating, 'free riding', and broader issues that relate to the place of the social sciences in society are also included. The book concludes with a step-by-step approach designed to coach a student through a research application process.

This comprehensive guide offers a rich introduction to research methods, experimental design and data analysis techniques in developmental science, emphasizing the importance of an understanding of this area of psychology for any student or researcher interested in examining development across the lifespan. The expert contributors enhance the reader's knowledge base, understanding of methods, and critical thinking skills in their area of study. They cover development from the prenatal period to adolescence and old age, and explore key topics including the history of developmental research, ethics, animal models, physiological measures, eye-tracking, and computational and robotics models. They accessibly explore research measures and design in topics including gender identity development, the influence of neighborhoods, mother-infant attachment relationships, peer relationships in childhood, prosocial and moral development patterns, developmental psychopathology and social policy, and the examination of memory across the lifespan. Each chapter ends with a summary of innovations in the field over the last ten years, giving students and interested researchers a thorough overview of the field and an idea of what more is to come. Conducting Research in Developmental Psychology is essential reading for upper-level undergraduate or graduate students seeking to understand a new area of developmental science, developmental psychology, and human development. It will also be of interest to junior researchers who would like to enhance their knowledge base in a particular area of developmental science, human development, education, biomedical science, or nursing.

This book assembles research findings accumulated over the span of half a century from the Jefferson Longitudinal Study (JLS). This study, initiated in 1970, is the most comprehensive, extensive, and uninterrupted longitudinal study of medical students and graduates maintained in a single medical school. The study was based on the conviction that medical schools have a social responsibility and ethical obligation to monitor the quality of their educational programs, to assess their educational outcomes, and to ensure that their educational goals have been achieved for the purposes of public safety. The JLS has resulted in a large number of publications in professional peer-reviewed journals and presentations in national and international meetings. Some medical schools have expressed interest in learning more about the JLS, requesting copies of the instruments we used in the study, information about how to set up a longitudinal study of medical education, and other needed resources. In response to a request from Academic Medicine [2011, 86(3), p. 404], we prepared and published in that journal a schematic snapshot of the JLS for those interested in a model for the development of a longitudinal study of medical students and graduates. The JLS is well-known to the medical education research communities. A recent Google search using keywords "Jefferson Longitudinal Study" resulted in 1,550,000 hits, an indication of its broad popularity among researchers. At the present time, the JLS database contains academic information, assessments, and educational and career outcomes for 13,343 medical students and graduates of Sidney Kimmel (formerly Jefferson) Medical College of Thomas Jefferson University. There are presently 502 variables in the JLS analytic database. This book presents a collection of 207 abstracts of major publications from peerreviewed journals, books, and book chapters in which data and information from the JLS were used. In this book, we classified the abstracts, based on their primary contents, into the following categories: Admissions of the Applicants to Medical School (e.g., standardized tests, academic preparation, other admission variables). Demographic Composition (e.g., gender, age, race/ethnicity). Performance Evaluations in Medical School (e.g., preclinical and clinical phases). Postgraduate and Career (e.g., assessment of clinical competence in residency training, career choice, specialization, professional activities). Psychosocial Attributes (e.g., personal qualities, indicators of physical and mental well-being). Professionalism (e.g., assessment of elements of professionalism in medicine, such as clinical empathy, attitudes toward interprofesssional collaboration, and orientation.

To generate coherent behaviour, the brain needs to attend selectively to the many objects that are present in the environment, but this poses several questions. How does the brain know which objects 'belong together'? How does the information from different senses get combined? How does this help to plan and carry out actions? The subject of attentional mechanisms has a long history in cognitive psychology, as it is the key to making sense of the visual world. However, new developments in cognitive neuroscience, and greater understanding of how attention and action are integrated, have transformed the field. This book is the first to bring together leading researchers to discuss the convergence of experimental findings in the following areas: Visual selective attention Attention and perceptual integration Spatial representation and attention Visual attention and action Control of attention Attention, Space, and Action provides a unique combination of perspectives that will appeal to students and researchers from psychology, neuropsychology, neurophysiology, and neuroanatomy.

This book addresses issues related with researching sensitive topics in social work, focusing on marginalized, vulnerable and hard to reach people. It covers the definition, characteristics, challenges and opportunities of sensitive research, its philosophical roots and methodological debates, and the skills and values that are required along with the ethical, political and legal issues involved in conducting social work research. This book will cover innovative research methods appropriate for research on sensitive topics involving vulnerable people. It shines light on how to use traditional research methods sensitively, and how to generate data while minimizing the harm that can potentially be caused to research participants and researchers.

Behavioral scientists - including those in psychology, infant and child development, education, animal behavior, marketing and usability studies - use many methods to measure behavior. Systematic observation is used to study relatively natural, spontaneous behavior as it unfolds sequentially in time. This book emphasizes digital means to record and code such behavior; while observational methods do not require them, they work better with them. Key topics include devising coding schemes, training observers and assessing reliability, as well as recording, representing and analyzing observational data. In clear and straightforward language, this book provides a thorough grounding in observational methods along with considerable practical advice. It describes standard conventions for sequential data and details how to perform sequential analysis with a computer program developed by the authors. The book is rich with examples of coding schemes and different approaches to sequential analysis, including both statistical and graphical means.

Several Python programming books feature tools designed for experimental psychologists. What sets this book apart is its focus on eye-tracking. Eye-tracking is a widely used research technique in psychology and neuroscience labs. Research grade eye-trackers are typically faster, more accurate, and of course, more expensive than the ones seen in consumer goods or usability labs. Not surprisingly, a successful eye-tracking study usually requires sophisticated computer programming. Easy syntax and flexibility make Python a perfect choice for this task, especially for psychology researchers with little or no computer programming experience. This book offers detailed coverage of the Pylink library, a Python interface for the gold standard EyeLink (R) eye-trackers, with many step-by-step example scripts. This book is a useful reference for eye-tracking researchers, but you can also use it as a textbook for graduate-level programming courses.

This book explores a new approach to understanding the human mind - rational analysis - that regards thinking as a facility adapted to the structure of the world. This approach is most closely associated with the work of John R Anderson, who published the original book on rational analysis in 1990. Since then, a great deal of work has been carried out in a number of laboratories around the world, and the aim of this book is to bring this work together for the benefit of the general psychological audience. The book contains chapters by some of the world's leading researchers in memory, categorisation, reasoning, and search, who show how the power of rational analysis can be applied to the central question of how humans think. It will be of interest to students and researchers in cognitive psychology, cognitive science, and animal behaviour.

Social science methods such as surveys, observations and content analyses are used in market research, studies of contemporary history, urban planning and communication research. They are all the more needed by sociologists and empirically working political scientists. Whether in the context of evaluating a prevention programme or for surveying health behaviour or for a study on social mobility, the confident handling of the social science instruments is always a prerequisite for obtaining reliable results. This book provides important information for users and developers of these instruments. It deals with the theoretical foundations of the methods, the steps in the conception and implementation of a project, the many variants of data collection, the methods to be used in the selection of study units, as well as the principles to be observed in the evaluation and documentation of the findings. With the help of numerous examples, a particularly clear presentation is achieved. In the fourth, updated edition, river sampling has now been included in the selection process, digital methods are increasingly presented and, against the background of the new data protection regulation, research ethics and data protection are also updated.

This practical, activity-based textbook from well-known psychology author Cara Flanagan covers everything you need to know for the research methods part of your A Level psychology course.The skills, knowledge and understanding needed to get to grips with this challenging part of the course are delived in an appealing magazine-style layout. Appropriate for all AS and A Level Psychology specifications (AQA, OCR, WJEC/Eduqas and Edexcel), this book is perfect for learning about research methods either as a stand-alone or integrated part of the course.

This book offers a critical account of the conceptual, theoretical, and methodological developments in key areas of psychology in India, providing insights into the developments and advances as well as future directions. Filling an important gap in the literature on the history of psychology in India, it brings together contributions by leading scholars to present a clear overview of the state of the art of the field. The thematic parts of the book discuss the historical perspectives: development of psychology in India; research methodologies in the West and India; future directions for research in the field. The book is of special interest to researchers, school administrators, curriculum designers, and policymakers.

This book uses visual psychological anthropology to explore trauma, gendered violence, and stigma through a discussion of three ethnographic films set in Indonesia: 40 Years of Silence (Lemelson 2009), Bitter Honey (Lemelson 2015), and Standing on the Edge of a Thorn (Lemelson 2012). This exploration "widens the frame" in two senses. First, it offers an integrative analysis that connects the discrete topics and theoretical concerns of each film to crosscutting themes in Indonesian history, society, and culture. Additionally, it sheds light on all that falls outside the literal frame of the screen, including the films' origins; psychocultural and interpersonal dynamics and constraints of deep, ongoing collaborations in the field; narrative and emotional orientations toward editing; participants' relationship to their screened image; the life of the films after release; and the ethics of each stage of filmmaking. In doing so, the authors widen the frame for psychological anthropology as well, advocating for film as a crucial point of engagement for academic audiences and for translational purposes. Rich with critical insights and reflections on ethnographic filmmaking, this book will appeal to both scholars and students of visual anthropology, psychological anthropology, and ethnographic methods. It also serves as an engrossing companion to three contemporary ethnographic films.

Implicit learning is said to occur when a person learns about a complex stimulus without necessarily intending to do so, and in such a way that the resulting knowledge is difficult to express. Over the last 30 years, a number of studies have claimed to show evidence of implicit learning. In more recent years, however, considerable debate has arisen over the extent to which cognitive tasks can in fact be learned implicitly. Much of the debate has centred on the questions of how unconscious, and how abstract, is implicitly acquired knowledge? The aim of this book is to provide students and researchers with a self-contained and balanced summary of the various theoretical and empirical positions that are currently shaping this exciting area of research.

This compendium of examples of psychological concepts and phenomena is designed to make it easier for both novice and experienced teachers of psychology at all levels to bring new and/or particularly illuminating examples to their lectures and other presentations. Psychology instructors know that vivid examples bring concepts to life for students, making psychology both more accessible and interesting. Having a good supply of such examples can be particularly important when, as often happens, students fail to immediately grasp particular points, especially those that are complex or difficult. Generating compelling examples can be challenging, particularly when teaching a course, such as Introductory Psychology, in which much of the material is outside one's main area of expertise, when teaching a course for the first time, or when teaching a course that is entirely outside one's main area of expertise. This compendium will serve as a one-stop reference that presents a topic-organized body of compelling examples that instructors can explore as they prepare their teaching materials. The examples they will find range from simple illustrations (e.g., muting an obnoxious commercial as an example of negative reinforcement), to videos (e.g., of a patient with prosopagnosia), to brief stories (e.g., about how confirmation bias led a man to dismantle a kitchen because he assumed that an electrical stove's whining clock was a trapped kitten), to short summaries of research that illustrate a concept or phenomenon. Beyond their value for enhancing the quality and interest level of classroom lectures, the examples in this book can help teachers find ideas for engaging multiple-choice exam and quiz items. They can also serve as stimuli for writing assignments and small group discussions in which students are asked to come up with additional examples of the concept or phenomenon, or link them to other concepts or phenomena.

Written for social science scholars who want to learn more about the qualitative way of thinking, this book addresses the full continuum of issues about the qualitative methodologies. At one end of that continuum are the deeply philosophical concerns of ontology and epistemology. At the other -- concrete -- end of that continuum are the practical issues of what is considered evidence: How does one go about gathering evidence? Where, when, and how does one analyze evidence? What are the alternative ways of dealing with tone and voice in writing qualitative research? The attention to practical, concrete issues makes this book useful as a handbook providing a great deal of vital information to scholars who want a guide to making decisions as they navigate their research questions through the qualitative realm.
Uniquely qualified to write such a book, Potter has earned PhDs in both qualitative methods (with a concentration in linguistics and field studies) and in quantitative methods (with a concentration in social science theory and statistics). The book is not an ideological argument that glorifies one system of thinking while attempting to persuade the reader that other systems of thinking are bankrupt. Rather, the book presents a respectful, balanced analysis of the strengths and weaknesses of the qualitative approach.
The book builds to a controversial final chapter entitled "Is Convergence a Possibility?" in which Potter synthesizes a conclusion from his analysis of a wide range of qualitative studies across three broad topic areas -- text focused research, audience focused research, and institution focused research -- and across seven major qualitative methodologies -- ethnography, ethnomethodology, reception study, ecological psychology, symbolic interactionism, cultural studies, and textual analysis. His conclusion is that not only is there a possibility of a convergence between qualitative and quantitative approaches, but that the convergence has already happened.
The book includes an appendix in which 95 books and articles using the qualitative approach are abstracted and analyzed to illustrate key points of methodology and methods. It also includes subject and author indexes.

This unique book provides a comprehensive and detailed coverage of configural frequency analysis (CFA), the most useful method of analysis of categorical data in person-oriented research. It presents the foundations, methods, and models of CFA and features numerous empirical data examples from a range of disciplines that can be reproduced by the readers. It also addresses computer applications, including relevant R packages and modules. Configural frequency analysis is a statistical method that allows the processing of important and interesting questions in categorical data. The perspective of CFA differs from the usual perspective of relations among variables; its focus is on patterns of variable categories that stand out with respect to specific hypotheses, and as such, CFA allows for testing numerous substantive hypotheses. The book describes the origins of CFA and their relation to chi-square analysis as well as the developments that are based on log-linear modeling. The models covered range from simple models of variable independence to complex models that are needed when causal hypotheses are tested. Empirical data examples are provided for each model. New models are introduced for person-oriented mediation analysis and locally optimized time series analysis, and new results concerning the characteristics of CFA methods are bolstered using Monte Carlo simulations. Primarily intended for researchers and students in the social and behavioral sciences, the book will also appeal to anyone who deals with categorical data from a person-centered perspective.

Human-Computer Interaction draws on the fields of computer science, psychology, cognitive science, and organisational and social sciences in order to understand how people use and experience interactive technology. Until now, researchers have been forced to return to the individual subjects to learn about research methods and how to adapt them to the particular challenges of HCI. This is the first book to provide a single resource through which a range of commonly used research methods in HCI are introduced. Chapters are authored by internationally leading HCI researchers who use examples from their own work to illustrate how the methods apply in an HCI context. Each chapter also contains key references to help researchers find out more about each method as it has been used in HCI. Topics covered include experimental design, use of eyetracking, qualitative research methods, cognitive modelling, how to develop new methodologies and writing up your research.