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Books > Social sciences > Psychology > Psychological methodology
Written specifically for those with no prior programming experience and minimal quantitative training, this accessible text walks behavioral science students and researchers through the process of programming using MATLAB. The book explores examples, terms, and programming needs relevant to those in the behavioral sciences and helps readers perform virtually any computational function in solving their research problems. Principles are illustrated with usable code. Each chapter opens with a list of objectives followed by new commands required to accomplish those goals. These objectives also serve as a reference to help readers easily relocate a section of interest. Sample code and output and chapter problems demonstrate how to write a program and explore a model so readers can see the results obtained using different equations and values. A web site provides solutions to selected problems and the book's program code output and examples so readers can manipulate them as needed. The outputs on the website have color, motion, and sound. Highlights of the new edition include: *Updated to reflect changes in the most recent version of MATLAB, including special tricks and new functions. *More information on debugging and common errors and more basic problems in the rudiments of MATLAB to help novice users get up and running more quickly. *A new chapter on Psychtoolbox, a suite of programs specifically geared to behavioral science research. *A new chapter on Graphical User Interfaces (GUIs) for user-friendly communication. *Increased emphasis on pre-allocation of memory, recursion, handles, and matrix algebra operators. The book opens with an overview of what is to come and tips on how to write clear programs followed by pointers for interacting with MATLAB, including its commands and how to read error messages. The matrices chapter reviews how to store and access data. Chapter 4 examines how to carry out calculations followed by a review of how to perform various actions depending on the conditions. The chapter on input and output demonstrates how to design programs to create dialogs with users (e.g., participants in studies) and read and write data to and from external files. Chapter 7 reviews the data types available in MATLAB. Readers learn how to write a program as a stand-alone module in Chapter 8. In Chapters 9 and 10 readers learn how to create line and bar graphs or reshape images. Readers learn how to create animations and sounds in Chapter 11. The book concludes with tips on how to use MATLAB with applications such as GUIs and Psychtoolbox. Intended as a primary text for Matlab courses for advanced undergraduate and/or graduate students in experimental and cognitive psychology and/or neuroscience as well as a supplementary text for labs in data (statistical) analysis, research methods, and computational modeling (programming), the book also appeals to individual researchers in these disciplines who wish to get up and running in MATLAB.
The field of mathematical psychology began in the 1950s and includes both psychological theorizing, in which mathematics plays a key role, and applied mathematics motivated by substantive problems in psychology. Central to its success was the publication of the first Handbook of Mathematical Psychology in the 1960s. The psychological sciences have since expanded to include new areas of research, and significant advances have been made in both traditional psychological domains and in the applications of the computational sciences to psychology. Upholding the rigor of the original Handbook, the New Handbook of Mathematical Psychology reflects the current state of the field by exploring the mathematical and computational foundations of new developments over the last half-century. The second volume focuses on areas of mathematics that are used in constructing models of cognitive phenomena and decision making, and on the role of measurement in psychology.
This book focuses on the practical application of statistical techniques for assessing measurement invariance with less emphasis on theoretical development or exposition. Instead, it describes the methods using a pedagogical framework followed by extensive illustrations that demonstrate how to use software to analyze real data. The chapters illustrate the practical methods to assess measurement invariance and shows how to apply them to a range of data. The computer syntax and data sets used in this book are available for download here: people.umass.edu/cswells.
This volume collects recent studies conducted within the area of
medical education that investigate two of the critical components
of problem-based curricula--the group meeting and self-directed
learning--and demonstrates that understanding these complex
phenomena is critical to the operation of this innovative
curriculum. It is the editors' contention that it is these
components of problem-based learning that connect the initiating
"problem" with the process of effective "learning." Revealing how
this occurs is the task taken on by researchers contributing to
this volume. The studies include use of self-reports, interviews,
observations, verbal protocols, and micro-analysis to find ways
into the psychological processes and sociological contexts that
constitute the world of problem-based learning.
This useful guide educates students in the preparation of literature reviews for term projects, theses, and dissertations. The authors provide numerous examples from published reviews that illustrate the guidelines discussed throughout the book. New to the seventh edition: Each chapter breaks down the larger holistic review of literature exercise into a series of smaller, manageable steps Practical instructions for navigating today's digital libraries Comprehensive discussions about digital tools, including bibliographic and plagiarism detection software Chapter activities that reflect the book's updated content New model literature reviews Online resources designed to help instructors plan and teach their courses (www.routledge.com/9780415315746).
Introducing Research and Data in Psychology shows how research
design and data analysis are attainable and useful skills. It
introduces both experimental and non-experimental methods of
research and the analysis of data using both descriptive and
inferential statistics. The uses, interpretation and calculation of
common two sample statistical tests are explained. This
comprehensive textbook includes the following designed features to
help with technique:
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.
During the last several years social scientists have increasingly recognized the impact of globalization on research and practice. It is imperative that psychology as a field be cognizant of this ongoing shift and that psychologists begin to integrate their various models, theories, and perspectives into a global curriculum. Sponsored by the International Testing Commission, The ITC Handbook of International Testing and Assessment is dedicated to the advancement of theory, research, and practice in the area of international testing and assessment in psychology, education, counseling, organizational behavior, human resource management, and related disciplines. Bringing together international contributors from a range of disciplines, each chapter provides a review of testing and assessment research and practices around the world as well as a discussion of conceptual and methodological challenges to help advance the field. As The ITC Handbook, it also provides a historical perspective of international testing, the development of the ITC, and its guidelines. Recognizing that cultural and international contexts are essential to a true and accurate psychology, the authors describe how cultural, economic, political, and social factors in different countries frame the science and practice of testing and assessment. The ITC Handbook is a must-have resource for testing professionals and graduate students from psychology and related disciplines.
With a new chapter on the literature review, this accessible step-by-step guide to using the five major approaches to research design is now in a thoroughly revised second edition. The prior edition's user-friendly features are augmented by a new companion website with worksheets keyed to each chapter. For each approach, the text presents a template for a research proposal and explains how to conceptualize and fill in every section. Interdisciplinary research examples draw on current events and social justice issues. Unique coverage includes hot topics--replication studies, data sharing, and preregistration; tailoring proposals to different audiences; and more. Terminology commonly used in each approach is identified and key moments of ethical decision making are flagged. The book includes a general introduction to social research, an in-depth discussion of ethics, and a chapter on how to begin a research study. New to This Edition *New or expanded discussions of theory and literature in quantitative research, replication studies, preregistration of research, the critical paradigm in qualitative research, mixed methods research, approaching different kinds of organizations in community-based participatory research, and more. *Chapter on the literature review, including the ethics of citational practices. *Companion website with worksheets to aid in learning and practicing each chapter's key concepts. *Updated examples, references, and recommended readings throughout. Pedagogical Features *Multiple "Review Stops" in each chapter--quick quizzes with answer keys. *End-of-chapter writing exercises, research activities, and suggested resources. *Bolded key terms and an end-of-book glossary. *Boxed tips from experts in the respective approaches. *Pointers to downloadable worksheets throughout the chapters. *Author-created PowerPoints and chapter tests with answer keys available to instructors using the book in a course.
This book embeds a novel evolutionary analysis of human group selection within a comprehensive overview of multilevel selection theory, a theory wherein evolution proceeds at the level of individual organisms and collectives, such as human families, tribes, states, and empires. Where previous works on the topic have variously supported multilevel selection with logic, theory, experimental data, or via review of the zoological literature; in this book the authors uniquely establish the validity of human group selection as a historical evolutionary process within a multilevel selection framework. Select portions of the historical record are examined from a multilevel selectionist perspective, such that clashing civilizations, decline and fall, law, custom, war, genocide, ostracism, banishment, and the like are viewed with the end of understanding their implications for internal cohesion, external defense, and population demography. In doing so, its authors advance the potential for further interdisciplinary study in fostering, for instance, the convergence of history and biology. This work will provide fresh insights not only for evolutionists but also for researchers working across the social sciences and humanities.
This proceedings volume highlights the latest research and developments in psychometrics and statistics. It represents selected and peer reviewed presentations given at the 84th Annual International Meeting of the Psychometric Society (IMPS), organized by Pontificia Universidad Catolica de Chile and held in Santiago, Chile during July 15th to 19th, 2019. The IMPS is one of the largest international meetings on quantitative measurement in education, psychology and the social sciences. It draws approximately 500 participants from around the world, featuring paper and poster presentations, symposiums, workshops, keynotes, and invited presentations. Leading experts and promising young researchers have written the included chapters. The chapters address a large variety of topics including but not limited to item response theory, multistage adaptive testing, and cognitive diagnostic models. This volume is the 8th in a series of recent volumes to cover research presented at the IMPS.
This edited volume offers useful resources for researchers conducting fieldwork in various global conflict contexts, bringing together a range of international voices to relay important methodological challenges and opportunities from their experiences. The book provides an extensive account of how people do conflict research in difficult contexts, critically evaluating what it means to do research in the field and what the role of the researcher is in that context. Among the topics discussed: Conceptualizing the interpreter in field interviews in post-conflict settings Data collection with indigenous people Challenges to implementation of social psychological interventions Researching children and young people's identity and social attitudes Insider and outsider dynamics when doing research in difficult contexts Working with practitioners and local organizations Researching Peace, Conflict, and Power in the Field is a valuable guide for students and scholars interested in conflict research, social psychologists, and peace psychologists engaged in conflict-related fieldwork.
This book investigates how arts-based research methods can positively influence people's resilience and well-being, particularly in constraining environments. Using examples from arts-based research methods in different contexts and from across the globe, the book brings together a diverse range of perspectives to understand how both resilience and well-being can be supported in a world that is rarely stress free. Collectively they demonstrate how arts-based research methods can: provide agency through the foregrounding of participants' voices; afford transformational learning opportunities; create opportunities for relationship building; support creativity and new ways of thinking; generate aspirations and hope; encourage forms of communication that expose ideas, emotions and feelings that previously might not have been known or known how to be expressed; and enhance reflection and reflexivity. The authors explore how art-based practices, such as clowning, collage, dramatisation, drawing, painting, role-play and sculpting, can be used to support the resilience and well-being of individuals and groups across the lifespan, and theorize how arts-based research methods can positively contribute to participants' positive self-esteem, self-image and ability to cope with challenges and new circumstances. Academics, professional learning facilitators, higher education students, and anyone interested in resilience and well-being in the health and education sectors will find this an interesting and engaging text.
This book summarizes the latest research findings in the neurocircuitry of innate behaviors, covering major topics such as innate fear, aggression, feeding, reward, social interaction, parental care, spatial navigation, and sleep-wake regulation. For decades, humans have been fascinated by wild animals' instincts, like the annual two-thousand-mile migration of the monarch butterfly in North American, and the "imprint" behavior of newborn birds. Since these instincts are always displayed in stereotypical patterns in most individuals of a given species, the neural circuits processing such behaviors must be genetically hard-wired in the brain. Recently, with the development of modern techniques, including optogenetics, retrograde and anterograde virus tracing, and in vivo calcium imaging, researchers have been able to determine and dissect the specific neural circuits for many innate behaviors by selectively manipulating well-defined cell types in the brain. This book discusses recent advances in the investigation of the neural-circuit mechanisms underlying innate behaviors.
This second edition of Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of the principles that guide the design of observational studies. An observational study is an empiric investigation of effects caused by treatments when randomized experimentation is unethical or infeasible. Observational studies are common in most fields that study the effects of treatments on people, including medicine, economics, epidemiology, education, psychology, political science and sociology. The quality and strength of evidence provided by an observational study is determined largely by its design. Design of Observational Studies is organized into five parts. Chapters 2, 3, and 5 of Part I cover concisely many of the ideas discussed in Rosenbaum's Observational Studies (also published by Springer) but in a less technical fashion. Part II discusses the practical aspects of using propensity scores and other tools to create a matched comparison that balances many covariates, and includes an updated chapter on matching in R. In Part III, the concept of design sensitivity is used to appraise the relative ability of competing designs to distinguish treatment effects from biases due to unmeasured covariates. Part IV is new to this edition; it discusses evidence factors and the computerized construction of more than one comparison group. Part V discusses planning the analysis of an observational study, with particular reference to Sir Ronald Fisher's striking advice for observational studies: "make your theories elaborate." This new edition features updated exploration of causal influence, with four new chapters, a new R package DOS2 designed as a companion for the book, and discussion of several of the latest matching packages for R. In particular, DOS2 allows readers to reproduce many analyses from Design of Observational Studies.
This book explores and provides an overview of the Norwegian psychologist Jan Smedslund's life work on Psycho-logic. His contributions to science have been radical not only in challenging the empirical foundation of psychology, but also in seeking to develop a viable alternative. This book brings together various reflections on his key contributions from the 1960s to the present day. The volume features three chapters by Jan Smedslund, offering his updated views on psychological science and psychotherapy. It also features contributions from several scholars that critically evaluates his legacy. His seminal ideas are discussed, revised and expanded upon and the questions raised are put in relevant historical and interdisciplinary context. Respect for Thought is a valuable resource for psychological researchers, historians of psychology, cultural psychologists, critical psychologists, theoretical psychologists, clinical psychologists and psychotherapists, social scientists, philosophers of psychology, and philosophers of science.
* It offers an original answer to this question: evaluation spreads because we want to be evaluated. * Developing a critical reflection from a psychoanalytic perspective, it argues that workers are not mere victims of evaluation systems but are complicit in them. * Benedicte Vidaillet focuses on the aspects of our subjectivity that come into play in evaluation at work -our expectations, desires, need for recognition, our conceptions of ourselves at work, as well as our relationship with others such as colleagues, managers or clients - to explore how evaluation affects us, where it gets its evocative power, and what it stirs within us to make us want it, despite its detrimental effects in its currently practiced form. * Chapters draw on real-life examples, case studies from a variety of organizations, and observations from clinical practice, to provide insight into the many mechanisms that have enabled evaluation to spread unimpeded through our subjective complicity in the process, revealing how they came to seem so innocuous. * This book will be of interest to scholars studying the topic of evaluation at work from a critical perspective as well as professionals who use evaluation systems or are under the pressure of evaluation in all sectors and organizations. * By exposing the psychological mechanisms that evaluation uses to appeal to us, it gives each of us the tools we need to break free of its grasp.
Item response theory (IRT) is widely used in education and psychology and is expanding its applications to other social science areas, medical research, and business as well. Using R for Item Response Theory Model Applications is a practical guide for students, instructors, practitioners, and applied researchers who want to learn how to properly use R IRT packages to perform IRT model calibrations with their own data. This book provides practical line-by-line descriptions of how to use R IRT packages for various IRT models. The scope and coverage of the modeling in the book covers almost all models used in practice and in popular research, including: dichotomous response modeling polytomous response modeling mixed format data modeling concurrent multiple group modeling fixed item parameter calibration modelling with latent regression to include person-level covariate(s) simple structure, or between-item, multidimensional modeling cross-loading, or within-item, multidimensional modeling high-dimensional modeling bifactor modeling testlet modeling two-tier modeling For beginners, this book provides a straightforward guide to learn how to use R for IRT applications. For more intermediate learners of IRT or users of R, this book will serve as a great time-saving tool for learning how to create the proper syntax, fit the various models, evaluate the models, and interpret the output using popular R IRT packages.
It is universally accepted that sensitive and responsive caregiving leads to positive cognitive and socio-emotional outcomes for children. While several intervention approaches exist, this text brings together the rationale and current evidence base for one such approach-the Mediational Intervention for Sensitizing Caregivers (MISC). MISC integrates aspects of socio-emotional health and cognitive development as well as being less culturally intrusive than existing approaches. It is a strengths-based program complementing existing practices and cultures. Editors bring together in one volume the theory and research from the last decade supporting the MISC approach. Chapters focus on a range of topics, such as training the trainer, maternal depression and MISC, applying MISC to families reunited after migration-related separation and more. The book also focuses on several country-specific cases, such as applying MISC to HIV/AIDS-affected children in South Africa or in early childhood care settings in Israel. This book is essential reading for those working in early educational or clinical settings tasked with developing policy to ensure optimal child developmental outcomes. The book is applicable to professionals from a wide variety of disciplines including clinical, counselling, educational, psychology, psychiatry, paediatrics, nursing, social work and public health.
Personality assessment is a major component of many mental health practices, as well as a required course in most graduate programs in psychology. Interpreting Personality Tests is a clear, succinct guide that offers practicing clinical psychologists and graduate students precise interpretive guidelines for the four main personality inventories–MMPI-2, MCMI-III, CPI-R, and 16PF. This accessible book provides step-by-step procedures for clinical personality interpretation, helping mental health professionals determine the psychological health of their clients, ascertain maladjustment and problem behaviors, and ultimately reach a diagnosis. The book is divided into four chapters devoted to each of the key personality tests:
Clear and concise, Interpreting Personality Tests is an invaluable resource for everyone in the assessment field. The only concise guide to address each of the four most frequently used personality tests. Personality assessment is a crucial part of the mental health process. Interpreting Personality Tests is the ultimate guide for psychologists, counselors, and students who want to learn how to interpret the four key personality inventories. Offering hundreds of interpretive data profiles, this volume is a valuable source of information for these major objective personality tests:
For definitive, precise guidance on clinical personality interpretation, Interpreting Personality Tests is the reference the assessment field has been waiting for. |
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