Statistics For Applied Behavior Analysis Practitioners And Researchers

Statistics for Applied Behavior Analysis Practitioners and Researchers provides practical and useful content for individuals who work directly with, or supervise those who work directly with, individuals with ASD. This book introduces core concepts and principles of modern statistical analysis that practitioners will need to deliver ABA services. The organization of the book works through the flow of behavior analytic service provision, aiming to help practitioners read through research, evaluate intervention options, incorporate statistics in their analysis of time-series intervention and assessment data, and effectively communicate assessment and intervention effects using statistics. As professionals who provide applied behavior analysis (ABA) services are required to use evidence-based practices and make data-based decisions regarding assessments and interventions, this book will help them take a modern, scientific approach to derive knowledge and make decisions based on statistical literacy. Examines classical methods of statistics that focus on group design and its applications to ABA research Discusses the unique challenges of time-series data and reviews simple solutions Covers current standards in writing and presenting statistical effects of interventions Focuses on statistical analysis for single case designs

Research Methods in Applied Behavior Analysis, 3rd Edition is a practical and accessible text that provides the beginning researcher with a clear description of how behavior analysts conduct applied research and submit it for publication. In a sequence of ten logical steps, this text covers the elements of single-case research design and the practices involved in organizing, implementing, and evaluating research studies. This revision covers important new topics for consideration when designing a study including ecological validity, procedural fidelity, and the consecutive controlled case series design which includes replications of single-cases, and the statistical analysis of accumulated studies. Included also are chapter summaries, specific tips for master's and doctoral researchers as well as recommended procedures for BCBA consultants. Rich with details from the authors' vast experience and numerous examples from published research, this text is an indispensable resource for students of applied behavior analysis and for practicing behavior analysts.

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.

Learn how you can make a name for yourself in the field of applied behavior analysis research. If you’re like many practitioners in the field of applied behavior analysis (ABA), you may encounter barriers when conducting research—including limited resources, competing contingencies, an absence of a formal institutional review board, and rigorous methodology requirements. This book addresses these limitations directly, and offers strategies for contributing to research literature, advancing your career, and making professional scholarly submissions over the course of your career. In this book, you’ll find a thorough discussion about the research-to-practice gap, arguments for why ABA practitioners should publish, tips for ensuring ethical research practices, time management skills to help you stay productive, and strategies for overcoming common obstacles in research. Also included are practical ways to conduct research in applied settings, information about receiving mentorship, tips for writing, a quick reference guide to the editorial process, examples of applied studies, and resources to help you get started right away.

Behavior and Sequential Analyses: Principles and Practice provides a step-by-step approach to such computer-facilitated behavior analysis research and evaluation procedures. Tom Sharpe and John Koperwas emphasize methods designed to collect and analyze both the multiple characteristics of behaviors and events of interest and the time-based or sequential characteristics of behavior and event relationships. Intended for an interdisciplinary audience, this is the only text to guide readers through development and implementation of technologically supported multiple-event, multiple measure, discrete and sequential analysis of behavior. Developed as an introductory to intermediate level methodology text for advanced undergraduate and graduate students in social and behavioral sciences and education, Behavior and Sequential Analyses: Principles and Practice is also a unique and indispensable reference for the experienced researcher.

By the end of his long life, B. F. Skinner (1904-1990) had become one of the most influential and best known of psychologists (Gilgen, 1982; Heyduke & Fenigstein, 1984). An important feature of the approach to the study of behavior that he championed, behavior analysis, is the intensive study of individual subjects over time. This approach, which is characterized by the use of within-subject experimental designs, repeated and direct measures of behavior, and graphic analysis of data, stands in marked contrast to the research methods favored by many nonbehavioral psychologists. Skinner discussed the advantages of his approach in a number of books (e.g., Skinner, 1938, 1953, 1979), but never devoted a book to methodology. Sidman (1960) and Johnson and Pennypack (1993b) did devote books to behavior analytic research methodology. These books are of excep tionally high quality and should be read carefully by anyone interested in behavior analysis. They are sophisticated, however, and are not easy reads for most neophyte behaviorists. Introductory-level books devoted entirely to methods of applied behavior analysis (e.g., Kazdin, 1982; Barlow & Hersen, 1984) are easier to understand, but somewhat limited in coverage.

This very practical, how-to text provides the beginning researcher with the basics of applied behavior analysis research methods. In 10 logical steps, this text covers all of the elements of single-subject research design and it provides practical information for designing, implementing, and evaluating studies. Using a pocketbook format, the authors provide novice researcher with a "steps-for-success" approach that is brief, to-the-point, and clearly delineated.

The behavior analytic research community emphasizes within-subject research methodologies to study relations between individual behavior and the environment. This is unique as behavior analytic practitioners can then replicate directly the research they read when determining whether a research finding applies to the clients with whom they work. Research Ethics in Behavior Analysis: From Laboratory to Clinic and Classroom is a reference guide for behavior analysts who conduct, supervise, or consume research specific to behavior analysis. This book is sequenced to follow the natural research process, beginning with an introduction to the history of research ethics that led to modern principles and values of scientific research ethics. The reader is taken through sequential steps from obtaining resources to support a research project through participant recruitment, conducting the study, communicating results, and supporting replication. Each chapter incorporates critical and under-discussed topics unique to research ethics in behavior analysis such as diversity, equity, and inclusion in the research process; balancing methodological rigor with clinical outcomes; aligning research and clinical goals; assessing generalization of research findings; the gray lines of assent and consent for intervention versus research; identifying and obtaining resources to support research; conflicts of interest; using technology and social media; and ethically handling data. Incorporates critical and under-discussed topics unique to research ethics in behavior analysis Reviews how to use technology and social media within your research Explains various approaches to communicating both negative and positive results Explores the gray lines of assent and consent for intervention versus research Written specifically for behavior analysts who conduct, supervise, or consume research specific to behavior analysis