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"Widely regarded as the authoritative work on the principles and practice of applied behavior analysis (ABA), this indispensable volume is now in a revised and expanded second edition. Leading experts present evidence-based procedures for supporting positive behaviors and reducing problem behaviors with children and adults in diverse contexts. Chapters delve into applications in education, autism treatment, addictions, behavioral pediatrics, and other areas. Covering everything from behavioral assessment and measurement to the design and implementation of individualized interventions, the Handbook is a complete reference and training tool for ABA practitioners and students. Key Words/Subject Areas: ABA therapy, behavior analysts, developmental disabilities, autism spectrum disorders, autism treatments, behavior management, functional behavioral assessments, texts, textbooks, research handbooks, positive reinforcement, behavioral pediatrics, behavioural, behaviorism, children, adults, principles and procedures, graduate courses, classes, BCBA certification, training, reducing problem behaviors, treating autistic kids, behavioral treatments, early interventions, positive behavior supports, comprehensive guide, special education Audience: Behavior analysts and trainees working with children and adults, including special educators, school and clinical psychologists, autism specialists, and behavioral medicine professionals"--
Primary text or supplement for graduate-level courses or seminars on applied behavior analysis, educational reform, and evidence-based curriculum and instruction. The nineteen chapters in this edited volume were developed from presentations given at The Ohio State University's Third Focus on Behavior Analysis in Education Conference. The contributing authors present literature reviews, conceptual analyses, and data from several original studies; they describe advancements in curricula, classroom and schoolwide interventions, and teacher training programs; and they offer personal perspectives on the current status and future directions of behavior analysis in education. This text is an ideal resource for three groups (1) educators seeking information and resources on measurably effective instructional tools; (2) students of behavior analysis wishing to learn about its applications, accomplishments, and future research needs in education; and (3) anyone-pre-service education major, in-service teacher, school administrator, parent, or consumer-who has heard about the "behavioral approach" and wonders what it is all about.
One of the largest and most complex human services systems in history has evolved to address the needs of people with autism and intellectual disabilities, yet important questions remain for many professionals, administrators, and parents. What approaches to early intervention, education, treatment, therapy, and remediation really help those with autism and other intellectual disabilities improve their functioning and adaptation? Alternatively, what approaches represent wastes of time, effort, and resources? Controversial Therapies for Autism and Intellectual Disabilities, 2nd Edition brings together leading behavioral scientists and practitioners to shed much-needed light on the major controversies surrounding these questions. Expert authors review the origins, perpetuation, and resistance to scrutiny of questionable practices, and offer a clear rationale for appraising the quality of various services. The second edition of Controversial Therapies for Autism and Intellectual Disabilities has been fully revised and updated and includes entirely new chapters on psychology fads, why applied behavioral analysis is not a fad, rapid prompting, relationship therapies, the gluten-free, casein-free diet, evidence based practices, state government regulation of behavioral treatment, teaching ethics, and a parents’ primer for autism treatments.
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 long-awaited second edition of the classic textbook, Applied Behavior Analysis, provides a comprehensive, in-depth discussion of the field, providing a complete description of the principles and procedures needed to systematically change socially significant behavior and to understand the reasons for that change. The authors' goal in revising this best-selling text was to introduce students to ABA in as complete, technically accurate, and contemporary manner as possible. As a result, the book's scope, treatment of various principles, procedures, and issues suggest that it is intended for concentrated and serious study.Readers of the new second edition will appreciate the inclusion of: more than 1,400 citations to primary-source literature, including both classic and contemporary studies; a glossary of more than 400 technical terms and concepts; more than 100 graphs displaying original data from peer-reviewed research, with detailed descriptions of the procedures used to collect the data represented; five new chapters written by leading scholars in the field of behavior analysis; and the addition of The Behavior Analyst Certification Board(r) BCBA(r) and BCABA(r) Behavior Analyst Task List, Third Edition. First published in 1987, Applied Behavior Analysis remains the top-choice primary text for appropriate courses at universities in the United States and abroad with leading programs in behavior analysis. This comprehensive text, best-suited for all upper-level courses in basic principles, applications, and behavioral research methods, helps students, educators, and practitioners appreciate and begin to acquire the conceptual and technical skills necessary to foster socially adaptive behavior in diverse individuals.
Behavior Analysis with Machine Learning Using R introduces machine learning and deep learning concepts and algorithms applied to a diverse set of behavior analysis problems. It focuses on the practical aspects of solving such problems based on data collected from sensors or stored in electronic records. The included examples demonstrate how to perform common data analysis tasks such as: data exploration, visualization, preprocessing, data representation, model training and evaluation. All of this, using the R programming language and real-life behavioral data. Even though the examples focus on behavior analysis tasks, the covered underlying concepts and methods can be applied in any other domain. No prior knowledge in machine learning is assumed. Basic experience with R and basic knowledge in statistics and high school level mathematics are beneficial. Features: Build supervised machine learning models to predict indoor locations based on WiFi signals, recognize physical activities from smartphone sensors and 3D skeleton data, detect hand gestures from accelerometer signals, and so on. Program your own ensemble learning methods and use Multi-View Stacking to fuse signals from heterogeneous data sources. Use unsupervised learning algorithms to discover criminal behavioral patterns. Build deep learning neural networks with TensorFlow and Keras to classify muscle activity from electromyography signals and Convolutional Neural Networks to detect smiles in images. Evaluate the performance of your models in traditional and multi-user settings. Build anomaly detection models such as Isolation Forests and autoencoders to detect abnormal fish behaviors. This book is intended for undergraduate/graduate students and researchers from ubiquitous computing, behavioral ecology, psychology, e-health, and other disciplines who want to learn the basics of machine learning and deep learning and for the more experienced individuals who want to apply machine learning to analyze behavioral data.
Edited by high caliber experts, and contributed to by quality researchers and practitioners in psychology and related fields. Includes over 500 topical entries Each entry features suggested readings and extensive cross-referencing Accessible to students and general readers Edited by two outstanding scholars and clinicians
Flexible and Focused: Teaching Executive Function Skills to Individuals with Autism and Attention Disorders is a manual written for individuals who work with learners who struggle with executive function deficits. The manual takes the perspective that executive function skills can be improved through effective intervention, just like any other skills. This how-to manual provides practical strategies for teaching learners to be focused, organized, flexible, and able to effectively manage themselves. Ready-to-use lessons, data sheets, worksheets, and other tools for practitioners, educators, and parents are provided to help them tackle common problems associated with executive function deficits in learners of any diagnosis, ages 5 to adult. The principles of applied behavior analysis (ABA), which form the foundation of this manual, are translated into simple, easy-to-use procedures. Lessons for improving executive function skills in real-life everyday situations are provided in the following areas: - Self-awareness - Inhibition and impulse control - Self-management - Attention - Organization - Problem solving - Time management - Planning - Working memory - Emotional self-regulation - Flexibility - Provides an overview of what constitutes executive function skills - Outlines how techniques based on applied behavior analysis can be used to teach skills - Presents step-by-step lessons for practitioners, educators, and parents to implement with individuals with executive function deficits - Includes data sheets, task analyses, worksheets, and visual aids