Statistics For Applied Behavior Analysis Practitioners And Researchers
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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. - Describes the logic behind the many variations to statistically describe human behavior - Explains the conditions under which variations in statistical description are most appropriate - Highlights common methods for quantitively determine the effectiveness of an intervention - Discusses the unique challenges of the time-series data and reviews current solutions - Covers current standards in writing and presenting statistical effects of interventions - Reviews the application of statistical description for both single-case and between-group experimental designs
Disseminating Behavioral Research
Author: Annette K. Griffith
language: en
Publisher: Springer Nature
Release Date: 2023-12-09
Dissemination is a key component of the research process. While several fields have developed resources dedicated to training and supporting their scientists and practitioners as they are encouraged to disseminate within their fields and to the larger public audience, there has been a lack of formal guidance for dissemination within the behavioral sciences. Disseminating Behavioral Science aims to fill that gap, providing guidance across modalities for topics ranging from the peer-review process to conference presentation to nontraditional avenues for dissemination. The contents of this edited text, divided across six sections, serves as a roadmap for students, junior researchers, and senior scholars. The first section includes types of academic scholarship, types of dissemination, and strategies to ensure ethical dissemination. The second reviews traditional publication preparation, including tips for the writing process and key components to include in each section of a scientificmanuscript. Section Three explores publication within a traditional peer reviewed journal. Section Four outlines additional strategies to get research publicly recognized through conference presentations, social media and popular media sources, and white and grey literature. Sections Five and Six offer a consolidated glossary of all key terms in the text and combined reference list.
Design and Analysis of Single-Case Research
Author: Ronald D. Franklin
language: en
Publisher: Psychology Press
Release Date: 2014-01-14
This book focuses on one important aspect of psychological research -- the intensive study of people measured one or more at a time. Some important historical material is detailed in several chapters making a strong connection to previous material in psychology. Several contributors present important details on classical and novel methods to study behavior over time, and they do so in the context of appropriate statistical methods. This appropriately reflects the growing interest in examining dynamic behaviors by objective measurement. Key experimental design principles are expertly stated, reflecting the growing interest in studying the individual course of development for invariants in behaviors, including some unusual constructs such as cycles and punctuated equilibria. This book also deals with practical contemporary problems in psychology and documents the increased possibility of using clinical research tools. Taken as a whole, this volume is filled with interesting historical points, informative mathematical and statistical analyses, and practical methods. It is the only book addressing the issues of meta-analysis, cyclicity, and confounds to visual inspection of single subject data that considers ways in which statistical software can aid in overcoming these constraints.