Applying Generalizability Theory To Analyze Observational Data In Single Subject Research
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Author | : Hoi K. Suen |
Publisher | : Psychology Press |
Total Pages | : 350 |
Release | : 2014-03-05 |
Genre | : Psychology |
ISBN | : 1317766695 |
This volume provides a comprehensive summary of developments in theories and techniques within the areas of sampling, measurement, and statistical methods for analyzing behavioral data. By unifying new theories, techniques, methodologies, terminology, and language in behavioral observation research, the authors provide a comprehensive source for students and researchers.
Author | : Jean Cardinet |
Publisher | : Routledge |
Total Pages | : 228 |
Release | : 2011-03-04 |
Genre | : Psychology |
ISBN | : 1135240329 |
Intended to help improve measurement and data collection methods in the behavioral, social, and medical sciences, this book demonstrates an expanded and accessible use of Generalizability Theory (G theory). G theory conceptually models the way in which the reliability of measurement is ascertained. Sources of score variation are identified as potential contributors to measurement error and taken into account accordingly. The authors demonstrate the powerful potential of G theory by showing how to improve the quality of any kind of measurement, regardless of the discipline. Readers will appreciate the conversational style used to present a comprehensive review of G theory and its application using the freeware EduG. To maximize understanding the authors illustrate all fundamental principles with concrete examples from different fields and contexts. Annotated applications lead students through the main concepts of G theory, while illustrating both the use of EduG and interpretation of its output. Formulas are avoided wherever possible. Exercises with data sets available on the Psychology Press website allow readers to carry out their own analyses to reinforce understanding. Brief overviews of analysis of variance, estimation, and the statistical error model are provided for review. The procedures involved in carrying out a generalizability study using EduG follow, as well as guidance in the interpretation of results. Real-world applications of G theory to the assessment of depression, managerial ability, attitudes, and writing and mathematical skills are then presented. Next, annotated exercises provide an opportunity for readers to use EduG and interpret its results. The book concludes with a review of the development of G theory and possible new directions of application. Finally, for those with a strong statistical background, the appendixes provide the formulas used by EduG. Ideal as a supplement for courses on measurement theory and/or generalizability theory taught in departments of psychology, education, medicine, and the social sciences, this text will also appeal to researchers from a variety of fields interested in learning how to apply G theory to their studies.
Author | : David H. Barlow |
Publisher | : Allyn & Bacon |
Total Pages | : 0 |
Release | : 1984 |
Genre | : Behavior modification |
ISBN | : 9780205142712 |
Author | : Neil J. Salkind |
Publisher | : SAGE |
Total Pages | : 1779 |
Release | : 2010-06-22 |
Genre | : Philosophy |
ISBN | : 1412961270 |
"Comprising more than 500 entries, the Encyclopedia of Research Design explains how to make decisions about research design, undertake research projects in an ethical manner, interpret and draw valid inferences from data, and evaluate experiment design strategies and results. Two additional features carry this encyclopedia far above other works in the field: bibliographic entries devoted to significant articles in the history of research design and reviews of contemporary tools, such as software and statistical procedures, used to analyze results. It covers the spectrum of research design strategies, from material presented in introductory classes to topics necessary in graduate research; it addresses cross- and multidisciplinary research needs, with many examples drawn from the social and behavioral sciences, neurosciences, and biomedical and life sciences; it provides summaries of advantages and disadvantages of often-used strategies; and it uses hundreds of sample tables, figures, and equations based on real-life cases."--Publisher's description.
Author | : Richard J. Shavelson |
Publisher | : SAGE |
Total Pages | : 156 |
Release | : 1991-07-23 |
Genre | : Mathematics |
ISBN | : 9780803937451 |
In this volume, Shavelson and Webb offer an intuitive development of generalizability theory and cover a wide variety of topics such as generalizability studies with nested facets and with fixed facets, measurement error and generalizability coefficients, and decision studies with same and with different designs. Detailed illustrations, examples and exercises all serve to clearly describe the logic underlying major concepts in generalizability theory and assist readers in applying these methods when investigating the consistency of their own measurements.
Author | : Susan B. Neuman |
Publisher | : International Reading Assn |
Total Pages | : 179 |
Release | : 1995 |
Genre | : Education |
ISBN | : 9780872071285 |
Intended as a guide for both novice and experienced researchers, this collection of articles focuses on single-subject experimental research used for investigations in literacy. The premise of the collection is that this single-subject approach allows researchers--both those from outside the classroom and teacher-researchers--to discover how an instructional intervention affects the student actually in need of assistance. The articles and their authors are: (1) "What Is Single-Subject Experimental Research?" (Sandra McCormick); (2) "Reversal Designs" (David B. Yaden, Jr.); (3) "Multiple-Baseline Designs" (James Kucera and Saul Axelrod); (4) "Alternating-Treatments Designs" (Susan B. Neuman); (5) "Statistical Analysis Procedures for Single-Subject Designs" (Michael L. Kamil); (6)"Combining Single-Subject Designs with Qualitative Research" (Tanja L. Bisesi and Taffy E. Raphael); (7) "Teachers Using Single-Subject Designs in the Classroom" (Judith A. Braithwaite); and (8) "Important Issues Related to Single-Subject Experimental Research" (Annemarie Sullivan Palincsar and Andrea DeBruin Parecki). Three appendixes conclude the collection: Appendix A--"Conventions for Displaying Data on Line Graphs" (Sandra McCormick); Appendix B--"Comparison of Research Methodologies Commonly Used in Literacy Investigations" (Sandra McCormick); and Appendix C--"Single-Subject Experimental Research Studies with Literacy-Related Themes" (Susan B. Neuman). (NKA)
Author | : Eric Emerson |
Publisher | : John Wiley & Sons |
Total Pages | : 656 |
Release | : 2004-08-13 |
Genre | : Psychology |
ISBN | : 0470020806 |
The landmark International Handbook of Applied Research in Intellectual Disabilities presents, explains, and illustrates key methods of research and evaluation of proven relevance and value to the field of intellectual disabilities. It features sections on the concepts and theoretical models underlying research and evaluation, the methods and techniques themselves, and the key application areas where the methods are demonstrated in action. Coverage includes applications in educational, social, family, health, and employment aspects of care and provision for those with intellectual disabilities.
Author | : M. Teresa Anguera |
Publisher | : Frontiers Media SA |
Total Pages | : 305 |
Release | : 2019-10-04 |
Genre | : |
ISBN | : 2889459624 |
Assessment in natural contexts through observation is unquestionably complex. Systematic observation grounded in observational methodology offers a wide range of possibilities to the rigorous study of everyday behavior in their natural context. These possibilities have been enriched in recent decades with the explosion of information and communication technologies. In this eBook we assemble 23 articles from several researchers who have made important contributions to this evolving field. The articles included in this eBook has been organized with a first part on general methodological developments and a second part with methodological contributions that emphasize different application areas. Considering the enormous possibilities of the systematic observation in the study of daily life, we hope this eBook will be useful to understand innovative applications in different fields.
Author | : Paul Yoder, PhD |
Publisher | : Springer Publishing Company |
Total Pages | : 249 |
Release | : 2010-02-16 |
Genre | : Psychology |
ISBN | : 0826137989 |
"Yoder and Symons bring decades of work to bear and it shows....[The book is] presented with broad scholarship and conceptual depth." óRoger Bakeman, PhD Professor Emeritus Georgia State University "This outstanding volume transcends the typical treatment of behavior observation methods in introductory research texts. Yoder and Symons articulate a set of measurement principles that serve as the foundation for behavior observation as a scientific tool." óWilliam E. MacLean Jr., PhD Executive Director Wyoming Institute for Disabilities University of Wyoming This comprehensive textbook introduces graduate students to the competent conduct of observational research methods and measurement. The unique approach of this book is that the chapters delineate not only the techniques and mechanics of observational methods, but also the theoretical and conceptual underpinnings of these methods. The observational methods presented can be used for both single-subject and group-design perspectives, showing students how and when to use both methodologies. In addition, the authors provide many practical exercises within chapters as well as electronic media files of a sample observation session to code with multiple behavior sampling methods. Key topics: Improving measurement of generalized characteristics through direct observation and the generalizability theory Developing coding schemes and designing or adapting coding manuals Determining sampling methods and metrics for observational variables Training observers and assessing their agreement Performing sequential analysis on observational data Assessing the validity of observational variables
Author | : |
Publisher | : |
Total Pages | : 360 |
Release | : 1998 |
Genre | : Education |
ISBN | : |