Using Propensity Scores In Quasi Experimental Designs To Equate Groups
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Using Propensity Scores In Quasi Experimental Designs To Equate Groups
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Author : Forrest C. Lane
language : en
Publisher:
Release Date : 2010
Using Propensity Scores In Quasi Experimental Designs To Equate Groups written by Forrest C. Lane and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with categories.
Education research rarely lends itself to large scale experimental research and true randomization, leaving the researcher to quasi-experimental designs. The problem with quasi-experimental research is that underlying factors may impact group selection and lead to potentially biased results. One way to minimize the impact of non-randomization is through the use of propensity scores. First developed by Rosenbaum & Rubin (1983b), these scores allow researchers to balance non-equivalent groups though matching on a singular scalar variable. The present paper will present the theoretical framework behind propensity scores along with a heuristic data set to demonstrate propensity score calculation and evaluation. Appended is: "PASW (v17.0) Syntax for Propensity Score Matching using Matching within Calipers." (Contains 4 tables.).
Using R With Multivariate Statistics
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Author : Randall E. Schumacker
language : en
Publisher: SAGE Publications
Release Date : 2015-07-06
Using R With Multivariate Statistics written by Randall E. Schumacker and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-06 with Social Science categories.
Using R with Multivariate Statistics is a quick guide to using R, free-access software available for Windows and Mac operating systems that allows users to customize statistical analysis. Designed to serve as a companion to a more comprehensive text on multivariate statistics, this book helps students and researchers in the social and behavioral sciences get up to speed with using R. It provides data analysis examples, R code, computer output, and explanation of results for every multivariate statistical application included. In addition, R code for some of the data set examples used in more comprehensive texts is included, so students can run examples in R and compare results to those obtained using SAS, SPSS, or STATA. A unique feature of the book is the photographs and biographies of famous persons in the field of multivariate statistics.
Quasi Experimentation
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Author : Charles S. Reichardt
language : en
Publisher: Guilford Publications
Release Date : 2019-08-15
Quasi Experimentation written by Charles S. Reichardt and has been published by Guilford Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-15 with Business & Economics categories.
Featuring engaging examples from diverse disciplines, this book explains how to use modern approaches to quasi-experimentation to derive credible estimates of treatment effects under the demanding constraints of field settings. Foremost expert Charles S. Reichardt provides an in-depth examination of the design and statistical analysis of pretest-posttest, nonequivalent groups, regression discontinuity, and interrupted time-series designs. He details their relative strengths and weaknesses and offers practical advice about their use. Reichardt compares quasi-experiments to randomized experiments and discusses when and why the former might be a better choice. Modern moethods for elaborating a research design to remove bias from estimates of treatment effects are described, as are tactics for dealing with missing data and noncompliance with treatment assignment. Throughout, mathematical equations are translated into words to enhance accessibility.
Handbook Of Research Methods In Developmental Science
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Author : Douglas M. Teti
language : en
Publisher: John Wiley & Sons
Release Date : 2008-04-15
Handbook Of Research Methods In Developmental Science written by Douglas M. Teti and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-15 with Psychology categories.
The Handbook of Research Methods in Developmental Science is a collection of newly written articles that provide an overview of methods and approaches associated with the study of human development. Contains accessible contributions from some of the most renowned developmental scientists in the field. Provides basic information on the strengths and challenges inherent in traditional and complex research design. Discusses successful intervention approaches that have been used to promote intellectual, social, and linguistic development. Includes cutting-edge research that is forging new and exciting directions in developmental research. Provides students and scholars with a working understanding of research approaches and issues in the developmental sciences.
An Applied Guide To Research Designs
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Author : W. Alex Edmonds
language : en
Publisher: SAGE Publications
Release Date : 2016-04-20
An Applied Guide To Research Designs written by W. Alex Edmonds and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-20 with Social Science categories.
The Second Edition of An Applied Guide to Research Designs offers researchers in the social and behavioral sciences guidance for selecting the most appropriate research design to apply in their study. Using consistent terminology, authors W. Alex Edmonds and Thomas D. Kennedy visually present a range of research designs used in quantitative, qualitative, and mixed methods to help readers conceptualize, construct, test, and problem solve in their investigation. The Second Edition features revamped and expanded coverage of research designs, new real-world examples and references, a new chapter on action research, and updated ancillaries.
An Applied Reference Guide To Research Designs Quantitative Qualitative And Mixed Methods
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Author : W. Alex Edmonds
language : en
Publisher: SAGE
Release Date : 2012-01-17
An Applied Reference Guide To Research Designs Quantitative Qualitative And Mixed Methods written by W. Alex Edmonds and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-17 with Education categories.
Presents research designs in education and the social and behavioral sciences in a way that students and researchers can readily understand and accurately apply in their own investigations. This book covers practical and common research designs used in educational and the social and behavioral sciences.
The Encyclopedia Of Clinical Psychology 5 Volume Set
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Author : Robin L. Cautin
language : en
Publisher: John Wiley & Sons
Release Date : 2015-01-20
The Encyclopedia Of Clinical Psychology 5 Volume Set written by Robin L. Cautin and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-20 with Psychology categories.
"Recommended. Undergraduates through faculty/researchers; professionals/practitioners;general readers." —Choice Includes well over 500 A-Z entries of between 500 and 7,500 words in length covering the main topics, key concepts, and influential figures in the field of clinical psychology Serves as a comprehensive reference with emphasis on philosophical and historical issues, cultural considerations, and conflicts Offers a historiographical overview of the ways in which research influences practice Cites the best and most up-to-date scientific evidence for each topic, encouraging readers to think critically 5 Volumes www.encyclopediaclinicalpsychology.com
Quantitative And Statistical Research Methods
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Author : William E. Martin
language : en
Publisher: John Wiley & Sons
Release Date : 2012-07-09
Quantitative And Statistical Research Methods written by William E. Martin and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-09 with Social Science categories.
Quantitative and Statistical Research Methods This user-friendly textbook teaches students to understand and apply procedural steps in completing quantitative studies. It explains statistics while progressing through the steps of the hypothesis-testing process from hypothesis to results. The research problems used in the book reflect statistical applications related to interesting and important topics. In addition, the book provides a Research Analysis and Interpretation Guide to help students analyze research articles. Designed as a hands-on resource, each chapter covers a single research problem and offers directions for implementing the research method from start to finish. Readers will learn how to: Pinpoint research questions and hypotheses Identify, classify, and operationally define the study variables Choose appropriate research designs Conduct power analysis Select an appropriate statistic for the problem Use a data set Conduct data screening and analyses using SPSS Interpret the statistics Write the results related to the problem Quantitative and Statistical Research Methods allows students to immediately, independently, and successfully apply quantitative methods to their own research projects.
The Reviewer S Guide To Quantitative Methods In The Social Sciences
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Author : Gregory R. Hancock
language : en
Publisher: Routledge
Release Date : 2018-11-15
The Reviewer S Guide To Quantitative Methods In The Social Sciences written by Gregory R. Hancock and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-15 with Education categories.
The Reviewer’s Guide to Quantitative Methods in the Social Sciences provides evaluators of research manuscripts and proposals in the social and behavioral sciences with the resources they need to read, understand, and assess quantitative work. 35 uniquely structured chapters cover both traditional and emerging methods of quantitative data analysis, which neither junior nor veteran reviewers can be expected to know in detail. The second edition of this valuable resource updates readers on each technique’s key principles, appropriate usage, underlying assumptions and limitations, providing reviewers with the information they need to offer constructive commentary on works they evaluate. Written by methodological and applied scholars, this volume is also an indispensable author’s reference for preparing sound research manuscripts and proposals.
Purposeful Program Theory
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Author : Sue C. Funnell
language : en
Publisher: John Wiley & Sons
Release Date : 2011-03-15
Purposeful Program Theory written by Sue C. Funnell and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-15 with Education categories.
Between good intentions and great results lies a program theory not just a list of tasks but a vision of what needs to happen, and how. Now widely used in government and not-for-profit organizations, program theory provides a coherent picture of how change occurs and how to improve performance. Purposeful Program Theory shows how to develop, represent, and use program theory thoughtfully and strategically to suit your particular situation, drawing on the fifty-year history of program theory and the authors' experiences over more than twenty-five years. "From needs assessment to intervention design, from implementation to outcomes evaluation, from policy formulation to policy execution and evaluation, program theory is paramount. But until now no book has examined these multiple uses of program theory in a comprehensive, understandable, and integrated way. This promises to be a breakthrough book, valuable to practitioners, program designers, evaluators, policy analysts, funders, and scholars who care about understanding why an intervention works or doesn't work." Michael Quinn Patton, author, Utilization-Focused Evaluation "Finally, the definitive guide to evaluation using program theory! Far from the narrow 'one true way' approaches to program theory, this book provides numerous practical options for applying program theory to fulfill different purposes and constraints, and guides the reader through the sound critical thinking required to select from among the options. The tour de force of the history and use of program theory is a truly global view, with examples from around the world and across the full range of content domains. A must-have for any serious evaluator." E. Jane Davidson, PhD, Real Evaluation Ltd. Companion Web site: josseybass.com/go/funnellrogers