This book provides a conceptual systematization and a practical tool for the randomization of between-subjects and within-subjects experimental designs in social, behavioural, and health sciences. The author adopts a pedagogical strategy that allows the reader to implement all randomization methods by relying on the materials given in the appendices and using the common features included in any word processor software. In the companion website (www.fpce.uc.pt/niips/randmethods), along with other supplementary materials, the reader can freely download IBM SPSS and R versions of SCRAED, a package that performs simple and complex random assignment in experimental design, including the 18 randomization methods presented in Chapters 2 and 3.
By:
Valentim R. Alferes
Imprint: SAGE Publications Inc
Country of Publication: United States
Edition: 1
Volume: 171
Dimensions:
Height: 215mm,
Width: 139mm,
Spine: 13mm
Weight: 230g
ISBN: 9781452202921
ISBN 10: 1452202923
Series: Quantitative Applications in the Social Sciences
Pages: 208
Publication Date: 01 October 2012
Audience:
College/higher education
,
Primary
Format: Paperback
Publisher's Status: Active
Chapter 1. Randomized Experiments 1.1 Nature and Structure of Randomized Experiments 1.2 Experimental Design and Validity of Scientific Inferences 1.3 Randomized Experiments and Methods of Randomization 1.4 Terminological and Notational Issues Chapter 2. Between-Subjects Designs Randomization 2.1 Randomization and Local Control 2.2 Completely Randomized Designs 2.3 Restrictedly Randomized Designs: Blocking 2.4 Restrictedly Randomized Designs: Stratifying 2.5 Sequential Assignment and Adaptive Randomization Methods Chapter 3. Within-Subjects Designs Randomization 3.1 Basic Assumptions and Specific Threats to Validity 3.2 Treatment Design and Methods of Randomization 3.3 Random Counterbalancing 3.4 Positional Counterbalancing 3.5 Nonrestricted Sequential Counterbalancing 3.6 Restricted Sequential Counterbalancing 3.7 Factorial Designs Chapter 4. Validity Issues, Analysis Guidelines, and Reporting Standards 4.1 Planning and Monitoring Randomized Experiments 4.2 Analyzing Randomized Experiments 4.3 Reporting Randomized Experiments Appendix 1. Random Numbers Appendix 2. Permutations, Arrangements, and Combinations Appendix 3. Latin Squares
Valentim R. Alferes is Professor of Psychology at the University of Coimbra, Portugal, where he has been teaching courses in social psychology and research methods in psychology at the undergraduate and graduate levels for over 20 years. His main scientific interests and publications are in the domains of sexuality, close relationships, dyadic data analysis, and experimental design. He has delivered lectures and conducted workshops on methodological and statistical topics at several Portuguese universities and has also maintained an SPSS Syntax Files website since 2002. He earned a PhD in social psychology from the University of Coimbra in 1995. http://www.fpce.uc.pt/niips/
Reviews for Methods of Randomization in Experimental Design
This book does an excellent job covering the key issues. -- Richard Berk