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Volume Two, Research Methods in Psychology, offers comprehensive coverage of methods of data collection and analysis in psychological science. This volume covers basic considerations in research design (e.g. formulating hypothesis, selecting participant samples, identifying independent and dependent variables, and determining appropriate procedures), and alternative techniques for statistical treatment of data (e.g. categorical and factorial methods, path analysis and logistic regression, meta-analysis).
Volume Editors
John A. Schinka, Ph.D.
University of South Florida
Wayne F. Velicer, Ph.D.
University of Rhode Island
Table of Contents
I. Foundations of Research: Study Design, Data Management, Data Reduction, and Data Synthesis
Chapter 1 Experimental Design Roger E. Kirk
Chapter 2 Exploratory Data Analysis John T. Behrens, Chong-ho Yu
Chapter 3 Power: Basics, Practical Problems, and Possible Solutions Rand R. Wilcox
Chapter 4 Methods for Handling Missing Data John W. Graham, Patricio E. Cumsille,
Elvira Elek-Fisk
Chapter 5 Preparatory Data Analysis Linda S. Fidell, Barbara G. Tabachnick
Chapter 6 Factor Analysis Richard L Gorsuch
Chapter 7 Clustering and Classification Methods Glenn W. Milligan, Stephen C. Hirtle
II. Research Methods in Specific Content Areas
Chapter 8 Clinical Forensic Psychology Kevin S. Douglas, Randy K. Otto, Randy Borum
Chapter 9 Psychotherapy Outcome Research Evelyn S. Behar, Thomas D. Borkovec
Chapter 10 Health Psychology Timothy W. Smith
Chapter 11 Animal Learning Russell M. Church
Chapter 12 Neuropsychology Russell M. Bauer, Dawn Bowers, Elizabeth C. Leritz
Chapter 13 Program Evaluation Melvin M. Mark
III. Measurement Issues
Chapter 14 Mood Measurement: Current Status and Future Directions David Watson, Jatin Vaidya
Chapter 15 Measuring Personality and Psychopathology Leslie C. Morey
Chapter 16 The Circumplex Model: Methods and Research Applications Michael B. Gurtman,
Aaron L. Pincus
Chapter 17 Item Response Theory and Measuring Abilities Karen M. Schmidt, Susan E. Embretson
Chapter 18 Growth Curve Analysis in Contemporary Psychological Research John J. McArdle,
John R. Nesselroade
IV. Data Analysis Methods
Chapter 19 Multiple Linear Regression Leona Aiken, Stephen G. West, Steven C. Pitts
Chapter 20 Logistic Regression Alfred DeMaris
Chapter 21 Meta-Analyis Frank L. Schmidt, John E. Hunter
Chapter 22 Survival Analysis Judith Singer, John B. Willett
Chapter 23 Time Series Analysis Wayne Velicer, Joseph L. Fava
Chapter 24 Structural Equation Modeling Jodie Ullman, Peter M. Bentler
Chapter 25 Ordinal Analysis of Behavioral Data Jeffrey D. Long, Du Feng, Norman Cliff
Chapter 26 Latent Class and Latent Transition Analysis Stephanie L. Lanza, Brian P. Flaherty,
Linda M. Collins
Complete List of Contributors
Leona Aiken, Ph.D.
Department of Psychology
Arizona State University
Tempe, AZ
Russell M. Bauer, Ph.D.
Department of Clinical and Health Psychology
University of Florida
Gainesville, FL
Evelyn S. Behar, M.S.
Department of Psychology
Pennsylvania State University
University Park, PA
John T. Behrens, Ph.D.
Cisco Networking Academy Program
Cisco Systems, Inc.
Phoenix, AZ
Peter M. Bentler, Ph.D.
Department of Psychology
University of California
Los Angeles, CA
Thomas Borkovec, Ph.D.
Department of Psychology
Pennsylvania State University
University Park, PA
Randy Borum, Psy.D.
Department of Mental Health Law & Policy
Florida Mental Health Institute
University of South Florida
Tampa, FL
Dawn Bowers, Ph.D
Department of Clinical and Health Psychology
University of Florida
Gainesville, FL
Russell M. Church, Ph.D.
Department of Psychology
Brown University
Providence, RI
Norman Cliff, Ph.D.
Professor of Psychology Emeritus
University of Southern California
Los Angeles, CA
Linda M. Collins, Ph.D.
The Methodology Center
Pennsylvania State University
University Park, PA
Patricio E. Cumsille, Ph.D.
Escuela de Psicologia
Universidad Cat?lica de Chile
Santiago, Chile
Alfed DeMaris, Ph.D.
Department of Sociology
Bowling Green State University
Bowling Green, OH
Kevin S. Douglas, Ph.D., LL.B.
Department of Mental Health Law & Policy
Florida Mental Health Institute
University of South Florida
Tampa, FL
Du Feng, Ph.D.
Human Development and Family Studies
Texas Tech University
Lubbock, TX
Elvira Elek-Fisk, Ph.D.
The Methodology Center
Pennsylvania State University
University Park, PA
Susan Embretson, Ph.D.
Department of Psychology
University of Kansas
Lawrence, KS
Joseph L. Fava, Ph.D.
Cancer Prevention Research Center
University of Rhode Island
Kingston, RI
Linda S. Fidell, Ph.D.
Department of Psychology
California State University
Northridge, CA
Brian P. Flaherty, M.S.
The Methodology Center
Pennsylvania State University
University Park, PA
Richard Gorsuch, Ph.D.
Graduate School of Psychology
Fuller Theological Seminary
Pasadena, CA
John W. Graham, Ph.D.
Department of Biobehavioral Health
Pennsylvania State University
University Park, PA
Michael B. Gurtman, Ph.D.
Department of Psychology
University of Wisconsin-Parkside
Kenosha, WI
Stephen C. Hirtle, Ph.D
School of Information Sciences
University of Pittsburgh
Pittsburgh, PA
John E. Hunter, Ph.D.
Department of Psychology
Michigan State University
East Lansing, MI
Roger E. Kirk, Ph.D.
Department of Psychology and Neuroscience
Baylor University
Waco, TX
Stephanie T. Lanza, M.S.
The Methodology Center
Pennsylvania State University
University Park, PA
Elizabeth C. Leritz, M.S.
Department of Clinical and Health Psychology
University of Florida
Gainesville, FL
Jeffrey Long, Ph.D.
Department of Educational Psychology
University of Minnesota
Minneapolis, MN
Melvin M. Mark, Ph.D.
Department of Psychology
Pennsylvania State University
University Park, PA
John J. McArdle, Ph.D.
Department of Psychology
University of Virginia
Charlottesville, VA
Glenn W. Milligan, Ph.D.
Department of Management Sciences
Ohio State University
Columbus, Ohio
Leslie C. Morey, Ph.D.
Department of Psychology
Texas A&M University,
College Station, TX
John R. Nesselroade, Ph.D.
Department of Psychology
University of Virginia
Charlottesville, VA
Randy K. Otto, Ph.D.
Department of Mental Health Law & Policy
Florida Mental Health Institute
University of South Florida
Tampa, FL
Aaron L. Pincus, Ph.D.
Department of Psychology
Pennsylvania State University
University Park, PA
Steven C. Pitts, Ph.D.
Department of Psychology
University of Maryland, Baltimore County
Baltimore, MD
Karen M. Schmidt, Ph.D.
Department of Psychology
University of Virginia
Charlottesville, VA
Frank L. Schmidt, Ph.D.
Department of Management & Organization
University of Iowa
Iowa City, IA
Judith Singer, Ph.D.
Graduate School of Education
Harvard University
Cambridge, MA
Timothy W. Smith, Ph.D.
Department of Psychology
University of Utah
Salt Lake City, Utah
Barbara G. Tabachnick, Ph.D.
Department of Psychology
California State University
Northridge, CA
Jodie Ullman, Ph.D.
Department of Psychology
California State University
San Bernadino, CA
Jatin Vaidya
Department of Psychology
University of Iowa
Iowa City, IA
Wayne F. Velicer, Ph.D.
Cancer Prevention Research Center
University of Rhode Island
Kingston RI
David Watson, Ph.D.
Department of Psychology
University of Iowa
Iowa City, Iowa
Stephen G. West, Ph.D.
Department of Psychology
Arizona State University
Tempe, AZ
Rand R. Wilcox, Ph.D.
Department of Psychology
University of Southern California
Los Angeles, CA
John B. Willett, Ph.D.
Graduate School of Education
Harvard University
Cambridge, MA
Chong-ho Yu, Ph.D.
Chandler, AZ
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