List of Contributors x
Preface xii
Acknowledgments xiii
Part I Foundations 1
1 History of Research Methods in Industrial and Organizational
Psychology: Measurement, Design, Analysis 3
James T. Austin, Charles A. Scherbaum, and Robert A. Mahlman
2 Ethics in Research 34
Herman Aguinis and Christine A. Henle
3 Validity and Reliability 57
Robert M. Guion
4 The Relative Validity and Usefulness of Various Empirical
Research Designs 77
Eugene F. Stone-Romero
5 An Introduction to Qualitative Research: Its Potential for
Industrial and Organizational Psychology 99
Karen Locke and Karen Golden-Biddle
6 Using Power Analysis to Evaluate and Improve Research 119
Kevin Murphy
Part II Data Collection Procedures and Approaches 139
7 Organizational Survey Research 141
Steven G. Rogelberg, Allan H. Church, Janine Waclawski, and Jeffrey
M. Stanton
8 Qualitative Data Collection and Analysis 161
Peter D. Bachiochi and Sara P. Weiner
9 Computational Modeling 184
Michael J. Zickar and Jerel E. Slaughter
10 Research Perspectives on Meta-Analysis 198
Allen I. Huffcutt
11 Methodological Issues In Cross-Cultural Organizational
Research 216
Michele J. Gelfand, Jana L. Raver, and Karen Holcombe Ehrhart
12 Issues in Multilevel Research: Theory Development,
Measurement, and Analysis 247
David A. Hofmann
13 Beyond Online Surveys: Internet Research Opportunities for
Industrial-Organizational Psychology 275
Jeffrey M. Stanton and Steven G. Rogelberg
Part III Data Investigation 295
14 Outliers and Influential Cases: Handling those Discordant
Contaminated Maverick Rogues 297
Philip L. Roth and Fred S. Switzer III
15 Coping With Missing Data 310
Fred S. Switzer III and Philip L. Roth
16 Item Analysis: Theory and Practice Using Classical and Modern
Test Theory 324
Barbara B. Ellis and Alan D. Mead
17 Method Variance and Method Bias in Industrial and
Organizational Psychology 344
James M. Conway
18 Basic and Advanced Measurement Models for Confirmatory Factor
Analysis 366
Larry J. Williams, Lucy R. Ford, and Nhung Nguyen
19 Modeling Complex Data Structures: The General Linear Model
and Beyond 390
Richard P. DeShon and Scott B. Morris
20 Longitudinal Modeling 412
David Chan
21 Modeling Nonlinear Relationships: Neural Networks and
Catastrophe Analysis 431
Paul J. Hanges, Robert G. Lord, Ellen G. Godfrey, and Jana L.
Raver
Part IV Concluding Thoughts 457
22 Writing Research Articles: Update on the Article Review
Checklist 459
Erica I. Desrosiers, Kathryn Sherony, Eduardo Barros, Gary A.
Ballinger, Sinem Senol, and Michael A. Campion
23 Securing our Collective Future: Challenges Facing Those
Designing and Doing Research in Industrial and Organizational
Psychology 479
Steven G. Rogelberg and Margaret E. Brooks-Laber
Name Index 486
Subject Index 506
Dr. Steven G. Rogelberg (Associate Professor, Psychology and Adjunct Associate Professor, Business Administration) is Director of the Industrial and Organizational Psychology Program at UNC Charlotte. He has over 45 publications and 25 invited addresses/colloquiums addressing issues such as organizational research methods, team effectiveness, health and employee well-being, meetings at work, and organizational development. He is the Editor-in-Chief of the two-volume Encyclopedia of Industrial and Organizational Psychology (in progress). Recent honors include being named Chair of Education and Training for the Society of Industrial and Organizational Psychology (SIOP), serving as a SIOP Executive Board Member, serving as Guest Editor for Organizational Research Methods, receiving the 2001 Bowling Green State University (BGSU) Psi Chi Professor of the Year Award, and receiving the BGSU Master Teacher Award. Prior to his recent tenure at UNCC, Rogelberg was an Associate Professor of Psychology in the Industrial and Organizational Psychology area at BGSU. Before completing his Ph.D. in Industrial/Organizational Psychology at the University of Connecticut in 1994, he received his undergraduate B.Sc. degree from Tufts University in 1989.
"This one volume covers both traditional design and measurement
issues as well as a host of cutting-edge topics. At last a readable
and comprehensive review of research methodology for the
organizational scientist!" Robert L. Dipboye, Rice University
"This handbook is 'must-reading' for all graduate students in I/O
psychology as well as for the more experienced I/O researcher and
practitioner who will benefit from a review, an update, and the
opportunity to learn new approaches." Sheldon Zedeck, University of
California at Berkeley
"Rogelberg's handbook is a Rosetta Stone for researchers." Milton
D. Hakel, Bowling Green State University
"A handbook that brings together the best researchers and thinkers
in the areas of social science methodology and data analysis. This
informative collection is a 'must-read' for all those interested in
method-related issues." Wally Borman, University of South
Florida
"This volume provides a comprehensive and cutting-edge examination
of research and statistical methods that are used in the field. It
will be an invaluable resource for faculty and students. I have no
doubt that the book will easily meet its goal of helping to improve
research quality." James L. Farr, Pennsylvania State University
"Excellent coverage of key issues and packed with useful ideas."
Peter Warr, University of Sheffield
"The topics are well chosen and the chapters are written in an
accessible style. The handbook is an indispensable reference for
those interested in this important area." Nik Chmiel, Queen's
University, Belfast
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