VOLUME ONE: MEASUREMENT BASICS
Part One: Perspectives on Measurement
Measurement and Conceptualization Problems: The Major Obstacle to Integrating Theory and Research
H.M. Blalock, Jr
Detection and Determinants of Bias in Subjective Measures
Kenneth Bollen and Pamela Paxton
Conventional Wisdom on Measurement: A Structural Equation Perspective
Kenneth Bollen and Richard Lennox
Measurement in Sociology
Floyd House
A History of Social Science Measurement
Benjamin Wright
Part Two: Construct Validity
Classical and Modern Methods of Psychological Scale Construction
Leonard Simms
Construct Validity in Psychological Tests
Lee Cronbach and Paul Meehl
Convergent and Discriminant Validation by the Multitrait-Multimethod Matrix
Donald Campbell and Donald Fiske
Assessing Construct Validity in Organizational Research
Richard Bagozzi, Youjae Yi and Lynn Phillips
The Empirical Assessment of Construct Validity
Scott O’Leary-Kelly and Robert Vokurka
The Dangers of Poor Construct Conceptualization
Scott MacKenzie
Part Three: Item Response Theory
Classical Test Theory
Robert DeVellis
The New Rules of Measurement
Susan Embretson
Applying Item Response Theory (IRT) Modeling to Questionnaire Development, Evaluation and Refinement
Maria Orlando Edelen and Bryce Reeve
The Past and Future of Multidimensional Item Response Theory
Mark Reckase
VOLUME TWO: EXPLORATORY AND CONFIRMATORY FACTOR ANALYSIS
Part Four: Exploratory Factor Analysis
Exploratory Factor Analysis: A User’s Guide
Eamonn Ferguson and Tom Cox
Evaluating the Use of Exploratory Factor Analysis in Psychological Research
Leandre Fabrigar et al.
The Quality of Factor Solutions in Exploratory Factor Analysis: The Influence of Sample Size, Communality, and Overdetermination
Kristine Hogarty et al.
A Review and Evaluation of Exploratory Factor Analysis Practices in Organizational Research
James Conway and Allen Huffcutt
Use of Exploratory Factor Analysis in Published Research: Common Errors and Some Comment on Improved Practice
Robin Henson and Kyle Roberts
Evaluating the Use of Exploratory Factor Analysis in Developmental Disability Psychological Research
Megan Norris and Luc Lecavalier
Part Five: Confirmatory Factor Analysis
Factor Analytic Models: Viewing the Structure of an Assessment Instrument from Three Perspectives
Barbara Byrne
The Generality of Criminal Behavior: A Confirmatory Factor Analysis of the Criminal Activity of Sex Offenders in Adulthood
Patrick Lussier, Marc LeBlanc and Jean Proulx
Confirmatory Factor Analyses of Multitrait-Multimethod Data: Many Problems and a Few Solutions
Herbert Marsh
Sample Size and Number of Parameter Estimates in Maximum Likelihood Confirmatory Factor Analysis: A Monte Carlo Investigation
Dennis Jackson
Reporting Practices in Confirmatory Factor Analysis: An Overview and Some Recommendations
Dennis Jackson, J. Arthur Gillaspy, Jr and Rebecca Purc-Stephenson
Reporting Structural Equation Modeling and Confirmatory Factor Analysis Results: A Review
James Schreiber et al.
Part Six: Exploratory Versus Confirmatory Factor Analysis
Factor Analysis in Counseling Psychology Research, Training, and Practice: Principles, Advances, and Applications
Jeffrey Kahn
Exploratory and Confirmatory Factor Analysis: Guidelines, Issues, and Alternatives
Amy Hurley et al.
Current Methodological Considerations in Exploratory and Confirmatory Factor Analysis
Thomas Schmitt
Comparing Exploratory and Confirmatory Factor Analysis: A Study on the 5-Factor Model of Personality
Peter Borkenau and Fritz Ostendorf
In Search of Underlying Dimensions: The Use (and Abuse) of Factor Analysis in Personality and Social Psychology Bulletin
Daniel Russell
VOLUME THREE: ALTERNATIVE APPROACHES TO LATENT VARIABLES
Part Seven: Principal Components Analysis
Component Analysis versus Common Factor Analysis: Some Issues in Selecting an Appropriate Procedure
Wayne Velicer and Douglas Jackson
Component Analysis versus Common Factor Analysis: A Monte Carlo Study
Steven Snook and Richard Gorsuch
Common Factor Analysis versus Principal Component Analysis: Differential Bias in Representing Model Parameters?
Keith Widaman
Constructing Socio-economic Status Indices: How to Use Principal Components Analysis
Seema Vyas and Lilani Kumaranayake
Part Eight: Formative Measurement
Index Construction with Formative Indicators: An Alternative to Scale Development
Adamantios Diamantopoulos and Heidi Winklhofer
A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research
Cheryl Burke Jarvis, Scott MacKenzie and Philip Podsakoff
Interpretation of Formative Measurement in Information Systems Research
Ronald Cenfetelli and Geneviève Basseller
Advancing Formative Measurement Models
Adamantios Diamantopoulos, Petra Riefler and Katharina Roth
The Error Term in Formative Measurement Models: Interpretation and Modeling Implication
Adamantios Diamantopoulos
Questions about Formative Measurement
James Wilcox, Roy Howell and Einar Breivik
Formative Measurement and Academic Research: In Search of Measurement Theory
Andrew Hardin et al.
Part Nine: Formative Versus Reflective Measurement
On the Nature and Direction of Relationships between Constructs and Measures
Jeffrey Edwards and Richard Bagozzi
Reconsidering Formative Measurement
Roy Howell, James Wilcox and Einar Brievik
Interpretational Confounding Is Due to Misspecification, Not to Type of Indicator: Comment on Howell, Breivik and Wilcox (2007)
Kenneth Bollen
On the Meaning of Formative Measurement and How It Differs from Reflective Measurement: Comment on Howell, Breivik and Wilcox (2007)
Richard Bagozzi
Is Formative Measurement Really Measurement? Reply to Bollen (2007) and Bagozzi (2007)
Roy Howell, James Wilcox and Einar Brievik
The Fallacy of Formative Measurement
Jeffrey Edwards
VOLUME FOUR: ADVANCED TOPICS
Part Ten: Factor Analysis With Ordinal And Dichotomous Data
Empirical Evaluation of Alternative Methods of Estimation for Confirmatory Factor Analysis with Ordinal Data
David Flora and Patrick Curran
Evaluating Estimation Methods for Ordinal Data in Structural Equation Modeling
Pui-Wa Lei
The Sensitivity of Confirmatory Maximum Likelihood Analysis to Violations of Measurement Scale and Distributional Assumptions
Emin Babakus, Carl Ferguson, Jr and Karl Jöreskog
Polychoric versus Pearson Correlations in Exploratory and Confirmatory Factor Analysis of Ordinal Variables
Francisco Holgado-Tello et al.
Part Eleven: Factor Rotations
Factor Rotations in Factor Analyses
Hervé Abdi
The Invariance Problem in Factor Analysis
J. Guilford
Rotation Criteria and Hypothesis Testing for Exploratory Factor Analysis: Implications for Factor Pattern Loadings and Interfactor Correlations
Thomas Schmitt and Daniel Sass
A Comparison of Factor Rotation Methods for Dichotomous Data
W. Holmes Finch
Part Twelve: Latent Class Analysis
Searching for Ideal Types: The Potentialities of Latent Class Analysis
Jacques Hagenaars and Loek Halman
Latent Class Models in Social Work
Susan Neely-Barnes
Identifying Class Structure: A Latent Class Analysis of the Criterion-Related and Construct Validity of the Goldthorpe Class Schema
Geoffrey Evans and Colin Mills
Integrating Person-Centered and Variable-Centered Analyses: Growth Mixture Modeling with Latent Trajectory Classes
Bengt Muthén and Linda Muthén
The Integration of Continuous and Discrete Latent Variable Models: Potential Problems and Promising Opportunities
Daniel Bauer and Patrick Curran