Using Mplus for Structural Equation Modeling: A Researcher′s Guide - Paperback

by E. Kevin Kelloway (Author)

Ideal for researchers and graduate students in the social sciences who require knowledge of structural equation modeling techniques to answer substantive research questions, Using Mplus for Structural Equation Modeling provides a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework. This practical book, which updates author E. Kevin Kelloway's 1998 book Using LISREL for Structural Equation Modeling, retains the successful five-step process employed in the earlier book, with a thorough update for use in the Mplus environment. Kelloway provides an overview of structural equation modeling techniques in Mplus, including the estimation of confirmatory factor analysis and observed variable path analysis. He also covers multilevel modeling for hypothesis testing in real life settings and offers an introduction to the extended capabilities of Mplus, such as exploratory structural equation modeling and estimation and testing of mediated relationships. A sample application with the source code, printout, and results is presented for each type of analysis.

Author Biography

E. Kevin Kelloway is the Canada Research Chair in Occupational Health Psychology and professor of psychology at Saint Mary's University. He received his PhD in organizational psychology from Queen's University (Kingston, ON) and taught for eight years at the University of Guelph before coming to Saint Mary's. He was the founding director of the CN Centre for Occupational Health and Safety and the PhD program in business administration. He was also a founding principal of the Centre for Leadership Excellence at Saint Mary's. An active researcher, he is the author or editor of 12 books and over 100 research articles and chapters. He is a fellow of the Association for Psychological Science, the Canadian Psychological Association, and the Society for Industrial/Organizational Psychology.