Structural Equation Modeling by Natasha K Bowen
Structural Equation Modeling (SEM) has long been used in social work research, but the writing on the topic is typically fragmented and highly technical. This pocket guide fills a major gap in the literature by providing social work researchers and doctoral students with an accessible synthesis. The authors demonstrate two SEM programs with distinct user interfaces and capabilities (Amos and Mplus) with enough specificity that readers can conduct their own analyses without consulting additional resources. Examples from social work literature highlight best practices for the specification, estimation, interpretation, and modification of structural equation models. Unlike most sources on SEM, this book provides clear guidelines on how to evaluate SEM output and how to proceed when model fit is not acceptable.Oftentimes, confirmatory factor analysis and general structure modeling are the most flexible, powerful, and appropriate choices for social work data. Richly illustrated with figures, equations, matrices, and tables, this pocket guide empowers social workers with a set of defensible analysis strategies that allows for competent, confident use of SEM.-
Using Complexity Theory for Research and Program Evaluation
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Needs Assessment
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Narrative Inquiry
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Systematic Reviews and Meta-Analysis
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Multilevel Thinking
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Multiple Regression with Discrete Dependent Variables
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Clinical Data-Mining
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Research with Diverse Groups
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Strategies to Approximate Random Sampling and Assignment
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Grounded Theory
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Developing Cross-Cultural Measurement in Social Work Research and Evaluation
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Practice Research in the Human Services
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Developing Cross Cultural Measurement
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Conducting Substance Use Research
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Key Concepts in Measurement
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A Social Justice Approach to Survey Design and Analysis
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Data Analysis with Small Samples and Non-Normal Data
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Randomized Controlled Trials
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Qualitative Methods for Practice Research
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Preparing Research Articles
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Participatory Action Research
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Determining Sample Size
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Conducting Research in Juvenile and Criminal Justice Settings
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Systematic Synthesis of Qualitative Research
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Finding and Evaluating Evidence
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Intervention Research
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Secondary Data Analysis
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Mixed Methods Research
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Analysis of Multiple Dependent Variables
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Policy Creation and Evaluation
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Quasi-Experimental Research Designs
Natasha K. Bowen, Ph.D., is Associate Professor of Social Work at the University of North Carolina at Chapel Hill.
Shenyang Guo, Ph.D., is Professor of Social Work at the University of North Carolina at Chapel Hill.
| SKU | Unavailable |
| ISBN 13 | 9780195367621 |
| ISBN 10 | 0195367626 |
| Title | Structural Equation Modeling |
| Author | Natasha K Bowen |
| Series | Pocket Guides To Social Work Research Methods |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Oxford University Press Inc |
| Year published | 2011-10-13 |
| Number of pages | 240 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |