: Chapters 4 and 5 provide detailed guidelines for data preparation and sample size calculations when using Likert scales instead of continuous metrics.
Westland places a strong emphasis on research design and data adequacy, addressing topics often neglected in standard "cookbook" textbooks. Structural Equation Models: From Paths to Networks
: The text covers the full range of SEM, including: : Chapters 4 and 5 provide detailed guidelines
: Westland is known for a critical stance on certain methods; for instance, he famously characterizes PLS path modeling as potentially problematic for researchers interested in "bogus theories with random data". Practical Resource Information Structural Equation Models: From Paths to Networks Structural Equation Models: From Paths to Networks
: Contemporary methods that expand SEM's ability to map complex, naturally occurring networks. Key Technical Insights
: It traces SEM back to the natural sciences, specifically biology and Sewall Wright’s (1921) path analysis , which was developed to make sense of diverse biological observations.
: Often associated with software like LISREL or Mplus .