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Published byHugh Morrison Modified over 5 years ago
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Path Analysis for Exploring EBM Science Frameworks
Andy and Irit
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Path Analysis Linear models between observed and/or latent variables
Include direct and indirect effects Exploratory path analysis and confirmatory factor analysis Software – Lisrel, Amos
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Path Analysis Latent variables – unobserved constructs that are key features of the system Could be used to define services – conceptual issue is how are services defined or treated Observed variables can be affected by latent variables or vice versa
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Path Analysis Because of the linear structure, probably most appropriate for exploring interactions and feedback loops, not necessarily modeling generation of services Confirmatory form less useful in our context?
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Path Analysis- issues There are infinite number of diagrams, need to determine critical indirect effects for exploration Serious problem of statistically identifying parameters. Need to have a more complete data set and work on replication issue – beyond time series data
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