A simulation study to investigate the use of cutoff values for assessing model fit in covariance structure models

By Subhash Sharma, Soumen Mukherjee, Ajith Kumar, William R. Dillon. 2005

922 citations recorded by the source corpus.

Subfields: Economics and Econometrics, Management Science and Operations Research, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/d83e5d4f9856cfe458c8f32513ee6a42f4eb0812

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In Economics and Econometrics

In Management Science and Operations Research

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Citations in the corpus

I Matter to My Friend, Therefore I am Happy: Friendship, Mattering, and Happiness (2011, methodology): “Although debate remains concerning which fit indices should be reported ( Sharma et al. 2005 ), the most commonly used indices were chosen for the present study: the goodness of fit index (GFI), adjusted goodness of fit index (AGFI), comparative fit index (CFI), root mean square error of approximati”
Using performance measures conceptually in innovation control (2011, background): “The AGFI, however, is known to be of only limited statistical power (Sharma et al. 2005).”
Development of brand equity: evaluation of four alternative models (2010, methodology): “In particular, Sharma, Mukherjee, Kumar and Dillon, (2005) recommend that the Tucker–Lewis index (TLI) should be used to evaluate model fit because TLI performs the best as long as the size of the factor loadings is 0.”
Applications of structural equation modeling (SEM) in ecological studies: an updated review (2016, background): “Because GFI is affected by sample size, it is no longer recommended (MacCallum and Hong 1997; Sharma et al. 2005).”
Celebrity endorsement, self-brand connection and consumer-based brand equity (2015, background): “the number of observed variables) and the sample size on fit indices (Sharma et al., 2005), the fit indices elicited in our measurement model do not seem to indicate an unsatisfactory fit to data (Sharma et al.”
Structural equation modelling: guidelines for determining model fit (2008, background): “When there are a large number of degrees of freedom in comparison to sample size, the GFI has a downward bias (Sharma et al, 2005).”
Evaluating Model Fit:a Synthesis of the Structural Equation Modelling Literature (2008, methodology): “When there are a large number of degrees of freedom in comparison to sample size, the GFI has a downward bias (Sharma et al, 2005).”
Further insights into perceived value and consumer loyalty: A "Green" perspective (2011, background): “052) as well as highly satisfactory measurement properties of the scales (Marsh, Hau, & Wen, 2004; Sharma et al., 2005).”