We are running an SEM model for the scale development of a construct. We first ran a confirmatory factor analysis model. Since the data was non-normal, we used the ADF method of estimation. The CFI and the GFI are way below the required cutoff (around 0.72) but the RMSEA is doing very well, i.e. below 0.05. The SRMR is also 0.07. What does this imply? Which model fit statistics should be reported for ADF estimation in SEM? Is it acceptable in this case to report on RMSEA and RMR?

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