Interpreting Fit Indices in the CFA Table

There are some fit indices reported in the CFA table. Here is more information on how to interpret them. Note that it is generally recommended not to rely on a single measure when evaluating model fit, but to look at several indices.

The table then compares the proposed model with nested models where two factors are combined into one, and a single-factor model, where all items load on the same factor. The latter is sometimes referred to as Harman's one factor model.

References

Browne, M.W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K.A. Bollen, & J.S. Long (Eds.), Testing structural equation models (pp. 136-162). Beverly Hills, CA: Sage.
Hu, L., & Bentler, P.M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1-55.
Iacobucci, D. (2010). Structural equations modeling: Fit indices, sample size, and advanced topics. Journal of Consumer Psychology, 20, 90-98.
Jaccard, J., & Wan, C.K. (1996). LISREL approaches to interaction effects in multiple regression. Thousand Oaks, CA: Sage Publications.