This will seem like a really silly question to you, but here goes ...
I am running a pretty simple CFA with two continuous factors with three indicators each. In the output section, I ask for standardized results and all modification indices.
The fit looks pretty good. CFI is 0.979 and SRMR 0.043. So its looking good according to Hu and Bentler.
I am worried that the factors might be highly correlated (I hope they're not), but want to be sure. Where can I determine this in the output? What is a correlation high enough for me to consider a second-order construct?
TITLE: CFA MODEL 2 DATE: VARIABLE: Long List USE VARIABLES ARE Benev1 Benev2 Benev4 Reli1 Reli2 Reli3; ANALYSIS: TYPE = general; MODEL: BENEV BY Benev1@1 Benev2 Benev4; RELIAB BU Reli1@1 Reli2 Reli3; BENEV WITH RELIAB; OUTPUT: STANDARDIZED; MODINDICES (ALL);