Calculate the average variance extracted (AVE) as proposed by Fornell1981;textualcSEM. For details see the cSEM website
Arguments
- .object
An R object of class cSEMResults resulting from a call to
csem()
.- .only_common_factors
Logical. Should only concepts modeled as common factors be included when calculating one of the following quality criteria: AVE, the Fornell-Larcker criterion, HTMT, and all reliability estimates. Defaults to
TRUE
.
Value
A named vector of numeric values (the AVEs). If .object
is a list
of cSEMResults
objects, a list of AVEs is returned.
Details
The AVE is inherently tied to the common factor model. It is therefore
unclear how to meaningfully interpret the AVE in the context of a
composite model. It is possible, however, to force computation of the AVE for constructs
modeled as composites by setting .only_common_factors = FALSE
.