Convergent validity is a subset of construct validity. Here, the researcher’s aim is to find out whether the items he claims are measuring a particular construct are indeed measuring them.
Understand the concept of factor loadings and cross loading; steps required to output these results from SPSS.
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On average, how much variations in your items can be explained by a construct or latent variable? This is the purpose of AVE.