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| = What thresholds should I use for factor loading cut-offs? = Hair et al give rules of thumb for assessing the practical significance of standardised factor loadings as denoted by either __the component coefficients in the case of principal components, the factor matrix (in a single factor model or an uncorrelated multiple factor model) or the pattern matrix (in a correlated multiple factor model).__ __Hair et al. (p112) Table of Loadings for Practical Significance__ ||||<50% style="TEXT-ALIGN: center"> '''Factor Loading''' || '''Sample Size needed for significance'''|| ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.30 || 350 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.35 || 250 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.40 || 200 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.45 || 150 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.50 || 120 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.55 || 100 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.60 || 85 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.65 || 70 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.70 || 60 || ||||<50% style="VERTICAL-ALIGN: top; TEXT-ALIGN: center"> 0.75 || 50 || |
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