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Table S1. Factor loadingsEstimate S.E. std.Estimate tvalue p value CR AVE ATT ATT1 1.000 0.858 0.930 0.690ATT2 1.030 0.027 0.879 38.718 0.001ATT3 1.009 0.027 0.865 37.234 0.001ATT4 1.000 0.028 0.849
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Factor loadings are coefficients that represent the relationship between observed variables and their underlying latent factors in factor analysis. They indicate the extent to which each variable is associated with a factor.
Entities engaged in financial reporting, particularly those using factor analysis in their financial statements or reports, may be required to file factor loadings. This typically includes companies and organizations that use statistical modeling for their financial analysis.
To fill out factor loadings, one must first conduct a factor analysis to identify the relationship between variables and factors. The resulting coefficients, known as loadings, must be recorded systematically, usually in a table, showing each variable and its corresponding factor.
The purpose of factor loadings is to quantify the strength and direction of the association between observed variables and underlying latent factors, enabling researchers and analysts to understand the structure of their data and make informed decisions based on these relationships.
Reported information on factor loadings typically includes the loading coefficients for each variable, the corresponding factors, and the statistical significance of these loadings. Additional context such as the method used for factor analysis may also be included.
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