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Alphas should be dropped, and the process should be repeated from Step 3. Remember that Alphas are not proof of scale quality or content validity. [Coefficient alpha=number of items² x average correlation between different items/sum of all correlations in the correlation matrix (including the diagonal values)]
#Run correlational or regressional statistics to ensure the validity of the scale. For better practices, keep the final factors and all loadings of yours and similar

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