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. 2023 Jun 12;14:1180532. doi: 10.3389/fpsyg.2023.1180532

Table 8.

Statistical analysis.

Statistical method Notes
Cronbach’s alpha coefficient Validated the reliability of the instrument
The Kaiser-Meyer-Olkin (KMO) test Checking if the data is suitable for factoring
Exploratory factor analysis with varimax rotation Separating factors that are orthogonal to each other (they have 0 correlation)
Principal component analysis Standard extraction model
Pearson’s correlation Used on age variable because it is a continuous variable
Spearman’s rank correlation Used on education variable because it is of ordinal type