Hello,
I have as dependent variable a 5-point likert scale of 10 items, and two independent variable of 10 and 8 items.
So which is the best regression or analysis to use for the mean of this scale?
Best regards
Dear Margarita Navas Try to use SEM-PLS.
What you will know to form it.
Structure model
Validity- HTMT or Fornell-Larcker
reliability- composite reliability/chronbach alpha
Structure model-hypothesis-testing-indirect relationship
For an ordinal dependent variable an ordinal logistic regression is a good option.
You can explore converting your sets of items into scales. Because there have been so many questions here about this topic, I have compiled a set of basic resources:
https://www.researchgate.net/post/How_can_one_help_people_create_simple_scales_from_Likert-scored_items
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