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  • Evaluating survey responses- Multiple regression vs. ordered logistic regression

    I'm analyzing results for a survey that asked about satisfaction and provided potential options of

    1-Very dissatisfied
    2-Dissatisfied
    3-Somewhat dissatisfied
    4-Neutral
    5-Somewhat satisfied
    6-Satisfied
    7-Very satisfied

    Is this scale interval or ordinal? A reviewer is asking me to convert analysis from multiple regression to ordered logit, but in my mind these are interval responses.

  • #2
    You may be able to assume that the categories are spaced equidistant on the latent scale. But that may not be true of the respondents who answered the questions. I wouldn't argue with the reviewer on this point.

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