# Ordinal Data analysis

I have to analyze the results of a survey. The questions regard different motivators that the interviewees encounter ("I do it to help my colleagues" as a motivator for instance); all the answers are ordinal (1=strongly disagree -> 5=strongly agree) and the aim of this study is to see which factor (or set of factors) (nationality, age, site they work in, gender, role in the organization, center they belong) is influencing the answer.

I have looked in a lot of websites and lectures (ordered logit/probit model, discrete dependent variables, Likert scale, correlation, regressions, and so on) but it seems that my study could match a lot of ways to analyze these data.

So far I only have 15 interview results, which is not a lot: we expect around 100 answers at the end. I would like to have causal inference: their current behavior (motivations) should help us to draw a conclusion (causal effect, does their nationality influence their motivation factors?) regarding the factors of motivations. Could someone tell me which is the best way to treat these results?

• Probably not without a lot more details about your survey. Are the answers intended to indicate the same construct, or different ones? How much data do you have? Are the "etc." factors continuous/counts/ordinal/nominal? Did you have any kind of experimental control, or would you be content to predict even without being able to make causal inferences? – Nick Stauner Jul 8 '14 at 7:29
• (1)so each question is regarding one motivator ("I do it to help my colleagues" for instance) which the interviwee answers according to the scale. (2) so far I only have 15 interview results, which is not a lot, we expect around 100 answers at the end. (3)Then the other factors are the center they belong and their role in the organization. (4) I would like to have indeed causal inference. their current behavior should help us to draw a conclusion regarding the factors of motivations. – sol.mer Jul 8 '14 at 9:33
• Welcome to the list. Could you move your 2nd comment into the body of the question? That will make it easier to read. – Peter Flom Jul 8 '14 at 9:49
• in addition, so far my data are not normal (qqnorm and shapiro tests) so an ordered logit model seems to be the best way – sol.mer Jul 8 '14 at 10:06