An observed economic variable yt, which is influenced by slow-moving unobserved social and demographic factors, requires modelling.

How would your response change if you had observations for the relevant social and demographic factors - say xt and zt? Results from unit root analysis indicate statistically significant values of the ADF test when applied on the levels of the variables and nonstatistically significant values when applied on their first differences.