The dependent variable is subjected to pretest and post-test procedures prior to testing the independent variable experimentally in this version of time series design, a.k.a intervention analysis or interrupted time series analysis. Just like the other non-randomized designs, formation of the independent variable is observed but not interfered by the researcher. The correct answer is A.