The study takes the data from the clients from an RCT that studies the outcome of couple therapy (experimental and control are two different types of therapy).

However, unlike the RCT, this study does not compare the 2 types of therapy. Rather, it compares two different groups of the population (infidelity vs. non-infidelity), and sees how they did in therapy.  

If it helps, they used hierarchical linear modeling analysis.

What would be the design of this study? Here is how it is described in the article:

In the present exploratory study, the authors examined the therapy outcomes of a sample of infidelity couples (n 19) who had participated in a randomized clinical trial of marital therapy (N 134).

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