Complexity matching in side-by-side walking

•Interpersonal coordination is a very common phenomenon in daily-life activities.•We present the alternative frameworks which have been proposed for accounting for such situations.•We propose statistical tests, for distinguishing between these theoretical hypotheses.•We applied these tests on series collected during synchronized walking.•The results are consistent with the complexity matching hypothesis.