We report four experiments demonstrating that judgments of
explanatory goodness are sensitive both to covariation
evidence and to mechanism information. Compared to
judgments of causal strength, explanatory judgments tend to
be more sensitive to mechanism and less sensitive to
covariation. Judgments of understanding tracked covariation
least closely. We discuss implications of our findings for
theories of explanation, understanding and causal attribution
