In philosophy of science, it is still a mainstream practice to search for the ‘truth’ about fundamental scientific concepts in isolation, blind to knowledge achieved in other domains of science. I focus on the topic of causation. I argue that it is worthwhile for philosophy of science to leave its metaphysical tower in order to pick up knowledge from other domains where empirical research on causal reasoning is carried out, such as psychology. I will demonstrate what the psychologist Peter White’s theory, on the origin and development of causal reasoning, can impart to philosophy of causation. It concerns different but interrelated subjects with respect to the philosophy of causation: conceptual pluralism, a core causal concept of causation...