Many, if not most, HPE studies are primarily focused not on testing general causal theories, but on tracing historical roots or origins of things. Implicit in such studies is a view that an explanation of a phenomenon amounts to a reconstruction of its concrete historical pathway
This is essentially what macro-causal analysis does in comparative historical analysis. This is the focus of Pierson, Mahoney, Skocpol, Thelen et al. History becomes the tool for a) elongating the causal chain (e.g. not just focusing on short/short explanations), b) focusing on temporal causal dynamics.