Accounts of explanation given in the information systems literature, most prevalent in the areas knowledge-based systems and human-computer interaction, generally do not consider the philosophical underpinnings of explanation concepts. The theoretically rich accounts that have emerged from the philosophy of science provide us with a well-developed framework for designing the structure and conte...