A theory, on one hand, is a system of ideas intended to explain something, especially one based on general principles independent of the thing to be explained. It is a set of principles on which the practice of an activity is based.(Oxford Languages)

Collins English Dictionary defines a theory as a formal idea or set of ideas that is intended to explain something.