From problem structuring to optimization: A multi-methodological framework to assist the planning of medical training.

•Strategic medical training planning using a multi-methodology is addressed.•The multi-methodology combines optimization model with Soft Systems Methodology.•A multi-objective model reflects issues identified with Soft Systems Methodology.•Objectives related to medical force imbalances, costs and equity are considered.•The model applicability is shown through a case study in Portugal.