Evaluating the effect of healthcare providers on the clinical path of Heart Failure patients through a novel semi-Markov multi-state model

Investigating similarities and differences among healthcare providers, on the basis of patient healthcare experience, is of interest for policy making.

Availability of high quality, routine health databases allows a more detailed analysis of performance across multiple outcomes, but requires appropriate statistical methodology.