A critical analysis of multi-criteria models for the prioritisation of health threats.

•The paper analyses multi-criteria models for the prioritisation of health threats.•Many models do not follow the properties required in multi-criteria value analysis.•We discuss the implications of making such conceptual mistakes.•We simulate the impact of these conceptual mistakes in two health threat models.•Simulation results indicate significant differences in the ranking of threats.