Hazel Squires Completed 2010
The use of mathematical models has gained much prominence through their use in facilitating economic evaluation. However, models have also been used in a number of other decision-making contexts including risk assessment and service planning and capacity modelling.
This review aimed to present an overview of mathematical modelling and its current and potential role in informing decisions surrounding the management and delivery of social care. The
purposes of the review were to:
This review summarises key mathematical modelling methods, with a focus upon those methods currently applied within healthcare modelling, and suggests previous and potential applications of these methods within the field of social care.
A summary is offered of the model development process, including the use of problem structuring methods, literature reviewing, elicitation and uncertainty analysis. Specific modelling methods such as decision trees, state transition models and discrete event simulation are described, with an outline of their strengths and limitations. Current approaches for quantifying outcomes within health economic evaluation are also briefly discussed.
The review highlights particular issues which may need to be considered when applying these modelling methods to social care.