A Concise Equation That Captures the Essential Elements of One-Way Sensitivity Analyses in Health Economic Models

Mark J. C. Nuijten and Pieter H. A. J. M. Van Gelder

Medical Decision Making, 2011, vol. 31, issue 4, 642-649

Abstract: Objective: Sensitivity analyses are often performed on only a limited number of variables without justification of the choice of variables and range of each variable. External parties such as health authorities are increasingly requiring submission of the actual model, often in order to test the robustness of the outcomes of the model by performing additional sensitivity analyses. The objective of this work was to develop an alternative method to capture the critical issues of a sensitivity analysis in a health economic model, especially regarding the selection of variables and determining the range for each variable. Apart from external parties such as health authorities, journal readers who want to perform their own sensitivity analysis but do not have access to the model may find this useful. Methods and Results: Statistical methods based on Markov chain modeling and regression analysis, using the framework of the Taylor series expansion around a point, are used to derive an equation for 1-way sensitivity analyses. In particular, equations for costs and effects are being developed, from which the cost-effectiveness ratio is built. The article shows the feasibility of such equations for the execution of 1-way sensitivity analyses. Conclusion: An equation that can be derived in the manner described in this article provides a substantial amount of information. The inclusion of such an equation in a report may increase transparency of the reporting of outcomes of health economic models.

Keywords: sensitivity analysis; Markov model; regression analysis; incremental cost-effectiveness ratio, quality-adjusted life year; selective serotonin reuptake inhibitors (search for similar items in EconPapers)
Date: 2011
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Persistent link: https://EconPapers.repec.org/RePEc:sae:medema:v:31:y:2011:i:4:p:642-649

DOI: 10.1177/0272989X10393975

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