301. Cost-effectiveness analysis in colorectal cancer using a semi-Markov model.
- Author
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Castelli C, Combescure C, Foucher Y, and Daures JP
- Subjects
- Aged, Aged, 80 and over, Colorectal Neoplasms rehabilitation, Colorectal Neoplasms surgery, Colorectal Surgery rehabilitation, Disease Progression, Disease-Free Survival, Feasibility Studies, Female, Follow-Up Studies, Health Care Costs statistics & numerical data, Health Status, Humans, Male, Middle Aged, Neoplasm Staging, Personal Health Services economics, Personal Health Services statistics & numerical data, Postoperative Period, Probability Theory, Recurrence, Regression Analysis, Reproducibility of Results, Colorectal Neoplasms economics, Cost-Benefit Analysis methods, Markov Chains
- Abstract
Cost and effectiveness are usually modeled according to one studied event or one health state with parametric or non-parametric methods. In this paper, we propose an original method for assessing total costs while incorporating the dynamics of change in the health status of patients. A semi-Markov model in which the distributions of sojourn times are explicitly defined is developed. The hazard function of sojourn times is modeled by Weibull distributions specific to each transition. A vector of covariates is incorporated into the hazard function of each transition. From a regression model for costs, a cumulative cost function is derived. An estimation of the mean cost per patient in each state defined in the semi-Markov model could thus be made, and this enables us to identify the determinants of direct costs. The results of incremental net benefit (INB) are assessed using the bootstrap method. A cost-effectiveness analysis is performed in order to compare two strategies of follow-up in the colorectal cancer study. Two hundred and forty patients were enrolled in this study. Three health states are defined for patients with curative resection of colorectal cancer: alive without relapse, alive with relapse, and dead. The mean survival is 4.35 and 4.12 years, respectively, in the standard and moderate follow-up groups. We show that mean cost differs significantly by follow-up strategy and Dukes stage. Finally, the INB is assessed and this indicates that neither of the strategies compared was more cost-effective than the other., (Copyright (c) 2007 John Wiley & Sons, Ltd.)
- Published
- 2007
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