The need for microsimulation to evaluate osteoporosis interventions

David J. Vanness, Anna N.A. Tosteson, Sherine E. Gabriel, L. Joseph Melton

Research output: Contribution to journalReview article

17 Scopus citations

Abstract

Simulations play an increasingly important role in the evaluation of osteoporosis interventions. Existing evaluations have been based on "reduced-form" cohort simulations that do not reflect the complexity and heterogeneity of osteoporosis and its outcomes. Such simplified models offer parsimony and ease of use, but they also are limited in their ability to explain and extrapolate outcomes in a way that is most useful for both clinical and health policy decision makers. Alternatively, evaluations could be based on "structural" microsimulations, which explicitly model the underlying biology of osteoporosis at the individual level. The structural approach presents technical challenges, including the need to obtain more-detailed data and the requirement that underlying biological models be validated. However, evaluations based on structural microsimulation may ultimately provide substantially more useful information, resulting in improved decision making.

Original languageEnglish (US)
Pages (from-to)353-358
Number of pages6
JournalOsteoporosis International
Volume16
Issue number4
DOIs
Publication statusPublished - Apr 1 2005

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All Science Journal Classification (ASJC) codes

  • Endocrinology, Diabetes and Metabolism

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