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For these reasons, this research was designed to provide a deeper understanding of these models. The purpose of this paper is to examine the usefulness of a computerized Monte\u2010Carlo simulation of admission decisions under the constraints of emergency departments.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Design\/methodology\/approach<\/jats:title><jats:p>The authors construct a simple decision tree using the expected utility method to represent the complex admission decision process terms of quality adjusted life years (QALY) then show the advantages of using a Monte\u2010Carlo simulation in evaluating admission decisions in a cohort simulation, using a decision tree and a Markov chain.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Findings<\/jats:title><jats:p>After showing that the Monte\u2010Carlo simulation outperforms an expected utility method without a simulation, the authors develop a decision tree with such a model. real cohort simulation data are used to demonstrate that the integration of a Monte\u2010Carlo simulation shows which patients should be admitted.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Research limitations\/implications<\/jats:title><jats:p>This paper may encourage researchers to use Monte\u2010Carlo simulation in evaluating admission decision implications. The authors also propose applying the model when using a computer simulation that deals with various CVD symptoms in clinical cohorts.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Originality\/value<\/jats:title><jats:p>Aside from demonstrating the value of a Monte\u2010Carlo simulation as a powerful analysis tool, the paper's findings may prompt researchers to conduct a decision analysis with a Monte\u2010Carlo simulation in the healthcare environment.<\/jats:p><\/jats:sec>","DOI":"10.1108\/17410391311289604","type":"journal-article","created":{"date-parts":[[2013,1,31]],"date-time":"2013-01-31T12:35:51Z","timestamp":1359635751000},"page":"154-164","source":"Crossref","is-referenced-by-count":0,"title":["Implementing a Monte\u2010Carlo simulation on admission decisions"],"prefix":"10.1108","volume":"26","author":[{"given":"Ofir","family":"Ben\u2010Assuli","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moshe","family":"Leshno","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","reference":[{"key":"key2022031620323737700_b1","doi-asserted-by":"crossref","unstructured":"Antman, E.M., Cohen, M., Bernink, P., McCabe, C.H., Horacek, T., Papuchis, G., Mautner, B., Corbalan, R., Radley, D. and Braunwald, E. 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