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Discrete event simulation applied to prediction of future demand of colonoscopies
dc.contributor | Fonseca Casas, Pau |
dc.contributor | Comas Serrano, Mercè |
dc.contributor.author | Louro Aldamiz-Echevarría, Javier |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa |
dc.date.accessioned | 2016-01-20T12:12:53Z |
dc.date.available | 2016-01-20T12:12:53Z |
dc.date.issued | 2016-01 |
dc.identifier.uri | http://hdl.handle.net/2117/81729 |
dc.description.abstract | Discrete event simulation was used to model a population-based colorectal cancer screening program. The demand of colonoscopies, including colonoscopies after a positive fecal-occult blood test and surveillance colonoscopies after a premalignant finding, were estimated, with a special focus on sensitivity analysis on the main factors affecting colonosocopy demand and territorial predictions according to the incoming extension of the Program in all regions of Catalonia. Results of the sensitivity analysis showed that FIT positivity is far the most sensitive variable. Territorial results were calculated for each endoscopic unit of Catalonia and an interactive and user-friendly application was developed to make results available to decision-makers. The model predicts a relevant increase in future demand of colonoscopies and, thus, raises the need of careful planning of healthcare resources. |
dc.language.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.publisher | Universitat de Barcelona |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica |
dc.subject.lcsh | Mathematical Statistics -- Applications |
dc.subject.other | Colonoscopies |
dc.subject.other | Health service research |
dc.subject.other | Healthcare planning |
dc.subject.other | Probabilistic sensitivity analysis |
dc.subject.other | Applications |
dc.title | Discrete event simulation applied to prediction of future demand of colonoscopies |
dc.type | Master thesis |
dc.subject.lemac | Estadística matemàtica--Aplicacions |
dc.subject.ams | Classificació AMS::62 Statistics::62P Applications |
dc.identifier.slug | FME-1283 |
dc.rights.access | Open Access |
dc.date.updated | 2016-01-19T06:38:31Z |
dc.audience.educationlevel | Màster |
dc.audience.mediator | Universitat Politècnica de Catalunya. Facultat de Matemàtiques i Estadística |
dc.audience.degree | MÀSTER UNIVERSITARI EN ESTADÍSTICA I INVESTIGACIÓ OPERATIVA (Pla 2013) |
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