Planning health workforce training in the detection and prevention of excessive alcohol consumption: an optimization-based approach

dc.contributor.authorFaria, J.
dc.contributor.authorCardoso-Grilo, T.
dc.contributor.authorGomes, C.
dc.date.accessioned2018-07-12T09:50:13Z
dc.date.available2018-07-12T09:50:13Z
dc.date.issued2018
dc.date.updated2018-07-12T09:49:31Z
dc.description.abstractThe adequate training of health workforce in the field of excessive alcohol consumption is essential to provide health professionals with the necessary tools for an adequate provision of care, thus leading to a decrease in alcohol consumption. Proper planning of such training is thus essential, but literature in this area is still scarce. This paper proposes an optimization model based on mathematical programming for supporting the planning of health workforce training in the field of excessive alcohol consumption in National Health Service-based countries – the WFTMalcohol. The model aims at informing on (i) how many health professionals (physicians and nurses) should be trained per year and health unit, and (ii) which training packages should be available per year. The model allows exploring the impact of considering different objectives relevant in this sector, including the minimization of costs and the maximization of multiple performance indicators. Acknowledging that several sources of uncertainty may affect planning decisions, a sensitivity analysis on key parameters of the model is performed. To illustrate the applicability of the model, a case study based on the Oeste Sul ACES in Lisbon is analyzed. Results confirm that there is a shortage of trained professionals in this field in Portugal.por
dc.description.versioninfo:eu-repo/semantics/acceptedVersion
dc.identifier.doi10.1007/978-3-319-71583-4_6
dc.identifier.isbn978-331971582-7
dc.identifier.issn2194-1009
dc.identifier.urihttps://ciencia.iscte-iul.pt/id/ci-pub-39883
dc.identifier.urihttp://hdl.handle.net/10071/16343
dc.journal18th Congress of APDIO, the Portuguese Association of Operational Researchen_US
dc.language.isoengpor
dc.pagination69-86en_US
dc.peerreviewedyespor
dc.publisherSpringerpor
dc.rightsopen access
dc.subjectHealth workforce trainingpor
dc.subjectExcessive consumption of alcoholpor
dc.subjectOptimizationpor
dc.subjectMathematical programming modelspor
dc.subjectPerformance indicatorspor
dc.titlePlanning health workforce training in the detection and prevention of excessive alcohol consumption: an optimization-based approachpor
dc.typeconferenceObjectpor
dc.volume223en_US
degois.publication.firstPage69por
degois.publication.lastPage86por
degois.publication.locationValençapor
degois.publication.title18th Congress of APDIO, the Portuguese Association of Operational Researchpor
dspace.entity.typePublicationen

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