Handling Uncertainty in Health Care Management using the Cardinality-Constrained Approach: Advantages and Remarks
Identifieur interne : 002733 ( Hal/Corpus ); précédent : 002732; suivant : 002734Handling Uncertainty in Health Care Management using the Cardinality-Constrained Approach: Advantages and Remarks
Auteurs : Bernardetta Addis ; Giuliana Carello ; Andrea Grosso ; Lanzarone Ettore ; Sara Mattia ; Elena TànfaniSource :
- Operations Research for Health Care [ 2211-6923 ] ; 2015.
Abstract
Different approaches have been proposed in the literature to handle uncertain parameters in health care optimisation problems. Among them, the cardinality-constrained approach to robust optimisation seems suitable for handling several of these problems because it allows a trade-off between the level of robustness and the cost of the solution, and an easy implementation that can be understood by clinicians and planners without any background in operations research. Thus far, however, cardinality-constrained approach has rarely been applied to health care. We recently applied the cardinality-constrained approach to two relevant health care management problems, namely, the operating room planning problem and the nurse-to-patient assignment problem in home care services. In this communication, we briefly describe our experience and focus on general considerations, advantages, and remarks that can help operations researchers in evaluating the approach for other applications in health care management.
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DOI: 10.1016/j.orhc.2014.10.001
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Hal:hal-01247392Le document en format XML
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Among them, the cardinality-constrained approach to robust optimisation seems suitable for handling several of these problems because it allows a trade-off between the level of robustness and the cost of the solution, and an easy implementation that can be understood by clinicians and planners without any background in operations research. Thus far, however, cardinality-constrained approach has rarely been applied to health care. We recently applied the cardinality-constrained approach to two relevant health care management problems, namely, the operating room planning problem and the nurse-to-patient assignment problem in home care services. In this communication, we briefly describe our experience and focus on general considerations, advantages, and remarks that can help operations researchers in evaluating the approach for other applications in health care management.</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">Handling Uncertainty in Health Care Management using the Cardinality-Constrained Approach: Advantages and Remarks</title><author role="aut"><persName><forename type="first">Bernardetta</forename><surname>Addis</surname></persName><email></email><idno type="halauthor">953524</idno><affiliation ref="#struct-205122"></affiliation></author><author role="aut"><persName><forename type="first">Giuliana</forename><surname>Carello</surname></persName><email>carello@polimi.it</email><idno type="halauthor">984814</idno><affiliation ref="#struct-238589"></affiliation></author><author role="aut"><persName><forename type="first">Andrea</forename><surname>Grosso</surname></persName><email>grosso@di.unito.it</email><idno type="halauthor">984792</idno><affiliation ref="#struct-83587"></affiliation></author><author role="aut"><persName><forename type="first">Lanzarone</forename><surname>Ettore</surname></persName><email>ettore.lanzarone@cnr.it</email><idno type="halauthor">1260150</idno><affiliation ref="#struct-244542"></affiliation></author><author role="aut"><persName><forename type="first">Sara</forename><surname>Mattia</surname></persName><email>sara.mattia@iasi.cnr.it</email><idno type="halauthor">984815</idno><affiliation ref="#struct-244542"></affiliation></author><author role="aut"><persName><forename type="first">Elena</forename><surname>Tànfani</surname></persName><email>etanfani@economia.unige.it</email><idno type="halauthor">984795</idno><affiliation ref="#struct-244531"></affiliation></author><editor role="depositor"><persName><forename>Bernardetta</forename><surname>Addis</surname></persName><email>bernardetta.addis@loria.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2015-12-21 19:14:51</date><date type="whenModified">2016-03-11 16:13:54</date><date type="whenReleased">2015-12-21 19:14:51</date><date type="whenProduced">2015</date></edition><respStmt><resp>contributor</resp><name key="189175"><persName><forename>Bernardetta</forename><surname>Addis</surname></persName><email>bernardetta.addis@loria.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">hal-01247392</idno><idno type="halUri">https://hal.inria.fr/hal-01247392</idno><idno type="halBibtex">addis:hal-01247392</idno><idno type="halRefHtml">Operations Research for Health Care, ELSEVIER, 2015, 4, pp.1-4. <10.1016/j.orhc.2014.10.001></idno><idno type="halRef">Operations Research for Health Care, ELSEVIER, 2015, 4, pp.1-4. <10.1016/j.orhc.2014.10.001></idno></publicationStmt><seriesStmt><idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno><idno type="stamp" n="INRIA-LORRAINE">INRIA Nancy - Grand Est</idno><idno type="stamp" n="INRIA-NANCY-GRAND-EST">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LORIA-NSS" p="LORIA">Réseaux, systèmes et services</idno><idno type="stamp" n="LORIA2">Publications du LORIA</idno><idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno><idno type="stamp" n="INRIA2">INRIA 2</idno><idno type="stamp" n="LORIA">LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno></seriesStmt><notesStmt><note type="audience" n="2">International</note><note type="popular" n="0">No</note><note type="peer" n="1">Yes</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Handling Uncertainty in Health Care Management using the Cardinality-Constrained Approach: Advantages and Remarks</title><author role="aut"><persName><forename type="first">Bernardetta</forename><surname>Addis</surname></persName><idno type="halAuthorId">953524</idno><affiliation ref="#struct-205122"></affiliation></author><author role="aut"><persName><forename type="first">Giuliana</forename><surname>Carello</surname></persName><email>carello@polimi.it</email><idno type="halAuthorId">984814</idno><affiliation ref="#struct-238589"></affiliation></author><author role="aut"><persName><forename type="first">Andrea</forename><surname>Grosso</surname></persName><email>grosso@di.unito.it</email><idno type="halAuthorId">984792</idno><affiliation ref="#struct-83587"></affiliation></author><author role="aut"><persName><forename type="first">Lanzarone</forename><surname>Ettore</surname></persName><email>ettore.lanzarone@cnr.it</email><idno type="halAuthorId">1260150</idno><affiliation ref="#struct-244542"></affiliation></author><author role="aut"><persName><forename type="first">Sara</forename><surname>Mattia</surname></persName><email>sara.mattia@iasi.cnr.it</email><idno type="halAuthorId">984815</idno><affiliation ref="#struct-244542"></affiliation></author><author role="aut"><persName><forename type="first">Elena</forename><surname>Tànfani</surname></persName><email>etanfani@economia.unige.it</email><idno type="halAuthorId">984795</idno><affiliation ref="#struct-244531"></affiliation></author></analytic><monogr><idno type="halJournalId" status="INCOMING">106496</idno><idno type="issn">2211-6923</idno><title level="j">Operations Research for Health Care</title><imprint><publisher>ELSEVIER</publisher><biblScope unit="volume">4</biblScope><biblScope unit="pp">1-4</biblScope><date type="datePub">2015</date></imprint></monogr><idno type="doi">10.1016/j.orhc.2014.10.001</idno></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><classCode scheme="halDomain" n="info.info-ro">Computer Science [cs]/Operations Research [cs.RO]</classCode><classCode scheme="halTypology" n="ART">Journal articles</classCode></textClass><abstract xml:lang="en">Different approaches have been proposed in the literature to handle uncertain parameters in health care optimisation problems. Among them, the cardinality-constrained approach to robust optimisation seems suitable for handling several of these problems because it allows a trade-off between the level of robustness and the cost of the solution, and an easy implementation that can be understood by clinicians and planners without any background in operations research. Thus far, however, cardinality-constrained approach has rarely been applied to health care. We recently applied the cardinality-constrained approach to two relevant health care management problems, namely, the operating room planning problem and the nurse-to-patient assignment problem in home care services. In this communication, we briefly describe our experience and focus on general considerations, advantages, and remarks that can help operations researchers in evaluating the approach for other applications in health care management.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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