Process mining in primary care: A literature review

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dc.catalogadorjwg
dc.contributor.authorWilliams, Richard
dc.contributor.authorRojas Balcazar, Erick
dc.contributor.authorPeek, Niels
dc.contributor.authorJohnson, Owen A.
dc.date.accessioned2024-01-19T15:53:05Z
dc.date.available2024-01-19T15:53:05Z
dc.date.issued2018
dc.description.abstractProcess mining is the discipline of discovering processes from event logs, checking the conformance of real world events to idealized processes, and ultimately finding ways to improve those processes. It was originally applied to business processes and has recently been applied to healthcare. It can reveal insights into clinical care pathways and inform the redesign of healthcare services. We reviewed the literature on process mining, to investigate the extent to which process mining has been applied to primary care, and to identify specific challenges that may arise in this setting. We identified 143 relevant papers, of which only a small minority (n=7) focused on primary care settings. Reported challenges included data quality (consistency and completeness of routinely collected data); selection of appropriate algorithms and tools; presentation of results; and utilization of results in real-world applications.
dc.fuente.origenConveris
dc.identifier.converisid1
dc.identifier.doi10.3233/978-1-61499-852-5-376
dc.identifier.issn0926-9630
dc.identifier.scopusidSCOPUS_ID:2-s2.0-85046535679
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/80769
dc.identifier.wosidWOS:000550786400076
dc.information.autorucEscuela de Ingeniería; Rojas Balcazar Erick; ; 44525
dc.language.isoen
dc.nota.accesoContenido parcial
dc.pagina.final380
dc.pagina.inicio376
dc.revistaStudies in Health Technology and Informatics
dc.rightsacceso restringido
dc.subjectCare pathways
dc.subject Primary care
dc.subjectProcess mining
dc.subjectWorkflow
dc.subject.ddc620
dc.subject.deweyIngenieríaes_ES
dc.titleProcess mining in primary care: A literature review
dc.typecapítulo de libro
dc.volumen247
sipa.codpersvinculados44525
sipa.trazabilidadConveris;20-07-2021
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