The ClearPath Method for Care Pathway Process Mining and Simulation

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dc.catalogadorgjm
dc.contributor.authorJohnson, Owen A.
dc.contributor.authorBa Dhafari, Thamer
dc.contributor.authorKurniati, Angelina
dc.contributor.authorFox, Frank
dc.contributor.authorRojas, Eric
dc.date.accessioned2024-01-19T14:48:17Z
dc.date.available2024-01-19T14:48:17Z
dc.date.issued2019
dc.description.abstractProcess mining of routine electronic healthcare records can help inform the management of care pathways. Combining process mining with simulation creates a rich set of tools for care pathway improvement. Healthcare process mining creates insight into the reality of patients’ journeys through care pathways while healthcare process simulation can help communicate those insights and explore “what if” options for improvement. In this paper, we outline the ClearPath method, which extends the PM2 process mining method with a process simulation approach that address issues of poor quality and missing data and supports rich stakeholder engagement. We review the literature that informed the development of ClearPath and illustrate the method with case studies of pathways for alcohol-related illness, giant-cell arteritis and functional neurological symptoms. We designed an evidence template that we use to underpin the fidelity of our simulation models by tracing each model element back to literature sources, data and process mining outputs and insights from qualitative research. Our approach may be of benefit to others using process-oriented data science to improve healthcare.
dc.fechaingreso.objetodigital2024-04-09
dc.fuente.origenORCID
dc.identifier.doi10.1007/978-3-030-11641-5_19
dc.identifier.urihttps://doi.org/10.1007/978-3-030-11641-5_19
dc.identifier.urihttp://www.scopus.com/inward/record.url?eid=2-s2.0-85061384142&partnerID=MN8TOARS
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/80690
dc.identifier.wosidWOS:001288517800019
dc.information.autorucEscuela de Medicina; Rojas, Eric; 0000-0002-2570-1861; 224862
dc.language.isoen
dc.nota.accesoContenido completo
dc.rightsacceso abierto
dc.subjectHealthcare
dc.subjectCare pathways
dc.subjectProcess mining
dc.subjectProcess simulation
dc.subject.ddc610
dc.subject.deweyMedicina y saludes_ES
dc.titleThe ClearPath Method for Care Pathway Process Mining and Simulation
dc.typecontribución de congreso
sipa.codpersvinculados224862
sipa.trazabilidadORCID;2024-01-08
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