Process Mining in Primary Care: A Literature Review.
Process 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...
| Publicado en: | Studies in Health Technology & Informatics Vol. 247; pp. 376 - 381 |
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| Autores principales: | , , , |
| Formato: | research systematic review tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
2018
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=129542608&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 129542608 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 09269630 U1V jtl: Studies in Health Technology & Informatics issn: 09269630 maglogo: N pubinfo: dt: 2018 vid: 247 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 129542608 129542608 129542608 10.3233/978-1-61499-852-5-376 129542608 ppf: 376 ppct: 5 formats: tig: atl: Process Mining in Primary Care: A Literature Review. aug: au: WILLIAMS, Richard ROJAS, Eric PEEK, Niels JOHNSON, Owen A. affil: MRC Health eResearch Centre, Division of Informatics, Imaging and Data Science, University of Manchester, Manchester, UK sug: subj: Data Mining Process Assessment (Health Care) Primary Health Care Community Health Services Systematic Review Human Algorithms Workflow Critical Path PubMed Coding Resource Databases, Health Funding Source ab: Process 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. pubtype: Academic Journal doctype: research systematic review tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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