A process mining-based investigation of adverse events in care processes.
This paper proposes the Clinical Pathway Analysis Method (CPAM) approach that enables the extraction of valuable organisational and medical information on past clinical pathway executions from the event logs of healthcare information systems. The method deals with the complexity of real-world clinic...
| Publicado en: | Health Information Management Journal Vol. 43; no. 1; pp. 16 - 26 |
|---|---|
| Autores principales: | , , , , , |
| Formato: | Journal Article |
| Publicado: |
Sage Publications Inc.
2014
|
| 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=107859606&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 107859606 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 18333583 YWP jtl: Health Information Management Journal issn: 18333583 maglogo: Y pubinfo: dt: 2014 vid: 43 iid: 1 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 107859606 109834835 10.1177/183335831404300103 107859606 ppf: 16 ppct: 10 formats: tig: atl: A process mining-based investigation of adverse events in care processes. aug: au: Caron, Filip Vanthienen, Jan Vanhaecht, Kris Van Limbergen, Erik Deweerdt, Jochen Baesens, Bart affil: Department of Decision Sciences and Information Management, KU Leuven, Naamsestraat 69, 3000 Leuven, BELGIUM sug: subj: Critical Path Evaluation Quality of Health Care Process Assessment (Health Care) Patient Care Adverse Health Care Event Hospital Information Systems Practice Guidelines Utilization ab: This paper proposes the Clinical Pathway Analysis Method (CPAM) approach that enables the extraction of valuable organisational and medical information on past clinical pathway executions from the event logs of healthcare information systems. The method deals with the complexity of real-world clinical pathways by introducing a perspective-based segmentation of the date-stamped event log. CPAM enables the clinical pathway analyst to effectively and efficiently acquire a profound insight into the clinical pathways. By comparing the specific medical conditions of patients with the factors used for characterising the different clinical pathway variants, the medical expert can identify the best therapeutic option. Process mining-based analytics enables the acquisition of valuable insights into clinical pathways, based on the complete audit traces of previous clinical pathway instances. Additionally, the methodology is suited to assess guideline compliance and analyse adverse events. Finally, the methodology provides support for eliciting tacit knowledge and providing treatment selection assistance. pubtype: Academic Journal doctype: Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
|---|