Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing...MEDINFO 2019, the 17th World Congress on Medical and Health Informatics, August 25-30, 2019, Lyon, France.
Process mining helps healthcare professionals understand processes within healthcare. While often used in secondary care, there is little work in process mining using primary care data. Serious adverse events that result from hazardous prescribing are common and costly. For example, nonsteroidal ant...
| Publicado en: | Studies in Health Technology & Informatics Vol. 264; pp. 447 - 452 |
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| Autores principales: | , , , , , |
| Formato: | proceedings research tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
2019
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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=148538099&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 148538099 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 09269630 U1V jtl: Studies in Health Technology & Informatics issn: 09269630 maglogo: N pubinfo: dt: 2019 vid: 264 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 148538099 148538099 148538099 10.3233/SHTI190261 148538099 ppf: 447 ppct: 5 formats: tig: atl: Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing...MEDINFO 2019, the 17th World Congress on Medical and Health Informatics, August 25-30, 2019, Lyon, France. aug: au: Williams, Richard Ashcroft, Darren M. Brown, Benjamin Rojas, Eric Peek, Niels Johnson, Owen affil: NIHR Greater Manchester Patient Safety Translational Research Centre, University of Manchester, Manchester, UK sug: subj: Data Mining Primary Health Care United Kingdom Patient Safety Inappropriate Prescribing Congresses and Conferences France France Funding Source Human United Kingdom Antiinflammatory Agents, Non-Steroidal Adverse Effects Platelet Aggregation Inhibitors Adverse Effects Gastrointestinal Hemorrhage Chemically Induced Cost Savings Health Care Costs Gastrointestinal Hemorrhage Prevention and Control Male Female Adult Middle Age Aged Aged, 80 and Over Algorithms Peptic Ulcer Prevention and Control Adverse Drug Event Decision Support Systems, Clinical Adult: 19-44 years Middle Aged: 45-64 years Aged: 65+ years Aged, 80 & over Male Female ab: Process mining helps healthcare professionals understand processes within healthcare. While often used in secondary care, there is little work in process mining using primary care data. Serious adverse events that result from hazardous prescribing are common and costly. For example, nonsteroidal anti-inflammatory drugs (NSAIDs) and antiplatelets can cause gastro-intestinal bleeds (GiBs). Prescribing typically occurs during primary care; therefore we used this setting to attempt process mining. We extracted events (drug started, drug stopped, GiB) for understanding three prescribing pathways, and applied process mining. We found NSAIDs are often short-term prescriptions whereas antiplatelets are often long-term. This perhaps explains our finding that coprescription of gastro-protection is more prevalent for antiplatelets than NSAIDs. We identified reasons why primary care data is harder to process mine and proposed solutions. Process mining primary care data is possible and likely useful for improving patient safety and reducing costs. pubtype: Academic Journal doctype: proceedings research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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