Variance analysis in task-time matrix clinical pathways

H. Yan, P. van Gorp, U. Kaymak, L. Ji, X. Lu, C.C. Chiau, H.H.M. Korsten, H. Duan

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

5 Citaten (Scopus)

Samenvatting

Clinical pathways are popular healthcare management tools to standardise care and ensure quality. Measuring pathway conformance and analysing variances gives valuable feedback in the context of care improvement trajectories. The Business Process Model and Notation (BPMN) language and Task-Time matrices are popular ways to model clinical pathways. A key step in variance analysis involves the computation of optimal alignments between the pathway model and patient-specific traces. This paper presents for this step a new algorithm which reduces the time for finding deviations from hours to minutes. A case study on variance analysis is undertaken, where a clinical pathway from the practice and a large set of patients data from an EMR database are used. The results demonstrate that automated variance analysis between BPMN Task-Time models and real-life EMR data is feasible. We also provide meaningful insights for further improvement.

Originele taal-2Engels
Titel2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017, 16-19 February 2017, Orlando, Florida
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's253-256
Aantal pagina's4
ISBN van elektronische versie978-1-5090-4179-4
ISBN van geprinte versie978-1-5090-4180-0
DOI's
StatusGepubliceerd - 11 apr 2017
EvenementInternational Conference on Biomedical and Health Informatics (BHI 2017), 16-19 February 2017, Orlando, Florida: Integrative Informatics for Precision and Preventive Medicine - Orlando, Verenigde Staten van Amerika
Duur: 17 feb 201719 feb 2017
Congresnummer: 2017
http://bhi.embs.org/2017/

Congres

CongresInternational Conference on Biomedical and Health Informatics (BHI 2017), 16-19 February 2017, Orlando, Florida
Verkorte titelBHI 2017
Land/RegioVerenigde Staten van Amerika
StadOrlando
Periode17/02/1719/02/17
Internet adres

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