Business Process Mining in Healthcare with State-of-the-Art Open Source Tools

This study investigates the application of business process mining to optimize patient flow, minimize wait times, and enhance resource utilization in an ophthalmology clinic. Using open-source R packages, particularly bupaR, we analyzed event logs derived from patient data across multiple IT systems, mapping the patient journey from scheduling to discharge. The findings demonstrate that process mining effectively supports the understanding and improvement of organizational workflows. Additionally, the study highlights that commercial tools are not essential for such analyses; individuals with moderate IT expertise can easily adopt open-source alternatives. Crucially, success depends not on mastering the tools’ intricate mechanisms but on the ability to accurately interpret results and understand key methodological parameters.

Authors

Publication Details

Journal
BFH: ARBOR
Published
2025-04-08
DOI
https://doi.org/10.24451/arbor.12691
Primary Topic
Business Process Modeling and Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

Business Process Mining in Healthcare with State-of-the-Art Open Source Tools

Murat Sariyar
BFH: ARBOR
Business Process Modeling and Analysis
article

Business Process Mining in Healthcare with State-of-the-Art Open Source Tools

Murat Sariyar
article en

Abstract

This study investigates the application of business process mining to optimize patient flow, minimize wait times, and enhance resource utilization in an ophthalmology clinic. Using open-source R packages, particularly bupaR, we analyzed event logs derived from patient data across multiple IT systems, mapping the patient journey from scheduling to discharge. The findings demonstrate that process mining effectively supports the understanding and improvement of organizational workflows. Additionally, the study highlights that commercial tools are not essential for such analyses; individuals with moderate IT expertise can easily adopt open-source alternatives. Crucially, success depends not on mastering the tools’ intricate mechanisms but on the ability to accurately interpret results and understand key methodological parameters.

BFH: ARBOR
Decent work and economic growth
Openalex Percentile: Top 19%
Business Process Modeling and Analysis
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