Process model (discovered) from the event log, A) Petri net of the discovered process, B) Frequency variant of Heuristic net of discovered process, C) Performance (duration) varian... by Mohammad Bakhtiari (11838264)

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Discovered processes for variants 1 and 2: A) The process model was discovered using the heuristic miner algorithm for variant 1 in by Mohammad Bakhtiari (11838264)

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The department’s daily management system, a part of a broader quality management system, ensures a seamless flow of information between all components based on the guidelines [ by Mohammad Bakhtiari (11838264)

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Visual representations of the event log using different notations and process discovery algorithms: A) Heuristics Net, B) Process Tree, C) BPMN, and D) Petri Net, E) DFG. by Mohammad Bakhtiari (11838264)

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Analyzing the event log reveals that A) Therapist chart checks take a long time to complete, B) specific notations for treatment techniques are infrequently used and may be redunda... by Mohammad Bakhtiari (11838264)

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Process model discovered using the cases in top four variants (80%) of the cases according to Pareto Diagram 15A. by Mohammad Bakhtiari (11838264)

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(Decision tree classifying cases based on whether their duration is 14 days or less, with the technique used (VMAT or other) as a splitting criterion. by Mohammad Bakhtiari (11838264)

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Mean case duration before and after intervention (t-statistic = -3.35, p <i>< </i>0.001), indicating a statistically significant difference in means. by Mohammad Bakhtiari (11838264)

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Utilizing an Ishikawa diagram for comprehensive root cause analysis encourages a broader exploration of potential causes beyond linear thinking by visually organizing and categoriz... by Mohammad Bakhtiari (11838264)

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This causal loop diagram illustrates the interrelated relationships and feedback loops within a complex system, showing how alterations in one aspect can affect others, sometimes i... by Mohammad Bakhtiari (11838264)

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Even log summary: A) Start and end of each activity, B) Timeline of the activities, C) Identification of outliers using Z-score, e) Analysis of cases taking more than 14 days to co... by Mohammad Bakhtiari (11838264)

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Framing process mining into the Plan-Do-Study-Act (PDSA) cycle can enhance the quality management system by providing detailed insights into existing processes. by Mohammad Bakhtiari (11838264)

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The checklist was developed to address top failure modes in by Mohammad Bakhtiari (11838264)

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Summary of key event log statistics. by Mohammad Bakhtiari (11838264)

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Failure mode and effects analysis (FMEA). by Mohammad Bakhtiari (11838264)

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Data attributes overview. by Mohammad Bakhtiari (11838264)

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Decision criteria for identifying complex or complicated situations [47]. by Mohammad Bakhtiari (11838264)

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Contemporary leadership approaches are essential for navigating complex systems. by Mohammad Bakhtiari (11838264)

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Root Cause Analysis using 5 Whys: first, clearly define the problem that needs resolution. by Mohammad Bakhtiari (11838264)

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In this Pareto Diagram, out of many variants, four variants account for 80% of the cases. by Mohammad Bakhtiari (11838264)

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