A Scenario using CMMN Nico Herzberg Kathrin Kirchner and Mathia s Weske September 8 2014 ProHealth 2012 Nico Herzberg 2 Modeling and Monitoring Variability in Hospital Treatments A Scenario using CMMN ID: 830203
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Slide1
Modeling and Monitoring Variability in Hospital Treatments
–
A Scenario using CMMN
Nico Herzberg
, Kathrin Kirchner, and
Mathia
s Weske
September 8, 2014
Slide2ProHealth 2012
Nico Herzberg2
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Design
Execution
Configuration
Evaluation
Process Model and
Process Event
Monitoring Points
Connect PEMPs to
Data Sources
Collect Monitoring Data
Analyze Monitoring
Results
Kathrin Kirchner, Nico Herzberg, Andreas Rogge-Solti, Mathias Weske
.
Embedding
Conformance
Checking
in a
Process
Intelligence
System in Hospital Environments
.
In
Process Support and Knowledge Representation in Health Care., Springer Berlin Heidelberg, 2013
BPMN
Enabling
Process
Monitoring
Traceability,
ConformanceChecking
Slide3Motivation
Transferability and adoption of a clinical pathway is not supportedRequired flexibility cannot be expressed in BPMN models
More flexibility while not losing process monitoringcapabilities
Nico Herzberg
3
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide4Scenario (I/II)Nico Herzberg
4
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide5Scenario (II/II)Nico Herzberg
5
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMNQuestionnaire sent to all 14 liver transplantation centers in Germany10 of them answered
Results (example):
CT is done by all centers
MRI is done by 5 of 10
Slide6Case Modeling (I/II)Case Management Model
and Notation 1.0Nico Herzberg
6Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Case Plan Model
Stages
Milestone and Task
Task with Sentries
Event Listener
Case/Process Task
Slide7Case Modeling (II/II)
Nico Herzberg7
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Case Modeling (II/II)
Nico Herzberg
7
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide8Node Life Cycles
Nico Herzberg8
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide9Connection to PEMP
Nico Herzberg
9Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide10Monitoring: Configuration
Nico Herzberg
10Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide11Monitoring: Execution
Nico Herzberg
11
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide12Monitoring: Application
Nico Herzberg12
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide13Discussion (I/II)
Modeling a general process valid for several hospitalsYes, it is possible
Expressing mandatory tasks in one hospital is difficult expert knowledge requiredExplicit modeling of roles not supportedRole assignment to cases and human tasks
Not expressed explicitly in the model
Nico Herzberg
13
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide14Discussion (II/II)
Explicit modeling of locations not supportedCould be expressed by structuring, e.g. stagesHow to deal with complexity?
StructuringHow to use case plan models?CMMN + hospital specific best practicesCMMN as template
adoption by each hospital
CMMN as inspiration for a more concrete model
Nico Herzberg
14
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide15Future Work
Is CMMN the right choice for modeling clinical pathways?How to deal with the weaknesses?Extensions required?
Evaluation of CMMN in hospitalsBest practices for using CMMN in healthcare
Nico Herzberg
15
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Slide16ConclusionNico Herzberg
16
Modeling and Monitoring Variability in Hospital Treatments - A Scenario using CMMN
Design
Execution
Configuration
Evaluation
Process Model and
Process Event
Monitoring Points
Connect PEMPs to
Data Sources
Collect Monitoring Data
Analyze Monitoring
Results
CMMN
Enabling
Process
Monitoring
Traceability
Slide17Presentation Creation