SlideShare ist ein Scribd-Unternehmen logo
1 von 18
Simulation As a Method To Support Complex Organizational Transformations in Healthcare  Diederik Rothengatter,  Christiaan Katsma Jos van Hillegersberg Department of Information Systems and Change Management
Transition in Healthcare: Towards Patient Centric Care ,[object Object],[object Object],08-02-11 Amcis 2010, Peru
The case of Gelre Hospital: 2008-2010 08-02-11 Amcis 2010, Peru 210,000 patient treatments yearly 250 beds 18 outpatient clinics
Gelre: Transition to patient centric hospital:  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],08-02-11 Amcis 2010, Peru
Gelre: Transition to patient centric hospital: challenges ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],08-02-11 Amcis 2010, Peru
Our Approach: How to Support Complex Organizational Transformations in Healthcare? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],08-02-11 Amcis 2010, Peru
Our Approach: How to Support Complex Organizational Transformations in Healthcare? Development process Design process Interaction Interventions  ,[object Object],[object Object],[object Object],[object Object],[object Object],Coherence
Our Approach: How to Support Complex Organizational Transformations in Healthcare? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],08-02-11 Amcis 2010, Peru
Our Approach: How to Support Complex Organizational Transformations in Healthcare? 08-02-11 Amcis 2010, Peru Move from initially educational validity to representational validity
Simulation model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],08-02-11 Amcis 2010, Peru
Historical Data Planning  Executie Simulatie 2D Visual 3D Visual Performance KPI’s Building Layout Treatment  Planning HR  Planning Alternative  Planning Scenarios Quiet, Average Stress scenario Alternative  layouts
Examples of Simulation Results ,[object Object],[object Object],08-02-11 Amcis 2010, Peru
Examples of Simulation Results 08-02-11 Amcis 2010, Peru Patient arrive 15 minute early on average Variance 9, max. 94 minutes
Examples of Simulation Results 08-02-11 Amcis 2010, Peru
Examples of Simulation Results 08-02-11 Amcis 2010, Peru
Examples of Simulation Results: Heat Map 08-02-11 Amcis 2010, Peru
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],08-02-11 Amcis 2010, Peru
Questions? Diederik Rothengatter,  Christiaan Katsma Jos van Hillegersberg [email_address] Department of Information Systems and Change Management

Weitere ähnliche Inhalte

Was ist angesagt?

Statistical Services
Statistical ServicesStatistical Services
Statistical Services
crr99999
 
Data Mining A Healthcare Database
Data Mining A Healthcare DatabaseData Mining A Healthcare Database
Data Mining A Healthcare Database
brucco
 
TDewey Resume 2016-07-08
TDewey Resume 2016-07-08TDewey Resume 2016-07-08
TDewey Resume 2016-07-08
Tom Dewey
 
Care Cyte Introduction
Care Cyte IntroductionCare Cyte Introduction
Care Cyte Introduction
scottheinze
 
HealthCare Analytical Engine
HealthCare Analytical EngineHealthCare Analytical Engine
HealthCare Analytical Engine
Shivee Gupta
 

Was ist angesagt? (20)

HIS for Ophthalmology
HIS for OphthalmologyHIS for Ophthalmology
HIS for Ophthalmology
 
Effective utilisation and allocation of health resources
Effective utilisation and allocation of health resourcesEffective utilisation and allocation of health resources
Effective utilisation and allocation of health resources
 
Elmallah june27 11am_room230_a
Elmallah june27 11am_room230_aElmallah june27 11am_room230_a
Elmallah june27 11am_room230_a
 
KT_Resume2016
KT_Resume2016KT_Resume2016
KT_Resume2016
 
Cdss
CdssCdss
Cdss
 
Statistical Services
Statistical ServicesStatistical Services
Statistical Services
 
Data Mining A Healthcare Database
Data Mining A Healthcare DatabaseData Mining A Healthcare Database
Data Mining A Healthcare Database
 
TDewey Resume 2016-07-08
TDewey Resume 2016-07-08TDewey Resume 2016-07-08
TDewey Resume 2016-07-08
 
Late Binding: The New Standard For Data Warehousing
Late Binding: The New Standard For Data WarehousingLate Binding: The New Standard For Data Warehousing
Late Binding: The New Standard For Data Warehousing
 
Dennison Lim, PharmD, MBA Resume 2021-12
Dennison Lim, PharmD, MBA Resume 2021-12Dennison Lim, PharmD, MBA Resume 2021-12
Dennison Lim, PharmD, MBA Resume 2021-12
 
Hrr cmio-benefits
Hrr cmio-benefitsHrr cmio-benefits
Hrr cmio-benefits
 
PREDICTION and RATE analysis: Health Insurance
PREDICTION and RATE analysis: Health Insurance PREDICTION and RATE analysis: Health Insurance
PREDICTION and RATE analysis: Health Insurance
 
Malaysia AP lab embraces full scale adoption of digital pathology
Malaysia AP lab embraces full scale adoption of digital pathologyMalaysia AP lab embraces full scale adoption of digital pathology
Malaysia AP lab embraces full scale adoption of digital pathology
 
Appworx Solutions Overview
Appworx Solutions OverviewAppworx Solutions Overview
Appworx Solutions Overview
 
eBook - EHR Reality Check for Hospitals
eBook - EHR Reality Check for HospitalseBook - EHR Reality Check for Hospitals
eBook - EHR Reality Check for Hospitals
 
Capturing Patient Hip and Knee Replacement Implant Data Through Barcode Scann...
Capturing Patient Hip and Knee Replacement Implant Data Through Barcode Scann...Capturing Patient Hip and Knee Replacement Implant Data Through Barcode Scann...
Capturing Patient Hip and Knee Replacement Implant Data Through Barcode Scann...
 
Care Cyte Introduction
Care Cyte IntroductionCare Cyte Introduction
Care Cyte Introduction
 
HealthCare Analytical Engine
HealthCare Analytical EngineHealthCare Analytical Engine
HealthCare Analytical Engine
 
Managing Cost in the Era of Healthcare Reform
Managing Cost in the Era of Healthcare Reform  Managing Cost in the Era of Healthcare Reform
Managing Cost in the Era of Healthcare Reform
 
New Ways for Predictive Analytics and Machine Learning to Advance Population ...
New Ways for Predictive Analytics and Machine Learning to Advance Population ...New Ways for Predictive Analytics and Machine Learning to Advance Population ...
New Ways for Predictive Analytics and Machine Learning to Advance Population ...
 

Andere mochten auch

A copula-based Simulation Method for Clustered Multi-State Survival Data
A copula-based Simulation Method for Clustered Multi-State Survival DataA copula-based Simulation Method for Clustered Multi-State Survival Data
A copula-based Simulation Method for Clustered Multi-State Survival Data
federicorotolo
 
Brudaru, o. 2011: cellular genetic algorithm with communicating grids for a d...
Brudaru, o. 2011: cellular genetic algorithm with communicating grids for a d...Brudaru, o. 2011: cellular genetic algorithm with communicating grids for a d...
Brudaru, o. 2011: cellular genetic algorithm with communicating grids for a d...
ArchiLab 7
 
Parallel Simulation of Urban Dynamics on the GPU Ivan Blečić, Arnaldo Cecchi...
Parallel Simulation of Urban Dynamics on the GPU  Ivan Blečić, Arnaldo Cecchi...Parallel Simulation of Urban Dynamics on the GPU  Ivan Blečić, Arnaldo Cecchi...
Parallel Simulation of Urban Dynamics on the GPU Ivan Blečić, Arnaldo Cecchi...
Beniamino Murgante
 
Simulation of urban mobility (sumo) prest
Simulation of urban mobility (sumo) prestSimulation of urban mobility (sumo) prest
Simulation of urban mobility (sumo) prest
Jaskaranpreet Singh
 
Empowering Stakeholders – Simulation Games As a Participatory Method - Jan Ec...
Empowering Stakeholders – Simulation Games As a Participatory Method - Jan Ec...Empowering Stakeholders – Simulation Games As a Participatory Method - Jan Ec...
Empowering Stakeholders – Simulation Games As a Participatory Method - Jan Ec...
ServDes
 

Andere mochten auch (20)

A368 afa1 b0f8-4b79-812f-980f7dc622bf
A368 afa1 b0f8-4b79-812f-980f7dc622bfA368 afa1 b0f8-4b79-812f-980f7dc622bf
A368 afa1 b0f8-4b79-812f-980f7dc622bf
 
A copula-based Simulation Method for Clustered Multi-State Survival Data
A copula-based Simulation Method for Clustered Multi-State Survival DataA copula-based Simulation Method for Clustered Multi-State Survival Data
A copula-based Simulation Method for Clustered Multi-State Survival Data
 
Applying the Scientific Method to Simulation Experiments
Applying the Scientific Method to Simulation ExperimentsApplying the Scientific Method to Simulation Experiments
Applying the Scientific Method to Simulation Experiments
 
Eswaran Subrahmanian - Serious Games in Complex Design of Urban Systems and P...
Eswaran Subrahmanian - Serious Games in Complex Design of Urban Systems and P...Eswaran Subrahmanian - Serious Games in Complex Design of Urban Systems and P...
Eswaran Subrahmanian - Serious Games in Complex Design of Urban Systems and P...
 
Urban simulation by ANN-CA
Urban simulation by ANN-CAUrban simulation by ANN-CA
Urban simulation by ANN-CA
 
EGLACOMM / MEVIA APP TEASER
EGLACOMM / MEVIA APP TEASEREGLACOMM / MEVIA APP TEASER
EGLACOMM / MEVIA APP TEASER
 
Brudaru, o. 2011: cellular genetic algorithm with communicating grids for a d...
Brudaru, o. 2011: cellular genetic algorithm with communicating grids for a d...Brudaru, o. 2011: cellular genetic algorithm with communicating grids for a d...
Brudaru, o. 2011: cellular genetic algorithm with communicating grids for a d...
 
Simulation of Urban Mobility (Sumo) For Evaluating Qos Parameters For Vehicul...
Simulation of Urban Mobility (Sumo) For Evaluating Qos Parameters For Vehicul...Simulation of Urban Mobility (Sumo) For Evaluating Qos Parameters For Vehicul...
Simulation of Urban Mobility (Sumo) For Evaluating Qos Parameters For Vehicul...
 
Cfms project (asrc)
Cfms project (asrc)Cfms project (asrc)
Cfms project (asrc)
 
Serious games
Serious gamesSerious games
Serious games
 
A High-speed Verilog HDL Simulation Method using a Lightweight Translator
A High-speed Verilog HDL Simulation Method using a Lightweight TranslatorA High-speed Verilog HDL Simulation Method using a Lightweight Translator
A High-speed Verilog HDL Simulation Method using a Lightweight Translator
 
Games and Serious Games in Urban Planning: Study Cases
Games and Serious Games in Urban Planning: Study CasesGames and Serious Games in Urban Planning: Study Cases
Games and Serious Games in Urban Planning: Study Cases
 
charge simulation method
charge simulation methodcharge simulation method
charge simulation method
 
Architecture and urban planning (3 d) representation
Architecture and urban planning (3 d) representationArchitecture and urban planning (3 d) representation
Architecture and urban planning (3 d) representation
 
Midsquare method- simulation system
Midsquare method- simulation systemMidsquare method- simulation system
Midsquare method- simulation system
 
Spatial Microsimulation for City Modelling, Social Forecasting and Urban Poli...
Spatial Microsimulation for City Modelling, Social Forecasting and Urban Poli...Spatial Microsimulation for City Modelling, Social Forecasting and Urban Poli...
Spatial Microsimulation for City Modelling, Social Forecasting and Urban Poli...
 
Parallel Simulation of Urban Dynamics on the GPU Ivan Blečić, Arnaldo Cecchi...
Parallel Simulation of Urban Dynamics on the GPU  Ivan Blečić, Arnaldo Cecchi...Parallel Simulation of Urban Dynamics on the GPU  Ivan Blečić, Arnaldo Cecchi...
Parallel Simulation of Urban Dynamics on the GPU Ivan Blečić, Arnaldo Cecchi...
 
Simulations and Educational Games
Simulations and Educational GamesSimulations and Educational Games
Simulations and Educational Games
 
Simulation of urban mobility (sumo) prest
Simulation of urban mobility (sumo) prestSimulation of urban mobility (sumo) prest
Simulation of urban mobility (sumo) prest
 
Empowering Stakeholders – Simulation Games As a Participatory Method - Jan Ec...
Empowering Stakeholders – Simulation Games As a Participatory Method - Jan Ec...Empowering Stakeholders – Simulation Games As a Participatory Method - Jan Ec...
Empowering Stakeholders – Simulation Games As a Participatory Method - Jan Ec...
 

Ähnlich wie Simulation As a Method To Support Complex Organizational Transformations in Healthcare

Case study 7 chapter 141. 2. Answer the Case Study Questions (.docx
Case study 7 chapter 141. 2. Answer the Case Study Questions (.docxCase study 7 chapter 141. 2. Answer the Case Study Questions (.docx
Case study 7 chapter 141. 2. Answer the Case Study Questions (.docx
wendolynhalbert
 
Data Science-Data Analytics
Data Science-Data AnalyticsData Science-Data Analytics
Data Science-Data Analytics
Alexander Kolker
 
Workflow Continuity—Moving Beyond Business Continuityin a Mu.docx
Workflow Continuity—Moving Beyond Business Continuityin a Mu.docxWorkflow Continuity—Moving Beyond Business Continuityin a Mu.docx
Workflow Continuity—Moving Beyond Business Continuityin a Mu.docx
ambersalomon88660
 
1. Should Reagan (or the policies of any past presidents) be credi
1. Should Reagan (or the policies of any past presidents) be credi1. Should Reagan (or the policies of any past presidents) be credi
1. Should Reagan (or the policies of any past presidents) be credi
TatianaMajor22
 
Medical Applications of Decision Support System DSS
Medical Applications of Decision Support System DSSMedical Applications of Decision Support System DSS
Medical Applications of Decision Support System DSS
Khaled Elkhrashy
 
Running head ANALYSIS PAPER .docx
Running head ANALYSIS PAPER                                    .docxRunning head ANALYSIS PAPER                                    .docx
Running head ANALYSIS PAPER .docx
SUBHI7
 

Ähnlich wie Simulation As a Method To Support Complex Organizational Transformations in Healthcare (20)

Case study 7 chapter 141. 2. Answer the Case Study Questions (.docx
Case study 7 chapter 141. 2. Answer the Case Study Questions (.docxCase study 7 chapter 141. 2. Answer the Case Study Questions (.docx
Case study 7 chapter 141. 2. Answer the Case Study Questions (.docx
 
Health Care Information System
Health Care Information SystemHealth Care Information System
Health Care Information System
 
implementing Software Codes
implementing Software Codes implementing Software Codes
implementing Software Codes
 
Data Science-Data Analytics
Data Science-Data AnalyticsData Science-Data Analytics
Data Science-Data Analytics
 
Usability evaluation of a discrete event based visual hospital management sim...
Usability evaluation of a discrete event based visual hospital management sim...Usability evaluation of a discrete event based visual hospital management sim...
Usability evaluation of a discrete event based visual hospital management sim...
 
Healthcare Delivery Reimagined: Patient Flow and Care Coordination Analytics
Healthcare Delivery Reimagined: Patient Flow and Care Coordination AnalyticsHealthcare Delivery Reimagined: Patient Flow and Care Coordination Analytics
Healthcare Delivery Reimagined: Patient Flow and Care Coordination Analytics
 
Healthcare Project Management-Healthcare Project Management
Healthcare Project Management-Healthcare Project ManagementHealthcare Project Management-Healthcare Project Management
Healthcare Project Management-Healthcare Project Management
 
final ppt presentation healtify (1).pptx
final ppt presentation healtify  (1).pptxfinal ppt presentation healtify  (1).pptx
final ppt presentation healtify (1).pptx
 
hospital management system.docx
hospital management system.docxhospital management system.docx
hospital management system.docx
 
Health Care Management
Health Care ManagementHealth Care Management
Health Care Management
 
A Greybox Hospital Information System in the Medical Center Tobruk Libya base...
A Greybox Hospital Information System in the Medical Center Tobruk Libya base...A Greybox Hospital Information System in the Medical Center Tobruk Libya base...
A Greybox Hospital Information System in the Medical Center Tobruk Libya base...
 
Idea-Presentation-Format-SIH2023-College[1].pptx
Idea-Presentation-Format-SIH2023-College[1].pptxIdea-Presentation-Format-SIH2023-College[1].pptx
Idea-Presentation-Format-SIH2023-College[1].pptx
 
Ahrq Hai Collab Meeting 7.13 14.2009
Ahrq Hai Collab Meeting 7.13 14.2009Ahrq Hai Collab Meeting 7.13 14.2009
Ahrq Hai Collab Meeting 7.13 14.2009
 
Greenway Health Oak Street Case Study
Greenway Health Oak Street Case StudyGreenway Health Oak Street Case Study
Greenway Health Oak Street Case Study
 
Workflow Continuity—Moving Beyond Business Continuityin a Mu.docx
Workflow Continuity—Moving Beyond Business Continuityin a Mu.docxWorkflow Continuity—Moving Beyond Business Continuityin a Mu.docx
Workflow Continuity—Moving Beyond Business Continuityin a Mu.docx
 
1. Should Reagan (or the policies of any past presidents) be credi
1. Should Reagan (or the policies of any past presidents) be credi1. Should Reagan (or the policies of any past presidents) be credi
1. Should Reagan (or the policies of any past presidents) be credi
 
Medical Applications of Decision Support System DSS
Medical Applications of Decision Support System DSSMedical Applications of Decision Support System DSS
Medical Applications of Decision Support System DSS
 
FrancescaH
FrancescaHFrancescaH
FrancescaH
 
Performance improvement through mobile devices
Performance improvement through mobile devicesPerformance improvement through mobile devices
Performance improvement through mobile devices
 
Running head ANALYSIS PAPER .docx
Running head ANALYSIS PAPER                                    .docxRunning head ANALYSIS PAPER                                    .docx
Running head ANALYSIS PAPER .docx
 

Mehr von Jos van Hillegersberg

Mehr von Jos van Hillegersberg (9)

Get symposium oct 1st 2015 Rotterdam - Ict for supply chain innovation
Get symposium oct 1st 2015 Rotterdam - Ict for supply chain innovationGet symposium oct 1st 2015 Rotterdam - Ict for supply chain innovation
Get symposium oct 1st 2015 Rotterdam - Ict for supply chain innovation
 
Photos lustrum bit 31 5-2013
Photos lustrum bit 31 5-2013Photos lustrum bit 31 5-2013
Photos lustrum bit 31 5-2013
 
Centre4Cloud Tranforming to Saas Benefits, Risks and Business models for ISVs
Centre4Cloud Tranforming to Saas Benefits, Risks and Business models for ISVsCentre4Cloud Tranforming to Saas Benefits, Risks and Business models for ISVs
Centre4Cloud Tranforming to Saas Benefits, Risks and Business models for ISVs
 
Tx session transport 2035 future roadmap
Tx session transport 2035 future roadmapTx session transport 2035 future roadmap
Tx session transport 2035 future roadmap
 
Bpm2011 28 9-2011 vhillegersberg final
Bpm2011 28 9-2011 vhillegersberg finalBpm2011 28 9-2011 vhillegersberg final
Bpm2011 28 9-2011 vhillegersberg final
 
Ad van Goor symposium 30-9-2011 vhillegersberg
Ad van Goor symposium 30-9-2011 vhillegersbergAd van Goor symposium 30-9-2011 vhillegersberg
Ad van Goor symposium 30-9-2011 vhillegersberg
 
Tx session transport 2035 future roadmap
Tx session transport 2035 future roadmapTx session transport 2035 future roadmap
Tx session transport 2035 future roadmap
 
Dinalog Breakfast Supply Chain Seminar 14-4-2011 Logistics Cross Chain Coordi...
Dinalog Breakfast Supply Chain Seminar 14-4-2011 Logistics Cross Chain Coordi...Dinalog Breakfast Supply Chain Seminar 14-4-2011 Logistics Cross Chain Coordi...
Dinalog Breakfast Supply Chain Seminar 14-4-2011 Logistics Cross Chain Coordi...
 
Ims surf conference cloud and open standards 16 2-2011
Ims surf conference cloud and open standards 16 2-2011Ims surf conference cloud and open standards 16 2-2011
Ims surf conference cloud and open standards 16 2-2011
 

Kürzlich hochgeladen

🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
Call Girls In Delhi Whatsup 9873940964 Enjoy Unlimited Pleasure
 

Kürzlich hochgeladen (20)

(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
 
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
 
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
 
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
 
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
 
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
 
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
 
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
 
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...
 
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
 
Coimbatore Call Girls in Coimbatore 7427069034 genuine Escort Service Girl 10...
Coimbatore Call Girls in Coimbatore 7427069034 genuine Escort Service Girl 10...Coimbatore Call Girls in Coimbatore 7427069034 genuine Escort Service Girl 10...
Coimbatore Call Girls in Coimbatore 7427069034 genuine Escort Service Girl 10...
 
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
Independent Call Girls In Jaipur { 8445551418 } ✔ ANIKA MEHTA ✔ Get High Prof...
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 

Simulation As a Method To Support Complex Organizational Transformations in Healthcare

  • 1. Simulation As a Method To Support Complex Organizational Transformations in Healthcare Diederik Rothengatter, Christiaan Katsma Jos van Hillegersberg Department of Information Systems and Change Management
  • 2.
  • 3. The case of Gelre Hospital: 2008-2010 08-02-11 Amcis 2010, Peru 210,000 patient treatments yearly 250 beds 18 outpatient clinics
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9. Our Approach: How to Support Complex Organizational Transformations in Healthcare? 08-02-11 Amcis 2010, Peru Move from initially educational validity to representational validity
  • 10.
  • 11. Historical Data Planning Executie Simulatie 2D Visual 3D Visual Performance KPI’s Building Layout Treatment Planning HR Planning Alternative Planning Scenarios Quiet, Average Stress scenario Alternative layouts
  • 12.
  • 13. Examples of Simulation Results 08-02-11 Amcis 2010, Peru Patient arrive 15 minute early on average Variance 9, max. 94 minutes
  • 14. Examples of Simulation Results 08-02-11 Amcis 2010, Peru
  • 15. Examples of Simulation Results 08-02-11 Amcis 2010, Peru
  • 16. Examples of Simulation Results: Heat Map 08-02-11 Amcis 2010, Peru
  • 17.
  • 18. Questions? Diederik Rothengatter, Christiaan Katsma Jos van Hillegersberg [email_address] Department of Information Systems and Change Management