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Health Care Models

These models and simulations have been tagged “Health Care”.

Related tagsInfectionEpidemicsPatient FlowClinical CareServicesBiomedical

Insight diagram

Black and white Unfolding Stock and flow map version of IM 1498

Clone of Extreme weather events effects on hospitals
Profile photo Geoff McDonnell
Insight diagram
Revised unfolding story of stock-flow feedback map of suicide prevention intermediate version focussed on regional mental health services ( according to Mark heffernan's ithink /STELLA simulation model Aug 2017  Note private WIP version of this is at IM-77395 (private)
See also Suicide dynamics 4 WIP insight
Suicide Dynamics 3
Profile photo Geoff McDonnell
8 11 months ago
Insight diagram
The model starts in 1900. In the year 2000 you get the chance to set a new emission target and nominal time to reach it. Your aim is to have atmospheric CO2 stabilise at about 400 ppmv in 2100.  From Sterman, John D. (2008)  Risk Communication on Climate:  Mental Models and Mass Balance.  Science 322 (24 October): 532-533. Older version of IM-9283.
Climate Stabilization Task - Older
Profile photo Geoff McDonnell
Insight diagram
WIP Patient Flow improvement strategies for a City Hospital with 3 years historical data and two year planning horizon. Built after a Generic Teaching Hospital Model IM-10346 A simplified stock flow map is at IM-399
Hospital Seasonal ED and Ward Flow Improvement
Profile photo Geoff McDonnell
3
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Unfolding story on social effects of stress and abuse, based on integrating cycles of alienation, emotional regulation in brain development, addiction, and violence/abuse, inspired by Harry Burns IHI London 2015 keynote video on Glasgow alienation due to housing estates. Also Peggy Thoits 2010 Stress and Health article
Stress Emotion and Control
Profile photo Geoff McDonnell
3 12 months ago
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 Learning THread for hybrid models including Grimm's ODD and Nate Osgood's ABM Modeling Process and Courses

Dynamic Models Learning Content
Profile photo Geoff McDonnell
4
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This model shows the Pharmaceutical New Drug Pipeline based on drug release, approval and patent expiry. This pipeline is then linked to patients switching from older drugs to newer drugs based on proven indications and marketing (indication creep). Based on work by Mark Heffernan on the Australian Pharmaceutical Benefits Scheme for drug subsidy.Conference paper and Larger ithink model

Pharmaceutical Pipeline and Medicines Use
Profile photo Geoff McDonnell
Insight diagram
Suicide Prevention stock flow and feedback map with unfolding story, revised with ideation, intent and lethality and multiple attempts (according to Mark Heffernan's ithink  model May 2016) and an initial person as agent centred view added See  Initial version and next version 3
Suicide Dynamics 2
Profile photo Geoff McDonnell
16 11 months ago
Insight diagram
Childhood obesity map for state prevention. Extended at  CCP 5 risk factors IM See also Christine's private version
Clone of Premier's priority - childhood overweight and obesity
Profile photo Geoff McDonnell
5
Insight diagram

Here we have a basic SEIR model and we will investigate what changes would be appropriate for modelling the 2019 Coronavirus.

The initial parametrization is based on the suggested current data. The initial population is set for Catalonia.

SEIRD 01: COVID-19 spread
Profile photo Pau Fonseca
550
Insight diagram

Adapted from Fig.5, from Ana V Diez Roux (2011) Complex Systems Thinking May Help Us Transcend Current Impasses in Health Disparities Research Am J Public Health 2011;101 1627-1634  http://ajph.aphapublications.org/cgi/content/abstract/101/9/1627?etoc

Area and Individual Health Factor interactions
Profile photo Geoff McDonnell
Insight diagram

The effects of subsidies and incentives for private health insurance on the mix of public and private hospital use. The central role of adverse selection/moral hazard on private health insurance sustainability. See also updated version around 2017

Clone of Health Insurance and Service Dynamics
Profile photo Miroslav Jankůj
Insight diagram
Agent-Based Model Covid-19
Profile photo Pearl Angeli Padul
48
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Love affairs and Differential equations. From Michael J Radzicki (1993) Dyadic processes,tempestuous relationships, and system dynamics Syst. Dyn. Rev. 9 (1) :79-94 

Romeo and Juliet
Profile photo Geoff McDonnell
10
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Sources of Policy Resistance. From article Sterman, John D.  Learning from Evidence in a Complex World Am J Public Health 2006 96: 505-514. See also fighting complexity IM-1955

Policy Resistance
Profile photo Geoff McDonnell
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From fighting lions (fight or flight) to fighting feedbacks in complex systems. A single person cutting the Gordian knot to the dynamic complexity of rubik's cube. Think of multiple players with multiple misperceptions of the faces on the cube and conflicting goals about what the desired solution is. Worse still, without an accepted framework we dont even know if it's a cube or another structure. See also policy resistance IM-697

Fighting complexity
Profile photo Geoff McDonnell
Insight diagram

From Margaret Stringfellow's PhD thesis from Nancy Leveson's Engineering a Safer World

Process Control Structure
Profile photo Geoff McDonnell
Insight diagram

The Dynamics of Human Service Delivery General Theory from the Book by Levin, Roberts, Hirsch et al. Ballinger 1975 ISBN 0-88410-132-0 See IM-621 for rich picture version

Human Service Delivery Dynamics
Profile photo Geoff McDonnell
Insight diagram

Based on Ransohoff DF, McNaughton Collins M, Fowler FJ. Why is prostate cancer screening so common when the evidence is so uncertain? A system without negative feedback. Am J Med. 2002;113:663-7. See IM-15991 for a generic Stock Flow Map

Prostate Cancer Screening
Profile photo Geoff McDonnell
Insight diagram
From Greenhalgh et al article 2017 jimr Beyond Adoption: A New Framework for Theorizing and Evaluating Nonadoption, Abandonment, and Challenges to the Scale-Up, Spread, and Sustainability of Health and Care Technologies 
NASSS Technology Adoption Framework
Profile photo Geoff McDonnell
Insight diagram
This simulation is far from complete.
Persebaran Corona
Profile photo Teja Kusuma
Insight diagram
WIP Simplified Patient Flow map of features in a SD simulation model of performance of a City Hospital over 5 years. Built after a Regional 20 year planning model IM-10290 The simulation is a large ithink model built by Mark Heffernan
City Hospital Performance over 5 years
Profile photo Geoff McDonnell
Insight diagram

Simple rich picture causal loop diagram of single and double loop learning (DLL). See Individual Learning IM-616  See also DLL simulation insight

Single and double loop learning simple rich picture
Profile photo Geoff McDonnell
12 months ago
Insight diagram

The dynamics of methadone treatment for intravenous opioid users. The major flows in this study were people cycling between being on methadone and off treatment. This is a minimal model of the insights from the more detailed modelling project described in  Monograph pdf

Methadone Treatment Dynamics
Profile photo Geoff McDonnell
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