Insight diagram

 Learning THread for hybrid models including Grimm's ODD and Nate Osgood's ABM Modeling Process and Courses

Dynamic Models Learning Content
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How many hospital beds will we need over the next 20 years? WIP based on HDWA work esp Compile14. A top down approach from the state level.
Hospital Network Capacity Planning
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
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Sydney Public Hospital 2012 (RCW)
Frequent Flyers Study
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Hannon and Ruth Modeling Dynamic Biological Systems p67

Catalyzed Reaction (Michaelis Menten)
Insight diagram

Addition of glucagon hormone action to control glucose homeostasis extended from IM-586

Glucose regulation CLD 2
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WIP ​Based on TAble 1 Jackson 2014 article
Applying COM-B to medication adherence
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
Insight diagram

Kidney replacement therapy dynamics extended to dialysis management

Kidney Dialysis and Transplant CLD Extended
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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
Insight diagram

A work in progress model for ED hourly arrival flows based on reported statistics by triage category with individual triage categories dis-aggregated using vectors. Based on a hospital performance report from  http://www.bhi.nsw.gov.au/publications/hospital_quarterly_3 

Split of IM-2166

ED flows by triage categories with hourly arrival
Insight diagram

From Jennifer Prah Ruger (2010) Health Capability Conceptualization and Operationalization Am J Public Health 100 p41-49 available from SSRN  Extended slightly in IM-791 so use of this is deprecated.

Health Capability Map
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Michael Marmot's Eur J Epidemiol Essay 2017 See also IM-62760  Social determinants of health from Michael Marmot's  ABC 2016 Boyer Lectures on Social Justice and the Health Gap
Social Justice, Epidemiology and Health Inequalities
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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

Health Insurance and Service Dynamics
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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
Insight diagram

Detail from Incorporating organizational factors into Probabilistic Risk Assessment(PRA) of complex socio-technical systems: A hybrid technique formalization article. See full overview at  insight 

Performance shaping factors
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Showing how multiple effect loops for private patients in public hospitals can be represented as a causal loop diagram (CLD)
Causal loop diagram for loops of public private hospital funding
Insight diagram

Hannon and Ruth Modeling Dynamic Biological Systems p67 adapted to Bond Graph Kinetic Modeling Metabolic Map Layout of insight IM-855 See also IM-2235 for unfolding version

Catalyzed Reaction (Michaelis Menten) 2
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A simple generic rich picture view of interactions among concerned people with needs services and resources and abilities (including learning), which can be used as a pattern for many individual health care insights.
Health & Health Care
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Overview of Beyond Pleasure and Pain: How Motivation Works Book by E Tory Higgins OUP (2011). See also the value experience IM-2804 and Regret IM-15680


Effectiveness and Value
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Medical Sustainability_p3
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WIP Mostly a combination of Barone 1998 Advanced Personality book and Charles Hampden-Turner 1982 book Maps of the Mind
Personality Theories
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version of Suicide 4 insight  focussed on PTSD in Veterans
Suicide Dynamics 5
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Major stocks and flows of Erythropoiesis and Erythropoiesis Stimulating Agents (ESA) Dosing in Anemia due to Renal Failure from Jim Rogers. See Simulation Insight


ESA Dosing in Renal Anemia