Medicines Models

These models and simulations have been tagged “Medicines”.

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 Chalmers J, Ritter A, Heffernan M, McDonnell G. Modelling pharmacotherapy maintenance in Australia. A report prepared for the Australian National Council on Drugs. Sydney: Drug Policy Modelling Program, University of New South Wales; 2009 

Methadone Treatment Dynamics
3 weeks ago
Insight diagram

Addition of Incident Reporting and Prevention Interventions to a simple error chain of medication errors for patients in hospital IM-10113 

Medication error with incident reporting
Insight diagram

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
Insight diagram

Mind map example of a medication management project.

See also IM-692 for CLD

Medication Management Map
Insight diagram
WIP ​Based on TAble 1 Jackson 2014 article
Applying COM-B to medication adherence
Insight diagram
Mental Health Platform Post-Covid June 2021 including revisiting Wiser Health Decisions
Mental Health Platform
4 4 months ago
Insight diagram
Rich picture version of causal loop diagram for medication errors, showing the importance of reporting, analyzing and fixing knowledge and process errors. Medication errors will tend to grow due to the use of more medications in more complex patients. This is exacerbated by the loss of staff knowledge by turnover and goal erosion in places with harmful errors.
Medication error CLD
Insight diagram
Explanation of delays in treatment effect and rebound effects on cessation of anti-depressant SSRI drugs based on Andrews
Anti-depressants and oppositional perturbation
Insight diagram

From p592 Doyle F et al.(2007) Journal of Process Control 17 571-594


abstract
Heparin Kinetics
Insight diagram
Rich picture version of causal loop diagram for medication errors, showing the importance of reporting, analyzing and fixing knowledge and process errors. Medication errors will tend to grow due to the use of more medications in more complex patients. This is exacerbated by the loss of staff knowledge by turnover and goal erosion in places with harmful errors.
Clone of Medication error CLD
Insight diagram

A simple error chain of medication errors for patients in hospital. Serious medication errors in inpatients with drug orders sometimes result in Adverse Drug Events (ADE) and Deaths. See next IM-646

Medication error inpatients 1
Insight diagram

Rich picture version of causal loop diagram for medication errors, showing the importance of reporting, analyzing and fixing knowledge and process errors. Medication errors will tend to grow due to the use of more medications in more complex patients. This is exacerbated by the loss of staff knowledge by turnover and goal erosion in places with harmful errors.

Clone of Medication error CLD
Insight diagram

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
Insight diagram

Causal loop diagram patient centric version of Insight 691, unfolding the complexity of medication management.

Medication Management CLD
Insight diagram
WIP Summary of Levin Roberts and Hirsch 1975 book subtitled A Computer-Aided Search for Heroin Policy using System Dynamics
The Persistent Poppy
3 weeks ago
Insight diagram
From Nancy Leveson Vioxx Recall Study in CH8 Engineering a Safer World and Couturier's MIT ESD Thesis
Prescribing and Drug Recall Pressures
Insight diagram
WIP ​Based on TAble 1 Jackson 2014 article
Clone of Applying COM-B to medication adherence
Insight diagram

Mind map example of a medication management project.

See also IM-692 for CLD

Clone of Medication Management Map
Insight diagram
WIP based on Lecture 4 and 11 of Uri Alon's 2024-5 course on Systems Aging repeated in 2025-6 System biology of aging and longevity 
Systems Aging Longevity genes and evolution
Insight diagram
WIP based on Lecture 10 and 11 of Uri Alon's 2024-5 course on Systems Aging repeated in 2025-6 System biology of aging and longevity 
Systems Aging Senolytic Pills and the Saturable removal model