Clusters of interacting methods for improving health services network design and delivery. Includes Forrester quotes on statistical vs SD methods and the Modeller's dilemma. Simplified version of IM-14982 combined with IM-17598 and IM-9773

Health Care Methods Hybrid ABM Decision Making EHealth Technology Systems Engineering Complexity Forrester Data Science

Decision making accuracy depends on ecological validity of indicator uses and subjective use of cues (fallible tangible indicators) Extended to clinical risk and action in IM-62657 See medical decision making 2016 article abstract

Health Care Methods Decision Making Perception

Based on Nate Osgood's April 2014 Singapore Presentation Youtube video and Lyle Wallis material Gojii at DecisioTech See also Complex Decison Technologies IM as a more polished version

Health Care Methods Behavior Hybrid ABM Decision Making Causation Complexity Systems Engineering Multiscale

This is a high level system dynamics model which is built to determine the dynamic relationships of the FSA and Followups capacity. Therefore, it can help clinicians to find out the optimistic method in order to reduce the waiting list. At past clinicians were seeing more FSA patients, however, after few months, the followups patients overwhelmed the clinics. Therefore waiting list has been built up again. By running this model, clinicians can find out the balanced leverage point(s). New Model has been developed, this is a very draft model.

Hospital Patient Flow Health Care Healthcare Clinical Care Decision Making Simulation

​Book (large pdf) by Alicia Juarrero subtitled intentional behavior as a complex system. Behaviour is action and change in the world, consisting of the external, mental and social world. Human action is intentional, meaningful  and hopefully effective. Behaviours can be:
Reactive: sense and respond
Adaptive: anticipate and learn
Generative: innovate and transform.
Which models help produce effective action?

Cliinical Care Decision Making Behavior Complexity Causation Effective Action

WIP for Continuity of care ISO From Wikipedia Initial Insight Representation from ContSys

Patient statechart split off at IM-4010

Health Care Clinical Care Decision Making EHealth

WIP based on Emery Roe's 2013 book. See also Dynamics in Action IM-3239 for more on behavior and The Art of the State IM-11962 for more on Grid-Group Cultural Theory

Reliability Policy Management Performance Behavior Politics Culture Safety Resilience Multiscale Complexity Decision Making

From Brown and Heathcote's 2008 Paper on the simplest model of Choice ResponseTime , a Tutorial paper and a Workload capacity paper that estimates drift rate v for individuals with single and multiple targets

Health Care Choice Psychology PCT Behavior Decision Making

From Rudolph JW Morrison JB and Carroll JS (2009) The Dynamics of Action-Oriented Problem Solving: Linking Interpretation and Choice. Academy of Management Review 34 (4) p733-756 Available online . This paper won the Forrester Award for 2012 and the presentation talk video is available. The presentation  paper abstract is available in System Dynamics Review 2013 here

Health Care Decision Making Diagnosis Work Clinical Care Action

Fritjof Capra said that from a systems perspective, ethical behavior is always related to community; it is behaviour for the common good. Using this perspective, I would define Meta-Values as those values that promote the well-being of human beings and safeguard the biosphere on which that well-being ultimately depends.  Considering meta-values as an overriding criteria and rejecting an automatic acceptance the narrow options offered by doctrines and ideologies provides a much larger choice on which to base decisions.  Doctrines and ideologies could then serve to provide explanations, views of how the world works, that could be used if found appropriate in a particular situation -  but  viewed from an agnostic stance and not from a quasi religious belief in their truth. As Donella Meadows once said, 'No paradigm is true'. Actions based on aspects of  doctrinal beliefs that are false are very likely to lead to unintended negative consequences.  Can carefully considered decisions based on Meta-Values avoid most of these negative side effects? The CLD shows the dynamic that could be at work if this assumption is true. 

Ethics Decision Making

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

Health Care Decision Making Action Value Motivation Flourishing Behavior

WIP notes on Stress and Abuse, based on integrating cycles of alienation, emotional regulation in brain development, addiction, and violence/abuse, inspired by harry burns keynote video on Glasgow alienation due to housing estates. Peggy Thoits 2010 Stress and Health article added

Health Care Control PCT Addiction Inequality Resilience Prevention Behavior Social Governance Decision Making Ability Emotion Stress Justice

Festinger's theory of cognitive dissonance represented in feedback loops from p256 Fig 4.23 of George Richardson (1991) Book Feedback Thought in Social Science and Systems Theory reviewed here

Health Care Behavior Decision Making PCT Stress

Broad and detailed Linked concept version of Tanner's Clinical Judgment Model, with the addition of clinical reasoning cycle concepts from T Levett-Jones et al Nurse Education Today 30 (2010) 515-520 and Kathie Lasater (2007) Clinical Judgment Development: Using Simulation to Create an Assessment Rubric. Journal of Nursing Education 46(11)p 496-503

Health Care Clinical Care Decision Making Nursing

WIP See also IM-2806 Value and Effectiveness and IM-616 Learning and Stress Emotion and Control IM

Health Care Decision Making Learning Ability Value

Modified from Sterman (2006) and Gene Bellinger's Assumptions IM-351 by Dr Rosemarie Sadsad UNSW See also Complex Decision Technologies IM and IM-63975

Health Care Inference Decision Making Methods Virtual Experiment Realist

THE NEW SCIENCE OF PLEASURE Daniel L. McFadden NBER Working Paper 18687

Health Care Decision Making Choice Methods Regional Services Behavior Value Economics

A model of the ladder of inference which shows how we short circuit reality based on the assumptions and beliefs we develop IM-351. Combined with the cyclical scientific process described by Gary An.

Health Care Inference Decision Making Behavior Methods

Fig 4.1 p 86 of Beyond Pleasure and Pain: How Motivation Works Book by E Tory Higgins OUP (2011).

Illustration of the relations among variables that contribute to the value experience. See also Effectiveness IM-2806

Health Care Value Decision Making Action Needs Services

From Walrave ISDC2014 paper Counteracting the success trap in publically owned corporations

Health Care Decision Making Capability Management Performance Panarchy Culture Economics

Summary of several articles on social marketing

Health Care Intervention Prevention Promotion Behavior Culture Choice Marketing Decision Making Capability

WIP for Continuity of care ISO From Wikipedia Initial Insight Representation from ContSys

IM-4008 with split off patient statechart See IM-2846 for Agent with infectious disease and IM-4031 for additional professional statechart

Health Care Clinical Care Decision Making EHealth

From A Philosophical Basis of Medical Practice Toward a Philosophy and Ethic of the Healing Professions Edmund D Pellegrino David C Thomasma OUP Oxford 1981 Ch6 The Anatomy of Clinical Judgments p119-152 Note judgments have consequences of action, decisions can separate out the knowledge used. See also Thinking Like a Nurse IM-703 and Ladder of Inference Assumptions IM-351 and IM-50413 to show diagnostic detail

Health Care Clinical Care Decision Making Judgment Learning Behavior Primary Care

This model is under construction, not at all ready, don't use it for any purposes (my suggestion ☺) yet.

Demography Education Population Decision Making