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 Platform

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

From Hieronymi's 2013 Systems Research Paper Understanding Systems Science. Systems Science as one of the clusters of interacting methods for improving health services network design and delivery using complex decision technologies IM-17952

Systems Science Methods Engineering Systems Complexity

​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 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

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

Health Care Learning Policy Complexity

Improvement Science as one of the clusters of interacting methods for improving health services network design and delivery using complex decision technologies IM-17952

Health Care Methods Realist Deming Design Services Engineering Systems Complexity

Summary of John Holland's 2012 Book, Signals and Boundaries. Integrator of Classifier, Chemical and Network Adaptive Control and Dynamic Boundaries

Complexity Systems Biology CAS Multiscale Systems Science

The basic differences between Complex and Complicated systems based generally on Csikeszenmihalyi's "The Evolving Self" as discussed in Knowledge Management: Emerging Perspectives http://www.systemswiki.org/index.php?title=Knowledge_Management:_Emerging_Perspective

Complexity Complicatedness NCP

From IM-3533 Grimm's ODD and Nate Osgood's ABM Modeling Process and Courses based on Volker Grimm and Steven F. Railsback's 2012 paper and Muller et al 2013 paper Describing Human Decisions in Agent-based Models – ODD + D, An Extension of the ODD Protocol', Environmental Modelling and Software, 48: 37-48.

Methods Process Multiscale ABM Hybrid Computation Concept Understanding Complexity

Grimm's ODD and Nate Osgood's ABM Modeling Process and Courses See also Pattern Oriented Modelling IM-3834

Shaping Our Healthier Futures Health Care Education Methods Computation Concept Understanding Complexity

From Roy Bhaskar et al Book Interdisciplinarity and climate change: transforming knowledge and practice for our global future 

Methods Realist Multiscale Complexity Causation

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

Health Care Complexity

From Padgett and Powell The Emergence of Organizations and Markets

Complexity Regional Networks Emergence

The difference between complexity and complicatedness.

Complexity Complicatedness NCP

Development of the success motor

Complexity BSC Key Figures CIP System Thinking Englisch

See systemswiki page

Health Care Methods Hybrid Multiscale Complexity

Complex Systems Science and Engineering Methods applied to Health Care Delivery from NAP Reports on Building a Better Delivery System: A New Engineering/Health Care Partnership and Engineering a Learning Health Care System 

See also IM Complex Decision Technologies

Health Care EHealth Complexity Systems Science

WIP Summary of recent IEEE Computer graphics article (abstract) which could be applied to almost any chronic persistent health or social problem

Methods Theory Foundations Complexity Causation Simulation Visualization Realist Systems Science Computation Inference Understanding

WIP R. Willamo et al. / Ecological Modelling 370 (2018) 1–13 article Learning how to understand complexity and deal with sustainability challenges – A framework for a comprehensive approach and its application in university education

Methods Complexity Course Systems Science Inference Thinking Sustainability Holon Synthesis Qualitative Explanation

Diagrams from Greene 2017 nejm article Putting the patient back together Social Medicine, Network Medicine, and the Limits of Reductionism

Health Care Methods The Body And Self Biomedical Holism Reductionism Multiscale Complexity Brain Mental

WIP based on Nate Osgood's Motivation for Dynamic Simulation Models in System Science Lecture see Youtube video at 20:34

Health Care Methods Complexity Intervention Motivation Systems Science Inference Causation

WIP integration of dynamic and complexity insights using rubik's cube metaphor from IM-78725 folders, Dynamics in action IM-3239  System dynamics IM-1248 and others

Systems Science Dynamic Complexity Multiscale CMO Epidemiology Causation Methods Explanation Realist Synthesis

Adapted from ​Fig 5.1 p102 From Thompson's Mind in Life Book

Biology Complexity