Double loop version of IM-8908 Based on 1990 SDR Article. Control systems act to make their own input match internal standards or reference signals. Competent control systems create illusions of stimulus response causality. Stimulus-response theory can approximate the relationship between disturbance and action, but it can't predict the consequences of behavior. These consequences are maintained despite disturbances. See also Double loop learning and Nurse Thinking Insights. See also IM-9273 for DLL LAIR model

Psychology PCT Control Behavior Causation Learning

Based on 1990 SDR Article. Control systems act to make their own input match internal standards or reference signals. Competent control systems create illusions of stimulus response causality. Stimulus-response theory can approximate the relationship between disturbance and action, but it can't predict the consequences of behavior. These consequences are maintained despite disturbances. See IM-9007 for a double loop version

Psychology PCT Control Behavior Causation

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

​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

Three Agent Model of IM-13669. Unconscious affective dynamics Josh Epstein's Agent Zero Book webpage See spatial patches version IM-15119 

Agent Zero Psychology Causation ABM

Three Agent Model of IM-14058 with Spatial awareness. Unconscious affective dynamics Josh Epstein's Agent Zero Book webpage  Part II p.89 with spatial ABM. See next version at IM-15690

Agent Zero Psychology Causation ABM Hybrid

Completion of IM-15119 (which added patches to IM-14058). Unconscious affective dynamics Josh Epstein's Agent Zero Book webpage  Part II p.89 with 2 agent types, spatial patches and location aware, mobile occupying (blue) agents

Agent Zero Psychology Causation ABM Hybrid

Unconscious affective dynamics From Epstein, Joshua M. (2014-02-23). Agent_Zero: Toward Neurocognitive Foundations for Generative Social Science (Princeton Studies in Complexity) (p. 37). Princeton University Press. Kindle Edition Publisher webpage See also Behaviorism insight IM-7776Next step is a 3 Agent model at IM-14058

Agent Zero Psychology Causation

WIP Addition of Emotion Regulation IM to Clone of IM-9007 Double loop version of IM-8908 Based on 1990 SDR Article.  See also Double loop learning and Nurse Thinking Insights. See also IM-9273 for DLL LAIR model. Also Azjen's Theory of planned behavior which could be framed in COM-B WIP at IM-51900

Psychology PCT Control Behavior Causation Learning Emotion Azjen Theory Suicide COM-B

WIP Causation insights linked to the Behavior insight IM-3345 and through this to PCT and Dynamics in Action. See also Causal Analysis IM and Explaining explanation IM

Methods Causation Control PCT

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

Methods Realist Multiscale Complexity Causation

An overview of Thomas A Goudge's Book on The Thought of CS Peirce Dover NY 1950 and Thomas Knight's Book Charles Peirce NY 1965

Health Care Inference Causation Inquiry Logic Methods Realist

From Marken PCT and Causation blog entry First use of button API

Additional PCT Causation and Behavior insights have been added and tagged

Methods Causation Control PCT Behavior

Agent Zero Psychology Causation ABM

Clone of IM-3993 WIP based on 2016 Land Use Science article on Causal Analysis by Patrick Meyfroidt

Methods Causation Control PCT Inference Complex Environment

WIP based on Mascia2017 Analyzing conservation strategies article and other mostly private insights. A more detailed form of structure agency IM-1163

Health Care Intervention CCP Policy Program Multiscale Causation Politics Prevention Methods Social Determinants SDOH

WIP to explain iterative modelling of linkages over space and time see also causal pathways IM

Health Care Prevention Association Realist CMO Methods Correlation Causation Mechanism

Hoffman and Klein IEEE Intelligent systems 2017-18 series of articles on decision making and computing, including macrocognition1 theoretical foundations abstract2 empirical foundations abstract3 causal landscapes abstract4 deep nets abstract See also 2018 Gary Klein podcast and IM-171552

Concept Methods Decision Making Inference Peirce Causation Cognition Realist Causal Reasoning Data Science

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

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

From blog entry understandingsociety

Meaning and Causation. Expanded from IM-1163

Health Care Social Networks Causation Sociology Social Methods Culture

WIP Understanding pathways to observed effects complex causation Pathways Moving to Opportunity NYC example from Nate Osgood's big data lecture youtube video Feb 2017 Sydney.

Health Care Prevention Intervention Association Realist CMO Methods Correlation Causation Mechanism Epidemiology

WIP Simplest Innovation diffusion model from Sterman Business Dynamics Ch9, with Correlation coefficients added, from Taylor TRB et al. (2010)  Improving model understanding using statistical screening WSC paper See also System Dynamics Review 26 (1) p 73-87 and earlier 2005 SDR paper with CCtemplateExcel

Health Care Technology Diffusion Correlation Causation