Hoffman and Klein IEEE Intelligent systems 2017-18 series of articles on decision making and computing, including macrocognition
1 theoretical foundations abstract
2 empirical foundations abstract
3 causal landscapes abstract
4 deep nets abstract
See also 2018 Gary Klein podcast and the process of explaining insight
Explaining Explanation
THE NEW SCIENCE OF PLEASURE Daniel L. McFadden NBER Working Paper 18687
From Extended Neoclassical to Behavioral Choice Models
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
Clone of Action-Oriented Problem Solving Dynamics
From Schluter et al 2017 article A framework for mapping and comparing behavioural theories in models of social-ecological systems COMSeS2017 video. See also Balke and Gilbert 2014 JASSS article How do agents make decisions? (recommended by Kurt Kreuger U of S)
Clone of Modelling human behaviour (MoHuB)
Simplified Rich picture 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
Thinking like a nurse rich pic after simulation
Five Information Filters and Bounded Rationality affecting Policy Action from Fig 7.12 p210 John Morecroft's Book 2007 Strategic Modelling and Business Dynamics
Clone of Bounded Rationality
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
Clone of Clinical Judgment Structure
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
Clone of Action-Oriented Problem Solving Dynamics
Early Modifications to IM-875 WIP for Continuity of care dynamic model derived from ISO http://bit.ly/p0LJn4 See also IM-4008 for later versions
Clinical Process eHealth 2
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
Clone of Virtual Experiments
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?
Clone of Dynamics in Action
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
Clone of Action-Oriented Problem Solving Dynamics
Rich Picture CLD from Yaman Barlas and Hakan Yasarcan (2008) A Comprehensive Model of Goal Dynamics in Organizations:Setting, Evaluation and Revision in Complex Decision Making Theory and Practice H. Qudrat-Ullah J.M. Spector P.I. Davidsen (Eds.) Springer 2008 available online paper
Goal Dynamics CLD
Five Information Filters and Bounded Rationality affecting Policy Action from Fig 7.12 p210 John Morecroft's Book 2007 Strategic Modelling and Business Dynamics
Bounded Rationality
From Navid G's HSR 2013 paper Fig 1
Practice Variation, Bias and Experiential Learning
Diagrams of theories of control of destiny at multiple scales as fundamental causes of social determinants of health from Whitehead 2016 article in Health and Place
Control over decisions and health inequalities at multiple scales of experience
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
Clone of Action-Oriented Problem Solving Dynamics
Health Care Decisions Launchpad, showing Policy and Clinical Decisions using A Decision Ladder and Problem Knowledge coupling, supported by Digital Learning Infrastructure.
Health Care Decisions
This model is under construction, not at all ready, don't use it for any purposes (my suggestion ☺) yet.
Clone of adazhi under construction
Test Sensitivity and Specificity see ROC wikipedia and Tom Fawcett's 2006 article introduction to ROC Analysis, Can be linked to Brunswik Lens IM-1401
Clone of Test ROC Curves
Overview of Myers Briggs mental preferences based on Jim Rogers MBTI Manual and Gifts Differing Book. Compare with Thinking feeling acting and interacting representation of human behaviour based on BPSD (dementia) work by Victor Vickland, PCT, Sapience and Gary Smith
Clone of Psychological MBTI Types
Rich Picture CLD from Yaman Barlas and Hakan Yasarcan (2008) A Comprehensive Model of Goal Dynamics in Organizations:Setting, Evaluation and Revision in Complex Decision Making Theory and Practice H. Qudrat-Ullah J.M. Spector P.I. Davidsen (Eds.) Springer 2008 available online paper
Clone of Goal Dynamics CLD
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).
Authors: Ashish Taneja, Keming Wang and Daniel Wong
Clone of Outpatient Clinics Patient Flow
Rich picture 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
Clone of Thinking like a nurse rich pic