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
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
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 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
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 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
This model is under construction, not at all ready, don't use it for any purposes (my suggestion ☺) yet.
Adazhi under construction2
Summary of Buchanan 2008 AJPH article
Autonomy Paternalism and Justice: Ethics in Public Health
From JAMIA 2011 (10) 738- 748. Relevant to DLL 616 and PKC 1004
Clone of Clinical Process Workflow
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
Clone of IM-806 modified to integrate AnyLogic Real world, Model World with Van de Ven Engaged Scholarship and Land Use Modelling approaches. See also Complex Decision Technologies IM
Real World and Model World
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 Navid G's HSR 2013 paper Fig 1
Practice Variation, Bias and Experiential Learning
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
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
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
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
This model is under construction, not at all ready, don't use it for any purposes (my suggestion ☺) yet.
Clone of adazhi under construction
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
Clone of Managing Mess
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)
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)
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
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