WIP Based on Sheldrick Implementation science 2016
article A system dynamics model of clinical decision thresholds for
the detection of developmental-behavioral disorders. Vensim model modified to show patterns
Clinical Decision Threshold Dynamics
Examples of macroanalysis relevant to representing causal mechanisms linking genes to diseases from darden2018 MecCog article and 2017 Product to Process article
Mechanistic Reasoning from Genotype to Phenotype
WIP Reviewing past work on a dynamic computational version of clinical reasoning and judgment
Dynamic Clinical Decision Making
WIP Summary of recent IEEE Computer graphics article (abstract) which could be applied to almost any chronic persistent health or social problem
Clone of Building useful theory on solid foundations
Modified from Sterman (2006) article and Gene Bellinger's Assumptions IM-351 by Dr Rosemarie Sadsad UNSW See also Complex Decision Technologies IM and IM-63975
Virtual Experiments
Gavan Lintern's Decision Ladder of Cognitive states and processes associated with the Ladder of Inference IM-351
Clone of Decision Ladder
WIP based on Nate Osgood's Motivation for Dynamic Simulation Models in System Science Lecture see Youtube video at 20:34
Explaining and Intervening in Complex Systems
Inference Robustness Assessment entails demonstrating that the ways a model differs from the real world do not affect model based inferences. From Jim Koopman's work on Infection Transmission Science esp Biological Networks Book Ch 13 p 453-4 and this accessible paper pdf
Inference Robustness Assessment
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.
Clone of Ladder of Inference and Cyclical Scientific Process
GHH: Generalism, Holism Holarchism WIP R. Willamo et al. / Ecological Modelling 370 (2018) 1–13 article (paywalled) and open access version Learning how to understand complexity and deal with sustainability challenges – A framework for a comprehensive approach and its application in university education
Comprehensive thinking GHH framework
Gavan Lintern's Decision Ladder of Cognitive states and processes associated with the Ladder of Inference IM-351
Clone of Decision Ladder
WIP Summary of Runge2019 nature communications article based on time series in the earth sciences
Causal Inference Methods
Summary of 2017 IEEE Computer graphics article (abstract) which could be applied to almost any chronic persistent health or social problem
Building useful theory on solid foundations
Integrating other Double Loop Learning and Clinical Reasoning Concepts with Klein's Macrocognition and Lintern's Decision Ladder.
May need to add capability
Learning Clinical Reasoning and MacroCognition
Peircean process approach to Causation from Menno Hulswit's article. See also Peirce thought insight
Peircean Causation and Causality
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 IM-171552
Clone of Explaining Explanation
WIP Summary of Klein and Kahneman's American Psychologist 2009 article
Intuitive Expertise
WIp summary of David Lester's 2024 Suicide Studies article including Mishara's 1996 Dynamic Developmental Model of Suicide simulation
Toward a new theory of Suicide
Summary on Charles Sanders Peirce's ideas and influences on Pragmatism based on Ch 1 to 6 of Cornelis de Waal's 2021 book Introducing Pragmatism
Introducing Pragmatism CS Peirce
