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
Grimm's ODD and Nate Osgood's ABM Modeling Process and Courses See also Pattern Oriented Modelling IM-3834
Clone of The Modelling Process
Aim: To gain insight into what map and model representations in applied systems methods in IM-1267 can assist identifying and explaining the improvement strategies (leverage points) described by Donella Meadows Leverage Points Systemswiki . The context is social learning for collective action to improve real world events. Information Sources are adapted from IM-920
Clone of Systems Methods for Interventions
A combination of qualitative and quantitative methods for implementing a systems approach, including virtual intervention experiments using computer simulation models. See also
Complex Decision Technologies IMInterventions and leverage points added in IM-1400 (complex!)
Clone of Systems Methods
IM-1175 with computable arguments, based on ideas from Micropublications paper about Claims, Evidence, Representations and Context Networks
Clone of Toulmin's Argument Model and Micropublications
Barry Richmond's 7 thinking skills in Systems Thinking.
See
article from systems thinkerAlso expressed as a mind map of
Systems Thinking Skills IM Compare with Systems Science and Critical Systems Thinking Insights
Clone of Systems Thinking Method
THE NEW SCIENCE OF PLEASURE Daniel L. McFadden NBER Working Paper 18687
Clone of From Extended Neoclassical to Behavioral Choice Models
From SDR Jan 2012 article and 1988 killian award lectures Youtube
Mental Models of Dynamic Systems
Summary of Thorstein Veblen's 1916 Book The Higher Learning in America pdf
Clone of Higher Learning
WIP ideas for group model building representation
Clone of Saskatoon Context for Group Model Building
Grimm's ODD and Nate Osgood's ABM Modeling Process and Courses See also Pattern Oriented Modelling IM-3834
Clone of The Modelling Process
Visuals of computational methods for dynamic modelling See Systems Science for Health insight launchpad including links to Nate Osgood and KurtK workshop material
Dynamic Model Frameworks for Health
Adapted from Pawson and Tilley (1997) and Ratze et al. (2007) by Rosie Sadsad for a forthcoming book chapter. Contextual factors, mechanisms and outcomes are conceptualised as holons. Their state may change over time (t) and across levels of organisation (l). Holons are components and form part of a compound holon. Holons are connected by weak or strong links.
See also
Realist Evaluation IM-1713 and
Holon wikipedia and Multiscale modelling process
IM-10070
Multilevel holons context mechanisms and outcomes
Decision making accuracy depends on ecological validity of indicator uses and subjective use of cues (fallible tangible indicators) Extended to clinical risk and action in IM-62657 See medical decision making 2016 article abstract
Clone of Clone of Brunswik Lens Model
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
WIP AnyLogic Hybrid Model methods and examples taken from Nate Osgood's Bootcamps around 2017
Clone of Hybrid Health Modeling Strand
Circular equations WIP for Runy.
Added several versions of the model. Added a flow to make C increase. Added a factor to be able to change the value 0.5.
Circularity in Economic models 1
Systems Approach to the Four Hour Rule Project
Systems Modeling Method applied to 4 hr Rule project
Summary of Ray Pawson's Book The Science of Evaluation: A Realist Manifesto See also lse review
Clone of The Science of Evaluation
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
Clone of Complex Intervention Modeling Areas
Summary of UNEP ecosystems services CBA 2011 article by Wegner and Pascual
Clone of Value and cost benefit analysis
Grimm's ODD and Nate Osgood's ABM Modeling Process and Courses
Clone of The Modelling Process
WIP based on Austin 2021 Article Converting mostly linear representation into multiscale nested causal loops
Translational Science
A launchpad overview of computational simulation methods based on Kurt Kreuger's systems science workshops
Quantitative Systems Science Methods
