Causal vs. Effectual Reasoning - the general relationship
The influence of uncertainty avoidance on effectual reasoning
... The Netherlands The theory of effectuation is concerned with two decision making processes, being causation and effectuation. Culture is seen to have an influence on the preference of a causal or effectual ...
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Causal reasoning
... on causal models. The key issue was that a subject may possess a causal model and yet fall short of possessing causal concepts, if the only way in which the causal model is put to use by the ...
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Causal Reasoning in Physics
... most general spatially local, linear, and causal relation that can be written between D and E in a uniform isotropic medium” and “its validity transcends any specific model of (w),” ...less general ...
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Digital Health Platform Complementor Strategies and Effectual Reasoning
... fectual reasoning lens provided insight into elaborating the complementor’s strategies in the context of emerging digital health ...that effectual reasoning gives framework for strategic planning, ...
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Causal Reasoning: Philosophy and Experiment
... and causal reasoning play in ...of causal inference and learning, typically with substantial use of such formal apparatuses as Bayes nets ...learn causal relationships, reason and judge ...
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Causal Reasoning with Ancestral Graphs
... a causal Bayesian network, the DAG G is interpreted causally, as a representation of the causal structure over ...direct causal influence on Y relative to ...the causal DAG G is known as the ...
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A software system for causal reasoning in causal Bayesian networks
... identify causal effects from nonexperimental data in a causal Bayesian Network, will be ...of causal-effect relationships from a causal Bayesian Network and gives the total causal ...
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Representation and reasoning: a causal model approach
... 8 General Discussion Summary of findings The leading goal of the present research was to investigate how lay causal models of an environmental problem are related to reasoning about the ...person’s ...
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Learning Causal Structure from Reasoning
... construct causal structures by linking together configurations of ...new causal relationships by chaining together two (Experiment 1) or three (Experiment 2) causal ...overall causal ...
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Entrepreneurs’ social identity and the preference of causal and effectual behaviours in start-up processes
... the relationship between entrepreneurial role identities and ...their relationship with effectual and causal behaviour, such as family-business identity (Shepherd and Haynie 2009) and heroic ...
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CiteSeerX — Structure Induction in Diagnostic Causal Reasoning
... the causal level; it lacks the representational power to take into ac- count alternative causal structures that may underlie the ...generating causal models is important because the distal goal of ...
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Sequences of Mechanisms for Causal Reasoning in Artificial Intelligence
... In general, the distinction between explanations, predictions, and counterfactuals is somewhat arbitrary and can be com- bined in various ways and will be discussed ...in causal reasoning is ...
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Review of Mathias Frisch's Causal Reasoning in Physics
... about causal direction in the absence of causal reference ...wider causal environment is available, it’s unclear why either Norton or Price and Weslake would disagree with Frisch that a deflationist ...
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Motivated Reasoning in a Causal Explore-Exploit Task
... of causal inference and has been studied in relation to other causal ...cause-effect relationship based on the initially experienced events (Marsh & Ahn, ...
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Causal reasoning in a prediction task with hidden causes
... reportedly felt very natural. Game sequence. Subjects played a set of three games in sequence, namely two Training games and one Test game. All games followed the general description above and had the same ...
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Scientific reasoning vs multivariable causal inference: which route to take to improve learners' understanding of multivariable causality?
... domain. Because every effect of every variable and the relationship between them would get included in such a concept map, it might improve participant’s UMST and maybe even UMC in general. The MCI ...
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Get it together! Synergistic effects of causal and effectual decision making logics on venture performance
... that causal reasoning is best used for decisions involving predictable outcomes, whereas effectual reasoning is best applied to unpredictable ...
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The Dynamic Application of Effectual and Causal Decision making in Low Uncertainty New Venture Creation
... In general, expert entrepreneurs changed their decision-making logic from effectual to causal or vice versa less often than novices as their ventures ...from causal to effectual ...
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Causation Delays and Causal Neutralization for General Horizons: The Money-Output Relationship Revisited
... The order p is selected by minimizing the AIC, subject to reasonably noisy residuals 10 . In general, we follow the model selection methods of Tiao and Box (1981) and Lütkepohl (1991) 11 . 9 It is interesting to ...
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Effects of self-explanation as causal mechanism elicitation methodology on causal reasoning task performance
... identify causal relations if there is a more than two second delay between cause and ...effort causal relations that involve considerable delays, Buehner and May (2003) found that the impact of a temporal ...
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