Causality and Transition Models

Abstract We use the concept of causal dynamic systems to define causal transition models and demonstrate how they meet the requirements for a reductive theory of causality. Highlights include a graphical analysis of common causal counterexamples including resolving current cases of isomorphic causal models. We also address their relationship to major schools of causality – Counterfactual Theory, Manipulationist/Interventionist Theory, and Mechanism accounts of causality.

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Publication Details

Journal
SATS
Published
2026-08-17
DOI
https://doi.org/10.1515/sats-2025-0012
Primary Topic
Philosophy and History of Science
Type
article
Field-Weighted Citation Impact
0.00
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article

Causality and Transition Models

Daniel P. Johnson
SATS
Philosophy and History of Science
article

Causality and Transition Models

Daniel P. Johnson
article en

Abstract

Abstract We use the concept of causal dynamic systems to define causal transition models and demonstrate how they meet the requirements for a reductive theory of causality. Highlights include a graphical analysis of common causal counterexamples including resolving current cases of isomorphic causal models. We also address their relationship to major schools of causality – Counterfactual Theory, Manipulationist/Interventionist Theory, and Mechanism accounts of causality.

SATS
Ridley College (AU)
Gender equality
Openalex Percentile: Top 2%
Philosophy and History of Science
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Causality and Transition Models — Daniel P. Johnson · SATS (2026) | TGRS Research Map | TGRS