Almond Mushroom, ABM · 2024 · Research Article
Medium relevanceCommentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling.
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Key points
- Antosz and colleagues' review of the role of theory in agent-based modelling (ABM) makes important recommendations for modelling practitioners
- However, macro-micro-macro frameworks are not necessarily as reliant on existing theory as the review suggests
- Adopting a critical realist perspective to ABM design would help to deliver the recommendations, within which macro-micro-macro frameworks can play an important enabling role
Metadata-grounded summary
Citation abstract
Antosz and colleagues' review of the role of theory in agent-based modelling (ABM) makes important recommendations for modelling practitioners. However, macro-micro-macro frameworks are not necessarily as reliant on existing theory as the review suggests. Adopting a critical realist perspective to ABM design would help to deliver the recommendations, within which macro-micro-macro frameworks can play an important enabling role.
Citation
Purshouse RC, Buckley C, Brennan A (2024). Commentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling. Environmental modelling & software: with environment data news https://doi.org/10.1016/j.envsoft.2024.105959 PMID: 38406209
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