Commentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling

Environ Model Softw. 2024 Feb:173:105959. doi: 10.1016/j.envsoft.2024.105959. Epub 2024 Jan 19.

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.

Keywords: Agent-based modelling; Complex systems; Critical realism; Macro-micro-macro frameworks; Model discovery.