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New framework enhances credibility of agent-based policy simulations

By PulseAugur Editorial · [1 sources] ·

Researchers have developed a new framework for creating credible agent-based policy simulations, particularly for studying financial inclusion. This framework, aligned with the Capability Approach, uses data and expert knowledge to ensure simulations are empirically grounded. It was applied to a case study in Egypt, where the model distinguished between institutional barriers and agents' motivations by calibrating preference parameters against opportunity parameters. The resulting transparent, group-specific hypotheses can inform policy-making by highlighting gaps between agents' opportunities and realized outcomes. AI

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RANK_REASON Academic paper detailing a new modeling framework and its application. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.MA (Multiagent) →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New framework enhances credibility of agent-based policy simulations

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Academic paper detailing a new modeling framework and its application. [lever_c_demoted from research: ic=1 ai=0.7]
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COVERAGE [1]

  1. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Ahmed Al-Awah ·

    Towards Credible Agent-Based Policy Simulations: Disentangling Opportunities and Preferences in a Financial Inclusion Case Study of Egypt

    Credibility is a central topic for agent-based models intended to support policy-making. Simulations must not only represent the target scenarios and their core dynamics but also demonstrate that their assumptions, parameters, and outputs are empirically grounded and sufficiently…

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