How does a localized supply disruption propagate through a production network to become an aggregate output loss, and what determines whether the shock is absorbed locally or amplified into a systemic bottleneck?
Agent-based models · Sources
Primary papers, model variants, source notes, and review signals behind the Supply-Chain / Network ABM page.
Reference material used for orientation; read primary and academic sources first when claims conflict.
[S1] Reference
Battiston et al. (2007) -- credit-network cascade dynamics establishing the analytical template for network-transmitted failures
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[S2] Reference
Hallegatte (2008) -- first supply-chain disruption ABM for natural disaster assessment with firm-level rationing
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[S3] Reference
Henriet et al. (2012) -- production-network ABM with heterogeneous firms, inventory rules, and substitution
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[S4] Reference
Inoue and Todo (2019) -- million-firm Japanese supply-chain ABM calibrated to actual inter-firm transaction data
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[S5] Reference
Pichler et al. (2022) -- COVID supply disruption ABM with sector-specific lockdown shocks and labor constraints
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[S6] Reference
Acemoglu et al. (2012) -- theoretical foundation: network origins of aggregate fluctuations from idiosyncratic shocks
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