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Supply-Chain / Network ABM Model

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

Supply-Chain / Network ABM sources, papers, and evidence trail

Primary papers, model variants, source notes, and review signals behind the Supply-Chain / Network ABM page.

References

Reference sources

Reference material used for orientation; read primary and academic sources first when claims conflict.

  1. [S1] Reference

    Battiston et al. (2007) -- credit-network cascade dynamics establishing the analytical template for network-transmitted failures

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  2. [S2] Reference

    Hallegatte (2008) -- first supply-chain disruption ABM for natural disaster assessment with firm-level rationing

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  3. [S3] Reference

    Henriet et al. (2012) -- production-network ABM with heterogeneous firms, inventory rules, and substitution

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  4. [S4] Reference

    Inoue and Todo (2019) -- million-firm Japanese supply-chain ABM calibrated to actual inter-firm transaction data

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  5. [S5] Reference

    Pichler et al. (2022) -- COVID supply disruption ABM with sector-specific lockdown shocks and labor constraints

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  6. [S6] Reference

    Acemoglu et al. (2012) -- theoretical foundation: network origins of aggregate fluctuations from idiosyncratic shocks

    Reference

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Concepts, data, and nearby models

Open the concept, data series, policy setting, or neighboring model that anchors this page.

Concepts

Aggregate supplyInternational tradeBusiness cycles

Indicators

Industrial productionbusiness.production.industrialRetail salesbusiness.retail_salesHeadline CPIprices.cpi.headline

Policy

Trade policyIndustrial policy

Nearby models

Firm-bank networkClimate ABMNetwork spillover