ArXiv TLDR

Hall-Like Transversal Stress and Sandpile Criticality on Real Production Networks

🐦 Tweet
2605.01561

Diego Vallarino

econ.EMcs.LGphysics.soc-ph

TLDR

This paper introduces a Hall-Sandpile model to analyze economic instability on real production networks, revealing how transversal stress activates structural fragility.

Key contributions

  • Develops a Hall-Sandpile model combining transversal stress and sandpile dynamics for economic instability.
  • Calibrated on real production networks from the World Input-Output Database (WIOD) for 2000-2014.
  • Identifies four distinct regimes: stable absorption, latent fragility, critical transition, and avalanche.
  • Demonstrates that avalanche size and systemic event probabilities rise with field intensity and redundancy stress.

Why it matters

This paper provides a novel framework to understand how economic shocks propagate through real production networks. It reveals specific regimes of instability and highlights the role of transversal stress in activating structural fragility, offering a more realistic description of economic system dynamics.

Original Abstract

This paper develops a Hall-Sandpile model of economic instability that combines a Hall-like transversal stress mechanism with sandpile threshold dynamics on a real production-network substrate. In analogy with the physical Hall effect, where exposed flows under an external field generate stress in a transversal direction, we model economic shocks as fields that act on flow-intensive, low-redundancy, low-capacity nodes and produce systemic stress through a multiplicative conversion function. The accumulated stress drives a discrete toppling rule and an avalanche dynamics whose effective activation threshold declines with transversal exposure. The model is calibrated on annual World Input--Output Database (WIOD) production networks for 2000--2014 and simulated on the 2014 substrate (2{,}283 country--sector nodes) under three alternative propagation normalisations to avoid mechanical near-criticality from row-stochastic operators. Controlled Monte Carlo experiments over external field intensity and redundancy stress generate four ordered regimes: stable absorption, latent fragility, critical transition, and avalanche regime. Mean avalanche size and the probabilities of finite-size systemic events $\Pr(S\!\geq\!5)$, $\Pr(S\!\geq\!10)$ and $\Pr(S\!\geq\!20)$ rise jointly with field intensity and redundancy stress. Tail diagnostics show regime-dependent thickening of the avalanche distribution, but the estimated tail indices remain too high to interpret as evidence of universal power-law criticality. The contribution is therefore a finite-size, real-network description of how transversal stress activates structural fragility, not a claim of self-organised criticality in the global economy.

📬 Weekly AI Paper Digest

Get the top 10 AI/ML arXiv papers from the week — summarized, scored, and delivered to your inbox every Monday.