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Adaptive Economic Governance Under Nonstationarity: A State-Contingent Alternative to Fixed Ideological Policy

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  • Badreddine, Sadek

Abstract

Economic government is often debated through persistent ideological labels even though the conditions that policy must address—demography, production, prices, migration, conflict, trade, housing, public finance, education, crime, and the distribution of income and wealth—change continually. This paper develops the Adaptive Economic Governance System (AEGS), a constitutional and computational proposal that separates stable rights from revisable objectives and state-contingent policy. Under AEGS, fundamental rights operate as hard constraints. Elected, field-qualified representatives establish transparent social objectives. Auditable statistical models retrieve historical analogues, estimate policy outcomes and uncertainty, and generate recommendations. A language model may synthesize verified evidence and construct candidate explanations but cannot act as an outcome oracle. An elected expert congress approves, rejects, or remands recommendations, while the system abstains when present conditions fall outside the support of its evidence. A synthetic proof of concept compares an adaptive historical-analogue rule with four fixed policy bundles over 400 paired, 180-period simulations. The adaptive rule reduces cumulative modeled social loss by 6.9 percent relative to the strongest fixed baseline. It nevertheless performs worse than that baseline in several familiar regimes; its aggregate advantage is concentrated in a compound shock excluded from training, where loss is 18.5 percent lower. Review delays and removal of the abstention safeguard reduce the advantage. These results demonstrate a mechanism under stated assumptions, not real-world causal effectiveness. The paper concludes that adaptive economic governance is a testable institutional research program, but one that must address democratic legitimacy, credentialism, model error, privacy, institutional capture, and constitutional feasibility before deployment.

Suggested Citation

  • Badreddine, Sadek, 2026. "Adaptive Economic Governance Under Nonstationarity: A State-Contingent Alternative to Fixed Ideological Policy," MPRA Paper 130393, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:130393
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    References listed on IDEAS

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    1. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    2. John J. Horton & Apostolos Filippas & Benjamin S. Manning, 2023. "Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?," NBER Working Papers 31122, National Bureau of Economic Research, Inc.
    3. Alan J. Auerbach & Daniel R. Feenberg, 2000. "The Significance of Federal Taxes as Automatic Stabilizers," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 37-56, Summer.
    4. Anton Korinek, 2023. "Generative AI for Economic Research: Use Cases and Implications for Economists," Journal of Economic Literature, American Economic Association, vol. 61(4), pages 1281-1317, December.
    5. Walker, Warren E. & Rahman, S. Adnan & Cave, Jonathan, 2001. "Adaptive policies, policy analysis, and policy-making," European Journal of Operational Research, Elsevier, vol. 128(2), pages 282-289, January.
    6. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    7. Claudio Ferraz & Frederico Finan, 2011. "Electoral Accountability and Corruption: Evidence from the Audits of Local Governments," American Economic Review, American Economic Association, vol. 101(4), pages 1274-1311, June.
    8. Kydland, Finn E & Prescott, Edward C, 1977. "Rules Rather Than Discretion: The Inconsistency of Optimal Plans," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 473-491, June.
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    Keywords

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    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling
    • D78 - Microeconomics - - Analysis of Collective Decision-Making - - - Positive Analysis of Policy Formulation and Implementation
    • E61 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Policy Objectives; Policy Designs and Consistency; Policy Coordination
    • H11 - Public Economics - - Structure and Scope of Government - - - Structure and Scope of Government
    • P16 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Capitalist Institutions; Welfare State
    • P51 - Political Economy and Comparative Economic Systems - - Comparative Economic Systems - - - Comparative Analysis of Economic Systems

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