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When Sectoral Recovery Fails to Aggregate

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  • Klemp, Marc

Abstract

Does monotone sectoral recovery survive aggregation? With fixed nonnegative weights, it does. This paper studies the same preservation question when aggregation weights are endogenous Domar weights generated by a production network with gradual pass-through of intermediate-input cost changes. The aggregate derivative decomposes into a recovery push and a network drag, and the resulting reversal index gives an exact condition: aggregate displacement deepens if and only if the drag exceeds the push. This characterisation yields a sharp preservation boundary. Among nonnegative input-output matrices with spectral radius below one, the only matrix that preserves recovery for every admissible sectoral path is the no-network matrix $\Omega=0$. The drag passes through the network one more time than direct sectoral recovery, so it scales at a higher order in network connectivity. Two channels contribute in levels: growth of total Leontief-weighted cost exposure as pass-through rises, and reweighting toward sectors further behind in recovery. In an illustration using the 55-sector US input-output matrix and cross-sector robot density data, the drag peaks at nearly eight times the direct recovery effect under benchmark assumptions.

Suggested Citation

  • Klemp, Marc, 2026. "When Sectoral Recovery Fails to Aggregate," CEPR Discussion Papers 21172, Centre for Economic Policy Research.
  • Handle: RePEc:cpr:ceprdp:21172
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    JEL classification:

    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
    • D57 - Microeconomics - - General Equilibrium and Disequilibrium - - - Input-Output Tables and Analysis
    • E25 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Aggregate Factor Income Distribution
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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