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Icarus and Daedalus: Non-Gaussian Micro Shocks and Aggregate Productivity Risk

Author

Listed:
  • Ronit Mukherji

    (Ashoka University)

  • Alejandro Rojas-Bernal

    (University of Hawaii)

Abstract

How does productivity evolve at the microeconomic level, and how does that evolution shape aggregate risk? Using restricted-use plant--product data from India's Annual Survey of Industries (2010-11 to 2022-23), we construct annual physical-output Solow-residual growth accounting for markups, inventories, and heterogeneous input costs. Productivity growth is sharply peaked and fat-tailed, with nonlinear mean reversion that varies with producer size. Larger producers recover more strongly after adverse shocks and retain more of their favorable gains-the Daedalian level effect-yet their shocks extend farther into both tails conditional on entry. Smaller producers exhibit sharper reversals after large favorable shocks-Icarian fallout. We capture these patterns with a three-regime Markov normal mixture conditioned on productivity history and size. Our law of motion yields the distribution of aggregate technology growth. Relative to a size-dependent Gaussian distribution, our regime model has lower aggregate dispersion but substantially thicker standardized tails and raises the probability of an aggregate technology contraction from 0.05% to 0.31%. Removing size dependence while retaining three regimes instead lowers expected growth and raises contraction probability to 2.47%. These separately estimated alternatives show that nonnormality and size dependence have distinct implications for aggregate risk. Granularity is distributional: aggregation weights determine whose shocks matter; productivity dynamics determine the risks they carry.

Suggested Citation

  • Ronit Mukherji & Alejandro Rojas-Bernal, 2026. "Icarus and Daedalus: Non-Gaussian Micro Shocks and Aggregate Productivity Risk," Working Papers 202604, University of Hawaii at Manoa, Department of Economics.
  • Handle: RePEc:hai:wpaper:202604
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    References listed on IDEAS

    as
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    Keywords

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    JEL classification:

    • C46 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Specific Distributions
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D57 - Microeconomics - - General Equilibrium and Disequilibrium - - - Input-Output Tables and Analysis
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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