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Unveiling natural gas consumption sectoral price elasticities

Author

Listed:
  • Simone Emiliozzi

    (Bank of Italy)

  • Filippo Favero

    (Snam)

Abstract

This paper analyzes how natural gas consumption in Italy responded to supply-driven Title Transfer Facility (TTF) price shocks from 2012 to 2023. Leveraging a granular monthly dataset that captures sectoral and provincial gas consumption, and applying a panel local projections methodology, we find significant rigidity in short-run consumption, constrained by contractual and technological factors. In the medium term, gas consumption declines by 13% two years after a price doubling caused by supply disruptions. Sectoral differences are pronounced: gas-intensive industries, such as chemicals and metallurgy, exhibit lower elasticity due to limited substitutability, while electricity generation and non-gas-intensive sectors show greater responsiveness. The 2021-2022 European energy crisis amplified these effects, further increasing sectoral sensitivity to price changes. These findings highlight the importance of temporary targeted policy measures to mitigate the adverse effects of gas supply disruptions.

Suggested Citation

  • Simone Emiliozzi & Filippo Favero, 2025. "Unveiling natural gas consumption sectoral price elasticities," Questioni di Economia e Finanza (Occasional Papers) 941, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:opques:qef_941_25
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    1. Anne Neumann & Christian von Hirschhausen, 2015. "Natural Gas: An Overview of a Lower-Carbon Transformation Fuel," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 9(1), pages 64-84.
    2. Maravall, Agustin, 2006. "An application of the TRAMO-SEATS automatic procedure; direct versus indirect adjustment," Computational Statistics & Data Analysis, Elsevier, vol. 50(9), pages 2167-2190, May.
    3. Labandeira, Xavier & Labeaga, José M. & López-Otero, Xiral, 2017. "A meta-analysis on the price elasticity of energy demand," Energy Policy, Elsevier, vol. 102(C), pages 549-568.
    4. Huntington, Hillard G. & Barrios, James J. & Arora, Vipin, 2019. "Review of key international demand elasticities for major industrializing economies," Energy Policy, Elsevier, vol. 133(C).
    5. Faiella, Ivan & Lavecchia, Luciano & Michelangeli, Valentina & Mistretta, Alessandro, 2022. "A climate stress test on the financial vulnerability of Italian households and firms," Journal of Policy Modeling, Elsevier, vol. 44(2), pages 396-417.
    6. Miller, Mark & Alberini, Anna, 2016. "Sensitivity of price elasticity of demand to aggregation, unobserved heterogeneity, price trends, and price endogeneity: Evidence from U.S. Data," Energy Policy, Elsevier, vol. 97(C), pages 235-249.
    7. Charles Fries & François Gourio, 2020. "Adaptation and the Cost of Rising Temperature for the U.S. Economy," Working Paper Series WP 2020-08, Federal Reserve Bank of Chicago.
    8. Christopher R. Knittel, 2011. "Automobiles on Steroids: Product Attribute Trade-Offs and Technological Progress in the Automobile Sector," American Economic Review, American Economic Association, vol. 101(7), pages 3368-3399, December.
    9. Galdi, Giulio & Casarin, Roberto & Ferrari, Davide & Fezzi, Carlo & Ravazzolo, Francesco, 2023. "Nowcasting industrial production using linear and non-linear models of electricity demand," Energy Economics, Elsevier, vol. 126(C).
    10. Edward Rubin & Maximilian Auffhammer, 2024. "Quantifying Heterogeneity in the Price Elasticity of Residential Natural Gas," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 11(2), pages 319-357.
    11. Christian Bayer & Alexander Kriwoluzky & Gernot J. Müller & Fabian Seyrich, 2023. "Hicks in HANK: Fiscal Responses to an Energy Shock," Discussion Papers of DIW Berlin 2056, DIW Berlin, German Institute for Economic Research.
    12. Lucas W. Davis & Erich Muehlegger, 2010. "Do Americans consume too little natural gas? An empirical test of marginal cost pricing," RAND Journal of Economics, RAND Corporation, vol. 41(4), pages 791-810, December.
    13. Jonathon Hazell & Juan Herreño & Emi Nakamura & Jón Steinsson, 2022. "The Slope of the Phillips Curve: Evidence from U.S. States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(3), pages 1299-1344.
    14. Auclert, Adrien & Monnery, Hugo & Rognlie, Matthew & Straub, Ludwig, 2023. "Managing an Energy Shock: Fiscal and Monetary Policy," CEPR Discussion Papers 18340, C.E.P.R. Discussion Papers.
    15. João Leal & Robert Lehmann & Bertrand Marc & Timo Wollmershäuser & Przemyslaw Wozniak, 2019. "The Weakness of the German Car Industry and its Sectoral and Global Impacts," EconPol Policy Brief 18, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    16. Levinson, Arik, 2021. "Energy intensity: Deindustrialization, composition, prices, and policies in U.S. states," Resource and Energy Economics, Elsevier, vol. 65(C).
    17. Sabina Marchetti & Alessandro Borin & Francesco Paolo Conteduca & Giuseppe Ilardi & Giorgio Guzzetta & Piero Poletti & Patrizio Pezzotti & Antonino Bella & Paola Stefanelli & Flavia Riccardo & Stefano, 2022. "An Epidemic Model for SARS-CoV-2 with Self-Adaptive Containment Measures," Questioni di Economia e Finanza (Occasional Papers) 681, Bank of Italy, Economic Research and International Relations Area.
    18. Francesco Paolo Conteduca & Alessandro Borin, 2022. "A New Dataset for Local and National COVID-19-Related Restrictions in Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(2), pages 435-470, July.
    19. Alessandro Borin & Francesco Paolo Conteduca & Enrica Di Stefano & Vanessa Gunnella & Michele Mancini & Ludovic Panon, 2022. "Quantitative assessment of the economic impact of the trade disruptions following the Russian invasion of Ukraine," Questioni di Economia e Finanza (Occasional Papers) 700, Bank of Italy, Economic Research and International Relations Area.
    20. Uribe, Jorge M. & Mosquera-López, Stephania & Arenas, Oscar J., 2022. "Assessing the relationship between electricity and natural gas prices in European markets in times of distress," Energy Policy, Elsevier, vol. 166(C).
    21. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    22. Trotta, Gianluca & Hansen, Anders Rhiger & Sommer, Stephan, 2022. "The price elasticity of residential district heating demand: New evidence from a dynamic panel approach," Energy Economics, Elsevier, vol. 112(C).
    23. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    24. Favero, Filippo & Grossi, Luigi, 2023. "Analysis of individual natural gas consumption and price elasticity: Evidence from billing data in Italy," Energy Economics, Elsevier, vol. 118(C).
    25. Fezzi, Carlo & Fanghella, Valeria, 2021. "Tracking GDP in real-time using electricity market data: Insights from the first wave of COVID-19 across Europe," European Economic Review, Elsevier, vol. 139(C).
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    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • L95 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Gas Utilities; Pipelines; Water Utilities
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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