IDEAS home Printed from https://ideas.repec.org/p/bdi/opques/qef_941_25.html

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
    as

    Download full text from publisher

    File URL: https://www.bancaditalia.it/pubblicazioni/qef/2025-0941/QEF_941_25.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. 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).
    4. 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.
    5. Marco Bernardini & Gert Peersman, 2018. "Private debt overhang and the government spending multiplier: Evidence for the United States," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(4), pages 485-508, June.
    6. 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.
    7. 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.
    8. 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.
    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. Di Bella, Gabriel & Flanagan, Mark & Foda, Karim & Maslova, Svitlana & Pienkowski, Alex & Stuermer, Martin & Toscani, Frederik, 2024. "Natural gas in Europe: The potential impact of disruptions to supply," Energy Economics, Elsevier, vol. 138(C).
    12. Khan, Feroz & Rapposelli, Agnese, 2024. "Determination of sustainable energy mix to ensure energy security in Italy amidst Russian-Ukraine crises," Renewable Energy, Elsevier, vol. 231(C).
    13. De Santis, Roberto A., 2024. "Supply chain disruption and energy supply shocks: impact on euro area output and prices," Working Paper Series 2884, European Central Bank.
    14. 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.
    15. Alberini, Anna & Gans, Will & Velez-Lopez, Daniel, 2011. "Residential consumption of gas and electricity in the U.S.: The role of prices and income," Energy Economics, Elsevier, vol. 33(5), pages 870-881, September.
    16. Auclert, Adrien & Monnery, Hugo & Rognlie, Matthew & Straub, Ludwig, 2023. "Managing an Energy Shock: Fiscal and Monetary Policy," CEPR Discussion Papers 18340, Centre for Economic Policy Research.
    17. 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.
    18. Kilian, Lutz & Zhou, Xiaoqing, 2022. "The impact of rising oil prices on U.S. inflation and inflation expectations in 2020–23," Energy Economics, Elsevier, vol. 113(C).
    19. Levinson, Arik, 2021. "Energy intensity: Deindustrialization, composition, prices, and policies in U.S. states," Resource and Energy Economics, Elsevier, vol. 65(C).
    20. 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.
    21. 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.
    22. 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.
    23. Chan, Jenny & Diz, Sebastian & Kanngiesser, Derrick, 2024. "Energy prices and household heterogeneity: Monetary policy in a Gas-TANK," Journal of Monetary Economics, Elsevier, vol. 147(S).
    24. 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.
    25. 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.
    26. 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).
    27. 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.
    28. Rubaszek, Michał & Szafranek, Karol & Uddin, Gazi Salah, 2021. "The dynamics and elasticities on the U.S. natural gas market. A Bayesian Structural VAR analysis," Energy Economics, Elsevier, vol. 103(C).
    29. 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).
    30. 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.
    31. 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).
    32. 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).
    33. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tiziano Balaconi & Aldo Glielmo & Marco Taboga, 2025. "Natural-gas storage modelling by deep reinforcement learning," Papers 2511.02646, arXiv.org.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Olmez Turan, Merve & Gilbert, Ben & Flamand, Tulay, 2025. "How good are weather shocks for identifying energy elasticities? A LASSO-IV approach to European natural gas demand," Journal of Commodity Markets, Elsevier, vol. 39(C).
    2. Daniele Colombo & Francesco Toni, 2025. "Understanding Gas Price Shocks: Elasticities, Volatility and Macroeconomic Transmission," GREDEG Working Papers 2025-20, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    3. Piazza, Lucia & Pietro Colelli, Francesco & Pasut, Wilmer & De Cian, Enrica, 2025. "How do domestic solar PV users respond to price and temperature shocks? Evidence from Italy between 2021–2022," Energy Economics, Elsevier, vol. 151(C).
    4. Simonovits, András & Kotek, Péter & Horváth, Gábor & Takácsné Tóth, Borbála, 2023. "Az energiaárak támogatása Magyarországon - egy egyszerű modell [Subsidizing energy prices in Hungary - a simple model]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(6), pages 589-612.
    5. Alessandri, Piergiorgio & Gazzani, Andrea, 2025. "Natural gas and the macroeconomy: Not all energy shocks are alike," Journal of Monetary Economics, Elsevier, vol. 151(C).
    6. Daniele Colombo & Francesco Toni, 2025. "Understanding Gas Price Shocks: Elasticities, Volatilities, and Macroeconomic Transmission," LEM Papers Series 2025/20, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    7. Adolfsen, Jakob Feveile & Ferrari Minesso, Massimo & Mork, Jente Esther & Van Robays, Ine, 2024. "Gas price shocks and euro area inflation," Journal of International Money and Finance, Elsevier, vol. 149(C).
    8. Javier Bueno & Desiderio Romero-Jordán & Pablo del Río, 2020. "Analysing the Drivers of Electricity Demand in Spain after the Economic Crisis," Energies, MDPI, vol. 13(20), pages 1-18, October.
    9. Mamkhezri, Jamal, 2025. "Assessing price elasticity in US residential electricity consumption: A comparison of monthly and annual data with recession implications," Energy Policy, Elsevier, vol. 200(C).
    10. Ricciutelli, Francesco, 2024. "Energy Inflation and Consumption Inequality," MPRA Paper 120899, University Library of Munich, Germany.
    11. Alberini, Anna & Khymych, Olha & Ščasný, Milan, 2020. "Responsiveness to energy price changes when salience is high: Residential natural gas demand in Ukraine," Energy Policy, Elsevier, vol. 144(C).
    12. Gustafsson, Johan & Ma, Xiaofei & Maih, Junior & Vesterberg, Mattias, 2025. "Macroeconomic effects of fiscal policy under an energy supply shock," Energy Policy, Elsevier, vol. 203(C).
    13. Huntington, Hillard G., 2024. "US gasoline response to vehicle fuel efficiency: A contribution to the direct rebound effect," Energy Economics, Elsevier, vol. 136(C).
    14. Wang, Banban & Wei, Jie & Tan, Xiujie & Su, Bin, 2021. "The sectorally heterogeneous and time-varying price elasticities of energy demand in China," Energy Economics, Elsevier, vol. 102(C).
    15. Gechert, Sebastian & Mey, Bianka & Prante, Franz & Schäfer, Teresa, 2025. "The Price Elasticity of Heating and Cooling Energy Demand," OSF Preprints 4sjy5_v2, Center for Open Science.
    16. Pellini, Elisabetta, 2021. "Estimating income and price elasticities of residential electricity demand with Autometrics," Energy Economics, Elsevier, vol. 101(C).
    17. Csereklyei, Zsuzsanna, 2020. "Price and income elasticities of residential and industrial electricity demand in the European Union," Energy Policy, Elsevier, vol. 137(C).
    18. Chafwehé, Boris & Colciago, Andrea & Priftis, Romanos, 2025. "Reallocation, productivity, and monetary policy in an energy crisis," European Economic Review, Elsevier, vol. 173(C).
    19. Francesco Pietro Colelli & Enrica De Cian & Wilmer Pasut & Lucia Piazza, 2023. "Toward Net Zero in the midst of the energy and climate crises: the response of residential photovoltaic systems," Working Papers 2023:18, Department of Economics, University of Venice "Ca' Foscari".
    20. 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).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bdi:opques:qef_941_25. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/bdigvit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.