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How sensitive are industrial demand and supply to energy price shocks

Author

Listed:
  • Humera Iram

    (Air University)

  • Abdul Rahim Ridzuan

    (Universiti Teknologi MARA
    Universiti Teknologi MARA
    Universiti Malaysia Sabah
    Universiti Teknologi MARA)

Abstract

This paper presents a case study to address the sensitivity of industrial demand and supply to energy price shocks by examining these responses for selected eleven large-scale manufacturing industries in Pakistan. The study employed the Structural Vector Autoregressive (SVAR) approach to investigate the sensitivity, using monthly data from July 2008 to June 2020. Due to the heterogeneous nature of these industries, a sophisticated strategy was adopted, with specialized models developed for each industry. The analysis results provide a novel finding about the dynamic of industrial demand and supply resulting from energy price shocks. The pattern of industries' response to energy price shocks has a positive and dominating impact on industrial supply. The consumer's demand decision had a dominant effect on industries like textile, petroleum, and food. For these industries, energy price shocks mainly reduce demand by delaying the decision to purchase the goods. The study shed light on the economies' resilience and vulnerability to energy price shocks associated with economic agents' decisions. It reveals that energy price shocks have a dominant impact on the supply side for energy-intensive industries and the demand side in other sectors.

Suggested Citation

  • Humera Iram & Abdul Rahim Ridzuan, 2025. "How sensitive are industrial demand and supply to energy price shocks," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(1), pages 221-239, March.
  • Handle: RePEc:spr:epolin:v:52:y:2025:i:1:d:10.1007_s40812-024-00326-z
    DOI: 10.1007/s40812-024-00326-z
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    as
    1. Christiane Baumeister & Lutz Kilian & Xiaoqing Zhou, 2018. "Is the Discretionary Income Effect of Oil Price Shocks a Hoax?," The Energy Journal, , vol. 39(2_suppl), pages 117-137, December.
    2. Tang, Weiqi & Wu, Libo & Zhang, ZhongXiang, 2010. "Oil price shocks and their short- and long-term effects on the Chinese economy," Energy Economics, Elsevier, vol. 32(Supplemen), pages 3-14, September.
    3. Knop, Stephen J. & Vespignani, Joaquin L., 2014. "The sectorial impact of commodity price shocks in Australia," Economic Modelling, Elsevier, vol. 42(C), pages 257-271.
    4. Herrera, Ana María & Lagalo, Latika Gupta & Wada, Tatsuma, 2011. "Oil Price Shocks And Industrial Production: Is The Relationship Linear?," Macroeconomic Dynamics, Cambridge University Press, vol. 15(S3), pages 472-497, November.
    5. Gottschalk, Jan, 2001. "An Introduction into the SVAR Methodology: Identification, Interpretation and Limitations of SVAR models," Kiel Working Papers 1072, Kiel Institute for the World Economy (IfW Kiel).
    6. Meghan R. Busse & Christopher R. Knittel & Jorge Silva-Risso & Florian Zettelmeyer, 2016. "Who is exposed to gas prices? How gasoline prices affect automobile manufacturers and dealerships," Quantitative Marketing and Economics (QME), Springer, vol. 14(1), pages 41-95, March.
    7. Lutz Kilian, 2008. "The Economic Effects of Energy Price Shocks," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 871-909, December.
    8. Aminu, Nasir, 2019. "Energy prices volatility and the United Kingdom: Evidence from a dynamic stochastic general equilibrium model," Energy, Elsevier, vol. 172(C), pages 487-497.
    9. Aviral Kumar Tiwari & Muhammad Shahbaz, 2013. "Modelling the Relationship between Whole Sale Price and Consumer Price Indices: Cointegration and Causality Analysis for India," Global Business Review, International Management Institute, vol. 14(3), pages 397-411, September.
    10. Jiménez-Rodríguez, Rebeca, 2008. "The impact of oil price shocks: Evidence from the industries of six OECD countries," Energy Economics, Elsevier, vol. 30(6), pages 3095-3108, November.
    11. Wildauer, Rafael & Kohler, Karsten & Aboobaker, Adam & Guschanski, Alexander, 2023. "Energy price shocks, conflict inflation, and income distribution in a three-sector model," Energy Economics, Elsevier, vol. 127(PB).
    12. Sokhanvar, Amin & Çiftçioğlu, Serhan & Lee, Chien-Chiang, 2023. "The effect of energy price shocks on commodity currencies during the war in Ukraine," Resources Policy, Elsevier, vol. 82(C).
    13. Finn, Mary G, 2000. "Perfect Competition and the Effects of Energy Price Increases on Economic Activity," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(3), pages 400-416, August.
    14. Garzon, Antonio J. & Hierro, Luis A., 2021. "Asymmetries in the transmission of oil price shocks to inflation in the eurozone," Economic Modelling, Elsevier, vol. 105(C).
    15. Kilian, Lutz & Zhou, Xiaoqing, 2023. "A broader perspective on the inflationary effects of energy price shocks," Energy Economics, Elsevier, vol. 125(C).
    16. Hamilton, James D., 2003. "What is an oil shock?," Journal of Econometrics, Elsevier, vol. 113(2), pages 363-398, April.
    17. van de Ven, Dirk Jan & Fouquet, Roger, 2017. "Historical energy price shocks and their changing effects on the economy," Energy Economics, Elsevier, vol. 62(C), pages 204-216.
    18. Farhan Ahmed & Muhammad Osama Daudpota & Muhammad Kashif, 2017. "Oil Price Shocks And Industry Level Production Using Vector Autoregression: Empirical Evidence From Pakistan," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 11(3), pages 13-25.
    19. Bigerna, Simona, 2023. "Energy price shocks, exchange rates and inflation nexus," Energy Economics, Elsevier, vol. 128(C).
    20. Sims, Christopher A & Zha, Tao, 1998. "Bayesian Methods for Dynamic Multivariate Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 949-968, November.
    21. Gong, Xiao-Li & Liu, Jian-Min & Xiong, Xiong & Zhang, Wei, 2021. "The dynamic effects of international oil price shocks on economic fluctuation," Resources Policy, Elsevier, vol. 74(C).
    22. David I. Stern and Astrid Kander, 2012. "The Role of Energy in the Industrial Revolution and Modern Economic Growth," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    23. Jo, Soojin & Karnizova, Lilia & Reza, Abeer, 2019. "Industry effects of oil price shocks: A re-examination," Energy Economics, Elsevier, vol. 82(C), pages 179-190.
    24. Yildirim, Zekeriya & Arifli, Arif, 2021. "Oil price shocks, exchange rate and macroeconomic fluctuations in a small oil-exporting economy," Energy, Elsevier, vol. 219(C).
    25. Lippi, Francesco & Nobili, Andrea, 2008. "Oil and the Macroeconomy: A Structural VAR Analysis with Sign Restrictions," CEPR Discussion Papers 6830, C.E.P.R. Discussion Papers.
    26. Afia Malik, 2007. "How Pakistan Is Coping with the Challenge of High Oil Prices," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 46(4), pages 551-575.
    27. Guan, Lu & Zhang, Wei-Wei & Ahmad, Ferhana & Naqvi, Bushra, 2021. "The volatility of natural resource prices and its impact on the economic growth for natural resource-dependent economies: A comparison of oil and gold dependent economies," Resources Policy, Elsevier, vol. 72(C).
    28. Ichiro Fukunaga & Naohisa Hirakata & Nao Sudo, 2011. "The Effects of Oil Price Changes on the Industry-Level Production and Prices in the United States and Japan," NBER Chapters, in: Commodity Prices and Markets, pages 195-231, National Bureau of Economic Research, Inc.
    29. Balashova, Svetlana & Serletis, Apostolos, 2020. "Oil prices shocks and the Russian economy," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    30. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    31. Lutz Kilian & Daniel P. Murphy, 2014. "The Role Of Inventories And Speculative Trading In The Global Market For Crude Oil," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(3), pages 454-478, April.
    32. Tsai, Chun-Li, 2015. "How do U.S. stock returns respond differently to oil price shocks pre-crisis, within the financial crisis, and post-crisis?," Energy Economics, Elsevier, vol. 50(C), pages 47-62.
    33. Edelstein, Paul & Kilian, Lutz, 2009. "How sensitive are consumer expenditures to retail energy prices?," Journal of Monetary Economics, Elsevier, vol. 56(6), pages 766-779, September.
    34. Sims, Christopher A, 2002. "Solving Linear Rational Expectations Models," Computational Economics, Springer;Society for Computational Economics, vol. 20(1-2), pages 1-20, October.
    35. Bassi, Andrea M. & Yudken, Joel S. & Ruth, Matthias, 2009. "Climate policy impacts on the competitiveness of energy-intensive manufacturing sectors," Energy Policy, Elsevier, vol. 37(8), pages 3052-3060, August.
    36. Deng, Zhengxing & Hao, Yu, 2024. "Energy price uncertainty, environmental policy, and firm investment: A dynamic modeling approach," Energy Economics, Elsevier, vol. 130(C).
    37. Lee, Kiseok & Ni, Shawn, 2002. "On the dynamic effects of oil price shocks: a study using industry level data," Journal of Monetary Economics, Elsevier, vol. 49(4), pages 823-852, May.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Energy prices; Demand; Supply; Industries; SVAR;
    All these keywords.

    JEL classification:

    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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