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Understanding energy use growth: The role of investment-GDP ratio

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  • Liao, Hua
  • Peng, Ying
  • Wang, Fang-Zhi
  • Zhang, Tong

Abstract

The aggregate analysis on the relationship between energy use and GDP growth may cloak important decision information. Among them, economic structure such as investment-GDP ratio is also vital to energy use. Employing a panel dataset of 64 large economies over 1972–2019, this study empirically investigates this issue. It finds that a higher ratio of investment to GDP is significantly associated with an increase in the growth rate of energy use, with an average effect size of 0.08. Two candidate mechanisms jointly contribute to such patterns: the growth of energy-intensive product and the changing ratio of industrial value added to GDP. The results show that economic structure transformation can help alleviate the pressure on energy demand.

Suggested Citation

  • Liao, Hua & Peng, Ying & Wang, Fang-Zhi & Zhang, Tong, 2022. "Understanding energy use growth: The role of investment-GDP ratio," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 15-24.
  • Handle: RePEc:eee:streco:v:63:y:2022:i:c:p:15-24
    DOI: 10.1016/j.strueco.2022.08.007
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    as
    1. Mukherjee, Kankana, 2008. "Energy use efficiency in the Indian manufacturing sector: An interstate analysis," Energy Policy, Elsevier, vol. 36(2), pages 662-672, February.
    2. Manuel García‐Santana & Josep Pijoan‐Mas & Lucciano Villacorta, 2021. "Investment Demand and Structural Change," Econometrica, Econometric Society, vol. 89(6), pages 2751-2785, November.
    3. Alan V. Deardorff, 2011. "The General Validity of the Heckscher-Ohlin Theorem," World Scientific Book Chapters, in: Robert M Stern (ed.), Comparative Advantage, Growth, And The Gains From Trade And Globalization A Festschrift in Honor of Alan V Deardorff, chapter 11, pages 91-103, World Scientific Publishing Co. Pte. Ltd..
    4. Adams, F. Gerard & Shachmurove, Yochanan, 2008. "Modeling and forecasting energy consumption in China: Implications for Chinese energy demand and imports in 2020," Energy Economics, Elsevier, vol. 30(3), pages 1263-1278, May.
    5. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    6. Bardazzi, Rossella & Pazienza, Maria Grazia, 2017. "Switch off the light, please! Energy use, aging population and consumption habits," Energy Economics, Elsevier, vol. 65(C), pages 161-171.
    7. Zsuzsanna Csereklyei, M. d. Mar Rubio-Varas, and David I. Stern, 2016. "Energy and Economic Growth: The Stylized Facts," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    8. Su, Bin & Ang, B.W., 2017. "Multiplicative structural decomposition analysis of aggregate embodied energy and emission intensities," Energy Economics, Elsevier, vol. 65(C), pages 137-147.
    9. Mimouni, Karim & Temimi, Akram, 2018. "What drives energy efficiency? New evidence from financial crises," Energy Policy, Elsevier, vol. 122(C), pages 332-348.
    10. Narayan, Paresh Kumar & Smyth, Russell, 2008. "Energy consumption and real GDP in G7 countries: New evidence from panel cointegration with structural breaks," Energy Economics, Elsevier, vol. 30(5), pages 2331-2341, September.
    11. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    12. Leff, Nathaniel H, 1969. "Dependency Rates and Savings Rates," American Economic Review, American Economic Association, vol. 59(5), pages 886-896, December.
    13. Morikawa, Masayuki, 2012. "Population density and efficiency in energy consumption: An empirical analysis of service establishments," Energy Economics, Elsevier, vol. 34(5), pages 1617-1622.
    14. Chakraborty Shankha & Dabla-Norris Era, 2011. "The Quality of Public Investment," The B.E. Journal of Macroeconomics, De Gruyter, vol. 11(1), pages 1-29, August.
    15. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    16. Yannick Oswald & Anne Owen & Julia K. Steinberger, 2020. "Large inequality in international and intranational energy footprints between income groups and across consumption categories," Nature Energy, Nature, vol. 5(3), pages 231-239, March.
    17. Bossanyi, Ervin, 1979. "UK primary energy consumption and the changing structure of final demand," Energy Policy, Elsevier, vol. 7(3), pages 253-258, September.
    18. J. Bradford De Long & Lawrence H. Summers, 1991. "Equipment Investment and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 445-502.
    19. Yunus Aksoy & Henrique S. Basso & Ron P. Smith & Tobias Grasl, 2019. "Demographic Structure and Macroeconomic Trends," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(1), pages 193-222, January.
    20. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    21. Wang, Rui & Qi, Zhongying & Shu, Yumin, 2020. "Multiple relationships between fixed-asset investment and industrial structure evolution in China–Based on Directed Acyclic Graph (DAG) analysis and VAR model," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 222-231.
    22. Richardson Kojo Edeme, 2018. "Revisiting the Economic Growth-Welfare Linkages: Empirical Evidence from Nigeria," Asian Themes in Social Sciences Research, Knowledge Press, vol. 1(1), pages 28-33.
    23. Zilberfarb, Ben-Zion & Adams, F. Gerard, 1981. "The energy-GDP relationship in developing countries : Empirical evidence and stability tests," Energy Economics, Elsevier, vol. 3(4), pages 244-248, October.
    24. Xiaoyang Zhong & Mingming Hu & Sebastiaan Deetman & Bernhard Steubing & Hai Xiang Lin & Glenn Aguilar Hernandez & Carina Harpprecht & Chunbo Zhang & Arnold Tukker & Paul Behrens, 2021. "Global greenhouse gas emissions from residential and commercial building materials and mitigation strategies to 2060," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    25. Feldstein, Martin & Horioka, Charles, 1980. "Domestic Saving and International Capital Flows," Economic Journal, Royal Economic Society, vol. 90(358), pages 314-329, June.
    26. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.
    27. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    28. Tahvonen, Olli & Salo, Seppo, 2001. "Economic growth and transitions between renewable and nonrenewable energy resources," European Economic Review, Elsevier, vol. 45(8), pages 1379-1398, August.
    29. Evelyn L. Lehrer, 2004. "Religion as a Determinant of Economic and Demographic Behavior in the United States," Population and Development Review, The Population Council, Inc., vol. 30(4), pages 707-726, December.
    30. Baker, Paul & Blundell, Richard & Micklewright, John, 1989. "Modelling Household Energy Expenditures Using Micro-data," Economic Journal, Royal Economic Society, vol. 99(397), pages 720-738, September.
    31. Xie, Shi-Chen, 2014. "The driving forces of China׳s energy use from 1992 to 2010: An empirical study of input–output and structural decomposition analysis," Energy Policy, Elsevier, vol. 73(C), pages 401-415.
    32. Lee, Chien-Chiang & Chang, Chun-Ping & Chen, Pei-Fen, 2008. "Energy-income causality in OECD countries revisited: The key role of capital stock," Energy Economics, Elsevier, vol. 30(5), pages 2359-2373, September.
    33. Yannick Oswald & Anne Owen & Julia K. Steinberger, 2020. "Publisher Correction: Large inequality in international and intranational energy footprints between income groups and across consumption categories," Nature Energy, Nature, vol. 5(4), pages 349-349, April.
    34. Diamond, Peter A & Mirrlees, James A, 1971. "Optimal Taxation and Public Production II: Tax Rules," American Economic Review, American Economic Association, vol. 61(3), pages 261-278, June.
    35. Kenneth B. Medlock III & Ronald Soligo, 2001. "Economic Development and End-Use Energy Demand," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 77-105.
    36. Moana Simas & Richard Wood & Edgar Hertwich, 2015. "Labor Embodied in Trade," Journal of Industrial Ecology, Yale University, vol. 19(3), pages 343-356, June.
    37. Anderson, Dennis, 1990. "Investment and economic growth," World Development, Elsevier, vol. 18(8), pages 1057-1079, August.
    38. Diamond, Peter A & Mirrlees, James A, 1971. "Optimal Taxation and Public Production: I--Production Efficiency," American Economic Review, American Economic Association, vol. 61(1), pages 8-27, March.
    39. Achour, Houda & Belloumi, Mounir, 2016. "Investigating the causal relationship between transport infrastructure, transport energy consumption and economic growth in Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 988-998.
    40. Mukherjee, Kankana, 2008. "Energy use efficiency in U.S. manufacturing: A nonparametric analysis," Energy Economics, Elsevier, vol. 30(1), pages 76-96, January.
    41. Cleveland, Mark & Laroche, Michel & Hallab, Ranim, 2013. "Globalization, culture, religion, and values: Comparing consumption patterns of Lebanese Muslims and Christians," Journal of Business Research, Elsevier, vol. 66(8), pages 958-967.
    42. Strand, Jon & Miller, Sebastian & Siddiqui, Sauleh, 2014. "Long-run carbon emission implications of energy-intensive infrastructure investments with a retrofit option," Energy Economics, Elsevier, vol. 46(C), pages 308-317.
    43. Corden, W Max & Neary, J Peter, 1982. "Booming Sector and De-Industrialisation in a Small Open Economy," Economic Journal, Royal Economic Society, vol. 92(368), pages 825-848, December.
    44. Santiago, Renato & Fuinhas, José Alberto & Marques, António Cardoso, 2020. "An analysis of the energy intensity of Latin American and Caribbean countries: Empirical evidence on the role of public and private capital stock," Energy, Elsevier, vol. 211(C).
    45. Richardson Kojo Edeme, 2018. "Revisiting the Economic Growth-Welfare Linkages: Empirical Evidence from Nigeria," Asian Themes in Social Sciences Research, Knowledge Press, vol. 1(1), pages 28-33.
    46. Miketa, Asami, 2001. "Analysis of energy intensity developments in manufacturing sectors in industrialized and developing countries," Energy Policy, Elsevier, vol. 29(10), pages 769-775, August.
    47. E. Raphael Branch, 1993. "Short Run Income Elasticity of Demand for Residential Electricity Using Consumer Expenditure Survey Data," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 111-122.
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    More about this item

    Keywords

    Economic growth; Energy use; Investment-GDP ratio;
    All these keywords.

    JEL classification:

    • 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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