IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v226y2021ics036054422100606x.html
   My bibliography  Save this article

Asymmetric impact of fossil fuel and renewable energy consumption on economic growth: A nonlinear technique

Author

Listed:
  • Baz, Khan
  • Cheng, Jinhua
  • Xu, Deyi
  • Abbas, Khizar
  • Ali, Imad
  • Ali, Hashmat
  • Fang, Chuandi

Abstract

Harnessing energy resources contributes to achieving economic targets and environmental change, as well as fulfilling energy demands via producing clean energy and new technologies. However, the procedures for accomplishing these interlinked objectives and achieving sustainable development need to be addressed empirically. To this end, we examined the nexus between fossil fuel, renewable energy, and economic growth, using a time series data 1980–2017 of Pakistan. By employing a non-linear autoregressive distributed lag and asymmetric causality approaches, this study determines the asymmetric impact of one variable on the others. During the investigation, the results confirmed asymmetric and nonlinear co-integration between pairs of the variables. An asymmetric feedback causality was observed between positive shocks to economic growth and renewable energy consumption. In contrast, the asymmetric causality test showed that positive and negative shocks in fossil fuel and economic growth had a neutral effect, while a symmetric bidirectional hypothesis was observed between fossil fuel consumption and economic growth. Finally, an asymmetrically unidirectional causal nexus was confirmed between foreign direct investment and economic growth. Prospectively, our findings suggest the significance of clean energy along with the installation of new technologies for achieving sustainable economic growth without undermining environmental intactness and ecosystem.

Suggested Citation

  • Baz, Khan & Cheng, Jinhua & Xu, Deyi & Abbas, Khizar & Ali, Imad & Ali, Hashmat & Fang, Chuandi, 2021. "Asymmetric impact of fossil fuel and renewable energy consumption on economic growth: A nonlinear technique," Energy, Elsevier, vol. 226(C).
  • Handle: RePEc:eee:energy:v:226:y:2021:i:c:s036054422100606x
    DOI: 10.1016/j.energy.2021.120357
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S036054422100606X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2021.120357?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Wolde-Rufael, Yemane, 2009. "Energy consumption and economic growth: The experience of African countries revisited," Energy Economics, Elsevier, vol. 31(2), pages 217-224.
    2. Bloch, Harry & Rafiq, Shuddhasattwa & Salim, Ruhul, 2015. "Economic growth with coal, oil and renewable energy consumption in China: Prospects for fuel substitution," Economic Modelling, Elsevier, vol. 44(C), pages 104-115.
    3. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    4. Benkraiem, Ramzi & Lahiani, Amine & Miloudi, Anthony & Shahbaz, Muhammad, 2019. "The asymmetric role of shadow economy in the energy-growth nexus in Bolivia," Energy Policy, Elsevier, vol. 125(C), pages 405-417.
    5. Belloumi, Mounir, 2014. "The relationship between trade, FDI and economic growth in Tunisia: An application of the autoregressive distributed lag model," Economic Systems, Elsevier, vol. 38(2), pages 269-287.
    6. Shahbaz, Muhammad & Loganathan, Nanthakumar & Zeshan, Mohammad & Zaman, Khalid, 2015. "Does renewable energy consumption add in economic growth? An application of auto-regressive distributed lag model in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 576-585.
    7. Shahbaz, Muhammad & Lean, Hooi Hooi & Farooq, Abdul, 2013. "Natural gas consumption and economic growth in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 87-94.
    8. Marques, António Cardoso & Fuinhas, José Alberto, 2012. "Is renewable energy effective in promoting growth?," Energy Policy, Elsevier, vol. 46(C), pages 434-442.
    9. Kyophilavong, Phouphet & Shahbaz, Muhammad & Anwar, Sabeen & Masood, Sameen, 2015. "The energy-growth nexus in Thailand: Does trade openness boost up energy consumption?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 46(C), pages 265-274.
    10. Salim, Ruhul A. & Hassan, Kamrul & Shafiei, Sahar, 2014. "Renewable and non-renewable energy consumption and economic activities: Further evidence from OECD countries," Energy Economics, Elsevier, vol. 44(C), pages 350-360.
    11. Ait Benhamou, Zouhair & Cassin, Lesly, 2021. "The impact of remittances on savings, capital and economic growth in small emerging countries," Economic Modelling, Elsevier, vol. 94(C), pages 789-803.
    12. Sarwar, Suleman & Chen, Wei & Waheed, Rida, 2017. "Electricity consumption, oil price and economic growth: Global perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 9-18.
    13. Shahbaz, Muhammad & Benkraiem, Ramzi & Miloudi, Anthony & Lahiani, Amine, 2017. "Production function with electricity consumption and policy implications in Portugal," Energy Policy, Elsevier, vol. 110(C), pages 588-599.
    14. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    15. Toklu, E., 2013. "Overview of potential and utilization of renewable energy sources in Turkey," Renewable Energy, Elsevier, vol. 50(C), pages 456-463.
    16. Scott Hacker & Abdulnasser Hatemi‐J, 2012. "A bootstrap test for causality with endogenous lag length choice: theory and application in finance," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 39(2), pages 144-160, May.
    17. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    18. Odhiambo, Nicholas M., 2009. "Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach," Energy Policy, Elsevier, vol. 37(2), pages 617-622, February.
    19. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    20. Lotfalipour, Mohammad Reza & Falahi, Mohammad Ali & Ashena, Malihe, 2010. "Economic growth, CO2 emissions, and fossil fuels consumption in Iran," Energy, Elsevier, vol. 35(12), pages 5115-5120.
    21. Tugcu, Can Tansel & Topcu, Mert, 2018. "Total, renewable and non-renewable energy consumption and economic growth: Revisiting the issue with an asymmetric point of view," Energy, Elsevier, vol. 152(C), pages 64-74.
    22. Bulut, Umit & Muratoglu, Gonul, 2018. "Renewable energy in Turkey: Great potential, low but increasing utilization, and an empirical analysis on renewable energy-growth nexus," Energy Policy, Elsevier, vol. 123(C), pages 240-250.
    23. Abbas, Khizar & Li, Shixiang & Xu, Deyi & Baz, Khan & Rakhmetova, Aigerim, 2020. "Do socioeconomic factors determine household multidimensional energy poverty? Empirical evidence from South Asia," Energy Policy, Elsevier, vol. 146(C).
    24. Omri, Anis & Ben Mabrouk, Nejah & Sassi-Tmar, Amel, 2015. "Modeling the causal linkages between nuclear energy, renewable energy and economic growth in developed and developing countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1012-1022.
    25. Naqvi, Farzana, 1998. "A computable general equilibrium model of energy, economy and equity interactions in Pakistan," Energy Economics, Elsevier, vol. 20(4), pages 347-373, September.
    26. Polemis, Michael L. & Dagoumas, Athanasios S., 2013. "The electricity consumption and economic growth nexus: Evidence from Greece," Energy Policy, Elsevier, vol. 62(C), pages 798-808.
    27. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    28. Song, Malin & Peng, Jun & Wang, Jianlin & Zhao, Jiajia, 2018. "Environmental efficiency and economic growth of China: A Ray slack-based model analysis," European Journal of Operational Research, Elsevier, vol. 269(1), pages 51-63.
    29. Sadik, Ali T. & Bolbol, Ali A., 2001. "Capital Flows, FDI, and Technology Spillovers: Evidence from Arab Countries," World Development, Elsevier, vol. 29(12), pages 2111-2125, December.
    30. Shahbaz, Muhammad & Sarwar, Suleman & Chen, Wei & Malik, Muhammad Nasir, 2017. "Dynamics of electricity consumption, oil price and economic growth: Global perspective," Energy Policy, Elsevier, vol. 108(C), pages 256-270.
    31. Rabail Amna Intisar & Muhammad Rizwan Yaseen & Rakhshanda Kousar & Muhammad Usman & Muhammad Sohail Amjad Makhdum, 2020. "Impact of Trade Openness and Human Capital on Economic Growth: A Comparative Investigation of Asian Countries," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    32. Abbasi, Kashif & Jiao, Zhilun & Khan, Arman & Shahbaz, Muhammad, 2020. "Asymmetric impact of renewable and non-renewable energy on economic growth in Pakistan: New evidence from a nonlinear analysis," MPRA Paper 101854, University Library of Munich, Germany, revised 13 Jul 2020.
    33. Anindya Banerjee & Juan Dolado & Ricardo Mestre, 1998. "Error‐correction Mechanism Tests for Cointegration in a Single‐equation Framework," Journal of Time Series Analysis, Wiley Blackwell, vol. 19(3), pages 267-283, May.
    34. Abakah, Edward M., 1990. "Real incomes and the consumption of woodfuels in Ghana : An analysis of recent trends," Energy Economics, Elsevier, vol. 12(3), pages 227-231, July.
    35. Destek, Mehmet Akif & Aslan, Alper, 2017. "Renewable and non-renewable energy consumption and economic growth in emerging economies: Evidence from bootstrap panel causality," Renewable Energy, Elsevier, vol. 111(C), pages 757-763.
    36. 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.
    37. Komal, Rabia & Abbas, Faisal, 2015. "Linking financial development, economic growth and energy consumption in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 211-220.
    38. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    39. Yasmeen, Humaira & Tan, Qingmei & Zameer, Hashim & Vo, Xuan Vinh & Shahbaz, Muhammad, 2021. "Discovering the relationship between natural resources, energy consumption, gross capital formation with economic growth: Can lower financial openness change the curse into blessing," Resources Policy, Elsevier, vol. 71(C).
    40. Tugcu, Can Tansel & Ozturk, Ilhan & Aslan, Alper, 2012. "Renewable and non-renewable energy consumption and economic growth relationship revisited: Evidence from G7 countries," Energy Economics, Elsevier, vol. 34(6), pages 1942-1950.
    41. Long, Xingle & Naminse, Eric Yaw & Du, Jianguo & Zhuang, Jincai, 2015. "Nonrenewable energy, renewable energy, carbon dioxide emissions and economic growth in China from 1952 to 2012," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 680-688.
    42. Abbas, Khizar & Xie, Xiaoqing & Xu, Deyi & Butt, Khalid Manzoor, 2021. "Assessing an empirical relationship between energy poverty and domestic health issues: A multidimensional approach," Energy, Elsevier, vol. 221(C).
    43. Masih, Abul M. M. & Masih, Rumi, 1996. "Energy consumption, real income and temporal causality: results from a multi-country study based on cointegration and error-correction modelling techniques," Energy Economics, Elsevier, vol. 18(3), pages 165-183, July.
    44. Bhattacharya, Mita & Paramati, Sudharshan Reddy & Ozturk, Ilhan & Bhattacharya, Sankar, 2016. "The effect of renewable energy consumption on economic growth: Evidence from top 38 countries," Applied Energy, Elsevier, vol. 162(C), pages 733-741.
    45. Muhammad Shahbaz, 2015. "Electricity Consumption, Financial Development and Economic Growth Nexus in Pakistan: A Visit," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 3(2), pages 48-65, June.
    46. Pao, Hsiao-Tien & Li, Yi-Ying & Hsin-Chia Fu,, 2014. "Clean energy, non-clean energy, and economic growth in the MIST countries," Energy Policy, Elsevier, vol. 67(C), pages 932-942.
    47. Gilbert, Alexander Q. & Sovacool, Benjamin K., 2018. "Carbon pathways in the global gas market: An attributional lifecycle assessment of the climate impacts of liquefied natural gas exports from the United States to Asia," Energy Policy, Elsevier, vol. 120(C), pages 635-643.
    48. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    49. Hassaballa, Hoda, 2014. "Testing for Granger causality between energy use and foreign direct investment Inflows in developing countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 417-426.
    50. Baz, Khan & Xu, Deyi & Ampofo, Gideon Minua Kwaku & Ali, Imad & Khan, Imran & Cheng, Jinhua & Ali, Hashmat, 2019. "Energy consumption and economic growth nexus: New evidence from Pakistan using asymmetric analysis," Energy, Elsevier, vol. 189(C).
    Full references (including those not matched with items on IDEAS)

    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. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    2. Benkraiem, Ramzi & Lahiani, Amine & Miloudi, Anthony & Shahbaz, Muhammad, 2019. "The asymmetric role of shadow economy in the energy-growth nexus in Bolivia," Energy Policy, Elsevier, vol. 125(C), pages 405-417.
    3. Baz, Khan & Xu, Deyi & Ampofo, Gideon Minua Kwaku & Ali, Imad & Khan, Imran & Cheng, Jinhua & Ali, Hashmat, 2019. "Energy consumption and economic growth nexus: New evidence from Pakistan using asymmetric analysis," Energy, Elsevier, vol. 189(C).
    4. Shahbaz, Muhammad & Raghutla, Chandrashekar & Chittedi, Krishna Reddy & Jiao, Zhilun & Vo, Xuan Vinh, 2020. "The effect of renewable energy consumption on economic growth: Evidence from the renewable energy country attractive index," Energy, Elsevier, vol. 207(C).
    5. Narayan, Seema & Doytch, Nadia, 2017. "An investigation of renewable and non-renewable energy consumption and economic growth nexus using industrial and residential energy consumption," Energy Economics, Elsevier, vol. 68(C), pages 160-176.
    6. Chen, Chaoyi & Pinar, Mehmet & Stengos, Thanasis, 2020. "Renewable energy consumption and economic growth nexus: Evidence from a threshold model," Energy Policy, Elsevier, vol. 139(C).
    7. Namahoro, Jean Pierre & Wu, Qiaosheng & Xiao, Haijun & Zhou, Na, 2021. "The asymmetric nexus of renewable energy consumption and economic growth: New evidence from Rwanda," Renewable Energy, Elsevier, vol. 174(C), pages 336-346.
    8. Marques, António Cardoso & Fuinhas, José Alberto & Neves, Sónia Almeida, 2018. "Ordinary and Special Regimes of electricity generation in Spain: How they interact with economic activity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1226-1240.
    9. Shahbaz, Muhammad & Sarwar, Suleman & Chen, Wei & Malik, Muhammad Nasir, 2017. "Dynamics of electricity consumption, oil price and economic growth: Global perspective," Energy Policy, Elsevier, vol. 108(C), pages 256-270.
    10. Raggad, Bechir, 2021. "Time varying causal relationship between renewable energy consumption, oil prices and economic activity: New evidence from the United States," Resources Policy, Elsevier, vol. 74(C).
    11. Shahbaz, Muhammad & Benkraiem, Ramzi & Miloudi, Anthony & Lahiani, Amine, 2017. "Production function with electricity consumption and policy implications in Portugal," Energy Policy, Elsevier, vol. 110(C), pages 588-599.
    12. Troster, Victor & Shahbaz, Muhammad & Uddin, Gazi Salah, 2018. "Renewable energy, oil prices, and economic activity: A Granger-causality in quantiles analysis," Energy Economics, Elsevier, vol. 70(C), pages 440-452.
    13. Muntasir Murshed & Haider Mahmood & Tarek Tawfik Yousef Alkhateeb & Mohga Bassim, 2020. "The Impacts of Energy Consumption, Energy Prices and Energy Import-Dependency on Gross and Sectoral Value-Added in Sri Lanka," Energies, MDPI, vol. 13(24), pages 1-22, December.
    14. Villanthenkodath, Muhammed Ashiq & Mahalik, Mantu Kumar, 2021. "Does economic growth respond to electricity consumption asymmetrically in Bangladesh? The implication for environmental sustainability," Energy, Elsevier, vol. 233(C).
    15. Zafar, Muhammad Wasif & Shahbaz, Muhammad & Hou, Fujun & Sinha, Avik, 2018. "¬¬¬¬¬¬From Nonrenewable to Renewable Energy and Its Impact on Economic Growth: Silver Line of Research & Development Expenditures in APEC Countries," MPRA Paper 90611, University Library of Munich, Germany, revised 10 Dec 2018.
    16. Najia Saqib & Haider Mahmood & Aamir Hussain Siddiqui & Muhammad Asif Shamim, 2022. "The Link between Economic Growth and Sustainable Energy in G7-Countries and E7-Countries: Evidence from a Dynamic Panel Threshold Model," International Journal of Energy Economics and Policy, Econjournals, vol. 12(5), pages 294-302, September.
    17. Bulut, Umit & Muratoglu, Gonul, 2018. "Renewable energy in Turkey: Great potential, low but increasing utilization, and an empirical analysis on renewable energy-growth nexus," Energy Policy, Elsevier, vol. 123(C), pages 240-250.
    18. Solarin, Sakiru Adebola & Ozturk, Ilhan, 2015. "On the causal dynamics between hydroelectricity consumption and economic growth in Latin America countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1857-1868.
    19. Amri, Fethi, 2017. "The relationship amongst energy consumption (renewable and non-renewable), and GDP in Algeria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 62-71.
    20. Muhammad Shahbaz & Naceur Khraief & Robert L. Czudaj, 2020. "Renewable energy consumption-economic growth nexus in G7 countries: New evidence from a nonlinear ARDL approach," Economics Bulletin, AccessEcon, vol. 40(4), pages 2828-2843.

    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:eee:energy:v:226:y:2021:i:c:s036054422100606x. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    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.