IDEAS home Printed from https://ideas.repec.org/a/sae/engenv/v32y2021i1p3-24.html
   My bibliography  Save this article

Economic growth, exports, and role of energy conservation: Evidence from panel co-integration-based causality models in South Asia

Author

Listed:
  • Muhammad Shakeel
  • Aziz Ahmed

Abstract

This study examines the relationship among energy use, real gross domestic product, and exports and thereby the impact of energy conservation for the quest of a sustainable environment-gross domestic product growth in the panel of five South Asian countries. The aggregate production function framework is estimated by employing first/second generational panel co-integration-based models for the panel data covering the years 1980–2014. The empirical findings demonstrate a statistically significant panel error correction mechanism among real gross domestic product, capital, labor, and energy use in both export-added and export-excluded models. The findings of panel causality test depict a significant causal relationship running from export and energy use towards gross domestic product in the long run. Furthermore, a significant feedback relationship between energy use and gross domestic product and between exports and gross domestic product has been found in the short run. These findings of vector error correction model-based panel causality test imply that reducing/cutting the extant aggregate energy use (fossil fuel dominant) via conservation policies are somewhat wanting and could be implemented at the cost of lower gross domestic product and export growths, ceteris paribus. Therefore, for reducing the level of carbon emissions arising from fossil fuel-based energy use and for a sustainable aggregate energy use to the production sector per se, there is an immense need of developing environment friendly/green sources of energy in the region. These consolidated and concerted strides of developing and substituting environment friendly energy options into the extant aggregate energy use will, inter alia, ensure the sustainability of environment-gross domestic product growth in South Asia.

Suggested Citation

  • Muhammad Shakeel & Aziz Ahmed, 2021. "Economic growth, exports, and role of energy conservation: Evidence from panel co-integration-based causality models in South Asia," Energy & Environment, , vol. 32(1), pages 3-24, February.
  • Handle: RePEc:sae:engenv:v:32:y:2021:i:1:p:3-24
    DOI: 10.1177/0958305X19899372
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0958305X19899372
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0958305X19899372?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
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Farhani, Sahbi & Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "The role of natural gas consumption and trade in Tunisia's output," Energy Policy, Elsevier, vol. 66(C), pages 677-684.
    3. 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.
    4. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    5. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    6. 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.
    7. Balassa, Bela, 1978. "Exports and economic growth : Further evidence," Journal of Development Economics, Elsevier, vol. 5(2), pages 181-189, June.
    8. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    9. M. Hashem Pesaran & Aman Ullah & Takashi Yamagata, 2008. "A bias-adjusted LM test of error cross-section independence," Econometrics Journal, Royal Economic Society, vol. 11(1), pages 105-127, March.
    10. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    11. Smyth, Russell & Narayan, Paresh Kumar, 2015. "Applied econometrics and implications for energy economics research," Energy Economics, Elsevier, vol. 50(C), pages 351-358.
    12. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    13. Muhammad Shahbaz & Samia Nasreen & Chong Hui Ling & Rashid Sbia, 2014. "Causality between Trade Openness and Energy Consumption- What Causes What in High, Middle and Low Income Countries," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 53(4), pages 423-459.
    14. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    15. Vaona, Andrea, 2012. "Granger non-causality tests between (non)renewable energy consumption and output in Italy since 1861: The (ir)relevance of structural breaks," Energy Policy, Elsevier, vol. 45(C), pages 226-236.
    16. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    17. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    18. Omri, Anis, 2014. "An international literature survey on energy-economic growth nexus: Evidence from country-specific studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 951-959.
    19. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    20. Stern, David I. & Enflo, Kerstin, 2013. "Causality between energy and output in the long-run," Energy Economics, Elsevier, vol. 39(C), pages 135-146.
    21. Pokrovski, Vladimir N., 2003. "Energy in the theory of production," Energy, Elsevier, vol. 28(8), pages 769-788.
    22. Alexandra Tsiotras & Antonio Estache, 2014. "In the short run, energy efficiency concerns and trade protection hurt each other and growth, but in the long run, not necessarily so: 1980-2010 Latin American Evidence," Working Papers ECARES ECARES 2014-38, ULB -- Universite Libre de Bruxelles.
    23. Sadorsky, Perry, 2011. "Trade and energy consumption in the Middle East," Energy Economics, Elsevier, vol. 33(5), pages 739-749, September.
    24. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    25. Lean, Hooi Hooi & Smyth, Russell, 2010. "Multivariate Granger causality between electricity generation, exports, prices and GDP in Malaysia," Energy, Elsevier, vol. 35(9), pages 3640-3648.
    26. Narayan, Paresh Kumar & Smyth, Russell, 2009. "Multivariate granger causality between electricity consumption, exports and GDP: Evidence from a panel of Middle Eastern countries," Energy Policy, Elsevier, vol. 37(1), pages 229-236, January.
    27. 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.
    28. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    29. Stephan B. Bruns, Christian Gross and David I. Stern, 2014. "Is There Really Granger Causality Between Energy Use and Output?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    30. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    31. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    32. Lean, Hooi Hooi & Smyth, Russell, 2010. "On the dynamics of aggregate output, electricity consumption and exports in Malaysia: Evidence from multivariate Granger causality tests," Applied Energy, Elsevier, vol. 87(6), pages 1963-1971, June.
    33. Raza, Syed Ali & Shahbaz, Muhammad & Nguyen, Duc Khuong, 2015. "Energy conservation policies, growth and trade performance: Evidence of feedback hypothesis in Pakistan," Energy Policy, Elsevier, vol. 80(C), pages 1-10.
    34. repec:ipg:wpaper:2014-057 is not listed on IDEAS
    35. Damiaan Persyn & Joakim Westerlund, 2008. "Error-correction–based cointegration tests for panel data," Stata Journal, StataCorp LP, vol. 8(2), pages 232-241, June.
    36. Muhammad Shakeel & M. Mazhar Iqbal & M. Tariq Majeed, 2014. "Energy Consumption, Trade and GDP: A Case Study of South Asian Countries," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 53(4), pages 461-476.
    37. Anna Bluszcz, 2017. "European economies in terms of energy dependence," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(4), pages 1531-1548, July.
    38. Narayan, Paresh Kumar & Wong, Philip, 2009. "A panel data analysis of the determinants of oil consumption: The case of Australia," Applied Energy, Elsevier, vol. 86(12), pages 2771-2775, December.
    39. Narayan, Paresh Kumar & Popp, Stephan, 2012. "The energy consumption-real GDP nexus revisited: Empirical evidence from 93 countries," Economic Modelling, Elsevier, vol. 29(2), pages 303-308.
    40. R. Stresing & D. Lindenberger & R. Kümmel, 2008. "Cointegration of output, capital, labor, and energy," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 66(2), pages 279-287, November.
    41. Dedeoğlu, Dinçer & Kaya, Hüseyin, 2013. "Energy use, exports, imports and GDP: New evidence from the OECD countries," Energy Policy, Elsevier, vol. 57(C), pages 469-476.
    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. Syed Tauseef Hassan & Enjun Xia & Chien-Chiang Lee, 2021. "Mitigation pathways impact of climate change and improving sustainable development: The roles of natural resources, income, and CO2 emission," Energy & Environment, , vol. 32(2), pages 338-363, March.
    2. Jingwen Zhang & Yin Dai & Chi-Wei Su & Dervis Kirikkaleli & Muhammad Umar, 2021. "Intertemporal change in the effect of economic growth on carbon emission in China," Energy & Environment, , vol. 32(7), pages 1207-1225, November.
    3. Nadeem, Muhammad & Wang, Zilong & Shakeel, Muhammad, 2023. "Real output, fossil fuels, clean fuels and trade dynamics: New insights from structural break models in China," Applied Energy, Elsevier, vol. 350(C).

    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. Shakeel, Muhammad, 2021. "Analyses of energy-GDP-export nexus: The way-forward," Energy, Elsevier, vol. 216(C).
    2. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    3. Nadeem, Muhammad & Wang, Zilong & Shakeel, Muhammad, 2023. "Real output, fossil fuels, clean fuels and trade dynamics: New insights from structural break models in China," Applied Energy, Elsevier, vol. 350(C).
    4. Dedeoğlu, Dinçer & Kaya, Hüseyin, 2013. "Energy use, exports, imports and GDP: New evidence from the OECD countries," Energy Policy, Elsevier, vol. 57(C), pages 469-476.
    5. 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.
    6. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    7. Alexandra Tsiotras & Antonio Estache, 2014. "In the short run, energy efficiency concerns and trade protection hurt each other and growth, but in the long run, not necessarily so: 1980-2010 Latin American Evidence," Working Papers ECARES ECARES 2014-38, ULB -- Universite Libre de Bruxelles.
    8. repec:ipg:wpaper:2014-529 is not listed on IDEAS
    9. Smyth, Russell & Narayan, Paresh Kumar, 2015. "Applied econometrics and implications for energy economics research," Energy Economics, Elsevier, vol. 50(C), pages 351-358.
    10. Farhani, Sahbi & Shahbaz, Muhammad & Sbia, Rashid & Chaibi, Anissa, 2014. "What does MENA region initially need: Grow output or mitigate CO2 emissions?," Economic Modelling, Elsevier, vol. 38(C), pages 270-281.
    11. Farhani, Sahbi & Shahbaz, Muhammad & Sbia, Rashid, 2013. "What is MENA Region Initially Needed: Grow Output or Mitigate CO2 Emissions?," MPRA Paper 48859, University Library of Munich, Germany, revised 05 Aug 2013.
    12. Liddle, Brantley, 2012. "The importance of energy quality in energy intensive manufacturing: Evidence from panel cointegration and panel FMOLS," Energy Economics, Elsevier, vol. 34(6), pages 1819-1825.
    13. Topcu, Mert & Payne, James E., 2018. "Further evidence on the trade-energy consumption nexus in OECD countries," Energy Policy, Elsevier, vol. 117(C), pages 160-165.
    14. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    15. Paresh Narayan & Russell Smyth, 2014. "Applied Econometrics and a Decade of Energy Economics Research," Monash Economics Working Papers 21-14, Monash University, Department of Economics.
    16. Hasanov, Fakhri J. & Bulut, Cihan & Suleymanov, Elchin, 2016. "Do population age groups matter in the energy use of the oil-exporting countries?," Economic Modelling, Elsevier, vol. 54(C), pages 82-99.
    17. Fang, Zheng & Chang, Youngho, 2016. "Energy, human capital and economic growth in Asia Pacific countries — Evidence from a panel cointegration and causality analysis," Energy Economics, Elsevier, vol. 56(C), pages 177-184.
    18. Md. Samsul Alam & Sudharshan Reddy Paramati & Muhammad Shahbaz & Mita Bhattacharya, 2015. "Dynamics of Natural Gas Consumption, Output and Trade: Empirical Evidence from the Emerging Economies," Monash Economics Working Papers 21-15, Monash University, Department of Economics.
    19. Shahbaz, Muhammad & Nasreen, Samia & Ling, Chong Hui & Sbia, Rashid, 2014. "Causality between trade openness and energy consumption: What causes what in high, middle and low income countries," Energy Policy, Elsevier, vol. 70(C), pages 126-143.
    20. Gozgor, Giray & Mahalik, Mantu Kumar & Demir, Ender & Padhan, Hemachandra, 2020. "The impact of economic globalization on renewable energy in the OECD countries," Energy Policy, Elsevier, vol. 139(C).
    21. Hasanov, Fakhri & Bulut, Cihan & Suleymanov, Elchin, 2017. "Review of energy-growth nexus: A panel analysis for ten Eurasian oil exporting countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 369-386.

    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:sae:engenv:v:32:y:2021:i:1:p:3-24. 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: SAGE Publications (email available below). General contact details of provider: .

    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.