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Sector value addition, technology and CO2 emissions in Saudi Arabia

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  • Samargandi, Nahla

Abstract

This study assesses the Environmental Kuznets Curve (EKC) hypothesis with the case study of Saudi Arabia by considering three channels: volume of production, sector value addition to GDP and technological innovation. Using a long time-series data set and applying autoregressive distributed lags (ARDL) methodology, this study nullifies the existence of the EKC hypothesis in the case of Saudi Arabia. The study also provides robust evidence that economic growth fosters CO2 emissions linearly. The results also present that the value addition of growth in the industrial and service sectors is responsible for faster growth in CO2 emissions, while agriculture value addition is negatively and insignificantly associated with emissions. Finally, this study shows that technological innovation is insignificant in helping to reduce CO2 emissions. Thus, substantial technological progress in the production process would reduce CO2 emissions without harming economic growth.

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  • Samargandi, Nahla, 2017. "Sector value addition, technology and CO2 emissions in Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 868-877.
  • Handle: RePEc:eee:rensus:v:78:y:2017:i:c:p:868-877
    DOI: 10.1016/j.rser.2017.04.056
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    1. Kortum, Samuel & Lerner, Josh, 1998. "Stronger protection or technological revolution: what is behind the recent surge in patenting?," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 48(1), pages 247-304, June.
    2. Baek, Jungho, 2015. "Environmental Kuznets curve for CO2 emissions: The case of Arctic countries," Energy Economics, Elsevier, vol. 50(C), pages 13-17.
    3. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    4. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    5. Yousef Alyousef & Abdulhadi Varnham, 2010. "Saudi Arabia's National Energy Efficiency Programme: description, achievements and way forward," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 5(4), pages 291-297, April.
    6. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    7. Sbia, Rashid & Shahbaz, Muhammad & Hamdi, Helmi, 2014. "A contribution of foreign direct investment, clean energy, trade openness, carbon emissions and economic growth to energy demand in UAE," Economic Modelling, Elsevier, vol. 36(C), pages 191-197.
    8. 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.
    9. Cowan, Wendy N. & Chang, Tsangyao & Inglesi-Lotz, Roula & Gupta, Rangan, 2014. "The nexus of electricity consumption, economic growth and CO2 emissions in the BRICS countries," Energy Policy, Elsevier, vol. 66(C), pages 359-368.
    10. Kazi Sohag & Rawshan Begum & Sharifah Abdullah, 2015. "Dynamic impact of household consumption on its CO 2 emissions in Malaysia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 17(5), pages 1031-1043, October.
    11. Narayan, Paresh Kumar & Saboori, Behnaz & Soleymani, Abdorreza, 2016. "Economic growth and carbon emissions," Economic Modelling, Elsevier, vol. 53(C), pages 388-397.
    12. Park, Soonae & Lee, Youngmi, 2011. "Regional model of EKC for air pollution: Evidence from the Republic of Korea," Energy Policy, Elsevier, vol. 39(10), pages 5840-5849, October.
    13. Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
    14. Ahmad Al-Gilani & Seamus Filor, 1997. "Policy And Practice Environmental Policies in Saudi Arabia," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 40(6), pages 775-788.
    15. Ozturk, Ilhan & Acaravci, Ali, 2010. "CO2 emissions, energy consumption and economic growth in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3220-3225, December.
    16. Chen, Z.M. & Chen, G.Q., 2011. "Embodied carbon dioxide emission at supra-national scale: A coalition analysis for G7, BRIC, and the rest of the world," Energy Policy, Elsevier, vol. 39(5), pages 2899-2909, May.
    17. Caviglia-Harris, Jill L. & Chambers, Dustin & Kahn, James R., 2009. "Taking the "U" out of Kuznets: A comprehensive analysis of the EKC and environmental degradation," Ecological Economics, Elsevier, vol. 68(4), pages 1149-1159, February.
    18. 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.
    19. Brock, William A. & Taylor, M. Scott, 2005. "Economic Growth and the Environment: A Review of Theory and Empirics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 28, pages 1749-1821, Elsevier.
    20. Zhang, Ning & Wang, Bing & Liu, Zhu, 2016. "Carbon emissions dynamics, efficiency gains, and technological innovation in China's industrial sectors," Energy, Elsevier, vol. 99(C), pages 10-19.
    21. Sagar, A. D. & Holdren, J. P., 2002. "Assessing the global energy innovation system: some key issues," Energy Policy, Elsevier, vol. 30(6), pages 465-469, May.
    22. Wan, Jun & Baylis, Kathy & Mulder, Peter, 2015. "Trade-facilitated technology spillovers in energy productivity convergence processes across EU countries," Energy Economics, Elsevier, vol. 48(C), pages 253-264.
    23. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    24. Alkhathlan, Khalid & Javid, Muhammad, 2015. "Carbon emissions and oil consumption in Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 105-111.
    25. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Modeling and forecasting the CO2 emissions, energy consumption, and economic growth in Brazil," Energy, Elsevier, vol. 36(5), pages 2450-2458.
    26. Omri, Anis, 2013. "CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models," Energy Economics, Elsevier, vol. 40(C), pages 657-664.
    27. Shahbaz, Muhammad & Khraief, Naceur & Uddin, Gazi Salah & Ozturk, Ilhan, 2014. "Environmental Kuznets curve in an open economy: A bounds testing and causality analysis for Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 325-336.
    28. Mills, Julianne H. & Waite, Thomas A., 2009. "Economic prosperity, biodiversity conservation, and the environmental Kuznets curve," Ecological Economics, Elsevier, vol. 68(7), pages 2087-2095, May.
    29. Roca, Jordi & Padilla, Emilio & Farre, Mariona & Galletto, Vittorio, 2001. "Economic growth and atmospheric pollution in Spain: discussing the environmental Kuznets curve hypothesis," Ecological Economics, Elsevier, vol. 39(1), pages 85-99, October.
    30. Kumaresan, Nageswaran & Miyazaki, Kumiko, 1999. "An integrated network approach to systems of innovation--the case of robotics in Japan," Research Policy, Elsevier, vol. 28(6), pages 563-585, August.
    31. Cole, Matthew A., 2006. "Does trade liberalization increase national energy use?," Economics Letters, Elsevier, vol. 92(1), pages 108-112, July.
    32. Alam, Mohammad Jahangir & Begum, Ismat Ara & Buysse, Jeroen & Rahman, Sanzidur & Van Huylenbroeck, Guido, 2011. "Dynamic modeling of causal relationship between energy consumption, CO2 emissions and economic growth in India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 3243-3251, August.
    33. Charfeddine, Lanouar & Ben Khediri, Karim, 2016. "Financial development and environmental quality in UAE: Cointegration with structural breaks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1322-1335.
    34. P Ekins, 1997. "The Kuznets Curve for the Environment and Economic Growth: Examining the Evidence," Environment and Planning A, , vol. 29(5), pages 805-830, May.
    35. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2014. "Financial development and economic growth in an oil-rich economy: The case of Saudi Arabia," Economic Modelling, Elsevier, vol. 43(C), pages 267-278.
    36. Wagner, Martin, 2008. "The carbon Kuznets curve: A cloudy picture emitted by bad econometrics?," Resource and Energy Economics, Elsevier, vol. 30(3), pages 388-408, August.
    37. Wu, Libo & Kaneko, Shinji & Matsuoka, Shunji, 2005. "Driving forces behind the stagnancy of China's energy-related CO2 emissions from 1996 to 1999: the relative importance of structural change, intensity change and scale change," Energy Policy, Elsevier, vol. 33(3), pages 319-335, February.
    38. Sohag, Kazi & Begum, Rawshan Ara & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "Dynamics of energy use, technological innovation, economic growth and trade openness in Malaysia," Energy, Elsevier, vol. 90(P2), pages 1497-1507.
    39. Wang, Kuan-Min, 2012. "Modelling the nonlinear relationship between CO2 emissions from oil and economic growth," Economic Modelling, Elsevier, vol. 29(5), pages 1537-1547.
    40. Al Mamun, Md. & Sohag, Kazi & Hannan Mia, Md. Abdul & Salah Uddin, Gazi & Ozturk, Ilhan, 2014. "Regional differences in the dynamic linkage between CO2 emissions, sectoral output and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 1-11.
    41. Li, Tingting & Wang, Yong & Zhao, Dingtao, 2016. "Environmental Kuznets Curve in China: New evidence from dynamic panel analysis," Energy Policy, Elsevier, vol. 91(C), pages 138-147.
    42. Ang, James B., 2008. "Economic development, pollutant emissions and energy consumption in Malaysia," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 271-278.
    43. Kofi Adom, Philip & Bekoe, William & Amuakwa-Mensah, Franklin & Mensah, Justice Tei & Botchway, Ebo, 2012. "Carbon dioxide emissions, economic growth, industrial structure, and technical efficiency: Empirical evidence from Ghana, Senegal, and Morocco on the causal dynamics," Energy, Elsevier, vol. 47(1), pages 314-325.
    44. Bouznit, Mohammed & Pablo-Romero, María del P., 2016. "CO2 emission and economic growth in Algeria," Energy Policy, Elsevier, vol. 96(C), pages 93-104.
    45. Alcántara, Vicent & Padilla, Emilio, 2009. "Input-output subsystems and pollution: An application to the service sector and CO2 emissions in Spain," Ecological Economics, Elsevier, vol. 68(3), pages 905-914, January.
    46. Saboori, Behnaz & Sulaiman, Jamalludin & Mohd, Saidatulakmal, 2012. "Economic growth and CO2 emissions in Malaysia: A cointegration analysis of the Environmental Kuznets Curve," Energy Policy, Elsevier, vol. 51(C), pages 184-191.
    47. Alshehry, Atef Saad & Belloumi, Mounir, 2015. "Energy consumption, carbon dioxide emissions and economic growth: The case of Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 237-247.
    48. Begum, Rawshan Ara & Sohag, Kazi & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "CO2 emissions, energy consumption, economic and population growth in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 594-601.
    49. Apergis, Nicholas, 2016. "Environmental Kuznets curves: New evidence on both panel and country-level CO2 emissions," Energy Economics, Elsevier, vol. 54(C), pages 263-271.
    50. World Bank, 2010. "World Development Indicators 2010," World Bank Publications - Books, The World Bank Group, number 4373.
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