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On the Causal Nexus of Road Transport CO2 Emissions and Macroeconomic Variables in Tunisia: Evidence from Combined Cointegration Tests

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  • Shahbaz, Muhammad
  • Khraief, Naceur
  • Dhaoui, Abderrazak

Abstract

This paper investigates the causal relationship between road transportation energy consumption, fuel prices, transport sector value added and CO2 emissions in Tunisia for the period 1980-2012. We apply the newly developed combined cointegration test proposed by Bayer and Hanck (2013) and the ARDL bounds testing approach to cointegration to establish the existence of long-run relationship in presence of structural breaks. The direction of causality between these variables is determined via vector error correction model (VECM). Our empirical exercise reveals that the cointegration is present. Energy consumption adds in CO2 emissions. Fuel prices decline CO2 emissions. Road infrastructure boosts in CO2 emissions. Transport value-added also increases CO2 emissions. The causality analysis indicates the bidirectional casual relationship between energy consumption and CO2 emissions. Road infrastructure causes CO2 emissions and similar is true from opposite side in Granger sense. The bidirectional causality is also found between transport value-added and CO2 emissions. Fuel prices cause CO2 emissions, energy consumption, road infrastructure and transport value-added. This paper provides new insights to policy makers to design a comprehensive energy, transport and environment policies for sustainable economic growth in long run.

Suggested Citation

  • Shahbaz, Muhammad & Khraief, Naceur & Dhaoui, Abderrazak, 2015. "On the Causal Nexus of Road Transport CO2 Emissions and Macroeconomic Variables in Tunisia: Evidence from Combined Cointegration Tests," MPRA Paper 67286, University Library of Munich, Germany, revised 15 Oct 2015.
    • Handle: RePEc:pra:mprapa:67286
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    References listed on IDEAS

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    1. Ben Abdallah, Khaled & Belloumi, Mounir & De Wolf, Daniel, 2013. "Indicators for sustainable energy development: A multivariate cointegration and causality analysis from Tunisian road transport sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 34-43.
    2. 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.
    3. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    4. 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.
    5. Akinboade, Oludele A. & Ziramba, Emmanuel & Kumo, Wolassa L., 2008. "The demand for gasoline in South Africa: An empirical analysis using co-integration techniques," Energy Economics, Elsevier, vol. 30(6), pages 3222-3229, November.
    6. 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.
    7. He, Kebin & Huo, Hong & Zhang, Qiang & He, Dongquan & An, Feng & Wang, Michael & Walsh, Michael P., 2005. "Oil consumption and CO2 emissions in China's road transport: current status, future trends, and policy implications," Energy Policy, Elsevier, vol. 33(12), pages 1499-1507, August.
    8. Liddle, Brantley & Lung, Sidney, 2013. "The long-run causal relationship between transport energy consumption and GDP: Evidence from heterogeneous panel methods robust to cross-sectional dependence," Economics Letters, Elsevier, vol. 121(3), pages 524-527.
    9. 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.
    10. Peter Boswijk, H., 1994. "Testing for an unstable root in conditional and structural error correction models," Journal of Econometrics, Elsevier, vol. 63(1), pages 37-60, July.
    11. 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.
    12. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    13. Joyce Dargay & Dermot Gately & Martin Sommer, 2007. "Vehicle Ownership and Income Growth, Worldwide: 1960-2030," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 143-170.
    14. Pongthanaisawan, Jakapong & Sorapipatana, Chumnong, 2010. "Relationship between level of economic development and motorcycle and car ownerships and their impacts on fuel consumption and greenhouse gas emission in Thailand," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2966-2975, December.
    15. 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.
    16. Kulshreshtha, Mudit & Nag, Barnali & Kulshrestha, Mukul, 2001. "A multivariate cointegrating vector auto regressive model of freight transport demand: evidence from Indian railways," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(1), pages 29-45, January.
    17. Khaled Ben Abdallah & Mounir Belloumi & Daniel de Wolf, 2013. "Indicators for sustainable energy development: A multivariate cointegration and causality analysis from Tunisian road transport sector," Post-Print halshs-02396815, HAL.
    18. Scholl, Lynn & Schipper, Lee & Kiang, Nancy, 1996. "CO2 emissions from passenger transport : A comparison of international trends from 1973 to 1992," Energy Policy, Elsevier, vol. 24(1), pages 17-30, January.
    19. Azlina, A.A. & Law, Siong Hook & Nik Mustapha, Nik Hashim, 2014. "Dynamic linkages among transport energy consumption, income and CO2 emission in Malaysia," Energy Policy, Elsevier, vol. 73(C), pages 598-606.
    20. Christian Bayer & Christoph Hanck, 2013. "Combining non-cointegration tests," Journal of Time Series Analysis, Wiley Blackwell, vol. 34(1), pages 83-95, January.
    21. Mraihi, Rafaa & ben Abdallah, Khaled & Abid, Mehdi, 2013. "Road transport-related energy consumption: Analysis of driving factors in Tunisia," Energy Policy, Elsevier, vol. 62(C), pages 247-253.
    22. Saboori, Behnaz & Sapri, Maimunah & bin Baba, Maizan, 2014. "Economic growth, energy consumption and CO2 emissions in OECD (Organization for Economic Co-operation and Development)'s transport sector: A fully modified bi-directional relationship approach," Energy, Elsevier, vol. 66(C), pages 150-161.
    23. Phillips, Peter C B & Ouliaris, S, 1990. "Asymptotic Properties of Residual Based Tests for Cointegration," Econometrica, Econometric Society, vol. 58(1), pages 165-193, January.
    24. Samimi, Rodney, 1995. "Road transport energy demand in Australia: A cointegration approach," Energy Economics, Elsevier, vol. 17(4), pages 329-339, October.
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    More about this item

    Keywords

    Road Transport; CO2 Emissions; Tunisia;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General

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