Abstract
This article aims to study the impact of fossil energy demand and freight transportation on carbon emissions for Middle Eastern and North African countries over 2000–2018. To estimate the possible relationships, we used the GMM estimators. Furthermore, the Dumitrescu–Hurlin panel causality test was applied to analyze the causality between the variables. The results prove that the effects of freight transport and energy consumption on CO2 emissions, then on environmental degradation, are positive and significant for both global and sub-panels. Also, we found that the carbon emissions are driven by growth, urbanization, trade openness and financial development. These findings justify the rapid emergence of new concepts such as sustainable development, sustainable transport and energy efficiency considered as helpful policies to effectively resist the serious environmental degradation.
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Notes
See the website: http://germanwatch.org/en/9472.
The International Energy Agency: http://www.iea.org.
References
Achour H, Belloumi M (2016) Investigating the causal relationship between transport infrastructure, transport energy consumption and economic growth in Tunisia. Renew Sustain Energy Rev 56:988–998
Akbostanci ES, Turut-Asik GI (2009) The relationship between income and environment in Turkey: is there an environmental Kuznets curve. Energy Policy 37:861–888
Al-Ghnadoor A, Samhouri M, Al-Hinti I, Jaber J, Al-Rawashdeh M (2012) Protection of future transport energy demand of Jordan using adaptive neuro-fuzzy technique. Energy 38:128–135
Alkhathlan K, Javid M (2015) Carbon emissions and oil consumption in Saudi Arabia. Renew Sustain Energy Rev 48:105–111
Al-Mulali U, Ozturk I (2015) The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region. Energy 84:382–389
Al-mulali U, Fereidouni HG, Lee JYM, Che Sab CNB (2013) Exploring the relationship between urbanization, energy consumption, and CO2 emission in MENA countries. Renew Sustain Energy Rev 23:107–112
Alsaleh M, Abdul-Rahim AS, Mohd-Shahwahid HO (2017) An empirical and forecasting analysis of the bioenergy market in the EU28 region: evidence from a panel data simultaneous equation model. Renew Sustain Energy Rev 80:1123–1137
Alshehry AS, Belloumi M (2015) Energy consumption, carbon dioxide emissions and economic growth: the case of Saudi Arabia. Renew Sustain Energy Rev 41:237–247
Anam Z, Sdaf R, Ahsan N (2016) Impact of electricity consumption and transport infrastructure on the economic growth of Pakistan. Int J Acad Res Bus Soc Sci 6:291–300
Ang JB (2007) CO2 emissions, energy consumption, and output in France. Energy Policy 5:4772–4778
Apergis N, Payne J (2010) The emissions, energy consumption, and growth nexus: evidence from the common wealth of independent states. Energy Policy 38:650–655
Apergis N, Payne JE (2011) Renewable and non-renewable electricity consumption–growth nexus: evidence from emerging market economies. Appl Energy 88:5226–5230
Apergis N, Payne JE (2012) Renewable and non-renewable energy consumption–growth nexus: evidence from a panel error correction model. Energy Econ 34:733–738
Arellano M, Bond SR (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud 58:277–297
Arouri MH, Ben Youssef A, M’henni H, Rault C (2012) Energy consumption, economic growth and CO2 emissions in Middle East and North African countries. Energy Policy 45(8):342–349
Banister D, Stead D (2002) Reducing transport intensity. Eur J Transp Infrastruct Res 2(3/4):161–178
Boopen S, Harris N (2012) Energy use, emissions, economic growth and trade: evidence from Mauritius. Resour Energy Econ 30:50–65
Chandran VGR, Tang CF (2013) The impacts of transport energy consumption, foreign direct investment and income on CO2 emissions in ASEAN-5 economies. Renew Sustain Energy Rev 24:445–453. https://doi.org/10.1016/j.rser.2013.03.054
Dhakal S (2009) Urban energy use and carbon emissions from cities in China and policy implications. Energy Policy 37:4208–4219
Dumitrescu EI, Hurlin C (2012) Testing for granger non-causality in heterogeneous panels. Econ Model 29(4):1450–1460
Farhani S (2013) Renewable energy consumption, economic growth and CO2 emissions: evidence from selected MENA countries. Energy Econ Lett 1(2):24–41
Gao YX, Liao H, Burke PJ, Wei YM (2015) Road transport energy consumption in the G7 and BRICS: 1973–2010. Int J Global Energy 38(4/5/6):342–356
Georgatzi VV, Stamboulis Y, Vestikas A (2020) Examining the determinants of CO2 emissions caused by the transport sector: empirical evidence from 12 European countries. Econ Anal Policy 65:11–20
Gleave SD (2003) Freight transport intensity of production and consumption. Report no EUR 20864EN, Institute for Prospective Technological Studies. Joint Research Centre, Seville, Spain
González RM, Marrero GA, Rodríguez-López J, Marrero AS (2019) Analyzing CO2 emissions from passenger cars in Europe: a dynamic panel data approach. Energy Policy 129:1271–1281
Granger CW (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37:424–438
Guo J-X, Tan X, Gu B, Qu X (2019) The impacts of uncertainties on the carbon mitigation design: perspective from abatement cost and emission rate. J Clean Prod 232:213–223
Halicioglu F (2009) An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy 37:1156–1164
Hao H, Geng Y, Li Y, Guo B (2015) Energy consumption and GHG emissions from China’s freight transport sector: scenarios through 2050. Energy Policy 85:94–101
Hossain S (2012) An econometric analysis for CO2 emissions, energy consumption, economic growth, foreign trade and urbanization of Japan. Low Carbon Econ 03(03):92–105. https://doi.org/10.4236/lce.2012.323013
Ibrahiem DM (2017) Road energy consumption, economic growth, population and urbanization in Egypt: cointegration and causality analysis. Environ Dev Sustain. https://doi.org/10.1007/s10668-017-9922-z
Jalil A, Mahmud SF (2009) Environment Kuznets curve for CO2 emissions: a cointegration analysis for China. Energy Policy 37(12):5167–5172
Jaunky VC (2011) The CO2 emissions-income nexus: evidence from rich countries. Energy Policy 39(3):1228–1240
Khalil S, Inam Z (2006) Is trade good for environment? A unit root co-integration analysis? Pak Dev Rev 45:1187–1196
Khoshnevisan B, Rafiee S, Omid M, Yousefi M, Movahedi M (2017) Modeling of energy consumption and GHG (greenhouse gas) emissions in wheat production in Esfahan province of Iran using artificial neural networks. Energy 52:333–338
Kolb A, Wacker M (1995) Calculation of energy consumption and pollutant emissions on freight transport routes. Sci Total Environ 169(1–3):283–288. https://doi.org/10.1016/0048-9697(95)04659-O
Kolbe K (2019) Mitigating urban heat island effect and carbon dioxide emissions through different mobility concepts: comparison of conventional vehicles with electric vehicles, hydrogen vehicles and public transportation. Transp Policy 80:1–11
Koljonen T, Lehtila A (2012) The impact of residential, commercial, and transport energy demand uncertainties in Asia on climate change mitigation. Energy Econ 34(3):S410–S420
Krarti M, Dubey K (2018) Review analysis of economic and environmental benefits of improving energy efficiency for UAE building stock. Renew Sustain Energy Rev 82(1):14–24
Kuznets S (1955) Economic growth and income inequality. Am Econ Rev 45(1):1–28
Lean HH, Smyth R (2009) CO2 emissions, electricity consumption and output in ASEAN. Development Research Unit Working Paper Series 13-09, Monash University, Department of Economics
Lean HH, Smyth R (2010) CO2 emissions, electricity consumption and output in ASEAN. Appl Energy 87(6):1858–1864
Levin A, Lin CF (1992) Unit root test in panel data: asymptotic and finite sample properties. University of California at San Diego, Discussion Paper, pp 92–93
Li X, Fan Y, Wu L (2017) CO2 emissions and expansion of railway, road, airline and in-land waterway networks over the 1985–2013 period in China: a time series analysis. Transp Res Part D 57:130–140
Liddle B (2009) Long-run relationship among transport demand, income, and gasoline price for the US. Transp Res Part D 14:73–82
Lise W (2006) Decomposition of CO2 emissions over 1980-2003 in Turkey. Energy Policy 34:1841–1852
Llorca M, Jamasb T (2017) Energy efficiency and rebound effect in European road freight transport. Transp Res Part A Policy Pract 101:98–110
Lu S, Jiang H, Liu Y, Huang S (2017) Regional disparities and influencing factors of average CO2 emissions from transportation industry in Yangtze river economic belt. Transp Res Part D 57:112–123
Magazzino C (2014a) A panel VAR approach of the relationship among economic growth, CO2 emissions, and energy use in the ASEAN-6 countries. Int J Energy Econ Policy 4(4):546–553
Magazzino C (2014b) The relationship between CO2 emissions, energy consumption and economic growth in Italy. Int J Sustain Energy 35(9):844–857
Magazzino C (2016a) CO2 emissions, economic growth, and energy use in the Middle East countries: a panel VAR approach. Energy Sour Part B 11(10):960–968
Magazzino C (2016b) The relationship between real GDP, CO2 emissions, and energy use in the GCC countries: a time series approach. Cogent Econ Financ 4(1):1152729
Magazzino C (2017) GDP, energy consumption and financial development in Italy. Int J Energy Sect Manag. https://doi.org/10.1108/IJESM-01-2017-0004
Malkawi S, Al-Nimr M, Azizi D (2017) A multi-criteria optimization analysis for Jordan’s energy mix. Energy 127:680–696
Menyah K, Wolde-Rufael Y (2010) Energy consumption, pollutant emissions and economic growth in South Africa. Energy Econ 32:1374–1382
Menyah K, Nazlioglu S, Wolde-Rufael Y (2014) Financial development, trade openness and economic growth in African countries: new insights from a panel causality approach. Econ Model 37:386–394
Mollahosseini A, Hosseini SA, Jabbari M, Figoli A, Rahimpour A (2017) Renewable energy management and market in Iran: a holistic review on current state and future demands. Renew Sustain Energy Rev 80:774–788
Mustapa SI, Bekhet HA (2016) Analysis of CO2 emissions reduction in the Malaysian transportation sector: an optimisation approach. Energy Policy 89(C):171–183
Nasir M, Rehman FU (2011) Environmental Kuznets Curve for carbon emissions in Pakistan: an empirical investigation. Energy Policy 39(3):1857–1864
Nasreen S, BenMbarek M, Atiq-ur-Rehman M (2020) Long-run causal relationship between economic growth, transport energy consumption and environmental quality in Asian countries: evidence from heterogeneous panel methods. Energy 192:116628
Nevez SA, Marques AC, Fuinhas JA (2017) Is energy consumption in the transport sector hampering both economic growth and the reduction of CO2 emissions? A disaggregated energy consumption analysis. Transp Policy 59:64–70
Nocera S, Galati O-I, Cavallaro F (2018) On the uncertainty in the economic valuation of carbon emissions from transport. J Transp Econ Policy 52(1):68–94
Oladipo SO, Olomola PA (2015) A multivariate causal relationship among road transport infrastructure development, economic growth and poverty level in Nigeria. Int J Econ Financ Res 1(4):57–64
Omri A (2013) CO2 emissions, energy consumption and economic growth nexus in MENA countries: evidence from simultaneous equations models. Energy Econ 40:657–664
Omri A, Nguyen DK, Rault CH (2014) Causal interactions betweenCO2 emissions, FDI, and economic growth: evidence from dynamic simultaneous-equation models. Econ Model 42:382–389
Ozcan B (2013) The nexus between carbon emissions, energy consumption and economic growth in Middle East countries: a panel data analysis. Energy Policy 62:1138–1147
Ozturk I, Acaravci A (2010) CO2 emissions, energy consumption and economic growth in Turkey. Renew Sustain Energy Rev 14(9):3220–3225
Paramati SR, Mo D, Gupta R (2017) The effects of stock market growth and renewable energy use on CO2 emissions: evidence from G20 countries. Energy Econ 66:360–371
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22(2):265–312
Pradhan RP, Bagchi TP (2013) Effect of transportation infrastructure on economic growth in India: the VECM approach. Res Transp Econ 38:139–148
Quah D (1994) Exploiting cross-section variations for unit root inference in dynamic data. Econ Lett 44(1/2):9–19
Ruijven BV, van der Sluijs JP, van Vuuren DP et al (2010) Uncertainty from model calibration: applying a new method to transport energy demand modelling. Environ Model Assess 15:175–188. https://doi.org/10.1007/s10666-009-9200-z
Saidi S, Hammami S (2017) Modeling the causal linkages between transport, economic growth and environmental degradation for 75 countries. Transp Res Part D 53:415–427
Saidi S, Shahbaz M, Akhtar P (2018) The long-run relationships between transport energy consumption, transport infrastructure, and economic growth in MENA countries. Transp Res Part A 111:78–95
Salahuddin M, Gow J (2014) Economic growth energy consumption and CO2 emissions in Gulf Cooperation Council countries. Energy 73(44–58):3
Salahuddin M, Alam K, Ozturk I, Sohag K (2018) The effects of electricity consumption, economic growth, financial development and foreign direct investment on CO2 emissions in Kuwait. Renew Sustain Energy Rev 81(2):2002–2010
Schipper L, Scholl L, Price L (1997) Energy use and carbon emissions from freight in 10 industrialized countries: an analysis of trends from 1973 to 1992. Transp Res Part D 2(1):57–76
Sesso PP, Amacio-Vieiralrene SF, Zapparoli D, Filho UAS (2020) Structural decomposition of variations of carbon dioxide emissions for the United States, the European Union and BRIC. J Clean Prod 252:119761
Shahbaz M, Feridun M (2012) Electricity consumption and economic growth empirical evidence from Pakistan. Qual Quant Int J Methodol 46(5):1583–1599
Shahbaz M, Lean HH, Shabbir MS (2012) Environmental Kuznets curve hypothesis in Pakistan: cointegration and granger causality. Renew Sustain Energy Rev 16(5):2947–2953
Shahbaz M, Hye QMA, Tiwari AK, Leitão NC (2013) Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renew Sustain Energy Rev 25:109–121
Shahbaz M, Sbia R, Hamdi H, Ozturl I (2014) Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates. Ecol Ind 45:622–631
Shahbaz M, Zeshan M, Tiwari AK (2015) Analysis of renewable and nonrenewable energy consumption, real GDP and CO2 emissions: a structural VAR approach in Romania. Bull Energy Econ 3(3):105–118
Shahbaz M, Loganathan N, Sbia R, Afza T (2016) The effect of urbanization, affluence and trade openness on energy consumption: a time series analysis in Malaysia. Renew Sustain Energy Rev 47:683–693
Sharma S (2010) The relationship between energy and economic growth: empirical evidence from 66 countries. Appl Energy 87(11):3565–3574
Soytas U, Sari R (2009) Energy consumption, economic growth, and carbon emissions: challenges faced by an EU candidate member. Ecol Econ 68:1667–1675
Soytas U, Sari R, Ewing BT (2007) Energy consumption, income, and carbon emissions in the United States. Ecol Econ 62:482–489
Squalli J (2007) Electricity consumption and economic growth: bounds and causality analyses of OPEC countries. Energy Econ 29:1192–1205
Steenhof P, Woudsma C, Sparling E (2006) Greenhouse gas emissions and the surface transport of freight in Canada. Transp Res Part D 11(5):369–376
Sulaiman J, Azman A, Saboori B (2013) The potential of renewable energy: using the environmental Kuznets curve model. Am J Environ Sci 9:103–112
Tanczos K, Torok A (2007) The linkage between climate change and energy consumption of Hungary in the road transportation sector. Transport 22:134–138
Timilsina GR, Shrestha A (2009) Transport sector CO2 emissions growth in Asia: underlying factors and policy options. Energy Policy 37(11):4523–4539. https://doi.org/10.1016/j.enpol.2009.06.009
Tongwane M, Piketh S, Stevens L, Ramotubei T (2015) Greenhouse gas emissions from road transport in South Africa and Lesotho between 2000 and 2009. Transp Res Part D 37:1–13
Tongwane M, Mdlambuzi T, Moeletsi M, Tsubo M, Mliswa V, Grootboom L (2016) Greenhouse gas emissions from different crop production and management practices in South Africa. Environ Dev 19:23–35
UNCTAD (2015) Sustainable freight transport systems: prospects for developing countries, Geneva, 14–16 October 2015
Wang Y, Li L, Kubota J, Han R, Zhu X, Lu G (2016) Does urbanization lead to more carbon emission? Evidence from a panel of BRICS countries. Appl Energy 168:375–380
WDI (2019) http://www.econstats.com/wdi/wdic_MNA.htm. Accessed 5 Feb 2020
Westerlund J (2008) Panel cointegration tests of the Fisher effect. J Appl Econ 23:193e233
Xu Z, Elomri A, Pokharel S, Zhang Q, Ming X-G, Liu W (2017) Global reverse supply chain design for solid waste recycling under uncertainties and carbon emission constraint. Waste Manag 64(2017):358–370
Yang G, Wang H, Zhou J, Liu X (2012) Analyzing and predicting the economic growth, energy consumption and CO2 emissions in Shanghai. Energy Environ Res 2(2):333–340
Zafar MW, Zaidi SAH, Sinha A, Gedikli A, Hou F (2019) The role of stock market and banking sector development, and renewable energy consumption in carbon emissions: insights from G-7 and N-11 countries. Resour Policy 62:427–436
Zaidi SAH, Zafar MW, Muhammad Shahbaz M, Hou F (2019) Dynamic linkages between globalization, financial development and carbon emissions: evidence from Asia Pacific Economic Cooperation countries. J Clean Prod 228:533–543
Zhang XP, Cheng XM (2009) Energy consumption, carbon emissions and economic growth in China. Ecol Econ 68:2706–2712
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Saidi, S. Freight transport and energy consumption: What impact on carbon dioxide emissions and environmental quality in MENA countries?. Econ Change Restruct 54, 1119–1145 (2021). https://doi.org/10.1007/s10644-020-09296-3
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DOI: https://doi.org/10.1007/s10644-020-09296-3