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The impact of CO2 emissions and economic growth on energy consumption in 58 countries

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Saidi, Kais, Hammami, Sami·2015·Energy Reports

Abstract

This paper attempts to investigate the impact of economic growth and CO 2 emissions on energy consumption for a global panel of 58 countries using dynamic panel data model estimated by means of the Generalized Method of Moments (GMM) for the period 1990–2012. We also estimate this relationship for three regional panels; namely, from Europe and North Asia, Latin America and Caribbean, and Sub-Saharan, North African and Middle Eastern. The empirical evidence indicates significant positive impact of CO 2 emissions on energy consumption for four global panels. Economic growth has a positive impact on energy consumption and statistically significant only for the four panel.

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Research works printed but not linked: 82

  1. Akoena, 2007, Energy consumption and economic growth: evidence from Ghana, West Afr. J. Monet. Econ. Integr., 7, 91
  2. Al-Iriani, 2006, Energy–GDP relationship revisited: an example from GCC countries using panel causality, Energy Policy, 34, 3342, 10.1016/j.enpol.2005.07.005 · DOI · Paper page
  3. Al-Mulali, 2012, The impact of energy consumption and CO2 emission on the economic growth and financial development in the Sub Saharan African countries, Energy, 39, 180, 10.1016/j.energy.2012.01.032 · DOI
  4. Altinay, 2005, Structural break, unit root and causality between energy consumption and GDP in Turkey, Energy Econ., 26, 985, 10.1016/j.eneco.2004.07.001 · DOI
  5. Ang, 2007, CO2 emissions, energy consumption, and output in France, Energy Policy, 35, 4772, 10.1016/j.enpol.2007.03.032 · DOI · Paper page
  6. Ang, 2008, Economic development, pollutant emissions and energy consumption in Malaysia, J. Policy Model., 30, 271, 10.1016/j.jpolmod.2007.04.010 · DOI · Paper page
  7. Apergis, 2009, CO2 emissions, energy usage, and output in Central America, Energy Policy, 37, 3282, 10.1016/j.enpol.2009.03.048 · DOI · Paper page
  8. Apergis, 2010, The emissions, energy consumption and growth nexus: evidence from the Commonwealth of Independent States, Energy Policy, 38, 650, 10.1016/j.enpol.2009.08.029 · DOI · Paper page
  9. Aqeel, 2001, The relationship between energy consumption and economic growth in Pakistan, Asia Pac. Dev. J., 8, 101
  10. Arellano, 1991, Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations, Rev. Econom. Stud., 58, 277, 10.2307/2297968 · DOI · Paper page
  11. Arouri, 2012, Energy consumption, economic growth and CO2 emissions in Middle East and North African countries, Energy Policy, 45, 342, 10.1016/j.enpol.2012.02.042 · DOI · Paper page
  12. Atif, M.S., Siddiqi, M.W., 2010. The electricity consumption and economic growth nexus in Pakistan: a new evidence. · DOI
  13. Baranzini, 2013, The causal relationship between energy use and economic growth in Switzerland, Energy Econ., 36, 464, 10.1016/j.eneco.2012.09.015 · DOI
  14. Bartleet, 2010, Energy consumption and economic growth in New Zealand: results of trivariate and multivariate models, Energy Policy, 38, 3505, 10.1016/j.enpol.2010.02.025 · DOI
  15. Belloumi, 2009, Energy consumption and GDP in Tunisia: cointegration and causality analysis, Energy Policy, 37, 2745, 10.1016/j.enpol.2009.03.027 · DOI · Paper page
  16. Bowden, 2009, The causal relationship between US energy con-sumption and real output: a disaggregated analysis, J. Policy Model., 31, 180, 10.1016/j.jpolmod.2008.09.001 · DOI · Paper page
  17. Chan, 1996, Forecasting the demand for energy in China, Energy J., 17, 19, 10.5547/ISSN0195-6574-EJ-Vol17-No1-2 · DOI
  18. Chang, 2009, Threshold effect of the economic growth rate on the renewable energy development from a change in energy price: evidence from OECD countries, Energy Policy, 37, 5796, 10.1016/j.enpol.2009.08.049 · DOI
  19. Cheng, 1995, An investigation of co-integration and causality between energy consumption and economic growth, J. Energy Dev., 21, 73
  20. Cheng, 1999, Causality between energy consumption and economic growth in India: an application of co-integration and error-correction modeling, Indian Econ. Rev., 1, 39
  21. Chtioui, 2012, Does economic growth and financial development spur energy consumption in Tunisia?, J. Econ. Int. Finance, 4, 150, 10.5897/JEIF12.014 · DOI
  22. Crompton, 2005, Energy consumption in China: past trends and future directions, Energy Econ., 27, 195, 10.1016/j.eneco.2004.10.006 · DOI · Paper page
  23. Dan, Y., Lijun, Z., 2009. Financial Development and Energy Consumption: An Empirical Research Based on Guangdong Province. International Conference on Information Management, Innovation Management and Industrial Engineering. · DOI
  24. Erol, 1987, On the causal relationship between energy and income for industrialized countries, J. Energy Dev., 13, 113
  25. Ewing, 2008, The impact of urban form on US residential energy use, Hous. Policy Debate, 19, 1, 10.1080/10511482.2008.9521624 · DOI · Paper page
  26. Fong, 2007, Influences of indirect lifestyle aspects and climate on household energy consumption, J. Asian Archit. Build. Eng., 6, 395, 10.3130/jaabe.6.395 · DOI
  27. Garau, 2013, The impact of population ageing on energy use: evidence from Italy, Econ. Model., 35, 970, 10.1016/j.econmod.2013.09.006 · DOI
  28. Ghali, 2004, Energy use and output growth in Canada: a multivariate cointegration analysis, Energy Econ., 26, 225, 10.1016/S0140-9883(03)00056-2 · DOI · Paper page
  29. Ghosh, 2002, Electricity consumption and economic growth in India, Energy Policy, 30, 125, 10.1016/S0301-4215(01)00078-7 · DOI · Paper page
  30. Halicioglu, 2007, Residential electricity demand dynamics in Turkey, Energy Econ., 29, 199, 10.1016/j.eneco.2006.11.007 · DOI · Paper page
  31. Halicioglu, 2009, An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey, Energy Policy, 37, 1156, 10.1016/j.enpol.2008.11.012 · DOI · Paper page
  32. Heres-Del-Valle, 2011, CO2 emissions: are land-use changes enough for California to reduce VMT? Specification of a two-part model with instrumental variables, Transp. Res. B, 45, 150, 10.1016/j.trb.2010.04.001 · DOI
  33. Huang, 2008, Causal relationship between energy consumption and GDP growth revisited: a dynamic panel data approach, Ecol. Econ., 67, 41, 10.1016/j.ecolecon.2007.11.006 · DOI · Paper page
  34. Islam, 2013, Financial development and energy consumption nexus in Malaysia: a multivariate time series analysis, Econ. Model., 30, 435, 10.1016/j.econmod.2012.09.033 · DOI · Paper page
  35. Joyeux, 2007, Household energy consumption versus income and relative standard of living: a panel approach, Energy Policy, 35, 50, 10.1016/j.enpol.2005.10.012 · DOI
  36. Jumbe, 2004, Cointegration and causality between electricity consumption and GDP: empirical evidence from Malawi, Energy Econ., 26, 61, 10.1016/S0140-9883(03)00058-6 · DOI · Paper page
  37. Kakar, 2011, Financial development and energy consumption: empirical evidence from Pakistan, Int. J. Trade Econ. Finance, 2, 469, 10.7763/IJTEF.2011.V2.150 · DOI
  38. Karanfil, 2009, How many times again will we examine the energy-income nexus using a limited range of traditional econometric tools?, Energy Policy, 36, 3019
  39. Khan, 2007, Dynamic modeling of energy and growth in south Asia, Pakistan Dev. Rev., 46, 481
  40. Lee, 2005, Energy consumption and GDP in developing countries: a cointegrated panel analysis, Energy Econ., 27, 415, 10.1016/j.eneco.2005.03.003 · DOI · Paper page
  41. Lee, 2008, Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data, Resour. Energy Econ., 30, 50, 10.1016/j.reseneeco.2007.03.003 · DOI · Paper page
  42. Lee, 2008, Energy-income causality in OECD countries revisited: The key role of capital stock, Energy Econ., 30, 2359, 10.1016/j.eneco.2008.01.005 · DOI · Paper page
  43. Li, 2003, An econometric study on China’s economy, energy and environment to the year 2030, Energy Policy, 31, 1137, 10.1016/S0301-4215(02)00219-7 · DOI
  44. Li, 2011, Energy consumption-economic growth relationship and carbon dioxide emissions in China, Energy Policy, 39, 568, 10.1016/j.enpol.2010.10.025 · DOI · Paper page
  45. Liddle, 2004, Demographic dynamics and per capita environmental impact: using panel regressions and household decompositions to examine population and transport, Popul. Environ., 26, 23, 10.1023/B:POEN.0000039951.37276.f3 · DOI
  46. Liu, 2011, An empirical analysis of the influence of urban form on household travel and energy consumption, Comput. Environ. Urban Syst., 35, 347, 10.1016/j.compenvurbsys.2011.05.006 · DOI
  47. Lotfalipour, 2010, Economic growth, CO2 emissions, and fossil fuels consumption in Iran, Energy, 35, 5115, 10.1016/j.energy.2010.08.004 · DOI · Paper page
  48. Menyah, 2010, Energy consumption, pollutant emissions and economic growth in South Africa, Energy Econ., 32, 1374, 10.1016/j.eneco.2010.08.002 · DOI · Paper page
  49. Morimoto, 2004, The impact of electricity supply on economic growth in Sri Lanka, Energy Econ., 26, 77, 10.1016/S0140-9883(03)00034-3 · DOI
  50. Newman, 1989, Gasoline consumption and cities, J. Am. Plan. Assoc., 55, 24, 10.1080/01944368908975398 · DOI · Paper page
  51. Niu, 2011, Economic growth, energy conservation and emissions reduction: a comparative analysis based on panel data for 8 Asian-Pacific countries, Energy Policy, 39, 2121, 10.1016/j.enpol.2011.02.003 · DOI
  52. Odhiambo, 2009, Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach, Energy Policy, 37, 617, 10.1016/j.enpol.2008.09.077 · DOI · Paper page
  53. Oh, 2004, Causal relationship between energy consumption and GDP: the case of Korea 1970-1999, Energy Econ., 26, 51, 10.1016/S0140-9883(03)00030-6 · DOI · Paper page
  54. Omri, 2013, CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models, Energy Econ., 40, 657, 10.1016/j.eneco.2013.09.003 · DOI · Paper page
  55. Ozturk, 2010, CO2 emissions, energy consumption and economic growth in Turkey, Renewable Sustainable Energy Rev., 14, 3220, 10.1016/j.rser.2010.07.005 · DOI · Paper page
  56. Ozturk, 2012, The long run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey, Energy Econ.
  57. Paul, 2004, Causality between Energy Consumption and Economic Growth in India: A Note on Conflicting Results, Energy Econ., 26, 977, 10.1016/j.eneco.2004.07.002 · DOI · Paper page
  58. Qazi, 2008, Causality between energy consumption and economic growth: the case of Pakistan, Lahore J. Econ., 13, 45, 10.35536/lje.2008.v13.i2.a3 · DOI
  59. Sadorsky, 2010, The impact of financial development on energy consumption in emerging economies, Energy Policy, 38, 2528, 10.1016/j.enpol.2009.12.048 · DOI · Paper page
  60. Sadorsky, 2011, Financial development and energy consumption in Central and Eastern European frontier economies, Energy Policy, 39, 999, 10.1016/j.enpol.2010.11.034 · DOI · Paper page
  61. Sahir, 2007, Specific concerns of Pakistan in the context of energy security issues and geopolitics of the region, Energy Policy, 35, 2031, 10.1016/j.enpol.2006.08.010 · DOI
  62. Shaari, 2013, Relationship among population, energy consumption and economic growth in Malaysia, Int. J. Soc. Sci., 13, 1
  63. Shabbir, 2014, Renewable and nonrenewable energy consumption, real GDP and CO2 emissions nexus: a structural VAR approach in Pakistan, Bull. Energy Econ., 2, 91
  64. Shahbaz, 2012, Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia, Energy Policy, 40, 473, 10.1016/j.enpol.2011.10.050 · DOI · Paper page
  65. Shahbaz, 2014, Environmental consequences of economic growth and foreign direct investment: evidence from panel data analysis, Bull. Energy Econ., 2, 14
  66. Shahbaz, 2010, Macroeconomic environment and financial sector’s performance: econometric evidence from three traditional approaches, IUP J. Financ. Econ., 1–2, 103
  67. Sheinbaum-Pardo, 2012, Decomposition of energy consumption and CO2 emissions in Mexican manufacturing industries: Trends between 1990 and 2008, Energy Sustain. Dev., 16, 57, 10.1016/j.esd.2011.08.003 · DOI
  68. Shyamal, 2004, Causality between energy consumption and economic growth in India: a note on conflicting results, Energy Econ., 26, 977, 10.1016/j.eneco.2004.07.002 · DOI · Paper page
  69. Siddiqui, 2004, Energy and economic growth in Pakistan, Pakistan Dev. Rev., 43, 175
  70. Skeer, 2007, China on move: Oil price explosion, Energy Policy, 35, 678, 10.1016/j.enpol.2006.01.012 · DOI
  71. Soytas, 2007, Energy consumption, income, and carbon emissions in the United States, Ecol. Econ., 62, 482, 10.1016/j.ecolecon.2006.07.009 · DOI · Paper page
  72. Squalli, 2007, Energy consumption and economic growth: bounds and causality analyses for OPEC members, Energy Econ., 29, 1192, 10.1016/j.eneco.2006.10.001 · DOI · Paper page
  73. Stern, 2000, A multivariate cointegration analysis of the role of energy in the US macroeconomy, Energy Econ., 22, 267, 10.1016/S0140-9883(99)00028-6 · DOI · Paper page
  74. Su, 2011, The effect of population density, road network density, and congestion on household gasoline consumption in US urban areas, Energy Econ., 33, 445, 10.1016/j.eneco.2010.11.005 · DOI
  75. Tang, 2012, The linkages among energy consumption, economic growth, relative price, foreign direct investment, and financial development in Malaysia, Qual. Quant.
  76. Vance, 2008, On the link between urban form and automobile use: evidence from German survey data, Land Econ., 84, 51, 10.3368/le.84.1.51 · DOI
  77. Von, 2009, Energy consumption and income: A semi-parametric panel data analysis, Energy Econ., 32, 557
  78. Wei, 2002, Study on the determinants of energy demand in China, J. Syst. Eng. Electron., 13, 17
  79. Xu, 2012, The impact of financial development on energy consumption in China: based on SYS-GMM estimation, Adv. Mater. Res., 524–527, 2977, 10.4028/www.scientific.net/AMR.524-527.2977 · DOI
  80. York, 2003, STIRPAT, IPAT and IMPACT: analytic tools for unpacking the driving forces of environmental impacts, Ecol. Econ., 46, 351, 10.1016/S0921-8009(03)00188-5 · DOI · Paper page
  81. Yu, 1992, Cointegration tests of energy consumption, income and employment, Resour. Energy, 14, 259, 10.1016/0165-0572(92)90010-E · DOI · Paper page
  82. Zhang, 2009, Energy consumption carbon emissions and economic growth in China, Ecol. Econ., 68, 2706, 10.1016/j.ecolecon.2009.05.011 · DOI · Paper page

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Metadata

Authors
Saidi, K., & Hammami, S.
Venue
Energy Reports
Publisher
Elsevier BV
Published
2015-11
Volume
1
Pages
62-70
ISSN
2352-4847 (ISSN-L)
OpenAlex
W2086827606
Cited by
588
References
0
FWCI
81.69
Type
journal article
Language
en
Open access
gold
Licence

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Saidi, K., & Hammami, S. (2015). The impact of CO2 emissions and economic growth on energy consumption in 58 countries. Energy Reports. https://doi.org/10.1016/j.egyr.2015.01.003

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