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Natural Hazards

, Volume 87, Issue 2, pp 1017–1033 | Cite as

The relationship between urbanization, income growth and carbon dioxide emissions and the policy implications for China: a cointegrated vector error correction (VEC) analysis

  • Xiangrong Ma
  • Jianping Ge
  • Wei Wang
Original Paper

Abstract

China is in a phase of rapid urbanization and economic development; in addition, the country’s carbon dioxide (CO2) emissions are increasing. Using a multivariate vector error correction model, this paper investigates the relationship between urbanization, income growth and CO2 emissions in China. The empirical evidence shows that the three variables are cointegrated, indicating a long-term relationship among urbanization, income growth and CO2 emissions. Moreover, a Granger causality test reveals that urbanization is the reason for income growth in China. There is also evidence that both urbanization and income growth lead to CO2 emissions. Hence, authorities should pay more attention to mitigating the negative effects on the environment when developing and implementing policies that promote urbanization and income growth. However, CO2 emissions do not cause changes in income and urbanization in China. Therefore, China should enforce stricter policies for reducing CO2 emissions.

Keywords

Urbanization Income growth CO2 emissions Vector error correction model China 

Notes

Acknowledgements

This research was financially supported by the Natural Sciences Foundation of China (NSFC) (71203203), the MOE project of Humanities and Social Sciences (12YJCZH057), the Beijing Higher Education Young Elite Teacher Project (YETP0667), the Fundamental Research Funds for the Central Universities (2652015149 and 2652016134) and the Project from the Strategic Research Center of Oil and Gas Resources of MLR of China (Grant No. 1A15YQKYQ0112).

References

  1. Al-mulali U, Sab CNBC, Fereidouni HG (2012) Exploring the bi-directional long run relationship between urbanization, energy consumption, and carbon dioxide emission. Energy 46:156–167CrossRefGoogle Scholar
  2. Al-mulali U, Fereidouni HG, Lee JYM, Sab CNBC (2013) Exploring the relationship between urbanization, energy consumption, and CO2 emission in MENA countries. Renew Sustain Energy Rev 23(4):107–112CrossRefGoogle Scholar
  3. Ang JB (2008) Economic development, pollutant emissions and energy consumption in Malaysia. J Policy Mod 30(2):271–278CrossRefGoogle Scholar
  4. Arvin MB, Pradhan RP, Norman NR (2015) Transportation intensity, urbanization, economic growth, and CO2 emissions in the G-20 countries. Util Policy 35:50–66CrossRefGoogle Scholar
  5. Asafu-Adjaye J (2000) The relationship between energy consumption, energy prices and economic growth: time series evidence from Asian developing countries. Energy Econ 22:615–625CrossRefGoogle Scholar
  6. Block H, Rafiq S, Salim R (2012) Coal consumption, CO2 emission and economic growth in China: empirical evidence and policy responses. Energy Econ 34:518–528CrossRefGoogle Scholar
  7. Chang CC (2010) A multivariate causality test of carbon dioxide emissions, energy consumption and economic growth in China. Appl Energy 87(11):3533–3537CrossRefGoogle Scholar
  8. Chen DT (2012) Applied econometrics: advanced lecture notes on Eviews. Peking University Press, BeijingGoogle Scholar
  9. Chen PY, Chen ST, Hsu CC, Chen CC (2016) Modeling the global relationships among economic growth, energy consumption and CO2 emissions. Renew Sustain Energy Rev 65:420–431CrossRefGoogle Scholar
  10. Cheng C (2013) Dynamic quantitative analysis on Chinese urbanization and growth of service sector. In: LISS 2012: proceedings of 2nd international conference on logistics, informatics and service science, pp 663–670Google Scholar
  11. Dinda S, Coondoo D (2006) Income and emission: a panel-data Based cointegration analysis. Ecol Econ 57:167–181CrossRefGoogle Scholar
  12. Dogan E, Turkekul B (2016) CO2 emissions, real output, energy consumption, trade, urbanization and financial development: testing the EKC hypothesis for the USA. Environ Sci Pollut Res 23:1203–1213CrossRefGoogle Scholar
  13. Engle RF, Granger CWJ (1987) Cointegration and error correction: representation, estimation and testing. Econometrica 55:251–276CrossRefGoogle Scholar
  14. GCP (Global Carbon Project) (2015) Global carbon atlas 2015. http://www.globalcarbonatlas.org/?q=en/emissions. Accessed 14 July 2016
  15. Ghosh S (2010) Examining carbon emissions economic growth nexus for India: a multivariate cointegration approach. Energy Policy 38(6):3008–3014CrossRefGoogle Scholar
  16. Ghosh S, Kanjilal K (2014) Long-term equilibrium relationship between urbanization, energy consumption and economic activity: empirical evidence from India. Energy 66:324–331CrossRefGoogle Scholar
  17. Govindaraju VGRC, Tang CF (2013) The dynamic links between CO2 emissions, economic growth and coal consumption in China and India. Appl Energy 104:310–318CrossRefGoogle Scholar
  18. Granger CWJ (1998) Some recent developments in a concept of causality. J Econom 39:71–83Google Scholar
  19. Halicioglu F (2009) An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy 37(3):1156–1164CrossRefGoogle Scholar
  20. Hamilton JD (1994) Time series analysis. Princeton University Press, New JerseyGoogle Scholar
  21. Han X, Wu PL, Dong WL (2011) An analysis on interaction mechanism of urbanization and industrial structure evolution in Shandong, China. Econ Manag 11:1291–1300Google Scholar
  22. Hondroyiannis G, Lolos S, Papapetrou E (2002) Energy consumption and economic growth: assessing the evidence from Greece. Energy Econ 24:319–336CrossRefGoogle Scholar
  23. Hossain MS (2011) Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy 39(11):6991–6999CrossRefGoogle Scholar
  24. Hossain S (2012) An econometric analysis for CO2 emissions, energy consumption, economic growth, foreign trade and urbanization of Japan. Low Carbon Econ 3:92–105CrossRefGoogle Scholar
  25. IPCC (Intergovernmental Panel on Climate Change) (2007) Climate Change 2007: the physical science basis. Cambridge Press, New YorkCrossRefGoogle Scholar
  26. Jalil A, Mahmud SF (2009) Environment Kuznets curve for CO2 emissions: a cointegration analysis for China. Energy Policy 37(12):5167–5172CrossRefGoogle Scholar
  27. Johansen BS, Juselius K (1990) Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxf Bull Econ Stat 52(2):169–210CrossRefGoogle Scholar
  28. Kasman A, Duman YS (2015) CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: a panel data analysis. Econ Mod 44:97–103CrossRefGoogle Scholar
  29. Koop G, Pesaran MH, Potters SM (1996) Impulse response analysis in nonlinear multivariate models. J Econom 74:119–147CrossRefGoogle Scholar
  30. Li L, Wang Y, 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 168:375–380CrossRefGoogle Scholar
  31. Liu Y (2009) Exploring the relationship between urbanization and energy consumption in China using ARDL (auto regressive distributed lag) and FDM (factor decomposition model). Energy 34(11):1846–1854CrossRefGoogle Scholar
  32. Liu TY, Su CW, Jiang XZ (2015) Is economic growth improving urbanization? A cross-regional study of China. Urban Stud 52(10):1883–1898CrossRefGoogle Scholar
  33. Liu YS, Yan B, Zhou Y (2016) Urbanization, economic growth, and carbon dioxide emissions in China: a panel cointegration and causality analysis. J Geogr Sci 26(2):131–152CrossRefGoogle Scholar
  34. Long X, Naminse EY, Du J, Zhuang J (2015) Nonrenewable energy, renewable energy, carbon dioxide emissions and economic growth in China from 1952 to 2012. Renew Sustain Energy Rev 52:680–688CrossRefGoogle Scholar
  35. Martínez-Zarzoso I, Maruotti A (2011) The impact of urbanization on CO2 emissions: evidence from developing countries. Ecol Econ 70:1344–1353CrossRefGoogle Scholar
  36. Masih A, Masih R (1996) Energy consumption, real income and temporal causality: results from a multi-country study based on cointegration and error-correction modeling techniques. Energy Econ 18:165–183CrossRefGoogle Scholar
  37. Mehrara M, Sharzei G, Mohaghegh M (2011) The relationship between health expenditure and environmental quality in developing countries. J Health Adm 14(46):79Google Scholar
  38. Menyah K, Wolde-Rufael Y (2010) Energy consumption, pollutant emissions and economic growth in South Africa. Energy Econ 32(6):1374–1382CrossRefGoogle Scholar
  39. Nasir M, Rehman FU (2011) Environmental Kuznets curve for carbon emissions in Pakistan: an empirical investigation. Energy Policy 39:1857–1864CrossRefGoogle Scholar
  40. NBS (National Bureau of Statistics of the People’s Republic of China) (2015a) China statistical yearbook 2015. China Statistics Press, BeijingGoogle Scholar
  41. NBS (National Bureau of Statistics of the People’s Republic of China) (2015b) New China in 65 years. China Statistics Press, BeijingGoogle Scholar
  42. Ozturk I, Acaravci A (2013) The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey. Energy Econ 36:262–267CrossRefGoogle Scholar
  43. Pao HT, Tsai CM (2010) CO2 emissions, energy consumption and economic growth in BRIC countries. Energy Policy 38(12):7850–7860CrossRefGoogle Scholar
  44. Papapetrou E (2000) Oil price shocks, stock market, economic activity and employment in Greece. Energy Econ 23:511–532CrossRefGoogle Scholar
  45. Payne J (2010) A survey of the electricity consumption-growth literature. Appl Energy 87:723–731CrossRefGoogle Scholar
  46. Pesaran MH, Shin Y (1998) Generalized impulse response analysis in linear multivariate models. Econ Lett 58(1):17–29CrossRefGoogle Scholar
  47. Pradhan RP, Arvin MB, Norman NR, Bele SK (2014) Economic growth and the development of telecommunications infrastructure in the G-20 countries: a Panel-VAR Approach. Telecommun Policy 38(7):634–649CrossRefGoogle Scholar
  48. Richmond AK, Kaufmann RK (2006) Is there a turning point in the relationship between income and energy use and/or carbon emissions? Ecol Econ 56:176–189CrossRefGoogle Scholar
  49. Salim RA, Shafiei A (2014) Urbanization and renewable and non-renewable energy consumption in OECD countries: an empirical analysis. Econ Mod 38:581–591CrossRefGoogle Scholar
  50. Solarin SA (2014) Tourist arrivals and macroeconomic determinants of CO2 emissions in Malaysia. Anatolia 25:228–241CrossRefGoogle Scholar
  51. Solarin SA, Shahbaz M (2013) Trivariate causality between economic growth, urbanization and electricity consumption in Angola: cointegration and causality analysis. Energy Policy 60:876–884CrossRefGoogle Scholar
  52. Soytas U, Sari R (2006) Can China contribute more to the fight against global warming? J Policy Mod 28:837–846CrossRefGoogle Scholar
  53. Soytas U, Sari R (2009) Energy consumption, economic growth and carbon emissions: challenges faced by an EU candidate member. Ecol Econ 68:1667–1675CrossRefGoogle Scholar
  54. Soytas U, Sari R, Ewing BT (2007) Energy consumption, income, and carbon emissions in the United States. Ecol Econ 62:482–489CrossRefGoogle Scholar
  55. Stock JH, Watson MW (2001) Vector autoregressions. J Econ Perspect 15(4):101–115CrossRefGoogle Scholar
  56. Wang ZM (2011) A reexamination of urbanization and urban-rural income gap in China. Econ Geogr 8:1289–1293Google Scholar
  57. Wang ZH, Zhang B, Yin JH (2012) Determinants of the increased CO2 emission and adaption strategy in Chinese energy-intensive industry. Nat Hazards 62:17–30CrossRefGoogle Scholar
  58. Wang Y, Zhang X, Kubota J et al (2015) A semi-parametric panel data analysis on the urbanization-carbon emissions nexus for OECD countries. Renew Sustain Energy Rev 48:704–709CrossRefGoogle Scholar
  59. Wang Y, Chen LL, Kubota J (2016) The relationship between urbanization, energy use and carbon emissions: evidence from a panel of Association of Southeast Asian Nations (ASEAN) countries. J Clean Prod 112(2):1368–1374CrossRefGoogle Scholar
  60. Woodridge JM (2008) Introductory econometrics: a modern approach. South-Western College Pub Press, CincinnatiGoogle Scholar
  61. World Bank (2009) Data bank: China. http://data.worldbank.org/indicator/NY.GDP.MKTP.CD?locations=CN. Accessed 27 Nov 2016
  62. Zhang H (2016) Exploring the impact of environmental regulation on economic growth, energy use, and CO2 emissions nexus in China. Nat Hazards 84:213–231CrossRefGoogle Scholar
  63. Zhang YJ, Da YB (2013) Decomposing the changes of energy-related carbon emissions in China: evidence from the PDA approach. Nat Hazards 69:1109–1122CrossRefGoogle Scholar
  64. Zhang CG, Lin Y (2012) Panel estimation for urbanization, energy consumption and CO2 emissions: a regional analysis in China. Energy Policy 49:488–498CrossRefGoogle Scholar
  65. Zhang YJ, Liu Z, Zhang H (2014) The impact of economic growth, industrial structure and urbanization on carbon emission intensity in China. Nat Hazards 73:579–595CrossRefGoogle Scholar
  66. Zhao Y, Wang SJ (2015) The relationship between urbanization, economic growth and energy consumption in China: an econometric perspective analysis. Sustainability 7:5609–5627CrossRefGoogle Scholar
  67. Zhu JM (2016) Making urbanisation compact and equal: integrating rural villages into urban communities in Kunshan, China. Urban Stud. doi: 10.1177/0042098016643455 Google Scholar
  68. Zhu HM, You WH, Zeng ZF (2012) Urbanization and CO2 emissions: a semi-parametric panel data analysis. Econ Lett 117:848–850CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media Dordrecht 2017

Authors and Affiliations

  1. 1.School of Humanities and Economic ManagementChina University of Geosciences (Beijing)BeijingChina
  2. 2.Key Laboratory of Carrying Capacity Assessment for Resource and EnvironmentMinistry of Land and ResourcesBeijingChina

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