Abstract
The dispute between economic growth and greenhouse gas emissions is one of the major challenges of the twenty-first century. The central issue of the emerging economies revolves around the decoupling of economic growth and the rising carbon dioxide (CO2) emissions. This study examines the decoupling the CO2 emissions from the economic growth through the employment of the Tapio decoupling index and decomposition of CO2 emissions into its pre-determined factors through the Log Mean Divisia Index (LMDI) decomposition technique for Pakistan, India, and China (PIC) for a time span of 1990–2014. The findings of the Tapio elasticity analysis depict that in a few years, environmental impact has been seen to be decoupled from the economic growth in the respective PIC countries. However, relatively Pakistan experienced expensive negative decoupling; India mostly experienced weak decoupling and expensive coupling, while China exhibited weak decoupling in multiple years. In addition, the analysis of Tapio decoupling elasticity showed that energy intensity is the key factor supporting the decoupling in PIC countries, while population, affluence (GDP per capita) and energy structure have weakened the progress of decoupling. Furthermore, the analysis of the LMDI decomposition suggested that population, energy structure and affluence in PIC countries increase the CO2 emissions, while energy intensity reduces CO2 emissions, while mixed effects are reflected by carbon intensity.
Similar content being viewed by others
References
Alam S (2010) Globalization, poverty, and environmental degradation: sustainable development in Pakistan. J Sustain Dev 3(3):103–114
Ali HS, Law SH, Zannah TI (2016) Dynamic impact of urbanization, economic growth, energy consumption, and trade openness on CO2 emissions in Nigeria. Environ Sci Pollut Res 23:12435–12443
Ang BW (2004) Decomposition analysis for policymaking in energy: Which is the preferred method? Energy Policy 32(9):1131–1139
Ang BW (2005) The LMDI approach to decomposition analysis: a practical guide. Energy Policy 33(7):867–871
Ang BW, Choi KH (1997) Decomposition of aggregate energy and gas emission intensities for industry: a refined Divisia index method. Energy J 59–73
Aziz R, Ahmad MB (2015) Pakistan’s power crisis. Special report, Washington DC, United States Institute of Peace
Borghesi S, Vercelli A (2003) Sustainable globalisation. Ecol Econ 44(1):77–89
Briefing US (2013) International energy outlook 2013. US Energy Information Administration
British Petroleum (2019) British petroleum statistical review of world energy. British Petroleum: London UK. https://www.bp.com/en/global/corporate/energy-economics/statistical-review-of-world-energy.html
Chang CC (2010) A multivariate causality test of carbon dioxide emissions, energy consumption and economic growth in China. Appl Energy 87(11):3533–3537
Cheema MA, Farooq M, Ahmad R, Munir H (2006) Climatic trends in Faisalabad (Pakistan) over the last 60 years (1945–2004). J Agric Soc Stud 2(1):42–45
Climent F, Pardo A (2007) Decoupling factors on the energy–output linkage: the Spanish case. Energy Policy 35(1):522–528
De Freitas LC, Kaneko S (2011) Decomposing the decoupling of CO2 emissions and economic growth in Brazil. Ecol Econ 70(8):1459–1469
Denton F (2002) Climate change vulnerability, impacts, and adaptation: why does gender matter? Gend Dev 10(2):10–20
Ehrlich P, Holdren J (1970) The people problem. Satur Rev 4(42):42–43
Fan T, Luo R, Xia H, Li X (2015) Using LMDI method to analyze the influencing factors of carbon emissions in China’s petrochemical industries. Nat Hazards 75(2):319–332
Guivarch C, Mathy S (2012) Energy-GDP decoupling in a second best world—a case study on India. Clim Change 113(2):339–356
Gupta M, Singh S (2016) Factorizing the changes in co2 emissions from Indian road passenger transport: a decomposition analysis. Stud Bus Econ 11(3):67–83
Hamering S (2012) Global climate risk index. Germanwatch, Berlin
IPCC (2007) Mitigation of climate change. Synthesis report, IPCC, Geneva, Switzerland
IPCC (2014) Climate change 2014, synthesis report. IPCC, Geneva, Switzerland. Retrieved from http://www.ipcc.ch/pdf/assessmentreport/ar5/syr/SYR_AR5_FINAL_full_wcover.pdf
Jackson K (2018) Asian contagion: the causes and consequences of a financial crisis. Routledge, Taylor & Franci Group, London
Jayanthakumaran K, Verma R, Liu Y (2012) CO2 emissions, energy consumption, trade and income: a comparative analysis of China and India. Energy Policy 42:450–460
Jiang JJ, Ye B, Zhou N, Zhang XL (2019) Decoupling analysis and environmental Kuznets curve modelling of provincial-level CO2 emissions and economic growth in China: a case study. J Clean Prod 212:1242–1255
Jinke L, Hualing S, Dianming G (2008) Causality relationship between coal consumption and GDP: difference of major OECD and non-OECD countries. Appl Energy 85(6):421–429
Jorgenson DW, Vu KM (2011) The rise of developing Asia and the new economic order. Journal of Policy Modeling 33(5):698–716
Kamalapur GD, Udaykumar RY (2011) Rural electrification in India and feasibility of photovoltaic solar home systems. Int J Electr Power Energy Syst 33(3):594–599
Kaya Y (1990) Impact of carbon dioxide emission control on GNP growth: interpretation of proposed scenarios. IPCC, Paris
Khan MA, Khan SA (2011) Foreign direct investment and economic growth in Pakistan: a sectoral analysis
Khan S, Majeed MT (2019) Decomposition and decoupling analysis of carbon emissions from economic growth: a case study of Pakistan. Pak J Commer Soc Sci 13(4):868–891
Khan S, Majeed MT (2020) Drivers of decoupling economic growth from carbon emission: empirical analysis of ASEAN countries using decoupling and decomposition model. Pak J Commer Soc Sci 14(2):450–483
Khan MA, Khan JA, Ali Z, Ahmad I, Ahmad MN (2016) The challenge of climate change and policy response in Pakistan. Environ Earth Sci 75(5):412
Khan A, Jamil F, Khan NH (2019) Decomposition analysis of carbon dioxide emissions in Pakistan. SN Appl Sci 1(9):1012
Le HP, Ozturk I (2020) The impacts of globalization, financial development, government expenditures, and institutional quality on CO2 emissions in the presence of environmental Kuznets curve. Environ Sci Pollut Res 27:22680–22697
Lin B, Ahmad I (2017) Analysis of energy related carbon dioxide emission and reduction potential in Pakistan. J Clean Prod 143:278–287
Lin B, Raza MY (2019) Analysis of energy-related CO2 emissions in Pakistan. J Clean Prod 219:981–993
Liu Z (2013) Electric power and energy in China. Wiley
Liu LC, Fan Y, Wu G, Wei YM (2007) Using LMDI method to analyze the change of China’s industrial CO2 emissions from final fuel use: an empirical analysis. Energy Policy 35(11):5892–5900
Lolaksha Nagaveni P, Anand A (2017) Climate change and its impact on India: a comment. NLUO Law J 4:81–97
Luo Y, Long X, Wu C, Zhang J (2017) Decoupling CO2 emissions from economic growth in agricultural sector across 30 Chinese provinces from 1997 to 2014. J Clean Prod 159:220–228
Majeed MT, Ayub T (2018) Information and communication technology (ICT) and economic growth nexus: a comparative global analysis. Pak J Commer Soc Sci 12(2):443–476
Majeed MT, Luni T (2019) Renewable energy, water, and environmental degradation: a global panel data approach. Pak J Commer Soc Sci 13(3):749–778
Majeed MT, Khan S, Tahir T (2020) Analytical tool for unpacking the driving forces of environmental impact: an IPAT analysis of Pakistan. GeoJournal 1–13
Majra JP, Gur A (2009) Climate change and health: Why should India be concerned? Indian J Occup Environ Med 13(1):11–16
Malik A (2012) Power crises in Pakistan: a crises in governance. Pakistan Institute of Development Economics, 1–39. https://pide.org.pk/pdf/publications/Monograph/Monograph-4-Afia%20Malik.pdf
Maplecroft (2010a) Global risks portfolio and services. Maplecroft’s climate change risk Atlas.http://www.maplecroft.com/about/news/climate_change_risk_list_highlights_vulnerable_nations_and_safe_havens_05.html.
Maplecroft (2010b) Global risks portfolio and services. Water security risk index. https://www.maplecroft.com/about/news/water-security.html
Munir S, Khan A (2014) Impact of fossil fuel energy consumption on CO2 emissions: evidence from Pakistan (1980–2010). Pak Dev Rev 53(4):327–346
Naminse EY, Zhuang J (2018) Economic growth, energy intensity, and carbon dioxide emissions in China. Pol J Environ Stud 27(5):2193–2201
OECD (2002) Sustainable development: Indicators to measure decoupling of environmental pressure from economic growth. OECD, France
Planning C (2007) Pakistan in the 21st century: vision 2030. Government of Pakistan, Islamabad
Qi T, Weng Y, Zhang X, He J (2016) An analysis of the driving factors of energy-related CO2 emission reduction in China from 2005 to 2013. Energy Econ 60:15–22
Saidur R, Rahim NA, Hasanuzzaman M (2010) A review on compressed-air energy use and energy savings. Renew Sustain Energy Rev 14(4):1135–1153
Samir KC, Lutz W (2017) The human core of the shared socioeconomic pathways: population scenarios by age, sex and level of education for all countries to 2100. Glob Environ Chang 42:181–192
Sarkodie SA, Ozturk I (2020) Investigating the environmental Kuznets curve hypothesis in Kenya: a multivariate analysis. Renew Sustain Energy Rev 117:109481
Shahbaz M, Mahalik MK, Shah SH, Sato JR (2016) Time-varying analysis of CO2 emissions, energy consumption, and economic growth nexus: statistical experience in next 11 countries. Energy Policy 98:33–48
Siddique HMA, Majeed MT (2015) Energy consumption, economic growth, trade and financial development nexus in South Asia. Pak J Commer Soc Sci 9(2):658–682
Siddique HMA, Majeed MT, Ahmad HK (2016) The impact of urbanization and energy consumption on CO2 emissions in South Asia. South Asian Stud 31(2):745–757
Siping J, Wendai L, Liu M, Xiangjun Y, Hongjuan Y, Yongming C, Haiyun C, Hayat T, Alsaedi A, Ahmad B (2019) Decoupling environmental pressures from economic growth based on emissions monetization: Case in Yunnan, China. J Clean Prod 208:1563–1576
Stern DI (2004) The rise and fall of the environmental Kuznets curve. World Dev 32(8):1419–1439
Taha SM (2012) Political instability explains political economy of Pakistan: a retrospective analysis. Int J Econ Bus Manag Stud 1(2):50–59
Tang Z, Shang J, Shi C, Liu Z, Bi K (2014) Decoupling indicators of CO2 emissions from the tourism industry in China: 1990–2012. Ecol Ind 46:390–397
Tapio P (2005) Towards a theory of decoupling: degrees of decoupling in the EU and the case of road traffic in Finland between 1970 and 2001. Transp Policy 12(2):137–151
UNEP (2011) Decoupling natural resource use and environmental impacts from economic growth. UNEP, Nairobi
Urban F (2009) Reducing carbon emissions: China’s position. Climate Change and Development Centre
Viswanathan KG (2010) The global financial crisis and its impact on India. J Int’l Bus L 9:41
Wang Q, Li R (2016a) Journey to burning half of global coal: trajectory and drivers of China׳ s coal use. Renew Sustain Energy Rev 58:341–346
Wang Q, Li R (2016b) Drivers for energy consumption: a comparative analysis of China and India. Renew Sustain Energy Rev 62:954–962
Wang C, Chen J, Zou J (2005) Decomposition of energy-related CO2 emission in China: 1957–2000. Energy 30(1):73–83
Wang WW, Zhang M, Zhou M (2011) Using LMDI method to analyze transport sector CO2 emissions in China. Energy 36(10):5909–5915
Wang Q, Su M, Li R (2018a) Toward to economic growth without emission growth: the role of urbanization and industrialization in China and India. J Clean Prod 205:499–511
Wang Q, Zhao M, Li R, Su M (2018b) Decomposition and decoupling analysis of carbon emissions from economic growth: a comparative study of China and the United States. J Clean Prod 197:178–184
Warming Climate in India to Pose Significant Risk to Agriculture, Water Resources, Health, says World Bank Report’ (The World Bank, 19 June 2013). http://www.worldbank.org/en/news/pressrelease/2013/06/19/warming-climate-india-pose-significant-risk-agriculture-water-resources-health-says-worldbank-report. Accessed 19 Nov 2016
Wolde-Rufael Y (2010) Coal consumption and economic growth revisited. Appl Energy 87(1):160–167
World Bank (2019) World development indicators. World Bank, Washington, DC
World Resource Institute (2005) Navigating the numbers: green gas data and international climate policy. Retrieved July, 2009, from WTI web site via access: http://www.wri.org
Xu XY, Ang BW (2013) Index decomposition analysis applied to CO2 emission studies. Ecol Econ 93:313–329
Xu J, Yang Y, Li YW (2015) Recent development in converting coal to clean fuels in China. Fuel 152:122–130
Xu SC, He ZX, Long RY, Chen H, Han HM, Zhang WW (2016) Comparative analysis of the regional contributions to carbon emissions in China. J Clean Prod 127:406–417
You Q, Kang S, Aguilar E, Pepin N, Flügel WA, Yan Y, Xu Y, Zhang Y, Huang J (2011) Changes in daily climate extremes in China and their connection to the large scale atmospheric circulation during 1961–2003. Clim Dyn 36(11–12):2399–2417
Yousuf I, Ghumman AR, Hashmi HN, Kamal MA (2014) Carbon emissions from power sector in Pakistan and opportunities to mitigate those. Renew Sustain Energy Rev 34:71–77
Zhang H, Lahr ML (2014) China’s energy consumption change from 1987 to 2007: a multi-regional structural decomposition analysis. Energy Policy 67:682–693
Zhang X, Zhao Y, Wang C, Wang F, Qiu F (2019) Decoupling effect and sectoral attribution analysis of industrial energy-related carbon emissions in Xinjiang, China. Ecol Ind 97:1–9
Zhao X, Ma C, Hong D (2010) Why did China’s energy intensity increase during 1998–2006: decomposition and policy analysis. Energy Policy 38(3):1379–1388
Zhao X, Zhang X, Li N, Shao S, Geng Y (2017) Decoupling economic growth from carbon dioxide emissions in China: a sectoral factor decomposition analysis. J Clean Prod 142:3500–3516
Zhou N, Levine MD, Price L (2010) Overview of current energy-efficiency policies in China. Energy Policy 38(11):6439–6452
Zhou X, Zhang M, Zhou M, Zhou M (2017) A comparative study on decoupling relationship and influence factors between China’s regional economic development and industrial energy-related carbon emissions. J Clean Prod 142:783–800
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
The authors declare no conflicts of interest.
Additional information
Handling Editor: Luiz Duczmal.
Rights and permissions
About this article
Cite this article
Ozturk, I., Majeed, M.T. & Khan, S. Decoupling and decomposition analysis of environmental impact from economic growth: a comparative analysis of Pakistan, India, and China. Environ Ecol Stat 28, 793–820 (2021). https://doi.org/10.1007/s10651-021-00495-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10651-021-00495-3