Skip to main content

Advertisement

Log in

Nexus between Human Development Index (HDI) and CO2 emissions in a developing country: decoupling study evidence from Bangladesh

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Even if developing nations are entitled to take part in the attempts of decreasing carbon emissions to elude alarming environment change, the consequences of carbon lessening goals in Human Development Index of developing nations continue an issue of dispute. Based on the decoupling relationship and index decomposition, the aim of the study is for determining the nexus between the Human Development Index and CO2 emissions from the year 1990 to 2018 in Bangladesh. The outcomes exposed that Bangladesh accomplished weak and strong decoupling all through the analysis time. From the index decomposition of different factors point of view, it is revealed that variation in economic activity factor produces a significant amount of CO2 emissions which is 0.0623 tonnes, and in terms of percentage, it stands for 105%. While energy intensity and economic structure factors act an indiscernible part in the rise of CO2 emissions and in terms of percentage, it stands for 10.77% and 2.77%, respectively. Contrary, CO2 emissions’ coefficient and energy structure factors are liable for decrease carbon emissions to some extent, and in terms of percentage, it replicates 7.27% and 11.97%, respectively. Based on the outcomes, the paper offers regulations for the energy policymaker of Bangladesh on carbon emissions’ alleviation policies and an important decision-making indication to speed up low-carbon growth.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Graph 1
Graph 2
Graph 3

Similar content being viewed by others

Availability of data and materials

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

Abbreviations

ARDL:

Autoregressive distributed lag

CO2 :

Carbon dioxide

EKC:

Environmental Kuznets curve

EPI:

Environmental Performance Index

GDP:

Gross domestic product

GJ:

Gigajoule

GMM:

Generalized method of moments

GNI:

Gross national income

HD:

Human development

HDI:

Human Development Index

IEA:

International Energy Agency

IPCC:

Intergovernmental Panel on Climate Change

Kt:

Kilo tonne

LMDI:

Logarithmic mean Divisia index

PHDI:

Planetary pressures-adjusted Human Development Index

UNDP:

United Nations Development Programme

WDI:

World Development Indicators

References

  • Akizu-Gardoki O, Bueno G, Wiedmann T, Lopez-Guede J, Arto I, Hernandez P, Moran D (2018) Decoupling between human development and energy consumption within footprint accounts. J Clean Prod 202:1145–1157

    Article  Google Scholar 

  • Akram Z, Engo J, Akram U, Zafar MW (2019) Identification and analysis of driving factors of CO2 emissions from economic growth in Pakistan. Environ Sci Pollut Res 26(19):19481–19489. https://doi.org/10.1007/s11356-019-052810

    Article  CAS  Google Scholar 

  • Alam MJ, Begum IA, Buysse J, Huylenbroeck GV (2012) Energy consumption, CO2 emissions and the economic growth nexus in Bangladesh: cointegration and dynamic causality analysis. Energy Policy 45:217–225. https://doi.org/10.1016/j.enpol.2012.02.022

    Article  CAS  Google Scholar 

  • Alam MJ, Ahmed M, Begum IA (2017) Nexus between non-renewable energy demand and economic growth in Bangladesh: application of maximum entropy bootstrap approach. Renew Sust Energ Rev 72(January 2016):399–406. https://doi.org/10.1016/j.rser.2017.01.007

    Article  Google Scholar 

  • Anand, S., Sen, A., (1994). Human development index: methodology and measurement. Human Dev Rep Off 1–19.

  • Ballantyne AG, Wibeck V, Neset TS (2016) Images of climate change - a pilot study of young people’s perceptions of ICT-based climate visualization. Clim Chang 134:1–13

    Article  Google Scholar 

  • Bedir S, Yilmaz VM (2016) CO2 emissions and human development in OECD countries: Granger causality analysis with a panel data approach. Eur Econ Rev 6:97e110. https://doi.org/10.1007/s40822-015-0037-2

    Article  Google Scholar 

  • Cai W, Liu C, Lai K, Li L, Cunha J, Hu L (2019) Energy performance certification in mechanical manufacturing industry: a review and analysis. Energy Convers Manag 186:415–432

    Article  Google Scholar 

  • Cohen G, Jalles JT, Loungani P, Marto R (2018) The long-run decoupling of emissions and output: evidence from the largest emitters. Energy Policy 118:58–68

    Article  Google Scholar 

  • Costa L, Rybski D, Kropp J (2011) A human development framework for CO2 reductions. PLoS One 6(12):e29262

    Article  CAS  Google Scholar 

  • Cracolici MF, Cuffaro M, Nijkamp P (2010) The measurement of economic, social and environmental performance of countries: a novel approach. Soc Indic Res 95:339.e56–339.356. https://doi.org/10.1007/s11205-009-9464-3

    Article  Google Scholar 

  • Dimitriou K, Kassomenos P (2017) Aerosol contributions at an urban background site in eastern Mediterranean–potential source regions of PAHs in PM10 mass. Sci Total Environ 598:563–571

    Article  CAS  Google Scholar 

  • Dong K, Sun R, Hochman G, Li H (2018) Energy intensity and energy conservation potential in China: a regional comparison perspective. Energy 155:782–795

    Article  Google Scholar 

  • Dong K, Dong X, Dong C (2019) Determinants of the global and regional CO2 emissions:what causes what and where? Appl Econ 51:5031–5044

    Article  Google Scholar 

  • Engo J (2018) Decomposing the decoupling of CO2 emissions from economic growth in Cameroon. Environ Sci Pollut Res 25(35):35451–35463

    Article  CAS  Google Scholar 

  • Fatima T, Xia E, Cao Z, Khan D, Fan JL (2019) Decomposition analysis of energy-related CO2 emission in the industrial sector of China: evidence from the LMDI approach. Environ Sci Pollut Res 26(21):21736–21749. https://doi.org/10.1007/s11356-019-05468-5

    Article  CAS  Google Scholar 

  • Feng C, Huang JB, Wang M (2018) The driving forces and potential mitigation of energy-related CO2 emissions in China’s metal industry. Res Policy 59:487–494

    Article  Google Scholar 

  • Gao C, Liu Y, Jin J, Wei T, Zhang J, Zhu L, Gao C (2016) Driving forces in energyrelated carbon dioxide emissions in east and south coastal China: commonality and variations. J Clean Prod 135:240–250

    Article  Google Scholar 

  • Han X, Xu Y, Kumar A, Lu X (2018) Decoupling analysis of transportation carbon emissions and economic growth in China. Environ Prog Sustain Energy 37:1696–1704

    Article  CAS  Google Scholar 

  • Hardt L, Owen A, Brockway P, Heun MK, Barrett J, Taylor PG, Foxon TJ (2018) Untangling the drivers of energy reduction in the UK productive sectors: efficiency or offshoring? Appl. Energy 223:124–133

    Google Scholar 

  • Hossain MA, Chen S (2020) Decoupling of energy-related CO2 emissions from economic growth: a case study of Bangladesh. Environ Sci Pollut Res 27:20844–20860. https://doi.org/10.1007/s11356-020-08541-6

    Article  CAS  Google Scholar 

  • Hossain MA, Chen S (2021) The decoupling study of agricultural energy-driven CO2 emissions from agricultural sector development. Int J Environ Sci Technol. https://doi.org/10.1007/s13762-021-03346-7

  • Hossain MA, Engo J, Chen S (2021a) The main factors behind Cameroon’s CO2 emissions before, during and after the economic crisis of the 1980s. Environ Dev Sustain 23:4500–4520. https://doi.org/10.1007/s10668-020-00785-z

    Article  Google Scholar 

  • Hossain MA, Chen S, Khan AG (2021b) Decomposition study of energy-related CO2 emissions from Bangladesh’s transport sector development. Environ Sci Pollut Res 28:4676–4690. https://doi.org/10.1007/s11356-020-10846-5

    Article  CAS  Google Scholar 

  • IEA-Ban (2019). International Energy Agency Balances. Available at: https://www.iea.org/countries/non-membercountries/Bangladesh.

  • IPCC, (2006). Chapter 1: guidelines, Ipcc greenhouse, national inventories, gas. Available at: https://www.ipcc-nggip.iges.or.jp/public/ 2006gl/pdf/2Volume2/V2.1.Ch1.Introduction.pdf.

  • Islam S, Khan MZR (2017) A review of energy sector of Bangladesh. Energy Procedia 110:611–618. https://doi.org/10.1016/j.egypro.2017.03.193

    Article  Google Scholar 

  • Islam F, Shahbaz M, Ahmed MSU (2013) Is there an environmental Kuznets curve for Bangladesh? Evidence from ARDL bounds testing approach. Bangladesh Dev Stud 34(4):600–608. https://doi.org/10.1016/j.enpol.2017.09.006

    Article  Google Scholar 

  • Jaffer R ,(2011). Environmental performance and sustainable development, J Sustain Dev, 4(6). Available online at: https://doi.org/10.5539/jsd.v4n6p181.

  • Kan S, Chen B, Chen G (2019) Worldwide energy use across global supply chains:decoupled from economic growth? Appl. 250:1235–1245

    Article  Google Scholar 

  • Khalid M (2014) Human development report technical notes 2014. The United Nations Development Programme, New York, pp 1–3

    Google Scholar 

  • Khan AG, Hossain MA, Chen S (2021) Do financial development, trade openness, economic development, and energy consumption affect carbon emissions for an emerging country? Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-13339-1

  • Khodabakhshi A (2011) Relationship between GDP and human development indices in India. Int J Trade Econ Financ 2:251e253. https://doi.org/10.7763/IJTEF.2011.V2.111

    Article  Google Scholar 

  • Klugman J (2010) Human development report 2010: the real wealth of nations: pathways to human development. The United Nations Development Programme, New York

    Google Scholar 

  • Kwok YX, Liu X, Leung Y (2018) The impacts of economic structure on China’s carbon dioxide emissions: an analysis with reference to other East Asian economies. Clim Pol 18:10,1235–10,1245. https://doi.org/10.1080/14693062.2017.1418282

    Article  Google Scholar 

  • Leal PA, Marques AC, Fuinhas JA (2019) Decoupling economic growth from GHG emissions: decomposition analysis by sectoral factors for Australia. Econ Anal Policy 62:12–26. https://doi.org/10.1016/j.eap.2018.11.003

    Article  Google Scholar 

  • Lin B, Ahmad I (2017) Analysis of energy related carbon dioxide emission and reduction potential in Pakistan. J Clean Prod 143:278–287

    Article  CAS  Google Scholar 

  • Ma M, Cai W, Cai W (2018) Carbon abatement in China’ s commercial building sector: a bottom- up measurement model based on Kaya-LMDI methods. Energy 165:350–368

    Article  Google Scholar 

  • Ma M, Ma X, Cai W, Cai W (2019) Carbon-dioxide mitigation in the residential building sector: a household scale-based assessment. Energy Convers Manag 198:111915

    Article  CAS  Google Scholar 

  • Maccari N (2014) Environmental sustainability and human development: a greening of human development index. Int J Sustain Human Dev 2(1):29–34

    Google Scholar 

  • Martínez DM, Ebenhack BW (2008) Understanding the role of energy consumption in human development through the use of saturation phenomena. Energy Policy 36:1430.e5. https://doi.org/10.1016/j.enpol.2007.12.016

    Article  Google Scholar 

  • Mukherjee, S. and Chakraborty, D., (2010). Is there any relationship between environment, human development, political and governance regimes? Evidences from a cross-country analysis, MPRA Paper no. 19968, National Institute of Public Finance and Policy (NIPFP), New Delhi.

  • Ouedraogo NS (2013) Energy consumption and human development: evidence from a panel cointegration and error correction model. Energy 63:28e41. https://doi.org/10.1016/j.energy.2013.09.067

    Article  Google Scholar 

  • Qiao H, Zheng F, Jiang H, Dong K (2019) The greenhouse effect of the agricultureeconomic growth-renewable energy nexus: evidence from G20 countries. Sci Total Environ 671:722–731

    Article  CAS  Google Scholar 

  • Ranis G, Stewart F, Ramirez A (2000) Economic growth and human development. World Dev 28:197e219

    Article  Google Scholar 

  • Rasool Y, Zaidi SAH, Zafar MW (2019) Determinants of carbon emissions in Pakistan’s transport sector. Environ Sci Pollut Res 26(22):22907–22921. https://doi.org/10.1007/s11356-019-05504-4

    Article  CAS  Google Scholar 

  • Samimi JA, Kashefi A, Salatin P, Lashkarizadeh M (2011) Environmental performance and HDI: evidence from countries around the world. Middle-East J Sci Res 10(3):294–301

    Google Scholar 

  • Sarkar MSK, Sadeka S, Sikdar MMH, Zaman B (2015) Energy consumption and CO2 emissions: trends and policy implications. Asia Pac J Energy Environ 2(3):220–227 (ISSN 2313 0008 (Print), ISSN 2313 0016 (Online)

    Google Scholar 

  • Shen L, Wu Y, Lou Y, Zeng D, Shuai C, Song X (2018) What drives the carbon emission in the Chinese cities? — a case of pilot low carbon city of Beijing. J Clean Prod 174:343–354

    Article  Google Scholar 

  • Shuai C, Shen L, Jiao L, Wu Y, Tan Y (2017) Identifying key impact factors on carbon emission: evidences from panel and time-series data of 125 countries from 1990 to 2011. Appl Energy 187:310–325

    Article  CAS  Google Scholar 

  • Shuai C, Chen X, Wu Y, Zhang Y, Tan Y (2019) A three-step strategy for decoupling economic growth from carbon emission: empirical evidences from 133 countries. Sci Total Environ 646:524–543

    Article  CAS  Google Scholar 

  • Smith S (2016) Determinants of human development index: a cross-country empirical analysis. Natl Inst Bank Manag 3:0.e19. https://doi.org/10.1227/01.NEU.0000349921.14519.2A

    Article  Google Scholar 

  • Song Y, Sun J, Zhang M, Su B (2020) Using the Tapio-Z decoupling model to evaluate the decoupling status of China’s CO2 emissions at provincial level and its dynamic trend. Struct Chang Econ Dyn 52:120–129

    Article  Google Scholar 

  • Su B, Ang B (2016) Multi-region comparisons of emission performance: the structural decomposition analysis approach. Ecol Indic 67:78–87

    Article  Google Scholar 

  • Suri T, Boozer MA, Ranis G, Stewart F (2011) Paths to success: the relationship between human development and economic growth. World Dev 39:506.e22. https://doi.org/10.1016/j.worlddev.2010.08.020

    Article  Google Scholar 

  • 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 12:137–151

    Article  Google Scholar 

  • UNDP, (2018). Human development indices and indicators: 2018 statistical update - Bangladesh Online: http://hdr.undp.org/sites/all/themes/hdr_theme/country-notes/BGD.pdf

  • UNDP, (2019). United Nations Development Programme: Human Development Reports. http://hdr.undp.org/en/humandev

  • UNDP, (2020). Human development indices and indicators: 2018 statistical update - Bangladesh Online: http://hdr.undp.org/sites/all/themes/hdr_theme/country-notes/BGD.pdf

  • UNDP, (2021). United Nations Development Programme: Human Development Reports. http://hdr.undp.org/en/humandev.

  • Van Tran N, Van Tran Q, Do LTT, Dinh LH, Do HTT (2019) Trade-off between environment, energy consumption and human development: do levels of economic development matter? Energy 173:483.e93. https://doi.org/10.1016/j.energy.2019.02.042

    Article  Google Scholar 

  • Wang J, Dong K (2019) What drives environmental degradation? Evidence from 14 SubSaharan African countries. Sci Total Environ 656:165–173

    Article  CAS  Google Scholar 

  • Wang M, Feng C (2018) Exploring the driving forces of energy-related CO2 emissions in China’s construction industry by utilizing production-theoretical decomposition analysis. J Clean Prod 202:710–719

    Article  Google Scholar 

  • Wang Q, Zhang F (2020) Does increasing investment in research and development promote economic growth decoupling from carbon emission growth? An empirical analysis of BRICS countries. J Clean Prod 252:119853,ISSN 0959-6526. https://doi.org/10.1016/j.jclepro.2019.119853

    Article  Google Scholar 

  • Wang Q, Zhang F (2021) The effects of trade openness on decoupling carbon emissions from economic growth – evidence from 182 countries. J Clean Prod 279:123838,ISSN 0959-6526. https://doi.org/10.1016/j.jclepro.2020.123838

    Article  CAS  Google Scholar 

  • Wang Q, Min S, Li R (2018a) Toward to economic growth without emission growth: the role of urbanization and industrialization in China and India. J Clean Product 205:499–511,ISSN 0959-6526. https://doi.org/10.1016/j.jclepro.2018.09.034

    Article  Google Scholar 

  • Wang Q, Hang Y, Su B, Zhou P (2018b) Contributions to sector-level carbon intensity change: an integrated decomposition analysis. Energy Econ 70:12–25

    Article  Google Scholar 

  • WDI, (2019). World development indicators | DataBank. The World Bank. Available at: http://databank.worldbank.org/data/reports.aspx? source=world-development-indicators#advancedDownloadOptions.

  • Wu KY, He CH, Wang GX et al (2012) Measurement and decomposition analysis on carbon emissions of the transportation industry in Shanghai. Econ Geogr 32(11):45–51 37 (in Chinese)

    Google Scholar 

  • Wu Y, Shen J, Zhang X, Skitmore M, Lu W (2017) Reprint of: The impact of urbanization on carbon emissions in developing countries: a Chinese study based on the U-Kaya method. J Clean Prod 163:S284–S298. https://doi.org/10.1016/j.jclepro.2017.05.144

    Article  CAS  Google Scholar 

  • Yang LJ, Wu W, Su Q et al (2014) Carbon emissions of transportation energy consumption and its decoupling analysis in Jiangsu province. Resour Environ Yangtze Basin 23(10):1383–1390 (in Chinese)

    Google Scholar 

  • Zhang M, Song Y, Su B, Sun X (2015) Decomposing the decoupling indicator between the economic growth and energy consumption in China. Energy Efficiency 8(6):1231–1239

    Article  CAS  Google Scholar 

  • Zhang C, Su B, Zhou K, Yang S (2019) Analysis of electricity consumption in China (1990–2016) using index decomposition and decoupling approach. J Clean Prod 209:224–235

    Article  Google Scholar 

  • 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. https://doi.org/10.1016/j.jclepro.2016.10.117

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • Zhou X, Zhou D, Wang Q, Su B (2020) Who shapes China’s carbon intensity and how? A demand-side decomposition analysis. Energy Econ 85:104600

    Article  Google Scholar 

Download references

Acknowledgements

The authors would like to thanks their family members who continuously support and inspire them to do this research work.

Funding

This work was financially supported by the National Natural Sciences Foundation of China (NSFC-71672009.71972011).

Author information

Authors and Affiliations

Authors

Contributions

Conceptualization: Md. Afzal Hossain; methodology: Md. Afzal Hossain; formal analysis and investigation: Md. Afzal Hossain; writing—original draft preparation: Md. Afzal Hossain; writing review and editing: Songsheng Chen; funding acquisition: Songsheng Chen; resources: Songsheng Chen; supervision: Songsheng Chen.

Corresponding authors

Correspondence to Md. Afzal Hossain or Songsheng Chen.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Responsible Editor: Eyup Dogan

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

Table 6 Calculations of total CO2 emissions (per capita in tonne) in industry sector of Bangladesh
Table 7 Calculations of total CO2 emissions (per capita in tonne) in service and agricultural sectors of Bangladesh

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hossain, M.A., Chen, S. Nexus between Human Development Index (HDI) and CO2 emissions in a developing country: decoupling study evidence from Bangladesh. Environ Sci Pollut Res 28, 58742–58754 (2021). https://doi.org/10.1007/s11356-021-14822-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-14822-5

Keywords

Navigation