Skip to main content
Log in

EKC and Macroeconomics Aspects of Well-being: a Critical Vision for a Sustainable Future

  • Published:
Journal of the Knowledge Economy Aims and scope Submit manuscript

Abstract

This paper aims to investigate a modified version of the environmental Kuznets curve by including human development and governance as a macroeconomics determinant of sustainability. For this purpose, our study uses the Johansen panel cointegration testing to verify the existence of long-run relationships and we employed the fixed effects models which founded on the panel-based error correction ones using data for 26 African countries over the period 1990–2013. Our findings highlight that there exists a quadratic relationship among the negative genuine saving (GS−) and the human development variable. This implies that the assumed EKC hypothesis is verified for the modified version of EKC. The empirical evidence records the fact that the ecological issue in the Millennium Development Goals background is deeply influenced by the sustainability aspects. Further, our findings recommended that African countries should take seriously the human aspect. Further, the academic researchers, policymakers, and international organizations should unify around a specific and clear definition of the sustainability notion to reach a verdict consensus about his measure and the way of computing by taking into consideration the diversity and the specificities of each region.

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.

Similar content being viewed by others

Notes

  1. According to Anand and Sen (2000) and Sen (2000), human development can be defined as the process of enlarging human capabilities which belong to the current generation without constraining the capabilities of the future ones.

  2. For an extensive literature on the EKC hypothesis, see for example Tiba and Omri (2016).

  3. Genuine saving index (also called the adjusted net saving) is a sustainability measure constructed around the notions of green national accounts. Genuine saving ratio computes the real rate of savings in an economy after taking into consideration the natural resources depletion, pollution damage, and human capital investment (World Bank, 2014).

References

  • Ahmed, K., & Long, W. (2012). Environmental Kuznets curve and Pakistan: an empirical analysis. Procedia Economics and Finance, 1, 4–13.

    Google Scholar 

  • Ahmed, K., & Long, W. (2013). An empirical analysis of CO2 emission in Pakistan using EKC hypothesis. Journal of International Trade Law and Policy, 12, 188–200.

    Google Scholar 

  • Akbostanci, E., Türüt-AsIk, S., & Tunç, G. I. (2009). The relationship between income and environment in Turkey: is there an environmental Kuznets curve? Energy Policy, 37, 861–867.

    Google Scholar 

  • Alam, M. J., Begum, I. A., Buysse, J., & Van Huylenbroeck, G. (2012). Energy consumption, carbon emissions and economic growth nexus in Bangladesh: cointegration and dynamic causality analysis. Energy Policy, 45, 217–225.

    Google Scholar 

  • Al-mulali, U., & Sheau-ting, L. (2014). Econometric analysis of trade, exports, imports, energy consumption and CO2 emissions in six regions. Renew Sust Energ Rev, 33, 484–498.

    Google Scholar 

  • Anand, S., & Sen, A. (2000). Human development and economic sustainability. World Dev, 28, 2029–2049.

    Google Scholar 

  • Ang, J. B. (2007). CO2 emissions, energy consumption, and output in France. Energy Policy, 35, 4772–4778.

    Google Scholar 

  • Ang, J. B. (2008). Economic development, pollutant emissions and energy consumption in Malaysia. J Policy Model, 30, 271–278.

    Google Scholar 

  • Apergis, N., & Payne, J. E. (2009). CO2 emissions, energy usage, and output in Central America. Energy Policy, 37, 3282–3286.

    Google Scholar 

  • Apergis, N., & Payne, J. E. (2014). Renewable energy, output, CO2 emissions, and fossil fuel prices in Central America: evidence from a non linear panel smooth transition vector error correction model. Energy Econ, 42, 226–232.

    Google Scholar 

  • Arouri, M. H., 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, 342–349.

    Google Scholar 

  • Atici, C. (2009). Carbon emissions in central and Eastern Europe: environmental Kuznets curve and implications for sustainable development. Sustain Dev, 17, 155–160.

    Google Scholar 

  • Babu, S. S., & Datta, S. K. (2013). The relevance of environmental Kuznets curve (EKC) in a framework of broad-based environmental degradation and modified measure of growth – a pooled data analysis. Int J Sust Dev World, 20, 309–316.

    Google Scholar 

  • Baek, J., & Kim, H. S. (2013). Is economic growth good or bad for the environment? Empirical evidence from Korea. Energy Econ, 36, 744–749.

    Google Scholar 

  • Ben Jebli, M., & Ben Youssef, S. (2015). The environmental Kuznets curve, economic growth, renewable and non-renewable energy, and trade in Tunisia. Renew Sust Energ Rev, 47, 173–185.

    Google Scholar 

  • Ben Jebli, M., Ben Youssef, S., & Ozturk, I. (2016). Testing environmental Kuznets curve hypothesis: the role of renewable and non-renewable energy consumption and trade in OECD countries. Ecol Indic, 60, 824–831.

    Google Scholar 

  • Bölük, G., & Mert, M. (2015). The renewable energy, growth and environmental Kuznets curve in Turkey: an ARDL approach. Renew Sust Energ Rev, 52, 587–595.

    Google Scholar 

  • Breitung, J., 2001. The local power of some unit root tests for panel data, in: Baltagi B.H., Fomby, T.B., Hill, R.C. (Eds.), Nonstationary Panels, Panel Cointegration, and Dynamic Panels (Adv Econ, Vol.15). Emerald Group Publishing Limited, United Kingdom, pp. 161–177.

  • Chandran, V. G. R., & Tang, C. F. (2013). The impacts of transport energy consumption, foreign direct investment and income on CO2 emissions in ASEAN-5 economies. Renew Sust Energ Rev, 24, 445–453.

    Google Scholar 

  • Cho, C. H., Chu, Y. P., & Yang, H. Y. (2014). An environment Kuznets curve for GHG emissions: a panel cointegration analysis. Energy Sources, Part B: Economics, Planning, and Policy, 9, 120–129.

    Google Scholar 

  • Chow, G. C. (2014). Environmental Kuznets curve: conclusive econometric evidence for CO2. Pac Econ Rev, 19, 1–7.

    Google Scholar 

  • Coondoo, D., & Dinda, S. (2002). Causality between income and emission: a country group-specific econometric analysis. Ecol Econ, 40, 351–367.

    Google Scholar 

  • Copeland, B. R., & Taylor, M. S. (1994). North-south trade and the environment. Q J Econ, 109, 755–787.

    Google Scholar 

  • Costantini, V., & Liberati, P. (2014). Technology transfer, institutions and development. Technol Forecast Soc Chang, 88, 26–48.

    Google Scholar 

  • Costantini, V., & Martini, C. (2010). A modified environmental Kuznets curve for sustainable development assessment using panel data. Int J Glob Environ Issues, 10, 84–122.

    Google Scholar 

  • Costantini, V., & Monni, S. (2008). Environment, human development, and economic development. Ecol Econ, 64, 867–880.

    Google Scholar 

  • Cowan, W. N., Chang, T., Inglesi-Lotz, R., & Gupta, R. (2013). The nexus of electricity consumption, economic growth and CO2 emissions in the BRICS countries. Energy Policy. https://doi.org/10.1016/j.enpol.2013.10.081i.

  • Dasgupta, S., Laplante, B., Wang, H., & Wheeler, D. (2002). Confronting the environment Kuznets curve. J Econ Perspect, 16, 147–168.

    Google Scholar 

  • Du, L., Wei, C., & Cai, S. (2012). Economic development and carbon dioxide emissions in China: provincial panel data analysis. China Econ Rev, 23, 371–384.

    Google Scholar 

  • Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica, 55, 251–276.

    Google Scholar 

  • Esteve, V., & Tamarit, C. (2012). Threshold cointegration and non linear adjustment between CO2 and income: the environmental Kuznets curve in Spain,1857– 2007. Energy Econ, 34(6), 2148–2156.

    Google Scholar 

  • Farhani, S., Chaibi, A., & Rault, C. (2014a). CO2 emissions, output, energy consumption, and trade in Tunisia. Econ Model, 38, 426–434.

    Google Scholar 

  • Farhani, S., Mrizak, S., Chaibi, A., & Rault, C. (2014b). The environmental Kuznets curve and sustainability: a panel data analysis. Energy Policy, 71, 189–198. https://doi.org/10.1016/j.enpol.2014.04.030.

    Article  Google Scholar 

  • Farhani, S., Shahbaz, M., Sbia, R., & Chaibi, A. (2014c). What does MENA region initially need: grow output or mitigate CO2 emissions? Econ Model, 38, 270–281.

    Google Scholar 

  • Fodha, M., & Zaghdoud, O. (2010). Economic growth and environmental degradation in Tunisia: an empirical analysis of the environmental Kuznets curve. Energy Policy, 38, 1150–1156.

    Google Scholar 

  • Fosten, J., Morley, B., & Taylor, T. (2012). Dynamic misspecification in the environmental Kuznets curve: evidence from CO2 and SO2 emissions in the United Kingdom. Ecol Econ, 76, 25–33.

    Google Scholar 

  • Franklin, R., & Ruth, M. (2012). Growing up and cleaning up: the environmental Kuznets curve redux. Appl Geogr, 32(1), 29–39.

    Google Scholar 

  • Friedl, B., & Getzner, M. (2003). Determinants of CO2 emissions in a small open economy. Ecol Econ, 45, 133–148.

    Google Scholar 

  • Ghosh, S. (2010). Examining carbon emissions economic growth nexus for India: a multivariate cointegration approach. Energy Policy, 38, 3008–3014.

    Google Scholar 

  • Giovanis, E. (2013). Environmental Kuznets curve: evidence from the British Household Panel Survey. Econ Model, 30, 602–611.

    Google Scholar 

  • Govindaraju, V. G. R. C., & Foon Tang, C. (2013). The dynamic links between CO2 emissions, economic growth and coal consumption in China and India. Appl Energy, 104, 310–318.

    Google Scholar 

  • Granger, C. (1988). Some recent development in the concept of causality. J Econ, 39, 199–211.

    Google Scholar 

  • Grossman, G.M., Krueger, A.B. (1991). Environmental impacts of a North American Free Trade Agreement. National Bureau of economic research working paper 3914, NBER, Cambridge MA.

  • Grossman, G. M., & Krueger, A. B. (1995). Economic growth and the environment. Q J Econ, 110, 353–378.

    Google Scholar 

  • Gürlük, S. (2009). Economic growth, industrial pollution and human development in the Mediterranean region. Ecol Econ, 68, 2327–2335.

    Google Scholar 

  • Halicioglu, F. (2009). An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy, 37, 1156–1164.

    Google Scholar 

  • Hamit-Haggar, M. (2012). Greenhouse gas emissions, energy consumption and economic growth: a panel cointegration analysis from Canadian industrial sector perspective. Energy Econ, 34, 358–364.

    Google Scholar 

  • He, J., & Richard, P. (2010). Environmental Kuznets curve for CO2 in Canada. Ecol Econ, 69, 1083–1093.

    Google Scholar 

  • Hodge, T. (1997). Towards a conceptual framework for assessing progress towards sustainability. Soc Indic Res, 40, 5–98.

    Google Scholar 

  • Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. J Econ, 115, 53–74.

    Google Scholar 

  • Iwata, H., Okada, K., & Samreth, S. (2010). Empirical study on the environmental Kuznets curve for CO2 in France: the role of nuclear energy. Energy Policy, 38, 4057–4063.

    Google Scholar 

  • Iwata, H., Okada, K., & Samreth, S. (2011). A note on the environmental Kuznets curve for CO2: a pooled mean group approach. Appl Energy, 88, 1986–1996.

    Google Scholar 

  • Iwata, H., Okada, K., & Samreth, S. (2012). Empirical study on the determinants of CO2 emissions: evidence from OECD countries. Appl Econ, 44, 3513–3519.

    Google Scholar 

  • Jalil, A., & Feridun, M. (2011). The impact of growth, energy and financial development on the environment in China: a cointegration analysis. Energy Econ, 33, 284–291.

    Google Scholar 

  • Jalil, A., & Mahmud, S. F. (2009). Environment Kuznets curve for CO2 emissions: a co-integration analysis for China. Energy Policy, 3, 5167–5172.

    Google Scholar 

  • Jaunky, V. C. (2011). The CO2 emissions-income nexus: evidence from rich countries. Energy Policy, 39(3), 1228–1240.

    Google Scholar 

  • 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.

    Google Scholar 

  • Johansen, S. (1991). Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica, 59(6), 1551–1580.

    Google Scholar 

  • Kaufman, D., Kraay, A., Mastruzzi, M., (2003). Governance matters III: governance indicators for 1996–2002. Policy Res. Work. Pap. No. 3106.

  • Kivyiro, P., & Arminen, H. (2014). Carbon dioxide emissions, energy consumption, economic growth, and foreign direct investment: causality analysis for sub-Saharan Africa. Energy, 74, 595–606.

    Google Scholar 

  • Kuznets, S. (1955). Economic growth and income inequality. Am Econ Rev, 45, 1–28.

    Google Scholar 

  • Lau, L. S., Choong, C. K., & Eng, Y. K. (2014). Carbon dioxide emission, institutional quality, and economic growth: empirical evidence in Malaysia. Renew Energy, 68, 276–281.

    Google Scholar 

  • Lee, C. C., & Lee, J. D. (2009). Income and CO2 emissions: evidence from panel unit root and cointegration tests. Energy Policy, 37, 413–423.

    Google Scholar 

  • Levin, A., Lin, C. F., & Chu, C. S. (2002). Unit root tests in panel data: asymptotic and finite sample properties. J Econ, 108, 1–24.

    Google Scholar 

  • Machado, G.V. (2000). Energy use, C02 emissions and foreign trade: an input-output approach applied to the Brazilian case. Paper presented at the 13th Conference on Input Output Technique, Italy, August 21-25.

  • Maddala, G. S., & Wu, S. (1999). A comparative study of unit root tests with panel data and a new simple test. Oxf Bull Econ Stat, 61, 631–652.

    Google Scholar 

  • Martinez-Zarzoso, I., & Begochea-Morancho, A. (2004). Pooled mean group estimation of an environmental Kuznets curve for CO2. Econ Lett, 82, 121–126.

    Google Scholar 

  • Mensah, J. T. (2014). Carbon emissions, energy consumption and output: a threshold analysis on the causal dynamics in emerging African economies. Energy Policy, 70, 172–182.

    Google Scholar 

  • Nasir, M., & Rehman, F. R. (2011). Environmental Kuznets curve for carbon emissions in Pakistan: an empirical investigation. Energy Policy, 39, 1857–1864.

    Google Scholar 

  • Onafowora, O. A., & Owoye, O. (2014). Bounds testing approach to analysis of the environment Kuznets curve hypothesis. Energy Econ, 44, 47–62.

    Google Scholar 

  • Orubu, O., & Omotor, D. G. (2011). Environmental quality and economic growth: searching for environmental Kuznets curves for air and water pollutants in Africa. Energy Policy, 39, 4178–4188.

    Google Scholar 

  • Osabuohien, E. S., Efobi, U. R., & Gitau, C. M. W. (2014). Beyond the environmental Kuznets curve in Africa: evidence from panel cointegration. J Environ Policy Plan, 16, 517–538.

    Google Scholar 

  • Ozturk, I., & Acaravci, A. (2010). CO2 emissions, energy consumption, and economic growth in Turkey. Renew Sust Energ Rev, 14, 3220–3225.

    Google Scholar 

  • 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, 262–267.

    Google Scholar 

  • Pao, H. T., & Tsai, C. M. (2010). CO2 emissions, energy consumption and economic growth in BRIC countries. Energy Policy, 38, 7850–7860.

    Google Scholar 

  • Pao, H. T., & Tsai, C. M. (2011a). Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): evidence from a panel of BRIC (Brazil, Russian Federation, India, and China) countries. Energy, 36, 685–693.

    Google Scholar 

  • Pao, H. T., & Tsai, C. M. (2011b). Modeling and forecasting the CO2 emissions, energy consumption, and economic growth in Brazil. Energy, 36, 2450–2458.

    Google Scholar 

  • Pao, H. T., Yu, H. C., & Yang, Y. H. (2011). Modeling the CO2 emissions, energy use, and economic growth in Russia. Energy, 36, 5094–5100.

    Google Scholar 

  • Saboori, B., & Sulaiman, J. (2013a). CO2 emissions, energy consumption and economic growth in Association of South East Asian Nations (ASEAN) countries: a cointegration approach. Energy, 55, 813–822.

    Google Scholar 

  • Saboori, B., & Sulaiman, J. (2013b). Environmental degradation, economic growth and energy consumption: evidence of the environmental Kuznets curve in Malaysia. Energy Policy, 60, 892–905.

    Google Scholar 

  • Saboori, B., Sulaiman, J., & Mohd, S. (2012). Economic growth and CO2 emissions in Malaysia: a co-integration analysis of the environmental Kuznets curve. Energy Policy, 51, 184–191.

    Google Scholar 

  • Sahli, I., & Ben Rejeb, J. (2015). The environmental Kuznets curve and corruption in the Mena region. Procedia Soc Behav Sci, 195, 1648–1657.

    Google Scholar 

  • Sen, A., (1988). The concept of development, in Hollis Chenery and Thirukodikaval N. Srinivasan (eds), Handbook of Development Economics 1, North Holland: Elsevier Science Publishers, 10–26.

  • Sen, A., (2000). Social exclusion: concept, application, and scrutiny. Master of Trinity College, Cambridge, and Lamont University Professor Emeritus, Harvard University.

  • Shahbaz, M., Lean, H. H., & Shabbir, M. S. (2012). Environmental Kuznets curve hypothesis in Pakistan: cointegration and Granger causality. Renew Sust Energ Rev, 16, 2947–2953.

    Google Scholar 

  • Shahbaz, M., Tiwari, A. K., & Nasir, M. (2013a). The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa. Energy Policy, 61, 1452–1459.

    Google Scholar 

  • Shahbaz, M., Ozturk, I., Afza, T., & Ali, A. (2013b). Revisiting the environmental Kuznets curve in a global economy. Renew Sust Energ Rev, 25, 494–502.

    Google Scholar 

  • Shahbaz, M., Mutascu, M., & Azim, P. (2013c). Environmental Kuznets curve in Romania and the role of energy consumption. Renew Sust Energ Rev, 18, 165–173.

    Google Scholar 

  • Shahbaz, M., Khraief, N., Uddin, G.S., Ozturk, I., 2014. Environmental Kuznets curve in an open economy: a bounds testing and causality analysis for Tunisia. 34, 325–336.

  • Siddiqui, D. A., & Ahmed, Q. M. (2013). The effect of institutions on economic growth: a global analysis based on GMM dynamic panel estimation. Struct Chang Econ Dyn, 24, 18–33.

    Google Scholar 

  • 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.

    Google Scholar 

  • Tiba, S., & Omri, A. (2016). Literature survey on the relationships between energy, environment and economic growth. Renew Sust Energ Rev, 69, 1129–1146. https://doi.org/10.1016/j.rser.2016.09.113.

    Article  Google Scholar 

  • Tiba, S., Omri, A., & Frikha, M. (2015). The four-way linkages between renewable energy, environmental quality, trade and economic growth: a comparative analysis between high and middle-income countries. Energy Systems, 7, 103–144.

    Google Scholar 

  • Tiwari, A. K., Shahbaz, M., & Hye, Q. M. A. (2013). The environmental Kuznets curve and the role of coal consumption in India: cointegration and causality analysis in an open economy. Renew Sust Energ Rev, 18, 519–527.

    Google Scholar 

  • Ul Haq, M. (1995). Reflections on human development. New York: Oxford University Press.

    Google Scholar 

  • UNDP. (2011). Human development reports indices and data. Available at http://hdr.undp.org/en/statistics/

  • Wang, Y., Kang, L., Wu, X., & Xiao, Y. (2013). Estimating the environmental Kuznets curve for ecological footprint at the global level: a spatial econometric approach. Ecol Indic, 34, 15–21.

    Google Scholar 

  • World Bank, (2014).World development indicators. Available at http://www.worldbank.org/data/on line data bases/ on linedatabases.html.

  • Yang, Z., & Zhao, Y. (2014). Energy consumption, carbon emissions, and economic growth in India: evidence from directed acyclic graphs. Econ Model, 38, 533–540.

    Google Scholar 

  • Yavuz, N. Ç. (2014). CO2 emission, energy consumption, and economic growth for Turkey: evidence from a cointegration test with a structural break. Energy Sources Part B: Econ Plan Policy, 9(3), 229–235.

    Google Scholar 

  • Zilio, M., & Recalde, M. (2011). GDP and environment pressure: the role of energy in Latin America and the Caribbean. Energy Policy, 39, 7941–7949.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sofien Tiba.

Additional information

Publisher’s Note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tiba, S., Frikha, M. EKC and Macroeconomics Aspects of Well-being: a Critical Vision for a Sustainable Future. J Knowl Econ 11, 1171–1197 (2020). https://doi.org/10.1007/s13132-019-00600-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13132-019-00600-9

Keywords

Navigation