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Modelling Simultaneous Relationships Between Human Development, Energy, and Environment: Fresh Evidence from Panel Quantile Regression

Author

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  • Umer Jeelanie Banday

    (Indian Institute of Technology New Delhi)

  • Mustafa Kocoglu

    (Erciyes University)

Abstract

The present study attempts to analyse the relationship between the human development index, carbon dioxide, energy consumption, and economic growth. The purpose of this analysis is to provide policy implications for economic growth with minimum harm to the environment. To this end, the study employed panel quantile regression on a panel data for emerging economies between 1990 and 2014. The findings of quantile regression revealed interesting results. The environmental Kuznets curve (EKC) proposes an inverted U-shape found valid in the sample; the impact of energy consumption is found positive along with all levels of carbon emissions (CO2). Thus, both the existence of the additional hypothesis and the negative bilateral relationship between HDI and emissions indicate that economic development can have a key role in overcoming environmental degradation. In addition, the impact of trade and population is negative and positive, respectively. Findings of the human development index (HDI) revealed that energy consumption, population, and international trade have a positive effect, whereas carbon emissions have a negative impact on HDI. The one-way and two models, along with the fixed-effect and ordinary least square (OLS), also confirmed the robustness of the results. Lastly, policy implications based on findings are also discussed.

Suggested Citation

  • Umer Jeelanie Banday & Mustafa Kocoglu, 2023. "Modelling Simultaneous Relationships Between Human Development, Energy, and Environment: Fresh Evidence from Panel Quantile Regression," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1559-1581, June.
  • Handle: RePEc:spr:jknowl:v:14:y:2023:i:2:d:10.1007_s13132-022-00921-2
    DOI: 10.1007/s13132-022-00921-2
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    as
    1. Ohler, Adrienne & Fetters, Ian, 2014. "The causal relationship between renewable electricity generation and GDP growth: A study of energy sources," Energy Economics, Elsevier, vol. 43(C), pages 125-139.
    2. Catherine Wolfram & Orie Shelef & Paul Gertler, 2012. "How Will Energy Demand Develop in the Developing World?," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 119-138, Winter.
    3. Akseer Hussain & Subhasish Dey, 2021. "Revisiting environmental Kuznets curve with HDI: new evidence from cross-country panel data," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 10(3), pages 324-342, July.
    4. Steinberger, Julia K. & Roberts, J. Timmons, 2010. "From constraint to sufficiency: The decoupling of energy and carbon from human needs, 1975-2005," Ecological Economics, Elsevier, vol. 70(2), pages 425-433, December.
    5. Lee, Chien-Chiang & Chang, Chun-Ping, 2005. "Structural breaks, energy consumption, and economic growth revisited: Evidence from Taiwan," Energy Economics, Elsevier, vol. 27(6), pages 857-872, November.
    6. Anand, Sudhir & Sen, Amartya, 2000. "Human Development and Economic Sustainability," World Development, Elsevier, vol. 28(12), pages 2029-2049, December.
    7. Zahnd, Alex & Kimber, Haddix McKay, 2009. "Benefits from a renewable energy village electrification system," Renewable Energy, Elsevier, vol. 34(2), pages 362-368.
    8. Bassam Fattouh & Laurence Harris & Pasquale Scaramozzino, 2008. "Non-linearity in the determinants of capital structure: evidence from UK firms," Empirical Economics, Springer, vol. 34(3), pages 417-438, June.
    9. Omri, Anis, 2013. "CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models," Energy Economics, Elsevier, vol. 40(C), pages 657-664.
    10. A. Bhargava & L. Franzini & W. Narendranathan, 2006. "Serial Correlation and the Fixed Effects Model," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 4, pages 61-77, World Scientific Publishing Co. Pte. Ltd..
    11. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    12. Fodha, Mouez & Zaghdoud, Oussama, 2010. "Economic growth and pollutant emissions in Tunisia: An empirical analysis of the environmental Kuznets curve," Energy Policy, Elsevier, vol. 38(2), pages 1150-1156, February.
    13. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    14. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    15. Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sousa, Ricardo M., 2014. "Energy prices and CO2 emission allowance prices: A quantile regression approach," Energy Policy, Elsevier, vol. 70(C), pages 201-206.
    16. Bloch, Harry & Rafiq, Shuddhasattwa & Salim, Ruhul, 2012. "Coal consumption, CO2 emission and economic growth in China: Empirical evidence and policy responses," Energy Economics, Elsevier, vol. 34(2), pages 518-528.
    17. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    18. Abdalla Sirag & Bolaji Tunde Matemilola & Siong Hook Law & A. N Bany-Ariffin, 2018. "Does environmental Kuznets curve hypothesis exist? Evidence from dynamic panel threshold," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 7(2), pages 145-165, April.
    19. Sharif, Arshian & Mishra, Shekhar & Sinha, Avik & Jiao, Zhilun & Shahbaz, Muhammad & Afshan, Sahar, 2020. "The renewable energy consumption-environmental degradation nexus in Top-10 polluted countries: Fresh insights from quantile-on-quantile regression approach," Renewable Energy, Elsevier, vol. 150(C), pages 670-690.
    20. Badi H. Baltagi, 2008. "Forecasting with panel data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 153-173.
    21. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    22. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    23. Abrevaya, Jason & Dahl, Christian M, 2008. "The Effects of Birth Inputs on Birthweight," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 379-397.
    24. Robert F. Engle & Simone Manganelli, 2004. "CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 367-381, October.
    25. Ghali, Khalifa H. & El-Sakka, M. I. T., 2004. "Energy use and output growth in Canada: a multivariate cointegration analysis," Energy Economics, Elsevier, vol. 26(2), pages 225-238, March.
    26. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.
    27. Zhu, Huiming & Duan, Lijun & Guo, Yawei & Yu, Keming, 2016. "The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: Evidence from panel quantile regression," Economic Modelling, Elsevier, vol. 58(C), pages 237-248.
    28. repec:dau:papers:123456789/11438 is not listed on IDEAS
    29. Tang, Chor Foon & Tan, Bee Wah, 2015. "The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam," Energy, Elsevier, vol. 79(C), pages 447-454.
    30. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    31. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    32. Kanagawa, Makoto & Nakata, Toshihiko, 2008. "Assessment of access to electricity and the socio-economic impacts in rural areas of developing countries," Energy Policy, Elsevier, vol. 36(6), pages 2016-2029, June.
    33. Tim Jackson, 2009. "Beyond the Growth Economy," Journal of Industrial Ecology, Yale University, vol. 13(4), pages 487-490, August.
    34. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    35. Dias, Rubens A. & Mattos, Cristiano R. & P. Balestieri, Jose A., 2006. "The limits of human development and the use of energy and natural resources," Energy Policy, Elsevier, vol. 34(9), pages 1026-1031, June.
    36. Marti­nez, Daniel M. & Ebenhack, Ben W., 2008. "Understanding the role of energy consumption in human development through the use of saturation phenomena," Energy Policy, Elsevier, vol. 36(4), pages 1430-1435, April.
    37. Binder, Martin & Coad, Alex, 2011. "From Average Joe's happiness to Miserable Jane and Cheerful John: using quantile regressions to analyze the full subjective well-being distribution," Journal of Economic Behavior & Organization, Elsevier, vol. 79(3), pages 275-290, August.
    38. Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
    39. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    40. Mazur, Allan, 2011. "Does increasing energy or electricity consumption improve quality of life in industrial nations?," Energy Policy, Elsevier, vol. 39(5), pages 2568-2572, May.
    41. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    42. Holtedahl, Pernille & Joutz, Frederick L., 2004. "Residential electricity demand in Taiwan," Energy Economics, Elsevier, vol. 26(2), pages 201-224, March.
    43. Adekoya, Oluwasegun B. & Olabode, Joshua K. & Rafi, Syed K., 2021. "Renewable energy consumption, carbon emissions and human development: Empirical comparison of the trajectories of world regions," Renewable Energy, Elsevier, vol. 179(C), pages 1836-1848.
    44. Zhu, Huiming & Guo, Yawei & You, Wanhai & Xu, Yaqin, 2016. "The heterogeneity dependence between crude oil price changes and industry stock market returns in China: Evidence from a quantile regression approach," Energy Economics, Elsevier, vol. 55(C), pages 30-41.
    45. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    46. Asif, M. & Muneer, T., 2007. "Energy supply, its demand and security issues for developed and emerging economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(7), pages 1388-1413, September.
    47. Ang, James B., 2008. "Economic development, pollutant emissions and energy consumption in Malaysia," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 271-278.
    48. Soytas, Ugur & Sari, Ramazan, 2009. "Energy consumption, economic growth, and carbon emissions: Challenges faced by an EU candidate member," Ecological Economics, Elsevier, vol. 68(6), pages 1667-1675, April.
    49. Hardt, Lukas & Owen, Anne & Brockway, Paul & Heun, Matthew K. & Barrett, John & Taylor, Peter G. & Foxon, Timothy J., 2018. "Untangling the drivers of energy reduction in the UK productive sectors: Efficiency or offshoring?," Applied Energy, Elsevier, vol. 223(C), pages 124-133.
    50. Al-Mulali, Usama & Saboori, Behnaz & Ozturk, Ilhan, 2015. "Investigating the environmental Kuznets curve hypothesis in Vietnam," Energy Policy, Elsevier, vol. 76(C), pages 123-131.
    51. Omri, Anis & Kahouli, Bassem, 2014. "Causal relationships between energy consumption, foreign direct investment and economic growth: Fresh evidence from dynamic simultaneous-equations models," Energy Policy, Elsevier, vol. 67(C), pages 913-922.
    52. Oh, Wankeun & Lee, Kihoon, 2004. "Energy consumption and economic growth in Korea: testing the causality relation," Journal of Policy Modeling, Elsevier, vol. 26(8-9), pages 973-981, December.
    53. Belloumi, Mounir, 2009. "Energy consumption and GDP in Tunisia: Cointegration and causality analysis," Energy Policy, Elsevier, vol. 37(7), pages 2745-2753, July.
    54. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    55. Daitoh, Ichiroh, 2010. "Productive consumption and population dynamics in an endogenous growth model: Demographic trends and human development aid in developing economies," Journal of Economic Dynamics and Control, Elsevier, vol. 34(4), pages 696-709, April.
    56. Burney, Nadeem A., 1995. "Socioeconomic development and electricity consumption A cross-country analysis using the random coefficient method," Energy Economics, Elsevier, vol. 17(3), pages 185-195, July.
    57. Alkhathlan, Khalid & Javid, Muhammad, 2013. "Energy consumption, carbon emissions and economic growth in Saudi Arabia: An aggregate and disaggregate analysis," Energy Policy, Elsevier, vol. 62(C), pages 1525-1532.
    58. Tran, Nguyen Van & Tran, Quyet Van & Do, Linh Thi Thuy & Dinh, Linh Hong & Do, Ha Thi Thu, 2019. "Trade off between environment, energy consumption and human development: Do levels of economic development matter?," Energy, Elsevier, vol. 173(C), pages 483-493.
    59. Baltagi, Badi H. & Wu, Ping X., 1999. "Unequally Spaced Panel Data Regressions With Ar(1) Disturbances," Econometric Theory, Cambridge University Press, vol. 15(6), pages 814-823, December.
    60. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    61. Ouedraogo, Nadia S., 2013. "Energy consumption and economic growth: Evidence from the economic community of West African States (ECOWAS)," Energy Economics, Elsevier, vol. 36(C), pages 637-647.
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