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The Environmental Impacts of Human Capital in the BRICS Economies

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  • Fortune Ganda

    (Walter Sisulu University, Butterworth Campus)

Abstract

The prospects for new, decent jobs are large considering the transformation to a green economy. This article examines the environmental effects of human capital in the BRICS countries—Brazil, Russian Federation, India, China and South Africa—over the period 1990–2017. Environmental quality (deploying carbon emissions as the proxy) and environmental sustainability (utilising adjusted net savings, excluding particulate emission damage as the indicator) are identified as the dependent variables. This paper uses more recently developed econometric models, namely the Cross-sectionally Augmented Distributed Lag (CS-ARDL) method and the Dumitrescu-Hurlin causality technique to analyse the data. The findings demonstrate that human capital is significantly positively related to both environmental quality and environmental sustainability in both the short and long run. Human capital also forms a bi-directional causality relationship with environmental sustainability, and environmental quality also causes human capital (thereby showing a uni-directional causality). As such, the paper suggests that governments should develop a policy which promotes investments in greening human skills.

Suggested Citation

  • Fortune Ganda, 2022. "The Environmental Impacts of Human Capital in the BRICS Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 611-634, March.
  • Handle: RePEc:spr:jknowl:v:13:y:2022:i:1:d:10.1007_s13132-021-00737-6
    DOI: 10.1007/s13132-021-00737-6
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    as
    1. Bokpin, Godfred A., 2017. "Foreign direct investment and environmental sustainability in Africa: The role of institutions and governance," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 239-247.
    2. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2016. "Long-Run Effects in Large Heterogeneous Panel Data Models with Cross-Sectionally Correlated Errors," Advances in Econometrics, in: Essays in Honor of man Ullah, volume 36, pages 85-135, Emerald Group Publishing Limited.
    3. Philip O. Alege & Oluwasogo S. Adediran & Adeyemi A. Ogundipe, 2016. "Pollutant Emissions, Energy Consumption and Economic Growth in Nigeria," International Journal of Energy Economics and Policy, Econjournals, vol. 6(2), pages 202-207.
    4. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2019. "Human capital and energy consumption: Evidence from OECD countries," Energy Economics, Elsevier, vol. 84(C).
    5. 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.
    6. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-323, March.
    7. 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.
    8. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    9. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    10. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    11. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    12. Olufunmilayo T. Afolayan & Henry Okodua & Hassan Oaikhenan & Oluwatoyin Matthew, 2020. "Carbon Emissions, Human Capital Investment and Economic Development in Nigeria," International Journal of Energy Economics and Policy, Econjournals, vol. 10(2), pages 427-437.
    13. Shekhar Mishra & Avik Sinha & Arshian Sharif & Norazah Mohd Suki, 2020. "Dynamic linkages between tourism, transportation, growth and carbon emission in the USA: evidence from partial and multiple wavelet coherence," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(21), pages 2733-2755, November.
    14. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    15. Shahbaz, Muhammad & Balsalobre-Lorente, Daniel & Sinha, Avik, 2019. "Foreign Direct Investment–CO2 Emissions Nexus in Middle East and North African countries: Importance of Biomass Energy Consumption," MPRA Paper 91729, University Library of Munich, Germany, revised 19 Jan 2019.
    16. 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.
    17. Vasilis Sarafidis & Tom Wansbeek, 2012. "Cross-Sectional Dependence in Panel Data Analysis," Econometric Reviews, Taylor & Francis Journals, vol. 31(5), pages 483-531, September.
    18. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    19. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    20. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    21. Chen, Yulong & Zhao, Jincai & Lai, Zhizhu & Wang, Zheng & Xia, Haibin, 2019. "Exploring the effects of economic growth, and renewable and non-renewable energy consumption on China’s CO2 emissions: Evidence from a regional panel analysis," Renewable Energy, Elsevier, vol. 140(C), pages 341-353.
    22. Muhammad, Bashir, 2019. "Energy consumption, CO2 emissions and economic growth in developed, emerging and Middle East and North Africa countries," Energy, Elsevier, vol. 179(C), pages 232-245.
    23. Charu Rastogi & Sanjaykumar M. Gaikwad, 2017. "A Study on Determinants of Human Capital Development in BRICS Nations," FIIB Business Review, , vol. 6(3), pages 38-50, July.
    24. Abdul Bashir & K. M. Husni Thamrin & Muhammad Farhan & Mukhlis Mukhlis & Dirta Pratama Atiyatna, 2019. "The Causality between Human Capital, Energy Consumption, CO2 Emissions, and Economic Growth: Empirical Evidence from Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 98-104.
    25. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    26. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Khan, Naveed R. & Mirza, Faisal Mehmood & Hou, Fujun & Kirmani, Syed Ali Ashiq, 2019. "The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    27. Zallé, Oumarou, 2019. "Natural resources and economic growth in Africa: The role of institutional quality and human capital," Resources Policy, Elsevier, vol. 62(C), pages 616-624.
    28. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    29. Wang, Zhaohua & Bui, Quocviet & Zhang, Bin, 2020. "The relationship between biomass energy consumption and human development: Empirical evidence from BRICS countries," Energy, Elsevier, vol. 194(C).
    30. Kwabena Twerefou, Daniel & Danso-Mensah, Kwadwo & Bokpin, Godfred A., 2017. "The environmental effects of economic growth and globalization in Sub-Saharan Africa: A panel general method of moments approach," Research in International Business and Finance, Elsevier, vol. 42(C), pages 939-949.
    31. World Bank, 2012. "Inclusive Green Growth : The Pathway to Sustainable Development," World Bank Publications - Books, The World Bank Group, number 6058, December.
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    3. Wang, Haohui & Peng, Gang & Luo, Yan & Du, Hongmei, 2023. "Asymmetric influence of renewable energy, ecological governance, and human development on green growth of BRICS countries," Renewable Energy, Elsevier, vol. 206(C), pages 1007-1019.
    4. Payab, Ahmad Haseeb & Kautish, Pradeep & Sharma, Rajesh & Siddiqui, Aaliyah & Mehta, Atul & Siddiqui, Mujahid, 2023. "Does human capital complement sustainable development goals? Evidence from leading carbon emitter countries," Utilities Policy, Elsevier, vol. 81(C).
    5. Moutinho, Victor & Santos de Oliveira, Helena M. & Viana Espinosa de Oliveira, Henrique & Puime Guillén, Félix, 2023. "The augmented and integrative model of economic growth: Theoretical and empirical evidence from USA," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    6. Jahanger, Atif & Hossain, Mohammad Razib & Usman, Muhammad & Chukwuma Onwe, Joshua, 2023. "Recent scenario and nexus between natural resource dependence, energy use and pollution cycles in BRICS region: Does the mediating role of human capital exist?," Resources Policy, Elsevier, vol. 81(C).
    7. Barut, Abdulkadir & Kaya, Emine & Bekun, Festus Victor & Cengiz, Sevgi, 2023. "Environmental sustainability amidst financial inclusion in five fragile economies: Evidence from lens of environmental Kuznets curve," Energy, Elsevier, vol. 269(C).
    8. Abdul Haseeb & Enjun Xia & Shah Saud & Muhammad Usman & Muhammad Umer Quddoos, 2023. "Unveiling the liaison between human capital, trade openness, and environmental sustainability for BRICS economies: Robust panel‐data estimation," Natural Resources Forum, Blackwell Publishing, vol. 47(2), pages 229-256, May.
    9. Bhawna MUDGAL & Hemlata MANGLANI, 2023. "A proposal for modified human development index for BRICS countries. A holistic approach towards sustainable human development," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(3(636), A), pages 107-130, Autumn.

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