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Factors driving CO2 emissions: the role of energy transition and brain drain

Author

Listed:
  • Emad Kazemzadeh

    (Ferdowsi University of Mashhad)

  • José Alberto Fuinhas

    (University of Coimbra)

  • Narges Salehnia

    (Ferdowsi University of Mashhad)

  • Matheus Koengkan

    (University of Coimbra)

  • Masoud Shirazi

    (University of Coimbra)

  • Fariba Osmani

    (Ferdowsi University of Mashhad)

Abstract

This investigation explored the impacts of energy transition and brain drain on carbon dioxide (CO2) emissions. A panel of seventy-five countries from 2006 to 2020 and the panel quantile regression were used to realize this investigation. The empirical results from the panel quantile regression indicated that the brain drain, trade openness, and economic growth increase CO2 emissions per capita. At the same time, the energy transition, energy efficiency, and urbanization mitigate the environmental degradation in this group of countries. Moreover, the Dumitrescu–Hurlin panel causality test indicated the presence of unidirectional causality from brain drain to CO2 emissions. The same test also suggests that the brain drains at all levels except 75th has positive and expressive effects on CO2 emissions—mainly in quantiles 10th and 25th, and the energy transition at all levels decreases CO2 emissions, being this effect more intense as quantiles levels up. This research contributes to the literature twofold. First, the study contributes to the literature by finding that brain drain provokes environmental degradation, which is more pronounced when CO2 emissions per capita are low. Second, this analysis assesses the impact of brain drain and energy transition on CO2 emissions of countries with similar convergence patterns. Indeed, it has the novelty of using criteria to include the countries in the panel. This criterion selects the countries by identifying which are more homogeneous and thus reduces the noise caused by divergent countries in the panel. Therefore, this research also opens the door to exploring energy transition based on countries with similar convergence patterns.

Suggested Citation

  • Emad Kazemzadeh & José Alberto Fuinhas & Narges Salehnia & Matheus Koengkan & Masoud Shirazi & Fariba Osmani, 2024. "Factors driving CO2 emissions: the role of energy transition and brain drain," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 1673-1700, January.
  • Handle: RePEc:spr:endesu:v:26:y:2024:i:1:d:10.1007_s10668-022-02780-y
    DOI: 10.1007/s10668-022-02780-y
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    as
    1. Ha, Wei & Yi, Junjian & Zhang, Junsen, 2016. "Brain drain, brain gain, and economic growth in China," China Economic Review, Elsevier, vol. 38(C), pages 322-337.
    2. Samargandi, Nahla, 2019. "Energy intensity and its determinants in OPEC countries," Energy, Elsevier, vol. 186(C).
    3. Miao Wang, 2009. "Manufacturing FDI and economic growth: evidence from Asian economies," Applied Economics, Taylor & Francis Journals, vol. 41(8), pages 991-1002.
    4. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    5. Simplice A. Asongu & Chimere O. Iheonu & Kingsley O. Odo, 2019. "The Conditional Relationship between Renewable Energy and Environmental Quality in Sub-Saharan Africa," Working Papers of the African Governance and Development Institute. 19/074, African Governance and Development Institute..
    6. Filipović, Sanja & Verbič, Miroslav & Radovanović, Mirjana, 2015. "Determinants of energy intensity in the European Union: A panel data analysis," Energy, Elsevier, vol. 92(P3), pages 547-555.
    7. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    8. 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.
    9. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    10. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    11. 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.
    12. Akella, A.K. & Saini, R.P. & Sharma, M.P., 2009. "Social, economical and environmental impacts of renewable energy systems," Renewable Energy, Elsevier, vol. 34(2), pages 390-396.
    13. Muhammad Shahbaz & Samia Nasreen & Chong Hui Ling & Rashid Sbia, 2014. "Causality between Trade Openness and Energy Consumption- What Causes What in High, Middle and Low Income Countries," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 53(4), pages 423-459.
    14. 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.
    15. Ang, B.W., 2006. "Monitoring changes in economy-wide energy efficiency: From energy-GDP ratio to composite efficiency index," Energy Policy, Elsevier, vol. 34(5), pages 574-582, March.
    16. Docquier, Frédéric & Iftikhar, Zainab, 2019. "Brain drain, informality and inequality: A search-and-matching model for sub-Saharan Africa," Journal of International Economics, Elsevier, vol. 120(C), pages 109-125.
    17. Nicholas Apergis & Christina Christou & Stephen Miller, 2012. "Convergence patterns in financial development: evidence from club convergence," Empirical Economics, Springer, vol. 43(3), pages 1011-1040, December.
    18. Apergis, Nicholas & Payne, James E., 2014. "Renewable energy, output, CO2 emissions, and fossil fuel prices in Central America: Evidence from a nonlinear panel smooth transition vector error correction model," Energy Economics, Elsevier, vol. 42(C), pages 226-232.
    19. Sadorsky, Perry, 2011. "Trade and energy consumption in the Middle East," Energy Economics, Elsevier, vol. 33(5), pages 739-749, September.
    20. Ghani, Gairuzazmi M., 2012. "Does trade liberalization effect energy consumption?," Energy Policy, Elsevier, vol. 43(C), pages 285-290.
    21. Muhammad Azam & Syed Ali Raza, 2016. "Do Workers’ Remittances Boost Human Capital Development?," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 55(2), pages 123-149.
    22. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    23. 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.
    24. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    25. Sinani, Evis & Meyer, Klaus E., 2004. "Spillovers of technology transfer from FDI: the case of Estonia," Journal of Comparative Economics, Elsevier, vol. 32(3), pages 445-466, September.
    26. Shafiei, Sahar & Salim, Ruhul A., 2014. "Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: A comparative analysis," Energy Policy, Elsevier, vol. 66(C), pages 547-556.
    27. repec:aer:wpaper:165 is not listed on IDEAS
    28. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    29. repec:aer:wpaper:4ba793af061d is not listed on IDEAS
    30. Pata, Ugur Korkut & Caglar, Abdullah Emre, 2021. "Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break," Energy, Elsevier, vol. 216(C).
    31. Lai, Wangyang & Song, Hong & Wang, Chang & Wang, Huanhuan, 2021. "Air pollution and brain drain: Evidence from college graduates in China," China Economic Review, Elsevier, vol. 68(C).
    32. Syed Ali Raza, Mohd Zaini Abd Karim, 2016. "Do Liquidity and Financial Leverage Constrain the Impact of Firm Size and Dividend Payouts on Share Price in Emerging Economy," Journal of Finance and Economics Research, Geist Science, Iqra University, Faculty of Business Administration, vol. 1(2), pages 71-86, October.
    33. Nadeem U. Haque & Se-Jik Kim, 1995. "“Human Capital Flight”: Impact of Migration on Income and Growth," IMF Staff Papers, Palgrave Macmillan, vol. 42(3), pages 577-607, September.
    34. Paul Terhemba Iorember & Gideon G. Goshit & Dalis T. Dabwor, 2020. "Testing the nexus between renewable energy consumption and environmental quality in Nigeria: The role of broad‐based financial development," African Development Review, African Development Bank, vol. 32(2), pages 163-175, June.
    35. Fang, Zheng & Chang, Youngho, 2016. "Energy, human capital and economic growth in Asia Pacific countries — Evidence from a panel cointegration and causality analysis," Energy Economics, Elsevier, vol. 56(C), pages 177-184.
    36. Nida Shah, 2016. "The Impact of Working Capital Management on Firms Profitability in Different Business Cycles: Evidence from Pakistan," Journal of Finance and Economics Research, Geist Science, Iqra University, Faculty of Business Administration, vol. 1(1), pages 58-70, March.
    37. Haider Mahmood & Nabil Maalel & Olfa Zarrad, 2019. "Trade Openness and CO 2 Emissions: Evidence from Tunisia," Sustainability, MDPI, vol. 11(12), pages 1-14, June.
    38. Ali, Qamar & Yaseen, Muhammad Rizwan & Anwar, Sofia & Makhdum, Muhammad Sohail Amjad & Khan, Muhammad Tariq Iqbal, 2021. "The impact of tourism, renewable energy, and economic growth on ecological footprint and natural resources: A panel data analysis," Resources Policy, Elsevier, vol. 74(C).
    39. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    40. Nathaniel, Solomon Prince & Yalçiner, Kürşat & Bekun, Festus Victor, 2021. "Assessing the environmental sustainability corridor: Linking natural resources, renewable energy, human capital, and ecological footprint in BRICS," Resources Policy, Elsevier, vol. 70(C).
    41. Renato Santiago & Matheus Koengkan & José Alberto Fuinhas & António Cardoso Marques, 2020. "The relationship between public capital stock, private capital stock and economic growth in the Latin American and Caribbean countries," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 67(3), pages 293-317, September.
    42. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    43. Li, Baoxi & Cheng, Shixiong & Xiao, De, 2020. "The impacts of environmental pollution and brain drain on income inequality," China Economic Review, Elsevier, vol. 62(C).
    44. Matheus Koengkan & José Alberto Fuinhas & Renato Santiago, 2020. "Asymmetric impacts of globalisation on CO2 emissions of countries in Latin America and the Caribbean," Environment Systems and Decisions, Springer, vol. 40(1), pages 135-147, March.
    45. Ahmad, Ashfaq & Zhao, Yuhuan & Shahbaz, Muhammad & Bano, Sadia & Zhang, Zhonghua & Wang, Song & Liu, Ya, 2016. "Carbon emissions, energy consumption and economic growth: An aggregate and disaggregate analysis of the Indian economy," Energy Policy, Elsevier, vol. 96(C), pages 131-143.
    46. Pablo-Romero, María del P. & Sánchez-Braza, Antonio, 2015. "Productive energy use and economic growth: Energy, physical and human capital relationships," Energy Economics, Elsevier, vol. 49(C), pages 420-429.
    47. Roger Koenker & Zhijie Xiao, 2002. "Inference on the Quantile Regression Process," Econometrica, Econometric Society, vol. 70(4), pages 1583-1612, July.
    48. Ayanwale, Adeolu B, 2007. "FDI and Economic Growth: Evidence from Nigeria," Working Papers e87aeba5-d7ac-4751-bddf-4, African Economic Research Consortium.
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