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Modeling Disaggregate Globalization to Carbon Emissions in BRICS: A Panel Quantile Regression Analysis

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  • Audi, Marc
  • Poulin, Marc
  • Ahmad, Khalil
  • Ali, Amjad

Abstract

This study analyzes the impact that economic, political, and social globalization has had on carbon dioxide emissions in BRICS countries from 1991 to 2022. An empirical analysis has been performed by using the panel ordinary least squares, fixed effects, fully modified ordinary least squares, dynamic ordinary least squares, and panel quantile regres-sion methods. The findings show that both coal-based energy production and economic expansion are major contribu-tors to carbon emissions in BRICS countries. This research substantiates that there is an inverted U-shaped relationship between carbon emissions and per capita income in these countries, which validates the environmental Kuznets curve (EKC) hypothesis. Also, coal-based energy production and economic development are seen to be significant in raising carbon emissions at lower quantiles, and their significance falls at higher quantiles, thus reinforcing the EKC hypothe-sis in BRICS. The results show a strong influence of both political as well as economic globalization on carbon emis-sions, whereas social globalization has an insignificant impact. The findings indicate that the influence of economic and political globalization on carbon emissions differed across the distribution of carbon emissions, with a higher ef-fect in the lower to middle quantiles and a lower effect in the higher quantiles; this is consistent with the EKC theory. This type of impact by disaggregate globalization indicates that deeper regional cooperation and the empowerment of global institutions can depress global carbon emissions.

Suggested Citation

  • Audi, Marc & Poulin, Marc & Ahmad, Khalil & Ali, Amjad, 2025. "Modeling Disaggregate Globalization to Carbon Emissions in BRICS: A Panel Quantile Regression Analysis," MPRA Paper 124293, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:124293
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    1. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    2. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    3. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    4. Marc Audi & Amjad Ali & Mohamad Kassem, 2020. "Greenhouse Gases: A Review of Losses and Benefits," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 403-418.
    5. Marc Audi & Amjad Ali, 2023. "The Role of Environmental Conditions and Purchasing Power Parity in Determining Quality of Life among Big Asian Cities," International Journal of Energy Economics and Policy, Econjournals, vol. 13(3), pages 292-305, May.
    6. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    7. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    8. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    9. Amjad Ali & Marc Audi & Ismail Senturk & Yannick Roussel, 2022. "Do Sectoral Growth Promote CO2 Emissions in Pakistan? Time Series Analysis in Presence of Structural Break," International Journal of Energy Economics and Policy, Econjournals, vol. 12(2), pages 410-425, March.
    10. Ouyang, Xiaoling & Li, Qiong & Du, Kerui, 2020. "How does environmental regulation promote technological innovations in the industrial sector? Evidence from Chinese provincial panel data," Energy Policy, Elsevier, vol. 139(C).
    11. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    12. Liddle, Brantley, 2001. "Free trade and the environment-development system," Ecological Economics, Elsevier, vol. 39(1), pages 21-36, October.
    13. Song, Ma-Lin & Zhang, Wei & Wang, Shu-Hong, 2013. "Inflection point of environmental Kuznets curve in Mainland China," Energy Policy, Elsevier, vol. 57(C), pages 14-20.
    14. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    15. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    16. Cemalettin Kalayci & P nar Hayaloglu, 2019. "The Impact of Economic Globalization on CO2 Emissions: The Case of NAFTA Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 9(1), pages 356-360.
    17. Audi, Marc & Ali, Amjad, 2018. "Determinants of Environmental Degradation under the Perspective of Globalization: A Panel Analysis of Selected MENA Nations," MPRA Paper 85776, University Library of Munich, Germany.
    18. Judith M. Dean, 2002. "Does trade liberalization harm the environment? A new test," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 35(4), pages 819-842, November.
    19. Amjad Ali & Marc Audi & Chan Bibi & Yannick Roussel, 2021. "The Impact of Gender Inequality and Environmental Degradation on Human Well-being in the Case of Pakistan: A Time Series Analysis," International Journal of Economics and Financial Issues, Econjournals, vol. 11(2), pages 92-99.
    20. 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.
    21. Amjad Ali & Marc Audi & Yannick Roussel, 2021. "Natural Resources Depletion, Renewable Energy Consumption and Environmental Degradation: A Comparative Analysis of Developed and Developing World," International Journal of Energy Economics and Policy, Econjournals, vol. 11(3), pages 251-260.
    22. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    23. Friedl, Birgit & Getzner, Michael, 2003. "Determinants of CO2 emissions in a small open economy," Ecological Economics, Elsevier, vol. 45(1), pages 133-148, April.
    24. Vollebergh, Herman R.J. & Kemfert, Claudia, 2005. "The role of technological change for a sustainable development," Ecological Economics, Elsevier, vol. 54(2-3), pages 133-147, August.
    25. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Modeling and forecasting the CO2 emissions, energy consumption, and economic growth in Brazil," Energy, Elsevier, vol. 36(5), pages 2450-2458.
    26. Shahbaz, Muhammad & Khraief, Naceur & Uddin, Gazi Salah & Ozturk, Ilhan, 2014. "Environmental Kuznets curve in an open economy: A bounds testing and causality analysis for Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 325-336.
    27. Mahmut Yasar & Carl H. Nelson & Roderick Rejesus, 2006. "Productivity and Exporting Status of Manufacturing Firms: Evidence from Quantile Regressions," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(4), pages 675-694, December.
    28. Haider Mahmood & Amira Houaneb, 2023. "The Environmental Kuznets Curve Hypothesis in the United States: A Review," International Journal of Energy Economics and Policy, Econjournals, vol. 13(6), pages 397-403, November.
    29. Roger Perman & David I. Stern, 2003. "Evidence from panel unit root and cointegration tests that the Environmental Kuznets Curve does not exist," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(3), pages 325-347, September.
    30. Odhiambo, Nicholas M., 2010. "Energy consumption, prices and economic growth in three SSA countries: A comparative study," Energy Policy, Elsevier, vol. 38(5), pages 2463-2469, May.
    31. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    32. Pata, Ugur Korkut, 2018. "The influence of coal and noncarbohydrate energy consumption on CO2 emissions: Revisiting the environmental Kuznets curve hypothesis for Turkey," Energy, Elsevier, vol. 160(C), pages 1115-1123.
    33. Lamarche, Carlos, 2010. "Robust penalized quantile regression estimation for panel data," Journal of Econometrics, Elsevier, vol. 157(2), pages 396-408, August.
    34. McAusland, Carol, 2008. "Trade, politics, and the environment: Tailpipe vs. smokestack," Journal of Environmental Economics and Management, Elsevier, vol. 55(1), pages 52-71, January.
    35. Shahbaz, Muhammad & Kumar Tiwari, Aviral & Nasir, Muhammad, 2013. "The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa," Energy Policy, Elsevier, vol. 61(C), pages 1452-1459.
    36. Apergis, Nicholas & Ewing, Bradley T. & Payne, James E., 2016. "A time series analysis of oil production, rig count and crude oil price: Evidence from six U.S. oil producing regions," Energy, Elsevier, vol. 97(C), pages 339-349.
    37. Costantini, Valeria & Monni, Salvatore, 2008. "Environment, human development and economic growth," Ecological Economics, Elsevier, vol. 64(4), pages 867-880, February.
    38. 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.
    39. Robert Falkner, 2003. "Private Environmental Governance and International Relations: Exploring the Links," Global Environmental Politics, MIT Press, vol. 3(2), pages 72-87, May.
    40. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    41. Galvao Jr., Antonio F., 2011. "Quantile regression for dynamic panel data with fixed effects," Journal of Econometrics, Elsevier, vol. 164(1), pages 142-157, September.
    42. W. W. Rostow, 1959. "The Stages Of Economic Growth," Economic History Review, Economic History Society, vol. 12(1), pages 1-16, August.
    43. Galeotti, Marzio & Lanza, Alessandro & Pauli, Francesco, 2006. "Reassessing the environmental Kuznets curve for CO2 emissions: A robustness exercise," Ecological Economics, Elsevier, vol. 57(1), pages 152-163, April.
    44. Soytas, Ugur & Sari, Ramazan, 2007. "The relationship between energy and production: Evidence from Turkish manufacturing industry," Energy Economics, Elsevier, vol. 29(6), pages 1151-1165, November.
    45. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    46. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    47. Haider Mahmood & Maham Furqan & Muhammad Shahid Hassan & Soumen Rej, 2023. "The Environmental Kuznets Curve (EKC) Hypothesis in China: A Review," Sustainability, MDPI, vol. 15(7), pages 1-32, April.
    48. Shunsuke Managi, 2004. "Trade Liberalization and the Environment: Carbon Dioxide for 1960-1999," Economics Bulletin, AccessEcon, vol. 17(1), pages 1-5.
    49. Xunchang Fei & Mingliang Fang & Yao Wang, 2021. "Climate change affects land-disposed waste," Nature Climate Change, Nature, vol. 11(12), pages 1004-1005, December.
    50. Julia Hartmann & Stephan Vachon, 2018. "Linking Environmental Management to Environmental Performance: The Interactive Role of Industry Context," Business Strategy and the Environment, Wiley Blackwell, vol. 27(3), pages 359-374, March.
    51. Cüneyt Kiliç & Feyza Balan, 2018. "Is there an Environmental Kuznets Inverted-U Shaped Curve?," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 65(1), pages 79-94.
    52. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    53. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    54. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    55. Breitung, Jorg, 2002. "Nonparametric tests for unit roots and cointegration," Journal of Econometrics, Elsevier, vol. 108(2), pages 343-363, June.
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    More about this item

    Keywords

    carbon emissions; economic globalization; political globalization; social globalization;
    All these keywords.

    JEL classification:

    • F6 - International Economics - - Economic Impacts of Globalization
    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics

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