Skip to main content

Advertisement

Log in

Dynamic linkages between globalization, human capital, and carbon dioxide emissions: empirical evidence from developing economies

  • Published:
Environment, Development and Sustainability Aims and scope Submit manuscript

Abstract

This study examines the impact of human capital and globalization on carbon dioxide (CO2) emissions for a sample of 78 developing countries, from Asia, Africa, and Latin America and the Caribbean, over the period from 1990 to 2016. As opposed to the existing studies in the literature, this study considers three types of globalization namely economic, social, and political globalization. The econometric analysis involves the use of the two-stage least squares-generalized method of moment method to account for endogeneity issues. The findings, overall, indicate that human capital development decreases CO2 emissions in developing countries across all regions. In contrast, social globalization increases CO2 emissions in all developing countries. Moreover, the empirical results also reveal that political globalization boosts CO2 emissions in the Latin American and Caribbean region, but helps to curb CO2 emissions in Asia, Africa, and in overall panel. Additionally, economic globalization significantly reduces CO2 emissions in the Latin American and Caribbean region but increases CO2 emissions in Asia, Africa, and in overall panel countries. Furthermore, human capital and globalization (in all three forms) jointly boost CO2 emissions. Hence, in line with this major finding, we recommend that the globalization policies should also incorporate the human capital development agenda of the developing countries in order to comprehensively tackle the aggravation of CO2 emissions.

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. To further detect the presence of multicollinearity issues, we also conducted the Variance Inflation Factor (VIF) analysis for all our models and the found that the values to be less than 10 which indicate that the models do not suffer from multicollinearity concerns. For ensuring brevity we do not report them but the VIF analysis outputs can be made available upon request.

  2. We have also estimated models 2–5 for the African, LAC, and Asian sub-panels. However, since the findings are more or less homogeneous for the sub-samples only the findings in the context of the full panel are reported for ensuring brevity. The findings for the subpanels can be made available upon request.

References

  • Abdouli, M., & Omri, A. (2020). Exploring the nexus among FDI inflows, environmental quality, human capital, and economic growth in the Mediterranean Region. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-020-00641-5

    Article  Google Scholar 

  • Adebayo, T. S., & Kirikkaleli, D. (2021). Impact of renewable energy consumption, globalization, and technological innovation on environmental degradation in Japan: Application of wavelet tools. Environment, Development and Sustainability. https://doi.org/10.1007/s10668-021-01322-2

    Article  Google Scholar 

  • Afolayan, O.T., Okodua, H., Oaikhenan, H., Matthew, O. (2020). Carbon emissions, human capital investment and economic development in Nigeria. International Journal of Energy Economics and Policy. https://doi.org/10.32479/ijeep.8476

  • Ahmad, U. S., Usman, M., Hussain, S., Jahanger, A., & Abrar, M. (2022). Determinants of renewable energy sources in Pakistan: An overview. Environmental Science and Pollution Research, 1–19. https://doi.org/10.1007/s11356-022-18502-w

  • Ahmed, Z., & Le, H. P. (2021). Linking information communication technology, trade globalization index, and CO 2 emissions: Evidence from advanced panel techniques. Environmental Science and Pollution Research, 28(7), 8770–8781.

    Google Scholar 

  • Akadiri, S. S., Lasisi, T. T., Uzuner, G., & Akadiri, A. C. (2020). Examining the causal impacts of tourism, globalization, economic growth and carbon emissions in tourism island territories: Bootstrap panel Granger causality analysis. Current Issues in Tourism, 23(4), 470–484.

    Google Scholar 

  • Akadiri, S. S., Alkawfi, M. M., Uğural, S., & Akadiri, A. C. (2019). Towards achieving environmental sustainability target in Italy The role of energy, real income and globalization. Science of the Total Environment. https://doi.org/10.1016/j.scitotenv.2019.03.448

    Article  Google Scholar 

  • Alvarado, R., Deng, Q., Tillaguango, B., Méndez, P., Bravo, D., Chamba, J., Alvarado-Lopez, M., & Ahmad, M. (2021). Do economic development and human capital decrease non-renewable energy consumption? Evidence for OECD countries. Energy, 215, 119147.

    Google Scholar 

  • Ansari, D., & Holz, F. (2020). Between stranded assets and green transformation: Fossil-fuel-producing developing countries towards 2055. World Development, 130, 104947.

    Google Scholar 

  • Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The review of economic studies, 58(2), 277–297. https://doi.org/10.2307/2297968

    Article  Google Scholar 

  • Aslam, B., Hu, J., Hafeez, M., Ma, D., AlGarni, T. S., Saeed, M., Abdullah, M. A., & Hussain, S. (2021). Applying environmental Kuznets curve framework to assess the nexus of industry, globalization, and CO2 emission. Environmental Technology & Innovation, 21, 101377.

    CAS  Google Scholar 

  • Aye, G. C., & Edoja, P. E. (2017). Effect of economic growth on CO2 emission in developing countries: Evidence from a dynamic panel threshold model. Cogent Economics & Finance, 5(1), 1379239.

    Google Scholar 

  • Balsalobre-Lorente, D., Driha, O. M., Shahbaz, M., & Sinha, A. (2020). The effects of tourism and globalization over environmental degradation in developed countries. Environmental Science and Pollution Research, 27(7), 7130–7144.

    CAS  Google Scholar 

  • Balsalobre-Lorente, D., Driha, O. M., Leitão, N. C., & Murshed, M. (2021). The carbon dioxide neutralizing effect of energy innovation on international tourism in EU-5 countries under the prism of the EKC hypothesis. Journal of Environmental Management, 298(C), 113513.

    CAS  Google Scholar 

  • Balsalobre-Lorente, D., Ibáñez-Luzón, L., Usman, M., & Shahbaz, M. (2022). The environmental Kuznets curve, based on the economic complexity, and the pollution haven hypothesis in PIIGS countries. Renewable Energy, 185, 1441–1455. https://doi.org/10.1016/j.renene.2021.10.059

  • Bandyopadhyay, A., & Rej, S. 2021. Can nuclear energy fuel an environmentally sustainable economic growth? Revisiting the EKC hypothesis for India. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-021-15220-7

  • Bano, S., Zhao, Y., Ahmad, A., Wang, S., & Liu, Y. (2018). Identifying the impacts of human capital on carbon emissions in Pakistan. Journal of Cleaner Production, 183, 1082–1092.

    Google Scholar 

  • Bataka, H. (2021). Globalization and environmental pollution in Sub-Saharan Africa. African Journal of Economic Review, 9(1), 191–205.

    Google Scholar 

  • Bilgili, F., Ulucak, R., Koçak, E., & İlkay, S. Ç. (2020). Does globalization matter for environmental sustainability? Empirical investigation for Turkey by Markov regime switching models. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-019-06996-w

    Article  Google Scholar 

  • Brasington, D. M., & Hite, D. (2005). Demand for environmental quality: A spatial hedonic analysis. Regional Science and Urban Economics, 35(1), 57–82.

    Google Scholar 

  • Cagno, E., & Trianni, A. (2013). Exploring drivers for energy efficiency within small- and medium-sized enterprises: First evidences from Italian manufacturing enterprises. Applied Energy. https://doi.org/10.1016/j.apenergy.2012.10.053

    Article  Google Scholar 

  • Clarke, T. (2011). Human capital in developing countries: The significance of the Asian experience. The Oxford handbook of human capital.

  • Desha, C., Robinson, D., & Sproul, A. (2015). Working in partnership to develop engineering capability in energy efficiency. Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2014.03.099

    Article  Google Scholar 

  • Destek, M. A. (2020). Investigation on the role of economic, social, and political globalization on environment: Evidence from CEECs. Environmental Science and Pollution Research, 27(27), 33601–33614.

    Google Scholar 

  • Destek, M. A. (2019). Investigation on the role of economic, social, and political globalization on environment: Evidence from CEECs. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-019-04698-x

    Article  Google Scholar 

  • Dixit, A., Sahany, S., & Kulkarni, A. V. (2021). Glacial changes over the Himalayan Beas basin under global warming. Journal of Environmental Management, 295, 113101.

    Google Scholar 

  • Dong, K., Sun, R., Li, H., & Liao, H. (2018). Does natural gas consumption mitigate CO2 emissions: Testing the environmental Kuznets curve hypothesis for 14 Asia-Pacific countries. Renewable and Sustainable Energy Reviews, 94, 419–429.

    Google Scholar 

  • Doytch, N. (2020). The impact of foreign direct investment on the ecological footprints of nations. Environmental and Sustainability Indicators, 8, 100085.

    Google Scholar 

  • Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied Economics. https://doi.org/10.1080/00036840500392078

    Article  Google Scholar 

  • Fadly, D. (2019). Low-carbon transition: Private sector investment in renewable energy projects in developing countries. World Development, 122, 552–569.

    Google Scholar 

  • Farouq, I. S., Sambo, N. U., Ahmad, A. U., & Jakada, A. H. (2021). Does financial globalization uncertainty affect CO 2 emissions? Empirical evidence from some selected SSA countries. Quantitative Finance and Economics, 5(2), 247–263.

    Google Scholar 

  • Feenstra, R. C., Inklaar, R., & Timmer, M. P. (2015). The next generation of the penn world table. The American Economic Review. https://doi.org/10.1257/aer.20130954

    Article  Google Scholar 

  • Gujirati, D.N. 1995., 2004. Basic Econometrics, 3rd ed.. New York: McGraw-Hill Co., Science. https://doi.org/10.1126/science.1186874

  • Gygli, S., Haelg, F., Potrafke, N., & Sturm, J. E. (2019). The KOF globalisation index–revisited. The Review of International Organizations, 14(3), 543–574.

    Google Scholar 

  • Haini, H. (2021). Examining the impact of ICT, human capital and carbon emissions: Evidence from the ASEAN economies. International Economics, 166, 116–125.

    Google Scholar 

  • Hao, L. N., Umar, M., Khan, Z., & Ali, W. (2021). Green growth and low carbon emission in G7 countries: How critical the network of environmental taxes, renewable energy and human capital is? Science of the Total Environment, 752, 141853.

    CAS  Google Scholar 

  • Hasegawa, T., Fujimori, S., Havlík, P., Valin, H., Bodirsky, B. L., Doelman, J. C., Fellmann, T., Kyle, P., Koopman, J. F. L., Lotze-Campen, H., Mason-DCroz, D., Ochi, Y., Domínguez, I. P., Stehfest, E., Sulser, T. B., Tabeau, A., Takahashi, K., Takakura, J., van Meijl, H., … Witzke, P. (2018). Risk of increased food insecurity under stringent global climate change mitigation policy. Nature Climate Change, 8(8), 699–703.

    Google Scholar 

  • Huang, Y., Haseeb, M., Usman, M., & Ozturk, I. (2022). Dynamic association between ICT, renewable energy, economic complexity and ecological footprint: Is there any difference between E-7 (developing) and G-7 (developed) countries?. Technology in Society, 68, 101853. https://doi.org/10.1016/j.techsoc.2021.101853

  • Hui, Z., Zhang, J., Ma, Z., Li, X., Peng, T., Li, J., & Wang, B. (2018). Global warming and rainfall: Lessons from an analysis of Mid-Miocene climate data. Palaeogeography, Palaeoclimatology, Palaeoecology, 512, 106–117.

    Google Scholar 

  • Intisar, R. A., Yaseen, M. R., Kousar, R., Usman, M., & Makhdum, M. S. A. (2020). Impact of trade openness and human capital on economic growth: A comparative investigation of Asian countries. Sustainability, 12(7), 2930. https://doi.org/10.3390/su12072930

    Article  Google Scholar 

  • Ireland, P., & Clausen, D. (2019). Local action that changes the world: Fresh perspectives on climate change mitigation and adaptation from Australia. Managing Global Warming. https://doi.org/10.1016/b978-0-12-814104-5.00027-2

    Article  Google Scholar 

  • Jahanger, A., Usman, M., & Ahmad, P. (2021a). A step towards sustainable path: The effect of globalization on China’s carbon productivity from panel threshold approach. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-021-16317-9

    Article  Google Scholar 

  • Jahanger, A., Usman, M., & Balsalobre-Lorente, D. (2021b). Autocracy, democracy, globalization, and environmental pollution in developing world: Fresh evidence from STIRPAT model. Journal of Public Affairs. https://doi.org/10.1002/pa.2753

    Article  Google Scholar 

  • Jahanger, A., Usman, M., Murshed, M., Mahmood, H., & Balsalobre-Lorente, D. (2022). The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations. Resources Policy, 76, 102569. https://doi.org/10.1016/j.resourpol.2022.102569

    Article  Google Scholar 

  • Jayadevappa, R., & Chhatre, S. (2000). International trade and environmental quality: A survey. Ecological Economics, 32(2), 175–194.

    Google Scholar 

  • Kalayci, C., & Hayaloğlu, P. (2019). The impact of economic globalization on CO2 emissions: The case of NAFTA countries. International Journal of Energy Economics and Policy, 9(1), 356.

    Google Scholar 

  • Kamal, M., Usman, M., Jahanger, A., & Balsalobre-Lorente, D. (2021). Revisiting the role of fiscal policy, financial development, and foreign direct investment in reducing environmental pollution during globalization mode: Evidence from linear and nonlinear panel data approaches. Energies, 14(21), 6968. https://doi.org/10.3390/en14216968

    Article  CAS  Google Scholar 

  • Ke, J., Jahanger, A., Yang, B., Usman, M., & Ren, F. (2022). Digitalization, Financial Development, Trade, and Carbon Emissions; Implication of Pollution Haven Hypothesis During Globalization Mode. Frontiers in Environmental Science, 211. https://doi.org/10.3389/fenvs.2022.873880

  • Khalid, K., Usman, M., & Mehdi, M. A. (2021). The determinants of environmental quality in the SAARC region: A spatial heterogeneous panel data approach. Environmental Science and Pollution Research, 28(6), 6422–6436. https://doi.org/10.1007/s11356-020-10896-9

    Article  Google Scholar 

  • Khan, M. (2020). CO2 emissions and sustainable economic development: New evidence on the role of human capital. Sustainable Development, 28(5), 1279–1288.

    Google Scholar 

  • Khan, M. K., Teng, J. Z., Khan, M. I., & Khan, M. O. (2019). Impact of globalization, economic factors and energy consumption on CO2 emissions in Pakistan. Science of the Total Environment, 688, 424–436.

    CAS  Google Scholar 

  • Khan, Z., Ali, S., Dong, K., & Li, R. Y. M. (2021). How does fiscal decentralization affect CO2 emissions? The roles of institutions and human capital. Energy Economics, 94, 105060.

    Google Scholar 

  • Kompas, T., Pham, V. H., & Che, T. N. (2018). The effects of climate change on GDP by country and the global economic gains from complying with the Paris climate accord. Earth’s Future, 6(8), 1153–1173.

    Google Scholar 

  • Kwon, D.-B., (2009). Human capital and its measurement. 3rd OECD World Forum. https://doi.org/10.1007/s10887-007-9011-5

  • Lasisi, T. T., Alola, A. A., Eluwole, K. K., Ozturen, A., & Alola, U. V. (2020). The environmental sustainability effects of income, labour force, and tourism development in OECD countries. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-020-08486-w

    Article  Google Scholar 

  • Le Goff, M., & Singh, R. J. (2014). Does trade reduce poverty? A view from Africa. Journal of African Trade. https://doi.org/10.1016/j.joat.2014.06.001

    Article  Google Scholar 

  • Le, H. P., & Ozturk, I. (2020). The impacts of globalization, financial development, government expenditures, and institutional quality on CO 2 emissions in the presence of environmental Kuznets curve. Environmental Science and Pollution Research, 27(18), 22680–22697.

    CAS  Google Scholar 

  • Le, N. H., Duy, L. V. Q., & Ngoc, B. H. (2019). Effects of foreign direct investment and human capital on labour productivity: Evidence from Vietnam. The Journal of Asian Finance, Economics, and Business, 6(3), 123–130.

    Google Scholar 

  • Le, T. H., Le, H. C., & Taghizadeh-Hesary, F. (2020). Does financial inclusion impact CO2 emissions? Evidence from Asia. Finance Research Letters. https://doi.org/10.1016/j.frl.2020.101451

    Article  Google Scholar 

  • Leal, P. H., & Marques, A. C. (2020). Rediscovering the EKC hypothesis for the 20 highest CO2 emitters among OECD countries by level of globalization. International Economics, 164, 36–47.

    Google Scholar 

  • Li, R., Wang, Q., Liu, Y., & Jiang, R. (2021a). Per-capita carbon emissions in 147 countries: The effect of economic, energy, social, and trade structural changes. Sustainable Production and Consumption, 27, 1149–1164. https://doi.org/10.1016/j.spc.2021.02.031

    Article  Google Scholar 

  • Li, S., Yu, Y., Jahanger, A., Usman, M., & Ning, Y. (2022). The Impact of Green Investment, Technological Innovation, and Globalization on CO2 Emissions: Evidence From MINT Countries. Frontiers in Environmental Science, 156. https://doi.org/10.3389/fenvs.2022.868704

  • Liu, J., Murshed, M., Chen, F., Shahbaz, M., Kirikkaleli, D., & Khan, Z. (2021b). An empirical analysis of the household consumption-induced carbon emissions in China. Sustainable Production and Consumption, 26, 943–957. https://doi.org/10.1016/j.spc.2021.01.006

    Article  Google Scholar 

  • Liu, S. J., & Xu, X. L. (2021). The pollution halo effect of technology spillover and pollution haven effect of economic growth in agricultural foreign trade: Two sides of the same coin? Environmental Science and Pollution Research, 28(16), 20157–20173.

    Google Scholar 

  • Ma, Q., Murshed, M., & Khan, Z. (2021). The nexuses between energy investments, technological innovations, R&D expenditure, emission taxes, tertiary sector development, and carbon emissions in China: A roadmap to achieving carbon-neutrality. Energy Policy, 155, 112345. https://doi.org/10.1016/j.enpol.2021.112345

    Article  CAS  Google Scholar 

  • Mengel, M., Nauels, A., Rogelj, J., & Schleussner, C. F. (2018). Committed sea-level rise under the Paris Agreement and the legacy of delayed mitigation action. Nature Communications, 9(1), 1–10.

    CAS  Google Scholar 

  • Miningou, É. W. (2019). Quality Education and the Efficiency of Public Expenditure: A Cross-Country Comparative Analysis. World Bank Policy Research Working Paper, 9077.

  • Muhammad, S., Long, X., Salman, M., & Dauda, L. (2020). Effect of urbanization and international trade on CO2 emissions across 65 belt and road initiative countries. Energy. https://doi.org/10.1016/j.energy.2020.117102

    Article  Google Scholar 

  • Murshed, M. (2020). Are trade liberalization policies aligned with renewable energy transition in low and middle income countries? An instrumental variable approach. Renewable Energy, 151, 1110–1123. https://doi.org/10.1016/j.renene.2019.11.106

    Article  Google Scholar 

  • Murshed, M. (2021a). LPG consumption and environmental Kuznets curve hypothesis in South Asia: A time-series ARDL analysis with multiple structural breaks. Environmental Science and Pollution Research, 28(7), 8337–8372. https://doi.org/10.1007/s11356-020-10701-7

    Article  Google Scholar 

  • Murshed, M. (2021b). Can regional trade integration facilitate renewable energy transition to ensure energy sustainability in South Asia? Energy Reports, 7(C), 808–821.

    Google Scholar 

  • Murshed, M. (2021c). Modeling primary energy and electricity demands in Bangladesh: An autoregressive distributed lag approach. Sustainable Production and Consumption, 27(C), 698–712.

    Google Scholar 

  • Murshed. (2022). Pathways to clean cooking fuel transition in low and middle income Sub-Saharan African countries: The relevance of improving energy use efficiency. Sustainable Production and Consumption, 30, 396–412. https://doi.org/10.1016/j.spc.2021.12.016

    Article  Google Scholar 

  • Nathan, D. (2018). Globalization and labour in developing countries: India. Agrarian South: Journal of Political Economy, 7(1), 105–121.

    Google Scholar 

  • Nathaniel, S. P., Nwulu, N., & Bekun, F. (2021). Natural resource, globalization, urbanization, human capital, and environmental degradation in Latin American and Caribbean countries. Environmental Science and Pollution Research, 28(5), 6207–6221.

    Google Scholar 

  • Nosheen, M., Iqbal, J., & Khan, H. U. (2021). Analyzing the linkage among CO 2 emissions, economic growth, tourism, and energy consumption in the Asian economies. Environmental Science and Pollution Research, 28(13), 16707–16719.

    CAS  Google Scholar 

  • Pradhan, P., Costa, L., Rybski, D., Lucht, W., & Kropp, J. P. (2017). A systematic study of sustainable development goal (SDG) interactions. Earth’s Future, 5(11), 1169–1179.

    Google Scholar 

  • Qader, M. R., Khan, S., Kamal, M., Usman, M., & Haseeb, M. (2021). Forecasting carbon emissions due to electricity power generation in Bahrain. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-021-16960-2

    Article  Google Scholar 

  • Raghupathi, V., & Raghupathi, W. (2020). Healthcare expenditure and economic performance: Insights from the United States Data. Frontiers in Public Health, 8, 156.

    Google Scholar 

  • Rahman, M. M., Nepal, R., & Alam, K. (2021). Impacts of human capital, exports, economic growth and energy consumption on CO2 emissions of a cross-sectionally dependent panel: Evidence from the newly industrialized countries (NICs. Environmental Science & Policy, 121, 24–36.

    CAS  Google Scholar 

  • Rahman, Z. U., & Ahmad, M. (2019). Modeling the relationship between gross capital formation and CO 2 (a)symmetrically in the case of Pakistan: An empirical analysis through NARDL approach. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-019-04254-7

    Article  Google Scholar 

  • Raikhan, S., Moldakhmet, M., Ryskeldy, M., & Alua, M. (2014). The interaction of globalization and culture in the modern world. Procedia-Social and Behavioral Sciences, 122, 8–12.

    Google Scholar 

  • Ramzan, M., Raza, S. A., Usman, M., Sharma, G. D., & Iqbal, H. A. (2022). Environmental cost of non-renewable energy and economic progress: Do ICT and financial development mitigate some burden?. Journal of Cleaner Production, 333, 130066. https://doi.org/10.1016/j.jclepro.2021.130066

  • Sadiq, M., Shinwari, R., Usman, M., Ozturk, I., & Maghyereh, A. I. (2022). Linking nuclear energy, human development and carbon emission in BRICS region: Do external debt and financial globalization protect the environment?. Nuclear Engineering and Technology, 1–22. https://doi.org/10.1016/j.net.2022.03.024

  • Sadik-Zada, E. R., & Ferrari, M. (2020). Environmental policy stringency, technical progress and pollution haven hypothesis. Sustainability, 12(9), 3880.

    Google Scholar 

  • Salahuddin, M., Ali, M. I., Vink, N., & Gow, J. (2019). The effects of urbanization and globalization on CO 2 emissions: Evidence from the Sub-Saharan Africa (SSA) countries. Environmental Science and Pollution Research, 26(3), 2699–2709.

    CAS  Google Scholar 

  • Santiago, R., Fuinhas, J. A., & Marques, A. C. (2020). The impact of globalization and economic freedom on economic growth: The case of the Latin America and Caribbean countries. Economic Change and Restructuring, 53(1), 61–85.

    Google Scholar 

  • SDG, (2019). Sustainable development goals. The energy progress report. Tracking SDG7.

  • Sethi, P., Chakrabarti, D., & Bhattacharjee, S. (2020). Globalization, financial development and economic growth: Perils on the environmental sustainability of an emerging economy. Journal of Policy Modelling. https://doi.org/10.1016/j.jpolmod.2020.01.007

    Article  Google Scholar 

  • Shahbaz, M., Khan, S., Ali, A., & Bhattacharya, M. (2017). The impact of globalization on CO2 emissions in China. The Singapore Economic Review, 62(04), 929–957.

    Google Scholar 

  • Shahbaz, M., Mallick, H., Mahalik, M. K., & Loganathan, N. (2015). Does globalization impede environmental quality in India? Ecological Indicators. https://doi.org/10.1016/j.ecolind.2014.12.025

    Article  Google Scholar 

  • Shahbaz, M., Shahzad, S. J. H., Mahalik, M. K., & Hammoudeh, S. (2018). Does globalisation worsen environmental quality in developed economies? Environmental Modeling and Assessment. https://doi.org/10.1007/s10666-017-9574-2

    Article  Google Scholar 

  • Ulucak, Z. Ş, İlkay, S. Ç., Özcan, B., & Gedikli, A. (2020). Financial globalization and environmental degradation nexus: Evidence from emerging economies. Resources Policy, 67, 101698.

    Google Scholar 

  • Usman, M., & Balsalobre-Lorente, D. (2022). Environmental concern in the era of industrialization: Can financial development, renewable energy and natural resources alleviate some load?. Energy Policy, 162, 112780. https://doi.org/10.1016/j.enpol.2022.112780

  • Usman, M., & Hammar, N. (2021). Dynamic relationship between technological innovations, financial development, renewable energy, and ecological footprint: Fresh insights based on the STIRPAT model for Asia Pacific Economic Cooperation countries. Environmental Science and Pollution Research, 28(12), 15519–15536. https://doi.org/10.1007/s11356-020-11640-z

  • Usman, M., & Jahanger, A. (2021). Heterogeneous effects of remittances and institutional quality in reducing environmental deficit in the presence of EKC hypothesis: A global study with the application of panel quantile regression. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-021-13216-x

    Article  Google Scholar 

  • Usman, M., & Makhdum, M. S. A. (2021). What abates ecological footprint in BRICS-T region? Exploring the influence of renewable energy, non-renewable energy, agriculture, forest area and financial development. Renewable Energy, 179, 12–28. https://doi.org/10.1016/j.renene.2021.07.014

    Article  Google Scholar 

  • Usman, M., Anwar, S., Yaseen, M. R., Makhdum, M. S. A., Kousar, R., & Jahanger, A. (2021). Unveiling the dynamic relationship between agriculture value addition, energy utilization, tourism and environmental degradation in South Asia. Journal of Public Affairs. https://doi.org/10.1002/pa.2712

    Article  Google Scholar 

  • Usman, M., Balsalobre-Lorente, D., Jahanger, A., & Ahmad, P. (2021). Pollution concern during globalization mode in financially resource-rich countries: Do financial development, natural resources, and renewable energy consumption matter? Renewable Energy. https://doi.org/10.1016/j.renene.2021b.10.067

    Article  Google Scholar 

  • Usman, M., Jahanger, A., Makhdum, M. S. A., Balsalobre-Lorente, D., & Bashir, A. (2022a). How do financial development, energy consumption, natural resources, and globalization affect Arctic countries' economic growth and environmental quality? An advanced panel data simulation. Energy, 241, 122515. https://doi.org/10.1016/j.energy.2021.122515

  • Usman, M., Jahanger, A., Radulescu, M., & Balsalobre-Lorente, D. (2022b). Do nuclear energy, renewable energy, and environmental-related technologies asymmetrically reduce ecological footprint? Evidence from Pakistan. Energies, 15(9), 3448. https://doi.org/10.3390/en15093448

  • Usman, M., Makhdum, M. S. A., & Kousar, R. (2020). Does financial inclusion, renewable and non-renewable energy utilization accelerate ecological footprints and economic growth? Fresh evidence from 15 highest emitting countries. Sustainable Cities and Society, 65, 102590. https://doi.org/10.1016/j.scs.2020.102590

    Article  Google Scholar 

  • Vicente-Serrano, S. M., Quiring, S. M., Pena-Gallardo, M., Yuan, S., & Dominguez-Castro, F. (2020). A review of environmental droughts: Increased risk under global warming? Earth-Science Reviews, 201, 102953.

    Google Scholar 

  • Wade, R. H. (2004). Is globalization reducing poverty and inequality? International Journal of Health Services, 34(3), 381–414.

    Google Scholar 

  • Wan, X., Jahanger, A., Usman, M., Radulescu, M., Balsalobre-Lorente, D., & Yu, Y. (2022). Exploring the effects of economic complexity and the transition to a clean energy pattern on ecological footprint From the Indian perspective. Frontiers in Environmental Science. https://doi.org/10.3389/fenvs.2021.816519

    Article  Google Scholar 

  • Wang, L., Vo, X. V., Shahbaz, M., & Ak, A. (2020). Globalization and carbon emissions: Is there any role of agriculture value-added, financial development, and natural resource rent in the aftermath of COP21? Journal of Environmental Management, 268, 110712.

    CAS  Google Scholar 

  • Wang, Q., Wang, X., & Li, R. (2022). Does urbanization redefine the environmental Kuznets curve? An empirical analysis of 134 Countries. Sustainable Cities and Society, 76, 103382. https://doi.org/10.1016/j.scs.2021.103382

    Article  Google Scholar 

  • Wang, Y., Zhou, T., Chen, H., & Rong, Z. (2019). Environmental homogenization or heterogenization? The effects of globalization on carbon dioxide emissions, 1970–2014. Sustain. https://doi.org/10.3390/su11102752

    Article  Google Scholar 

  • Wang, Z., Danish, Z., & B., Wang, B.,. (2018). Renewable energy consumption, economic growth and human development index in Pakistan: Evidence form simultaneous equation model. Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2018.02.260

    Article  Google Scholar 

  • Wang, Z., Rasool, Y., Asghar, M. M., & Wang, B. (2019). Dynamic linkages among CO 2 emissions, human development, financial development, and globalization: Empirical evidence based on PMG long-run panel estimation. Environmental Science and Pollution Research, 26(36), 36248–36263.

    CAS  Google Scholar 

  • Wassie, Y. T., Rannestad, M. M., & Adaramola, M. S. (2021). Determinants of household energy choices in rural sub-Saharan Africa: An example from southern Ethiopia. Energy, 221, 119785.

    Google Scholar 

  • World Bank, (2017). The World Bank Annual Report 2017: End extreme poverty, boost shared prosperity. Washington, D.C.: World Bank Group. Retrieved from http://documents.worldbank.org/curated/en/814441507533420953/The-World-Bank-annual-report-2017-end-extreme-poverty-boost-shared-prosperity

  • Wu, T. (2013). Constraints to human capital investment in developing countries: Using the Asian financial crisis in Indonesia as a natural experiment. Bulletin of Indonesian Economic Studies, 49(1), 113–114.

    Google Scholar 

  • Yang, B., & Usman, M. (2021). Do industrialization, economic growth and globalization processes influence the ecological footprint and healthcare expenditures? Fresh insights based on the STIRPAT model for countries with the highest healthcare expenditures. Sustainable Production and Consumption, 28, 893–910.

    Google Scholar 

  • Yang, B., Jahanger, A., Usman, M., & Khan, M. A. (2021). The dynamic linkage between globalization, financial development, energy utilization, and environmental sustainability in GCC countries. Environmental Science and Pollution Research, 28(13), 16568–16588.

    Google Scholar 

  • Yao, Y., Ivanovski, K., Inekwe, J., & Smyth, R. (2020). Human capital and CO2 emissions in the long run. Energy Economics, 91, 104907.

    Google Scholar 

  • Yazdi, S.K., & Ghorchi, E.G. (2018). The dynamic impact of renewable energy consumption and financial development on CO2 emissions: For selected African countries. Energy Sources, Part B: Economics, Planning, and Policy, 13(1), 13–20.

    Google Scholar 

  • You, W., & Lv, Z. (2018). Spillover effects of economic globalization on CO2 emissions: A spatial panel approach. Energy Economics, 73, 248–257.

    Google Scholar 

  • Zaidi, S. A. H., Hussain, M., & Zaman, Q. U. (2021). Dynamic linkages between financial inclusion and carbon emissions: Evidence from selected OECD countries. Resources, Environment and Sustainability, 4, 100022.

    Google Scholar 

  • Zaidi, S. A. H., Zafar, M. W., Shahbaz, M., & Hou, F. (2019). Dynamic linkages between globalization, financial development and carbon emissions: Evidence from Asia Pacific Economic Cooperation countries. Journal of Cleaner Production, 228, 533–543.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Atif Jahanger.

Additional information

Publisher's Note

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

Appendix

Appendix

See Table

Table 8 List of developing economies included in the study

8

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Jahanger, A., Yang, B., Huang, WC. et al. Dynamic linkages between globalization, human capital, and carbon dioxide emissions: empirical evidence from developing economies. Environ Dev Sustain 25, 9307–9335 (2023). https://doi.org/10.1007/s10668-022-02437-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10668-022-02437-w

Keywords

Navigation