The relationship between economic globalization and ecological footprint: empirical evidence for developed and developing countries


Keywords: ecological footprint, economic globalization, environment, panel analysis.

Abstract

Purpose. The aim of this study is to examine the relationship between economic globalization and the ecological footprint in countries with different levels of development using a Feasible Generalized Least Squares (FGLS) analysis.

Methodology / approach. The study covers the years 1970 to 2017 for 65 developed and developing countries. The ecological footprint is the dependent variable in the study’s model, and the GDP and KOF Globalization Index (KOF) index are the independent variables. The CADF panel unit root test, which takes into account cross-sectional dependence, was used to choose the appropriate test method for the analysis. Feasible Generalised Least Square and Westerlund ECM panel cointegration analyses were performed for model estimation.

Results. Economic globalization and ecological footprint have a considerable relationship, according to the results of FGLS and Westerlund cointegration analysis. Economic globalization has a long-run negative impact on the ecological footprint. Environmental problems are being addressed as a result of more economic globalization, faster technology development, and consequently decreased usage of natural resources. Furthermore, as globalization and communication technologies develop, societies will have more information on the importance of the environment. As a result, they can show more eco-friendly behavior.

Originality / scientific novelty. Several studies in the literature include the cointegration relationship between economic globalization and ecological footprint. Although there are few studies on this topic in the literature, one aspect that distinguishes this study is the use of an estimation method that takes into account the cross-sectional dependent, second-generation unit root tests, FGLS cointegration analysis, and Westerlund ECM analysis.

Practical value / implications. The importance of the findings is that increased economic globalization has a negative effect on the ecological footprint. As economic globalization increases, so does communication technology, as well as international trade. Individuals become more environmentally conscious as a result of communication, which generally reduces ecological footprint.

References

Abid, A., Majeed, M. T., & Luni, T. (2021). Analyzing ecological footprint through the lens of globalization, financial development, natural resources, human capital and urbanization. Pakistan Journal of Commerce and Social Sciences, 15(4), 765–795. Available at: https://www.econstor.eu/handle/10419/249579.

Ahad, M., & Khan, W. (2016). Does globalization impede environmental quality in Bangladesh? The role of real economic activities and energy use. Bulletin of Energy Economics, 4(3), 258–279. Available at: https://mpra.ub.uni-muenchen.de/76278.

Ahmad, M., Jiang, P., Murshed, M., Shehzad, K., Akram, R., Cui, L., & Khan, Z. (2021). Modelling the dynamic linkages between eco-innovation, urbanization, economic growth and ecological footprints for G7 countries: does financial globalization matter? Sustainable Cities and Society, 70, 102881. https://doi.org/10.1016/j.scs.2021.102881.

Ahmed, Z., Zhang, B., & Cary, M. (2021a). Linking economic globalization, economic growth, financial development and ecological footprint: evidence from symmetric and asymmetric ARDL. Ecological Indicators, 121, 107060. https://doi.org/10.1016/j.ecolind.2020.107060.

Ahmed, Z., Cary, M., & Le, H. P. (2021b). Accounting asymmetries in the long-run nexus between globalization and environmental sustainability in the United States: an aggregated and disaggregated investigation. Environmental Impact Assessment Review, 86, 106511. https://doi.org/10.1016/j.eiar.2020.106511.

Ahmed, Z., Wang, Z., Mahmood, F., Hafeez, M., & Ali, N. (2019). Does globalization increase the ecological footprint? Empirical evidence from Malaysia. Environmental Science and Pollution Research, 26(18), 18565–18582. https://doi.org/10.1007/s11356-019-05224-9.

Aluko, O. A., Opoku, E. E. O., & Ibrahim, M. (2021). Investigating the environmental effects of globalization: insights from selected industrialized countries. Journal of Environmental Management, 281, 111892. https://doi.org/10.1016/j.jenvman.2020.111892.

Apaydın, Ş. (2020). Effects of globalization on ecological footprint: the case of Turkey. Journal of Research in Economics, Politics & Finance, 5(1), 23–42. https://doi.org/10.30784/epfad.695836.

Apaydin, Ş., Ursavaş, U., & Koç, Ü. (2021). The impact of globalization on the ecological footprint: do convergence clubs matter? Environmental Science and Pollution Research, 28(38), 53379–53393. https://doi.org/10.1007/s11356-021-14300-y.

Bai, J., Choi, S. H., & Liao, Y. (2021). Feasible generalized least squares for panel data with cross-sectional and serial correlations. Empirical Economics, 60(1), 309–326. https://doi.org/10.1007/s00181-020-01977-2.

Bataka, H. (2021). Globalization and environmental pollution in Sub-Saharan Africa. African Journal of Economic Review, IX(I), 191–213. Available at: https://www.ajol.info/index.php/ajer/article/view/201943.

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, 27, 1087–1100. https://doi.org/10.1007/s11356-019-06996-w.

Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier Test and Its Application to Model Specifications in Econometrics. The Review of Economic Studies, 47, 239–253. https://doi.org/10.2307/2297111.

Can, M., Doğan, B., & Saboori, B. (2020). Does trade matter for environmental degradation in developing countries? New evidence in the context of export product diversification. Environmental Science and Pollution Research, 27, 14702–14710. https://doi.org/10.1007/s11356-020-08000-2.

Chang, C-P., & Lee, C-C. (2010). Globalization and economic growth: a political economy analysis for OECD Countries. Global Economic Review, 39(2), 151–173. https://doi.org/10.1080/1226508X.2010.483835.

Charfeddine, L. (2017). The impact of energy consumption and economic development on ecological footprint and CO2 emissions: evidence from a Markov Switching Equilibrium Correction Model. Energy Economics, 65, 355–374. https://doi.org/10.1016/j.eneco.2017.05.009.

Cole, M. A. (2004). Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages. Ecological Economics, 48, 71–81. https://doi.org/10.1016/j.ecolecon.2003.09.007.

Copeland, B. R. (2005). Policy endogeneity and the effects of trade on the environment. Agricultural and Resource Economics Review, 34(1), 1–15. https://doi.org/10.1017/S1068280500001532.

Copeland, B. R. (2009). Globalization and the environment In K. Anderson (Ed.), Australia’s economy in its international context: The Joseph Fisher Lectures, vol. 2: 1956–2012 (pp. 575–598). University of Adelaide Press. Available at: http://www.jstor.org/stable/10.20851/j.ctt1t304mv.35.

Copeland, B. R., Shapiro, J. S., & Taylor, M. S. (2021). Globalization and the environment (Working Paper No. 28797). Available at: http://www.nber.org/papers/w28797.

Çetin, M., & Saygın, S. (2019). Empirical analysis of environmental Kuznets Curve hypothesis: the example of Turkish Economy. Journal of Management and Economics, 26(2), 529–546. https://doi.org/10.18657/yonveek.491110.

Destek, M. A., & Sarkodie, S. A. (2019). Investigation of Environmental Kuznets curve for ecological footprint: the role of energy and financial development. Science of Total Environment, 650, 2, 2483–2489. https://doi.org/10.1016/j.scitotenv.2018.10.017.

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, 33601–33614. https://doi.org/10.1007/s11356-019-04698-x.

Dinda, S. (2006). Globalization and environment: can pollution haven hypothesis alone explain the impact of globalization on environment? (MPRA Paper No. 50590). Available at: https://mpra.ub.uni-muenchen.de/59111.

Dreher, A. (2006). Does globalization affect growth? Evidence from a new Index of Globalization. Applied Economics, 38(10), 1091–1110. https://doi.org/10.1080/00036840500392078.

El Alaoui, A. (2017). What is the relationship between environmental quality, economic growth and free trade? International Journal of Social Sciences and Education Research, 3(1), 124–144. https://doi.org/10.24289/ijsser.283594.

Farhani, S., & Ozturk, I. (2015). Causal relationship between CO2 emissions, real GDP, energy consumption, financial development, trade openness, and urbanization in Tunisia. Environmental Science and Pollution Research, 22(20), 15663–15676. https://doi.org/10.1007/s11356-015-4767-1.

Figge, L., Oebels, K., & Offermans, A. (2017). The effects of globalization on ecological footprints: an empirical analysis. Environment, Development and Sustainability, 19(3), 863–876. https://doi.org/10.1007/s10668-016-9769-8.

Gallagher, K. P. (2009). Economic globalization and the environment. Annual Review of Environment and Resources, 34, 279–304. https://doi.org/10.1146/annurev.environ.33.021407.092325.

Grossman, G. M., & Krueger, A. B. (1991). Environmental impacts of a North American free trade agreement (NBER Working Paper No. w3914). Available at: https://ssrn.com/abstract=232073.

Gurgul, H., & Lach, Ł. (2014). Globalization and economic growth: evidence from two decades of transition in CEE (MPRA Paper No. 52231). Available at: https://mpra.ub.uni-muenchen.de/id/eprint/52231.

Hansen, C. B. (2007). Generalized least squares inference in panel and multilevel models with serial correlation and fixed effects. Journal of Econometrics, 140(2), 670–694. https://doi.org/10.1016/j.jeconom.2006.07.011.

Hassan, S. T., Batool, B., Sadiq, M., & Zhu, B. (2022). How do green energy investment, economic policy uncertainty, and natural resources affect greenhouse gas emissions? A Markov-switching equilibrium approach. Environmental Impact Assessment Review, 97, 106887. https://doi.org/10.1016/j.eiar.2022.106887.

Herrmann, I. T., & Hauschild, M. Z. (2009). Effects of globalisation on carbon footprints of products. CIRP Annals, 58(1), 13–16. https://doi.org/10.1016/j.cirp.2009.03.078.

International Monetary Fund (IMF) (2008). Globalization: a brief overview. Available at: https://www.imf.org /external/np/exr/ib/2008/053008.htm.

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), 356–360. https://doi.org/10.32479/ijeep.7233.

Karasoy, A. (2021). Examining the impacts of globalization, industrialization, and urbanization on Turkey’s ecological footprint via the augmented ARDL approach. Hitit Journal of Social Sciences, 14(1), 208–231. http://doi.org/10.17218/hititsbd.929092.

Karataş, A. (2016). Environmental impacts of globalization and a solution proposal. American International Journal of Contemporary Research, 6(2), 64–70. Available at: https://www.aijcrnet.com/journals/Vol_6_No_2_April_2016/8.pdf.

Kassouri, Y., & Altıntaş, H. (2020). Human well-being versus ecological footprint in MENA countries: a trade-off? Journal of environmental management, 263, 110405. https://doi.org/10.1016/j.jenvman.2020.110405.

Kirikkaleli, D., Adebayo, T. S., Khan, Z., & Ali, S. (2020). Does globalization matter for ecological footprint in Turkey? Evidence from dual adjustment approach. Environmental Science and Pollution Research, 28, 14009–14017. https://doi.org/10.1007/s11356-020-11654-7.

Koçak, E. (2014). The validity of the environmental Kuznets Curve hypothesis in Turkey: ARDL bounds test approach. Isletme ve Iktisat Calismalari Dergisi, 2(3), 62–73. Available at: https://www.researchgate.net/publication/320701087.

Kucher, A., Heldak, M., Kucher, L., Fedorchenko, O., & Yurchenko, Yu. (2019). Consumer willingness to pay a price premium for ecological goods: case study from Ukraine. Environmental & Socio-economic Studies, 7(1), 38–49. https://doi.org/10.2478/environ-2019-0004.

Kýlýcarslan, Z., & Dumrul, Y. (2018). The impact of globalization on economic growth: empirical evidence from the Turkey. International Journal of Economics and Financial Issues, 8(5), 115–123. Available at: https://www.econjournals.com/index.php/ijefi/article/view/6593/pdf.

Langnel, Z., & Amegavi, G. B. (2020). Globalization, electricity consumption and ecological footprint: an autoregressive distributive lag (ARDL) approach. Sustainable Cities and Society, 63, 102482. https://doi.org/10.1016/j.scs.2020.102482.

Majeed, M. T., & Mazhar, M. (2020). Reexamination of environmental Kuznets Curve for ecological footprint: the role of biocapacity, human capital, and trade. Pakistan Journal of Commerce and Social Sciences, 14(1), 202–254. Available at: http://hdl.handle.net/10419/216870.

Mahmood, N., Wang, Z., & Hassan, S. T. (2019). Renewable energy, economic growth, human capital, and CO2 emission: an empirical analysis. Environmental Science and Pollution Research, 26, 20619–20630, https://doi.org/10.1007/s11356-019-05387-5.

McAusland, C. (2008). Globalisation’s direct and indirect effects on the environment. Global Forum on Transport and Environment in a Globalising World (Guadalajara, 10–12 November 2008). Available at: https://www.oecd.org/greengrowth/greening-transport/41380703.pdf.

Nathaniel, S. P. (2021). Economic complexity versus ecological footprint in the era of globalization: evidence from ASEAN countries. Environmental Science and Pollution Research, 28, 64871–64881. https://doi.org/10.1007/s11356-021-15360-w.

Omoke, P. C., Nwani, C., Effiong, E. L., Evbuomwan, O. O., & Emenekwe, C. C. (2020). The impact of financial development on carbon, non-carbon, and total ecological footprint in Nigeria: new evidence from asymmetric dynamic analysis. Environmental Science and Pollution Research, 27(17), 21628–21646. https://doi.org/10.1007/s11356-020-08382-3.

Özbek, S., & Oğul, B. (2022). The validity of environmental Kuznets Curve hypothesis: an empirical study on Turkey. Journal of academic Researches and Studies, 14(26), 35–46. Available at: https://doi.org/10.20990/kilisiibfakademik.1041209.

Panayotou, T. (2000). Globalization and Environment (CID Working Paper Series 2000.53). Harvard University, Cambridge, MA. Available at: https://dash.harvard.edu/handle/1/39569837.

Panayotou, T. (1993). Empirical tests and policy analysis of environmental degradation at different stages of economic development (Working Paper 238). International Labour Office (ILO). Available at: http://www.ilo.org/public/libdoc/ilo/1993/93B09_31_engl.pdf.

Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22(2), 265–312. https://doi.org/10.1002/jae.951.

Pesaran, M. H. (2004). General diognastic tests for cross section dependence in panels. https://doi.org/10.2139/ssrn.572504.

Pesaran, M. H., Ullah, A., & Yamagata, T. (2008). A bias-adjusted LM test of error cross-section independence. Econometrics Journal, 11(1), 105–127. https://doi.org/10.1111/j.1368-423X.2007.00227.x.

Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometric, 142(1), 50–93. https://doi.org/10.1016/j.jeconom.2007.05.010.

Potrafke, N. (2015). The evidence on globalisation. The World Economy, 38(3), 509–552. https://doi.org/10.1111/twec.12174.

Rao, B. B., & Vadlamannati, K. C. (2011). Globalization and growth in the low income African countries with the extreme bounds analysis. Economic Modelling, 28(3), 795–805. https://doi.org/10.1016/j.econmod.2010.10.009.

Rudolf, A., & Figge, L. (2017). Determinants of ecological footprints: What is the role of globalization? Ecological Indicators, 81, 348–361. https://doi.org/10.1016/j.ecolind.2017.04.060.

Sabir, S., & Gorus, M. S. (2019). The impact of globalization on ecological footprint: empirical evidence from the South Asian countries. Environmental Science and Pollution Research, 26, 33387–33398. https://doi.org/10.1007/s11356-019-06458-3.

Saleem, N., Rahman, U. S. & Jun, Z. (2019). The impact of human capital and biocapacity on environment, environmental quality measure through ecological footprint and greenhouse gases. Journal of Pollution Effects & Control, 7(2(237)), https://doi.org/10.35248/2375-4397.19.7.237.

Samimi, P., & Jenatabadi, H. S. (2014). Globalization and economic growth: empirical evidence on the role of complementarities. PLoS ONE, 9(4), e87824. https://doi.org/10.1371/journal.pone.0087824.

Shahbaz, M., Mallick, H., Mahalik, M. K., & Loganathan, N. (2015). Does globalization impede environmental quality in India? Ecological Indicators, 52, 379–393. https://doi.org/10.1016/j.ecolind.2014.12.025.

Shahbaz, M., Khan, S., Ali, A., & Bhattacharya, M. (2017). The impact of globalization on CO2 emissions in China. The Singapore Economic Review, 62(4), 929–957. https://doi.org/10.1142/S0217590817400331.

Shahbaz, M., Shahzad, S. J. H., & Mahalik, M. K. (2018a). Is globalization detrimental to CO2 emissions in Japan? New Threshold Analysis. Environmental Modeling & Assessment, 23, 557–568. https://doi.org/10.1007/s10666-017-9584-0.

Shahbaz, M., Shahzad, S. J. H., Mahalik, M. K., & Hammoudeh, S. (2018b). Does globalisation worsen environmental quality in developed economies? Environmental Modeling & Assessment, 23, 141–156. https://doi.org/10.1007/s10666-017-9574-2.

Shahbaz, M. Lahiani, A., Abosedra, S., & Hammoudeh, S. (2018c). The role of globalization in energy consumption: a quantile cointegrating regression approach. Energy Economics, 71, 161–170. https://doi.org/10.1016/j.eneco.2018.02.009.

Shahzadi, A., Yaseen, M. R., & Anwar, S. (2019). Relationship between globalization and environmental degradation in low income countries: an application of Kuznet Curve. Indian Journal of Science and Technology, 12(19), 1–13. https://doi.org/10.17485/ijst/2019/v12i19/143994.

Sharif, A., Afshan, S., & Qureshi, M. A. (2019). Idolization and ramification between globalization and ecological footprints: evidence from quantile-on-quantile approach. Environmental Science and Pollution Research, 26, 11191–11211. https://doi.org/10.1007/s11356-019-04351-7.

Suki, N. M., Sharif, A., Afshan, S., & Suki, N. M. (2020). Revisiting the environmental Kuznet Curve in Malaysia: the role of globalization in sustainable environment. Journal of Cleaner Production, 264, 121669. https://doi.org/10.1016/j.jclepro.2020.121669.

Swamy, P. A. V. B. (1970). Efficient Inference in A Random Coefficient Regression Model. Econometrica, 38(2), 311–323. https://doi.org/10.2307/1913012.

Tekbaş, M. (2021). The impact of economic, social and political globalization on economic growth: evidence from BRICS-T Countries. Gaziantep University Journal of Social Sciences, 20(1), 57–71. https://doi.org/10.21547/jss.796472.

Tetteh, B., & Baidoo, S. T. (2022). Environmental degradation, energy use, and globalization in Ghana: new empirical evidence from regime switching and neural network autoregression models. Sustainability: Science, Practice and Policy, 18(1), 679–695. https://doi.org/10.1080/15487733.2022.2110680.

Tunçbilek, N., & Ulucak, R. (2021). The effect of globalisation on the environment in developing countries. Gaziantep University Journal of Social Sciences, 20(2), 452–465. https://doi.org/10.21547/jss.790690.

Usman, O., Akadiri, S. S., & Adeshola, I. (2020). Role of renewable energy and globalization on ecological footprint in the USA: implications for environmental sustainability. Environmental Science and Pollution Research, 27, 30681–30693. https://doi.org/10.1007/s11356-020-09170-9.

Yang, X., Li, N., Mu, H., Zhang, M., Pang, J., & Ahmad, M. (2021). Study on the long-term and short-term effects of globalization and population aging on ecological footprint in OECD countries. Ecological Complexity, 47, 100946. https://doi.org/10.1016/j.ecocom.2021.100946.

Yilanci, V., & Gorus, M. S. (2020). Does economic globalization have predictive power for ecological footprint in MENA countries? A panel causality test with a Fourier function. Environmental Science and Pollution Research, 27(32), 40552–40562. https://doi.org/10.1007/s11356-020-10092-9.

Ying, Y. H., Chang, K., & Lee, C. H. (2014). The impact of globalization on economic growth. Romanian Journal of Economic Forecasting, XVII(2), 25–34. Available at: https://ipe.ro/rjef/rjef2_14/rjef2_2014p25-34.pdf.

Wackernagel, M., & Rees, W. (1996). Our ecological footprint: reducing human impact on the earth. Philadelphia, PA, New Society Publishers.

Wang, Q. J., Geng, Y., & Xia, X. Q. (2021). Article revisited globalization’s impact on total environment: evidence based on overall environmental performance index. International of Environmental Research and Public Health, 18(21), 11419. https://doi.org/10.3390/ijerph182111419.

Wiseley, R. A. (2020). Potentially terminal conditions: economic globalization and ecological footprint. Available at: https://cupola.gettysburg.edu/student_scholarship/944.

Westerlund, J. (2007). Testing for error correction in panel data. Oxford Bulletin of Economics and Statistics, 69(6), 709–748. https://doi.org/10.1111/j.1468-0084.2007.00477.x.

Xu, B., Li, S., Afzal, A., Mirza, N., & Zhang, M. (2022). The impact of financial development on environmental sustainability: a European perspective. Resources Policy, 78, 102814. https://doi.org/10.1016/j.resourpol.2022.102814.

Published
2022-12-20
How to Cite
Sağlam Çeliköz, Y., Yildiz, T., Arslan, Ünal, & Kirmizioğlu, H. (2022). The relationship between economic globalization and ecological footprint: empirical evidence for developed and developing countries. Agricultural and Resource Economics: International Scientific E-Journal, 8(4), 109-133. https://doi.org/10.51599/are.2022.08.04.05
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