Research Article
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Nonlinearities in Economic Globalization Effects on the Environment: New Insights from a Panel Smooth Transition Regression Model

Year 2024, Volume: 11 Issue: 3, 1230 - 1245, 30.09.2024
https://doi.org/10.30798/makuiibf.1481273

Abstract

Abstract
This study aimed to estimate the impact of economic globalization on environmental quality and examine the role of renewable energy production (REP) in this impact. For this purpose, the annual data of 1976–2021, which is the longest possible period, of the top 5 countries (Sweden, Switzerland, Norway, France, and Denmark) that show the best performance according to the Global Green Economy Index 2022 report, were used. These countries were chosen due to their high performance in green economy integration; and thus, it was considered that this research could provide reference results for other countries. In order to achieve this, the panel smooth transition regression model was applied to the dataset. This nonlinear approach divides the series into homogeneous regimes depending on the threshold variable and allows us to make regime-specific interpretations. As a result, this study, in which REP was defined as the threshold variable, has shown that there is a two-regime nonlinear relationship between environmental quality and economic globalization. According to the findings, economic globalization caused an increase in environmental degradation in the first regime, which had low REP. However, this impact was eliminated in the second regime, where REP was high.

References

  • Ahmad, M., Shabir, M., Naheed, R., & Shehzad, K. (2022). How do environmental innovations and energy productivity affect the environment? Analyzing the role of economic globalization. International Journal of Environmental Science and Technology, 19, 7527-7538. https://doi.org/10.1007/s13762-021-03620-8
  • 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, 18565-18582. https://doi.org/10.1007/s11356-019-05224-9
  • Bekun, F. V., & Ozturk, I. (2024). Economic globalization and ecological impact in emerging economies in the post-COP21 agreement: A panel econometrics approach. Natural Resources Forum, 1–19. https://doi.org/10.1111/1477-8947.12408
  • Bilgili, F., Ulucak, R., Koçak, E., & İlkay, S. Ç. (2019). 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
  • Colletaz, G., & Hurlin, C. (2006). Threshold effects in the public capital productivity: An international panel smooth transition approach. HAL Working Paper Series, Paper No. 2006-01. https://shs.hal.science/halshs-00008056
  • 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, pp. 575-598). University of Adelaide Press. https://doi.org/10.20851/fisher
  • Çetin, M., Sümerli Sarıgül, S., Altay Topcu, B., Alvarado, R., & Karataser, B. (2023). Does globalization mitigate environmental degradation in selected emerging economies? Assessment of the role of financial development, economic growth, renewable energy consumption and urbanization. Environmental Science and Pollution Research, 30, 100340-100359. https://doi.org/10.1007/s11356-023-29467-9
  • 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
  • Destek, M. A., & Özsoy F. N. (2015). Relationships between economic growth, energy consumption, globalization, urbanization and environmental degradation in Turkey. International Journal of Energy and Statistics, 3(4), 1550017. https://doi.org/10.1142/S2335680415500179
  • 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%2F00036840500392078
  • Ehigiamusoe, K. U., Shahbaz, M., & Vo, X. V. (2023). How does globalization influence the impact of tourism on carbon emissions and ecological footprint? Evidence from African countries. Journal of Travel Research, 62(5), 1010-1032. https://doi.org/10.1177/00472875221113886
  • Farooq, S., Ozturk, I., Majeed, M. T., & Akram, R. (2022). Globalization and CO2 emissions in the presence of EKC: A global panel data analysis. Gondwana Research, 106, 367-378. https://doi.org/10.1016/j.gr.2022.02.002
  • Frankel, J. A. (2003). The environment and globalization. NBER Working Paper Series, Paper No. 10090. https://doi.org/10.3386/w10090
  • Figge, L., Oebels, K., & Offermans, A. (2016). The effects of globalization on ecological footprints: An empirical analysis. Environment, Development and Sustainability, 19, 863-876. https://doi.org/10.1007/s10668-016-9769-8
  • Gonzalez, A., Terasvirta, T., & Van Dijk, D. (2005). Panel smooth transition regression models. Working Paper Series in Economics and Finance, No. 604. Stockholm School of Economics. https://hdl.handle.net/10419/56363
  • Gygli, S., Haelg, F., Potrafke, N., & Sturm, J. E. (2019). The KOF globalisation index - revisited. The Review of International Organizations, 14, 543-574. https://doi.org/10.1007/s11558-019-09344-2
  • Hansen, B. E. (1999). Threshold effects in non-dynamic panels: Estimation, testing, and inference. Journal of Econometrics, 93, 345-368. https://doi.org/10.1016/S0304-4076(99)00025-1
  • Karaduman, C. (2022). The effects of economic globalization and productivity on environmental quality: Evidence from newly industrialized countries. Environmental Science and Pollution Research, 29, 639-652. https://doi.org/10.1007/s11356-021-15717-1
  • Leitão, N. C. (2013). The environmental Kuznets curve and globalization: The empirical evidence for Portugal, Spain, Greece and Ireland. Energy Economics Letters, 1(1), 15-23. https://archive.aessweb.com/index.php/5049/article/view/148/286
  • Leitão, N. C. (2014). Economic growth, carbon dioxide emissions, renewable energy and globalization. International Journal of Energy Economics and Policy, 4(3), 391-399. https://core.ac.uk/download/pdf/70620032.pdf
  • Leitão, N. C., & Shahbaz, M., (2013). Carbon dioxide emissions, urbanizatıon and globalization: A dynamic panel data. The Economic Research Guardian, 3(1), 22-32. https://www.ecrg.ro/files/p2013.3(1)4y2.pdf
  • Lu, R., Yang, Y., Liu, J., & Ayub, A. (2024). Exploring the impact of financial globalization, good governance and renewable energy consumption on environmental pollution: Evidence from BRICS-T countries. Heliyon, 10, e33398. https://doi.org/10.1016/j.heliyon.2024.e33398
  • Lv, Z., & Xu, T. (2018). Is economic globalization good or bad for the environmental quality? New evidence from dynamic heterogeneous panel models. Technological Forecasting & Social Change, 137, 340-343. https://doi.org/10.1016/j.techfore.2018.08.004
  • Okere, K. I., Dimnwobi, S. K., & Fasanya, I. O. (2024). Do fintech, natural resources and globalization matter during ecological crises? A step towards ecological sustainability. Journal of Open Innovation: Technology, Market, and Complexity, 10, 100371. https://doi.org/10.1016/j.joitmc.2024.100371
  • Pata, U. K. (2021). Linking renewable energy, globalization, agriculture, CO2 emissions and ecological footprint in BRIC countries: A sustainability perspective. Renewable Energy, 173, 197-208. https://doi.org/10.1016/j.renene.2021.03.125
  • Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22, 265-312. https://doi.org/10.2139/ssrn.457280
  • Phong, L. H. (2019). Globalization, financial development, and environmental degradation in the presence of environmental Kuznets curve: Evidence from ASEAN-5 countries. International Journal of Energy Economics and Policy, 9(2), 40-50. https://doi.org/10.32479/ijeep.7290
  • Rudolph, 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
  • Shahbaz, M., Haouas, İ., Sohag, K., & Öztürk, İ. (2020). The financial development-environmental degradation nexus in the United Arab Emirates: The importance of growth, globalization and structural breaks. Environmental Science and Pollution Research, 27, 10685-10699. https://doi.org/10.1007/s11356-019-07085-8
  • Shahbaz, M., Shahzad, S. J. H., Mahalik, M. K., & Hammoudeh, S. (2017). Does globalization worsen environmental quality in developed economies? Environmental Modeling and Assessment, 23, 141-156. https://doi.org/10.1007/s10666-017-9574-2
  • Shahbaz, M., Solarin, S. A., & Öztürk, İ. (2016). Environmental Kuznets curve hypothesis and the role of globalization in selected African countries. Ecological Indicators, 67, 623-636. https://doi.org/10.1016/j.ecolind.2016.03.024
  • 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 Kuznets 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
  • Sultana, T., Hossain, M. S., Voumik, L. C., & Raihan, A. (2023). Does globalization escalate the carbon emissions? Empirical evidence from selected next-11 countries. Energy Reports, 10, 86-98. https://doi.org/10.1016/j.egyr.2023.06.020
  • Villanthenkodath, M. A., & Pal, S. (2023). How economic globalization affects the ecological footprint in India? A novel dynamic ARDL simulations. Journal of Economic and Administrative Sciences, Vol. ahead-of-print, No. ahead-of-print. https://doi.org/10.1108/JEAS-01-2022-0005
  • Wang, Q. J., Geng, Y., & Xia, X. Q. (2021). Revisited globalization’s impact on total environment: Evidence based on overall environmental performance index. International Journal of Environmental Research and Public Health, 18, 11419. https://doi.org/10.3390/ijerph182111419
  • Ximei, K., Javaid, M. K., Shams, T., & Sibt-e-Ali, M. (2024). Information and communication technology, economic globalization, and environmental sustainability in APEC nations: Insights from LCC and EKC hypotheses testing. Sustainable Development, 1-26. https://doi.org/10.1002/sd.3163
  • Xu, Z., Baloch, M. A., Danish., Meng, F., Zhang, J., & Mahmood, Z. (2018). Nexus between financial development and CO2 emissions in Saudi Arabia: Analyzing the role of globalization. Environmental Science and Pollution Research, 25, 28378-28390. https://doi.org/10.1007/s11356-018-2876-3
Year 2024, Volume: 11 Issue: 3, 1230 - 1245, 30.09.2024
https://doi.org/10.30798/makuiibf.1481273

Abstract

References

  • Ahmad, M., Shabir, M., Naheed, R., & Shehzad, K. (2022). How do environmental innovations and energy productivity affect the environment? Analyzing the role of economic globalization. International Journal of Environmental Science and Technology, 19, 7527-7538. https://doi.org/10.1007/s13762-021-03620-8
  • 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, 18565-18582. https://doi.org/10.1007/s11356-019-05224-9
  • Bekun, F. V., & Ozturk, I. (2024). Economic globalization and ecological impact in emerging economies in the post-COP21 agreement: A panel econometrics approach. Natural Resources Forum, 1–19. https://doi.org/10.1111/1477-8947.12408
  • Bilgili, F., Ulucak, R., Koçak, E., & İlkay, S. Ç. (2019). 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
  • Colletaz, G., & Hurlin, C. (2006). Threshold effects in the public capital productivity: An international panel smooth transition approach. HAL Working Paper Series, Paper No. 2006-01. https://shs.hal.science/halshs-00008056
  • 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, pp. 575-598). University of Adelaide Press. https://doi.org/10.20851/fisher
  • Çetin, M., Sümerli Sarıgül, S., Altay Topcu, B., Alvarado, R., & Karataser, B. (2023). Does globalization mitigate environmental degradation in selected emerging economies? Assessment of the role of financial development, economic growth, renewable energy consumption and urbanization. Environmental Science and Pollution Research, 30, 100340-100359. https://doi.org/10.1007/s11356-023-29467-9
  • 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
  • Destek, M. A., & Özsoy F. N. (2015). Relationships between economic growth, energy consumption, globalization, urbanization and environmental degradation in Turkey. International Journal of Energy and Statistics, 3(4), 1550017. https://doi.org/10.1142/S2335680415500179
  • 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%2F00036840500392078
  • Ehigiamusoe, K. U., Shahbaz, M., & Vo, X. V. (2023). How does globalization influence the impact of tourism on carbon emissions and ecological footprint? Evidence from African countries. Journal of Travel Research, 62(5), 1010-1032. https://doi.org/10.1177/00472875221113886
  • Farooq, S., Ozturk, I., Majeed, M. T., & Akram, R. (2022). Globalization and CO2 emissions in the presence of EKC: A global panel data analysis. Gondwana Research, 106, 367-378. https://doi.org/10.1016/j.gr.2022.02.002
  • Frankel, J. A. (2003). The environment and globalization. NBER Working Paper Series, Paper No. 10090. https://doi.org/10.3386/w10090
  • Figge, L., Oebels, K., & Offermans, A. (2016). The effects of globalization on ecological footprints: An empirical analysis. Environment, Development and Sustainability, 19, 863-876. https://doi.org/10.1007/s10668-016-9769-8
  • Gonzalez, A., Terasvirta, T., & Van Dijk, D. (2005). Panel smooth transition regression models. Working Paper Series in Economics and Finance, No. 604. Stockholm School of Economics. https://hdl.handle.net/10419/56363
  • Gygli, S., Haelg, F., Potrafke, N., & Sturm, J. E. (2019). The KOF globalisation index - revisited. The Review of International Organizations, 14, 543-574. https://doi.org/10.1007/s11558-019-09344-2
  • Hansen, B. E. (1999). Threshold effects in non-dynamic panels: Estimation, testing, and inference. Journal of Econometrics, 93, 345-368. https://doi.org/10.1016/S0304-4076(99)00025-1
  • Karaduman, C. (2022). The effects of economic globalization and productivity on environmental quality: Evidence from newly industrialized countries. Environmental Science and Pollution Research, 29, 639-652. https://doi.org/10.1007/s11356-021-15717-1
  • Leitão, N. C. (2013). The environmental Kuznets curve and globalization: The empirical evidence for Portugal, Spain, Greece and Ireland. Energy Economics Letters, 1(1), 15-23. https://archive.aessweb.com/index.php/5049/article/view/148/286
  • Leitão, N. C. (2014). Economic growth, carbon dioxide emissions, renewable energy and globalization. International Journal of Energy Economics and Policy, 4(3), 391-399. https://core.ac.uk/download/pdf/70620032.pdf
  • Leitão, N. C., & Shahbaz, M., (2013). Carbon dioxide emissions, urbanizatıon and globalization: A dynamic panel data. The Economic Research Guardian, 3(1), 22-32. https://www.ecrg.ro/files/p2013.3(1)4y2.pdf
  • Lu, R., Yang, Y., Liu, J., & Ayub, A. (2024). Exploring the impact of financial globalization, good governance and renewable energy consumption on environmental pollution: Evidence from BRICS-T countries. Heliyon, 10, e33398. https://doi.org/10.1016/j.heliyon.2024.e33398
  • Lv, Z., & Xu, T. (2018). Is economic globalization good or bad for the environmental quality? New evidence from dynamic heterogeneous panel models. Technological Forecasting & Social Change, 137, 340-343. https://doi.org/10.1016/j.techfore.2018.08.004
  • Okere, K. I., Dimnwobi, S. K., & Fasanya, I. O. (2024). Do fintech, natural resources and globalization matter during ecological crises? A step towards ecological sustainability. Journal of Open Innovation: Technology, Market, and Complexity, 10, 100371. https://doi.org/10.1016/j.joitmc.2024.100371
  • Pata, U. K. (2021). Linking renewable energy, globalization, agriculture, CO2 emissions and ecological footprint in BRIC countries: A sustainability perspective. Renewable Energy, 173, 197-208. https://doi.org/10.1016/j.renene.2021.03.125
  • Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22, 265-312. https://doi.org/10.2139/ssrn.457280
  • Phong, L. H. (2019). Globalization, financial development, and environmental degradation in the presence of environmental Kuznets curve: Evidence from ASEAN-5 countries. International Journal of Energy Economics and Policy, 9(2), 40-50. https://doi.org/10.32479/ijeep.7290
  • Rudolph, 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
  • Shahbaz, M., Haouas, İ., Sohag, K., & Öztürk, İ. (2020). The financial development-environmental degradation nexus in the United Arab Emirates: The importance of growth, globalization and structural breaks. Environmental Science and Pollution Research, 27, 10685-10699. https://doi.org/10.1007/s11356-019-07085-8
  • Shahbaz, M., Shahzad, S. J. H., Mahalik, M. K., & Hammoudeh, S. (2017). Does globalization worsen environmental quality in developed economies? Environmental Modeling and Assessment, 23, 141-156. https://doi.org/10.1007/s10666-017-9574-2
  • Shahbaz, M., Solarin, S. A., & Öztürk, İ. (2016). Environmental Kuznets curve hypothesis and the role of globalization in selected African countries. Ecological Indicators, 67, 623-636. https://doi.org/10.1016/j.ecolind.2016.03.024
  • 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 Kuznets 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
  • Sultana, T., Hossain, M. S., Voumik, L. C., & Raihan, A. (2023). Does globalization escalate the carbon emissions? Empirical evidence from selected next-11 countries. Energy Reports, 10, 86-98. https://doi.org/10.1016/j.egyr.2023.06.020
  • Villanthenkodath, M. A., & Pal, S. (2023). How economic globalization affects the ecological footprint in India? A novel dynamic ARDL simulations. Journal of Economic and Administrative Sciences, Vol. ahead-of-print, No. ahead-of-print. https://doi.org/10.1108/JEAS-01-2022-0005
  • Wang, Q. J., Geng, Y., & Xia, X. Q. (2021). Revisited globalization’s impact on total environment: Evidence based on overall environmental performance index. International Journal of Environmental Research and Public Health, 18, 11419. https://doi.org/10.3390/ijerph182111419
  • Ximei, K., Javaid, M. K., Shams, T., & Sibt-e-Ali, M. (2024). Information and communication technology, economic globalization, and environmental sustainability in APEC nations: Insights from LCC and EKC hypotheses testing. Sustainable Development, 1-26. https://doi.org/10.1002/sd.3163
  • Xu, Z., Baloch, M. A., Danish., Meng, F., Zhang, J., & Mahmood, Z. (2018). Nexus between financial development and CO2 emissions in Saudi Arabia: Analyzing the role of globalization. Environmental Science and Pollution Research, 25, 28378-28390. https://doi.org/10.1007/s11356-018-2876-3
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Details

Primary Language English
Subjects Panel Data Analysis
Journal Section Research Articles
Authors

Metehan Ercan 0000-0002-2905-2037

Çiğdem Demir Toker 0000-0003-3291-3085

Publication Date September 30, 2024
Submission Date May 9, 2024
Acceptance Date September 29, 2024
Published in Issue Year 2024 Volume: 11 Issue: 3

Cite

APA Ercan, M., & Demir Toker, Ç. (2024). Nonlinearities in Economic Globalization Effects on the Environment: New Insights from a Panel Smooth Transition Regression Model. Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty, 11(3), 1230-1245. https://doi.org/10.30798/makuiibf.1481273

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