Abstract
A number of studies have investigated the environmental consequences of international trade. However, they have neglected comprehensively exploring the trade-environment nexus in the presence of structural breaks. This paper attempts to empirically analyse the effect of trade openness on carbon dioxide emissions and nitrous oxide emissions as proxies of environmental degradation in five ASEAN developing countries individually, namely, Vietnam, Thailand, Malaysia, Indonesia, and the Philippines. The Clemente-Montanés-Reyes unit root test with unknown structural breaks, the autoregressive distributed lag, the error correction models, and the VECM Granger causality with structural breaks are employed. Empirical results vary according to the country and pollutant. More precisely, results indicate that trade openness causes environmental degradation in Malaysia and Indonesia due to increasing carbon dioxide emissions in the long run. The existence of the environmental Kuznets curve hypothesis is validated for Vietnam and Indonesia. Furthermore, there is compelling evidence that higher openness to trade is linked to lower carbon emissions in Vietnam and the Philippines in the short run, yet no relationship is found in Thailand and Malaysia. The results also indicate that trade openness appears to have a beneficial effect on the environment by reducing nitrous oxide emissions in Thailand, whereas it has a deferential effect in the Philippines in the long run. Regarding causality analysis, findings show that several causal relationships exist between the interested variables. The estimated economic modelling also passes all diagnostic tests. The results are also checked by incorporating several determinants. Clear policy recommendations are also provided for solving the trade-environmental nexus.
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References
Antweiler, W., Copeland, B. R., & Taylor, M. S. (2001). Is free trade good for the environment? American Economic Review, 91(4), 877–908.
Copeland, B. R., & Taylor, M. S. (2013). Trade and the environment: Theory and evidence. Princeton University Press.
Dean, J. M. (2002). Does trade liberalization harm the environment? A new test. Canadian Journal of Economics/Revue canadienne d’économique, 35(4), 819–842.
Shahbaz, M., Tiwari, A. K., & Nasir, M. (2013). The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa. Energy Policy, 61, 1452–1459.
Frankel, J. A., & Rose, A. K. (2005). Is trade good or bad for the environment? Sorting out the causality. Review of economics and statistics, 87(1), 85–91.
Mukhopadhyay, K., & Chakraborty, D. (2005). Environmental impacts of trade in India. The International Trade Journal, 19(2), 135–163.
Ahmed, K., Shahbaz, M., & Kyophilavong, P. (2016). Revisiting the emissions-energy-trade nexus: Evidence from the newly industrializing countries. Environmental Science and Pollution Research, 23(8), 7676–7691.
Njindan Iyke, B., & Ho, S. Y. (2017). Trade openness and carbon emissions: evidence from central and eastern Europe. Retrieved from https://mpra.ub.uni-muenchen.de/80399/
Shahbaz, M., Balsalobre, D., & Shahzad, S. J. H. (2019). The influencing factors of CO2 emissions and the role of biomass energy consumption: Statistical experience from G-7 countries. Environmental Modeling & Assessment, 24(2), 143–161.
Chaudhuri, S., & Pfaff, A. S. (2002). Economic growth and the environment: what can we learn from household data?. In: Working Paper. Columbia University, USA.
Hakimi, A., & Hamdi, H. (2016). Trade liberalization, FDI inflows, environmental quality and economic growth: A comparative analysis between Tunisia and Morocco. Renewable and Sustainable Energy Reviews, 58, 1445–1456.
Shahbaz, M., Nasreen, S., Ahmed, K., & Hammoudeh, S. (2017). Trade openness–carbon emissions nexus: The importance of turning points of trade openness for country panels. Energy Economics, 61, 221–232.
Al-Mulali, U., & Ozturk, I. (2015). The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region. Energy, 84, 382–389.
Sharma, S. S. (2011). Determinants of carbon dioxide emissions: Empirical evidence from 69 countries. Applied Energy, 88(1), 376–382.
Le, T. H., Chang, Y., & Park, D. (2016). Trade openness and environmental quality: International evidence. Energy policy, 92, 45–55.
Aller, C., Ductor, L., & Herrerias, M. J. (2015). The world trade network and the environment. Energy Economics, 52, 55–68.
Managi, S. (2004). Trade liberalization and the environment: Carbon dioxide for 1960–1999. Economics Bulletin, 17(1), 1–5.
Managi, S., Hibiki, A., & Tsurumi, T. (2009). Does trade openness improve environmental quality? Journal of environmental economics and management, 58(3), 346–363.
Lean, H. H., & Smyth, R. (2010). CO2 emissions, electricity consumption and output in ASEAN. Applied Energy, 87(6), 1858–1864.
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics, 16(3), 289–326.
Campbell, J. Y., & Perron, P. (1991). Pitfalls and opportunities: What macroeconomists should know about unit roots. NBER macroeconomics annual, 6, 141–201.
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.
Ahmad, M., Khan, Z., Ur Rahman, Z., & Khan, S. (2018). Does financial development asymmetrically affect CO2 emissions in China? An application of the nonlinear autoregressive distributed lag (NARDL) model. Carbon Management, 9(6), 631–644.
Yamazaki, S., Tian, J., & Doko Tchatoka, F. (2014). Are per capita CO2 emissions increasing among OECD countries? A test of trends and breaks. Applied Economics Letters, 21(8), 569–572.
Alcalá, F., & Ciccone, A. (2004). Trade and productivity. The Quarterly journal of economics, 119(2), 613–646.
World Development Indicators. (2019). Trade openness, carbon emissions, GDP per capita. Retrieved from https://data.worldbank.org/indicator
Naranpanawa, A. (2011). Does trade openness promote carbon emissions? Empirical evidence from Sri Lanka. The Empirical Economics Letters, 10(10), 973–986.
Clemente, J., Montañés, A., & Reyes, M. (1998). Testing for a unit root in variables with a double change in the mean. Economics letters, 59(2), 175–182.
Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration—with applications to the demand for money. Oxford Bulletin of Economics and statistics, 52(2), 169–210.
Phillips, P. C., & Hansen, B. E. (1990). Statistical inference in instrumental variables regression with I (1) processes. The Review of Economic Studies, 57(1), 99–125.
Pesaran, M. H., & Shin, Y. (1998). An autoregressive distributed-lag modelling approach to cointegration analysis. Econometric Society Monographs, 31, 371–413.
Pesaran, M.H., Shin, Y., (1999). An autoregressive distributed-led modeling approach to cointegration analysis. In: Econometrics and Economic Theory in the 20th Century. The Ragnar Frisch Centennial Symposium, ed. Steinar Strom. Cambridge University Press, Cambridge.
Narayan, P. K., & Smyth, R. (2005). Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests. Energy policy, 33(9), 1109–1116.
Van Tran, N. (2020). The environmental effects of trade openness in developing countries: Conflict or cooperation? Environmental Science and Pollution Research, 27(16), 19783–19797.
Boufateh, T., & Saadaoui, Z. (2020). Do asymmetric financial development shocks matter for CO2 emissions in Africa? A nonlinear panel ARDL–PMG approach. Environmental Modeling & Assessment, 25(6), 809–830.
Cole, M. A., & Elliott, R. J. (2003). Determining the trade–environment composition effect: The role of capital, labor and environmental regulations. Journal of environmental economics and management, 46(3), 363–383.
Shahbaz, M., Khan, S., & Tahir, M. I. (2013). The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis. Energy economics, 40, 8–21.
Ozturk, I., & Acaravci, A. (2013). The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey. Energy Economics, 36, 262–267.
Shahbaz, M., Khraief, N., Uddin, G. S., & Ozturk, I. (2014). Environmental Kuznets curve in an open economy: A bounds testing and causality analysis for Tunisia. Renewable and Sustainable Energy Reviews, 34, 325–336.
Lopez, R. (1997). Environmental externalities in traditional agriculture and the impact of trade liberalization: The case of Ghana. Journal of Development Economics, 53(1), 17–39.
Shahbaz, M., Shahzad, S. J. H., Mahalik, M. K., & Hammoudeh, S. (2018). Does globalisation worsen environmental quality in developed economies? Environmental Modeling & Assessment, 23(2), 141–156.
Shahbaz, M., Loganathan, N., Muzaffar, A. T., Ahmed, K., & Jabran, M. A. (2016). How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model. Renewable and Sustainable Energy Reviews, 57, 83–93.
Jayanthakumaran, K., Verma, R., & Liu, Y. (2012). CO2 emissions, energy consumption, trade and income: A comparative analysis of China and India. Energy Policy, 42, 450–460.
Farhani, S., Chaibi, A., & Rault, C. (2014). CO2 emissions, output, energy consumption, and trade in Tunisia. Economic Modelling, 38, 426–434.
Grossman, G. M., & Krueger, A. B. (1991). Environmental impacts of a North American free trade agreement (No. w3914). National Bureau of Economic Research.
Acknowledgements
We wish to thank the Editorial Board of the Journal for their time and support. The authors are also grateful to anonymous reviewers for their valuable comments and suggestions, which directly helped us to improve the quality of the research. We also have benefitted from helpful comments and advice from Hoang Viet Dinh, Prof. Quyet Van Tran and Hao Thi Phuong Nguyen. Support from TUEBA is gratefully acknowledged. Usual caveats apply.
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Highlights
• This study examines the trade-environmental nexus of five ASEAN developing countries.
• The autoregressive distributed lag and error correction model with structural breaks are employed.
• The results vary according to the country and pollutant.
• Openness to trade deteriorates the environment in Malaysia and Indonesia due to rising carbon dioxide emissions.
• Trade openness exerts a detrimental impact on the environment in the Philippines due to increasing nitrous oxide emissions.
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Tran, N.V., Do, L.T.T. Environmental Effects of Trade Openness in the Presence of Structural Breaks: New Insights from 5-ASEAN Developing Countries. Environ Model Assess 26, 677–693 (2021). https://doi.org/10.1007/s10666-021-09784-4
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DOI: https://doi.org/10.1007/s10666-021-09784-4