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The Impact of International Trade on Environmental Quality: Implications for Law

  • Ngoc-Tham Pham , Trung-Kien Pham , Viet Hieu Cao , Ha Giang Tran and Xuan Vinh Vo EMAIL logo
Published/Copyright: April 28, 2020
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Abstract

Our study illuminates the impact of international trade on environmental quality in lower-middle-income countries by using CO2 emission as the proxy for environmental degradation. Using the Pooled Mean Group estimation along with validity tests, the results show that in the long run, CO2 emission is affected by merchandise export, merchandise import, FDI, GDP per capita, and renewable energy consumption. The impact of trade on CO2 emission is mixed because our findings show that merchandise export and import have opposite effects. In addition, our results reveal that Environmental Kuznets Curve exists in the long run with N-sharped. The increase in GDP per capita leads to the raise of CO2 emission at first, but later comes the decrease and then increase. The paper has relevant implications for law makers.

JEL Classification: F18; Q56

Appendix

Table 5:

The Results of Static Models.

Variables (1)
(2)
(FEM) (REM) (FEM) (REM)
MEXP −0.127 −0.0318 −0.0940 −0.00629
(0.121) (0.121) (0.116) (0.115)
MIMP 0.444*** 0.402*** 0.447*** 0.406***
(0.123) (0.122) (0.118) (0.117)
FDI 0.0137 0.0221 0.00825 0.0198
(0.167) (0.169) (0.160) (0.161)
lnGDPpc −0.0466 0.258 45.14*** 46.96***
(0.576) (0.576) (6.928) (6.879)
lnGDPpc_sq 0.0316 0.0114 −6.223*** −6.462***
(0.0390) (0.0390) (0.957) (0.951)
lnGDPpc_tr 0.287*** 0.297***
(0.0439) (0.0436)
REC −1.701*** −1.799*** −1.732*** −1.814***
(0.164) (0.148) (0.157) (0.143)
Constant −1.052 −2.161 −109.2*** −113.8***
(2.138) (2.133) (16.66) (16.52)
Observations 528 528 528 528
R-squared 0.487 0.529
F test 75.63 76.61
Prob > F 0.000 0.000
F test ui = 0 (Prob > F) 0.000 0.000
Wald χ2 (Prob > χ2) 0.000 0.000
Number of id 44 44 44 44
  1. This table presents the Fixed Effects and Random Effects regression results of the equations (1) CO2it=α0+α1MEXPit+α2MIMPit+α3FDIit+α4GDPpc+α5GDPpcsqit+α6RECit+μi+εit and (2) CO2it=α0+α1MEXPit+α2MIMPit+α3FDIit+α4GDPpc it+α5GDPpc_sq it+α6GDPpc_tr it+α7RECit+μi+εit. The dependent variable is CO2 which calculated as the logarithm of CO2 emission. MEXP and MIMP are measured as the ratios of merchandise exports and merchandise imports on GDP, respectively. FDI is calculated as the ratio of net FDI inflow on GDP. GDPpc is per capita real GDP. GDPpc_sq and GDPpc_tr are the quadratic and cubic forms of per capita real GPD, respectively. REC is renewable energy consumption, defined as the ratio of renewable energy consumption on total final energy consumption.

  2. Standard errors are given in the parentheses. The symbols ***, **, * indicate the statistical significance at the 1%, 5%, and 10% levels, respectively.

  3. FEM denotes Fixed effect model. REM denotes Random effect model.

Table 6:

Hausman Test’s Results.

(1) (2)
χ2 (6) 74.91 63.11
Prob > χ2 0.0000 0.0000
Table 7:

The Results of Test Assumption Regression Fixed Effects.

(1) (2)
Modified Wald statistic for groupwise heteroskedasticity
 χ2 (44) 53329.86 22201.22
 Prob > χ2 0.000 0.000
Wooldridge test for serial correlation
 F(1,43) 53.702 51.487
 Prob > F 0.000 0.000
Pesaran test for cross-sectional dependence
 Pesaran 0.980 1.676
 Pr 0.327 0.094

References

Akbostanci, E., S. Türüt-Asik, and G. I. Tunç. 2009. “The Relationship Between Income and Environment in Turkey: Is There an Environmental Kuznets Curve.” Energy Policy 37: 861–867.10.1016/j.enpol.2008.09.088Search in Google Scholar

Al-Mulali, U., B. Saboori, and I. Ozturk. 2015. “Investigating the Environmental Kuznets Curve Hypothesis in Vietnam.” Energy Policy 76: 123–131.10.1016/j.enpol.2014.11.019Search in Google Scholar

Angelou, N., G. Elizondo Azuela, S. G. Banerjee, M. Bhatia, I. Bushueva, J. G. Inon, I. Jaques Goldenberg, E. Portale, and A. Sarkar. 2013. “Global Tracking Framework.” In: Sustainable Energy for All. Washington, DC: World Bank Group.Search in Google Scholar

Arellano, M., and S. Bond. 1991. Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies 58, 277–297.10.2307/2297968Search in Google Scholar

Arellano, M., and O. Bover. 1995. “Another Look at the Instrumental-Variable Estimation of Errorcomponents Models.” Journal of Econometrics 68: 29–52.10.1016/0304-4076(94)01642-DSearch in Google Scholar

Auci, S., and L. Becchetti. 2006. “The Instability of the Adjusted and Unadjusted Environmental Kuznets Curves.” Ecological Economics 60: 282–298.10.1016/j.ecolecon.2005.11.029Search in Google Scholar

Batten, J. A., and X. V. Vo. 2009. “An Analysis of the Relationship Between Foreign Direct Investment and Economic Growth.” Applied Economics 41: 1621–1641.10.1080/00036840701493758Search in Google Scholar

Blundell, R., and S. Bond. 1998. “Initial Conditions and Moment Restrictions in Dynamic Panel Data Models.” Journal of Econometrics 87: 115–143.10.1920/wp.ifs.1995.9517Search in Google Scholar

Bryun, S. M. D., J. C. J. M. Van Den Bergh, and J. B. Opschoor. 1998. “Economic Growth and Emissions: Reconsidering the Empirical Basis of Environmental Kuznets Curves.” Ecological Economics 25: 161–175.10.1016/S0921-8009(97)00178-XSearch in Google Scholar

Bui, T. M. H., X. V. Vo, and D. T. Bui. 2018. “Gender Inequality and FDI: Empirical Evidence from Developing Asia–Pacific Countries.” Eurasian Economic Review 8: 393–416.10.1007/s40822-018-0097-1Search in Google Scholar

Chen, J. H., and Y. F. Huang. 2013. “The Study of Relationship between Carbon Dioxide (CO2) Emission and Economic Growth.” Journal of International and Global Economic Studies 6: 45–61.Search in Google Scholar

Chen, Y., Z. Wang, and Z. Zhong. 2019. “CO2 Emissions, Economic Growth, Renewable and Non-Renewable Energy Production and Foreign Trade in China.” Renewable Energy 131: 208–216.10.1016/j.renene.2018.07.047Search in Google Scholar

El-Aasar, K. M., and A. H. Hanafy. 2018. “Investigating the Environmental Kuznets Curve Hypothesis in Egypt: The Role of Renewable Energy and Trade in Mitigating GHGs.” International Journal of Energy Economics and Policy 8: 177–184.Search in Google Scholar

EPA. 2017. Global Greenhouse Gas Emissions Data. URL https://www.epa.gov/ghgemissions/global-greenhouse-gas-emissions-data.10.1016/j.focat.2017.08.011Search in Google Scholar

Esteve, V., and C. Tamarit. 2012. “Is there an Environmental Kuznets Curve for Spain? Fresh Evidence from Old Data.” Economic Modelling 29: 2696–2703.10.1016/j.econmod.2012.08.016Search in Google Scholar

Feenstra, R. C., and A. M. Taylor. 2017. International Trade. New York: Worth Publishers.Search in Google Scholar

Fodha, M., and O. Zaghdoud. 2010. “Economic Growth and Pollutant Emissions in Tunisia: An Empirical Analysis of the Environmental Kuznets Curve.” Energy Policy 38: 1150–1156.10.1016/j.enpol.2009.11.002Search in Google Scholar

Galeotti, M., A. Lanza, and F. Pauli. 2006. “Reassessing the Environmental Kuznets Curve for CO2 Emissions: A Robustness Exercise.” Ecological Economics 57: 152–163.10.1016/j.ecolecon.2005.03.031Search in Google Scholar

Grossman, G. M., and A. B. Krueger. 1991. Environmental Impacts of a North American Free Trade Agreement. NBER Working Paper No. 3914.10.3386/w3914Search in Google Scholar

Halicioglu, F. 2009. “An Econometric Study of CO2 Emissions, Energy Consumption, Income and Foreign Trade in Turkey.” Energy Policy 37: 1156–1164.10.1016/j.enpol.2008.11.012Search in Google Scholar

Halicioglu, F., and N. Ketenci. 2015. The Impact of International Trade On Environmental Quality in Transition Countries: Evidence from Time Series Data during 1991–2013. Germany: University Library of Munich.Search in Google Scholar

Hasanov, F. J., B. Liddle, and J. I. Mikayilov. 2018. “The Impact of International Trade on CO2 Emissions in Oil Exporting Countries: Territory vs Consumption Emissions Accounting.” Energy Economics 74: 343–350.10.1016/j.eneco.2018.06.004Search in Google Scholar

Haug, A. A., and M. Ucal. 2019. “The Role of Trade and FDI for CO2 Emissions in Turkey: Nonlinear Relationships.” Energy Economics 81: 297–307.10.1016/j.eneco.2019.04.006Search in Google Scholar

Hausman, J. A. 1978. “Specification Tests in econometrics.” Econometrica 46: 1251–1271.10.2307/1913827Search in Google Scholar

Hsiao, C. 2007. “Panel Data Analysis – Advantages and Challenges.” Test 16: 1–22.10.1007/s11749-007-0046-xSearch in Google Scholar

Im, K. S., M. H. Pesaran, and Y. Shin. 2003. “Testing for Unit Roots in Heterogeneous Panels.” Journal of Econometrics 115: 53–74.10.1016/S0304-4076(03)00092-7Search in Google Scholar

International Energy Agency, 2019. Global Energy & CO2 Status Report: The latest trends in energy and emissions in 2018. URL https://www.iea.org/geco/emissions/.Search in Google Scholar

Iwata, H., K. Okada, and S. Samreth. 2011. “Empirical Study on the Determinants of CO2 Emissions: Evidence from OECD Countries.” Applied Economics 44: 3513–3519.10.1080/00036846.2011.577023Search in Google Scholar

Jalil, A., and S. F. Mahmud. 2009. “Environment Kuznets Curve for CO2 Emissions: A Cointegration Analysis for China.” Energy Policy 37: 5167–5172.10.1016/j.enpol.2009.07.044Search in Google Scholar

Jebli, M. B., and S. B. Youssef. 2015. “The Environmental Kuznets Curve, Economic Growth, Renewable and Non-Renewable Energy, and Trade in Tunisia.” Renewable and Sustainable Energy Reviews 47: 173–185.10.1016/j.rser.2015.02.049Search in Google Scholar

Jiang, X., and D. Guan. 2017. “The Global CO2 Emissions Growth After International Crisis and the Role of International Trade.” Energy Policy 109: 734–746.10.1016/j.enpol.2017.07.058Search in Google Scholar

Kanjilala, K., and S. Ghosh. 2013. “Environmental Kuznet’s Curve for India: Evidence from Tests for Cointegration with Unknown Structuralbreaks.” Energy Policy 56: 509–515.10.1016/j.enpol.2013.01.015Search in Google Scholar

Kiviet, J. F. 1995. “On Bias, Inconsistency, and Efficiency of Various Estimators in Dynamic Panel Data Models.” Journal of Econometrics 68: 53–78.10.1016/0304-4076(94)01643-ESearch in Google Scholar

Kuznets, S. S. 1955. “Economic Growth and Income Inequality.” American Economic Review 45: 1–28.10.4324/9780429311208-4Search in Google Scholar

Levin, A., C. F. Lin, and C. S. J. Chu. 2002. “Unit Root Tests in Panel Data: Asymptotic and Finite-Sample Properties.” Journal of Econometrics 108: 1–24.10.1016/S0304-4076(01)00098-7Search in Google Scholar

Lindmark, M. 2002. “An EKC-Pattern in Historical Perspective: Carbon Dioxide, Emissions, Technology, Fuel Prices and Growth in Sweden.” Ecological Economics 42: 1870–1997.10.1016/S0921-8009(02)00108-8Search in Google Scholar

Martınez-Zarzoso, I., and A. Bengochea-Morancho. 2004. “Pooled Mean Group Estimation of an Environmental Kuznets Curve for CO2.” Economics Letters 82: 121–126.10.1016/j.econlet.2003.07.008Search in Google Scholar

Mutascu, M. 2018. “A Time-Frequency Analysis of Trade Openness and CO2 Emissions in France.” Energy Policy 115: 443–455.10.1016/j.enpol.2018.01.034Search in Google Scholar

Nassania, A. A., A. M. Aldakhil, M. M. Q. Abro, and K. Zaman. 2017. “Environmental Kuznets Curve among BRICS Countries: Spot Lightening Finance, Transport, Energy and Growth Factors.” Journal of Cleaner Production 154: 474–487.10.1016/j.jclepro.2017.04.025Search in Google Scholar

Nguyen, D. P., and X. V. Vo. 2017. “Determinants of bilateral trade: evidence from ASEAN+3.” Asian-Pacific Economic Literature 31 (2): 115–122. DOI: 10.1111/apel.12185.10.1111/apel.12185Search in Google Scholar

Nguyen, D. P., V. T. Ho, and X. V. Vo. 2018. “Challenges for Vietnam in the Globalization Era.” Asian Journal of Law and Economics 9 (1). DOI: 10.1515/ajle-2018-0002.10.1515/ajle-2018-0002Search in Google Scholar

Onafowora, O. A., and O. Owoye. 2014. “Bounds Testing Approach to Analysis of the Environment Kuznets Curve Hypothesis.” Energy Economics 44: 47–62.10.1016/j.eneco.2014.03.025Search in Google Scholar

Persyn, D., and J. Westerlund. 2008. “Error-Correction–based Cointegration Tests for Panel Data.” The Stata Journal 8: 232–241.10.1177/1536867X0800800205Search in Google Scholar

Pesaran, M. H., Y. Shin, and R. J. Smith. 1999. “Pooled Mean Group Estimation of Dynamic Heterogeneous Panels.” Journal of the American Statistical Association 94: 621–634.10.1080/01621459.1999.10474156Search in Google Scholar

Romero-Ávila, D. 2008. “Questioning the Empirical Basis of the Environmental Kuznets Curve fo CO2: New Evidence from a Panel Stationarity Test Robust to Multiple Breaks and Cross-Dependence.” Ecological Economics 64: 559–574.10.1016/j.ecolecon.2007.03.011Search in Google Scholar

Saboori, B., and J. Sulaiman. 2013. “Environmental Degradation, Economic Growth and Energy Consumption: Evidence of the Environmental Kuznets Curve in Malaysia.” Energy Policy 60: 892–905.10.1016/j.enpol.2013.05.099Search in Google Scholar

Saboori, B., M. Sapri, and M. Baba. 2014. “Economic Growth, Energy Consumption and CO2 Emissions in OECD (Organization for Economic CO-Operation and Development)’s Transport Sector: A Fully Modified Bi-Directional Relationship Approach.” Energy 66: 150–161.10.1016/j.energy.2013.12.048Search in Google Scholar

Shafik, N., and S. Bandyopadhyay. (1992). The World Bank Policy, research working papers; no. WPS 904. World development report. Washington, DC: World Bank, http://documents.worldbank.org/curated/en/833431468739515725/Economic-growth-and-environmental-quality-time-series-and-cross-country-evidence.Search in Google Scholar

Shahbaz, M., I. Hauoas, and T. H. V. Hoang. 2019. “Economic Growth and Environmental Degradation in Vietnam: Is the Environmental Kuznets Curve a Complete Picture?” Emerging Market Reviews 38: 197–218.10.1016/j.ememar.2018.12.006Search in Google Scholar

Tang, C. F., and B. W. Tan. 2015. “The Impact of Energy Consumption, Income and Foreign Direct Investment on Carbon Dioxide Emissions in Vietnam.” Energy 79: 447–454.10.1016/j.energy.2014.11.033Search in Google Scholar

Tayebi, S. K., and S. Younespour. 2012. “The Effect of Trade Openness on Environmental Quality: Evidence from Iran’s Trade Relations with the Selected Countries of the Different Blocks.” Iranian Economic Review 16: 19–40.Search in Google Scholar

Vo, X. V. 2005. A new set of measures on international financial integration. 3rd Financial Markets Asia-Pacific Conference, Sydney.Search in Google Scholar

Vo, X.-V. 2010. “Net private capital flows and economic growth–the case of emerging Asian economies.” Applied Economics 42 (24): 3135–3146. DOI: 10.1080/00036840801982676.10.1080/00036840801982676Search in Google Scholar

Vo, X. V. 2009. “International Financial Integration in Asian Bond Markets.” Research in International Business and Finance 23: 90–106.10.1016/j.ribaf.2008.07.001Search in Google Scholar

Vo, X.-V. 2010. “Net Private Capital Flows and Economic Growth–the Case of Emerging Asian Economies.” Applied Economics 42: 3135–3146.10.1080/00036840801982676Search in Google Scholar

Vo, X. V., and K. J. Daly. 2005. “International Financial Integration: An Empirical Investigation into Asian Equity Markets Pre- and Post-1997 Asian Financial Crisis.” In: Asia Pacific Financial Markets in Comparative Perspective: Issues and Implications for the 21st Century, edited by T. Fetherston, and J. Batten, Contemporary Studies in Economic and Financial Analysis; 75–100. DOI: 10.1016/S1569-3759(05)86004-8.10.1016/S1569-3759(05)86004-8Search in Google Scholar

Vo, X. V., and K. J. Daly. 2005. “European Equity Markets Integration – Implications for US Investors.” Research in International Business and Finance 19: 155–170.10.1016/j.ribaf.2004.10.007Search in Google Scholar

Vo, X. V., and K. J. Daly. 2007. “The Determinants of International Financial Integration.” Global Finance Journal 18: 228–250.10.1016/j.gfj.2006.04.007Search in Google Scholar

Vo, X. V., D. P. Nguyen, V. T. Ho, and T. T. Nguyen. 2017. “Where do the advanced countries invest? An investigation of capital flows from advanced countries to emerging economies.” Journal of International Financial Markets, Institutions and Money 51: 142–154. DOI: 10.1016/j.intfin.2017.09.004.10.1016/j.intfin.2017.09.004Search in Google Scholar

Wang, H., and B. W. Ang. 2018. “Assessing the Role of International Trade in Global CO2 Emissions: An Index Decomposition Analysis Approach.” Applied Energy 218: 146–158.10.1016/j.apenergy.2018.02.180Search in Google Scholar

Wang, S. S., D. Q. Zhou, P. Zhou, and Q. W. Wang. 2011. “CO2 Emissions, Energy Consumption and Economic Growth in China: A Panel Data Analysis.” Energy Policy 39: 4870–4875.10.1016/j.enpol.2011.06.032Search in Google Scholar

Westerlund, J. 2007. “Testing for Error Correction in Panel Data.” Oxford Bulletin of Economics and Statistics 69: 709–748.10.1111/j.1468-0084.2007.00477.xSearch in Google Scholar

Wooldridge, J. M. 2002. Econometric Analysis of Cross Section and Panel Data. Cambridge, Massachusetts: The MIT Press.Search in Google Scholar

World Bank. 2019a. World Bank Country and Lending Groups. URL https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and-lending-groups.Search in Google Scholar

World Bank. 2019b. World Development Indicators. World Bank.Search in Google Scholar

Published Online: 2020-04-28

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