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Trade and Environment: Further Empirical Evidence from Heterogeneous Panels Using Aggregate Data

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  • Thomas Jobert
  • Fatih Karanfil
  • Anna Tykhonenko
Abstract
Despite the growing body of work devoted to the impacts of development and international trade flows on the environment, the current state of empirical research is still controversial. In this line of analysis, the empirical studies using panel data face two simultaneous challenges. One is associated with the potential presence of unobserved cross-country heterogeneity in the panel, and the other with the use of aggregate data on international trade. In this paper, we apply both the dynamic fixed effects and empirical iterative Bayes estimators to a global panel of annual data on 55 countries spanning the period 1970-2013, to show that when country heterogeneity is accurately accounted for in the estimation, it is possible to obtain significant impacts of trade variables on the environment, even with aggregate data. Based on the estimation results and further information on the stringency of environmental regulations in both developed and developing countries involved in the analysis, we identify different country groups having similar features with respect to the trade-environment relationship. Future multilateral actions and agreements on climate change should account for differences in countries’ trade structures and development levels that determine their capabilities to mitigate and adapt to climate change.

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  • Thomas Jobert & Fatih Karanfil & Anna Tykhonenko, 2012. "Trade and Environment: Further Empirical Evidence from Heterogeneous Panels Using Aggregate Data," GREDEG Working Papers 2012-15, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
  • Handle: RePEc:gre:wpaper:2012-15
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    1. Azomahou, Theophile & Laisney, Francois & Nguyen Van, Phu, 2006. "Economic development and CO2 emissions: A nonparametric panel approach," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1347-1363, August.
    2. Theo Eicher & Jeff Begun, 2008. "In Search of a Sulphur Dioxide Environmental Kuznets Curve: A Bayesian Model Averaging Approach," Working Papers UWEC-2007-19-P, University of Washington, Department of Economics.
    3. Trapani, Lorenzo & Urga, Giovanni, 2009. "Optimal forecasting with heterogeneous panels: A Monte Carlo study," International Journal of Forecasting, Elsevier, vol. 25(3), pages 567-586, July.
    4. Pesaran, M. H. & Shin, Y. & Smith, R. J., 1996. "Testing for the 'Existence of a Long-run Relationship'," Cambridge Working Papers in Economics 9622, Faculty of Economics, University of Cambridge.
    5. Thomas Jobert & Fatih Karanfil & Anna Tykhonenko, 2014. "Estimating country-specific environmental Kuznets curves from panel data: a Bayesian shrinkage approach," Applied Economics, Taylor & Francis Journals, vol. 46(13), pages 1449-1464, May.
    6. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    7. Gangadharan, Lata & Valenzuela, Ma. Rebecca, 2001. "Interrelationships between income, health and the environment: extending the Environmental Kuznets Curve hypothesis," Ecological Economics, Elsevier, vol. 36(3), pages 513-531, March.
    8. Apergis, Nicholas & Payne, James E., 2010. "The emissions, energy consumption, and growth nexus: Evidence from the commonwealth of independent states," Energy Policy, Elsevier, vol. 38(1), pages 650-655, January.
    9. Niklas H�hne & Michel den Elzen & Martin Weiss, 2006. "Common but differentiated convergence (CDC): a new conceptual approach to long-term climate policy," Climate Policy, Taylor & Francis Journals, vol. 6(2), pages 181-199, March.
    10. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    11. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    12. Rahel Aichele & Gabriel Felbermayr, 2015. "Kyoto and Carbon Leakage: An Empirical Analysis of the Carbon Content of Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 104-115, March.
    13. He, Jie, 2006. "Pollution haven hypothesis and environmental impacts of foreign direct investment: The case of industrial emission of sulfur dioxide (SO2) in Chinese provinces," Ecological Economics, Elsevier, vol. 60(1), pages 228-245, November.
    14. C�dric Philibert & Jonathan Pershing, 2001. "Considering the options: climate targets for all countries," Climate Policy, Taylor & Francis Journals, vol. 1(2), pages 211-227, June.
    15. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    16. Groenenberg, Heleen & Phylipsen, Dian & Blok, Kornelis, 2001. "Differentiating commitments world wide: global differentiation of GHG emissions reductions based on the Triptych approach--a preliminary assessment," Energy Policy, Elsevier, vol. 29(12), pages 1007-1030, October.
    17. Sharif Hossain, Md., 2011. "Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries," Energy Policy, Elsevier, vol. 39(11), pages 6991-6999.
    18. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    19. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    20. Gurgul, Henryk & Lach, Łukasz, 2014. "Globalization and economic growth: Evidence from two decades of transition in CEE," Economic Modelling, Elsevier, vol. 36(C), pages 99-107.
    21. Vollebergh, Herman R.J. & Melenberg, Bertrand & Dijkgraaf, Elbert, 2009. "Identifying reduced-form relations with panel data: The case of pollution and income," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 27-42, July.
    22. Marcel Kohler, 2013. "CO2 Emissions, Energy Consumption, Income and Foreign Trade: A South African Perspective," Working Papers 356, Economic Research Southern Africa.
    23. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    24. Leitão, Alexandra, 2010. "Corruption and the environmental Kuznets Curve: Empirical evidence for sulfur," Ecological Economics, Elsevier, vol. 69(11), pages 2191-2201, September.
    25. repec:clg:wpaper:2008-02 is not listed on IDEAS
    26. Josh Ederington & Jenny Minier, 2003. "Is environmental policy a secondary trade barrier? An empirical analysis," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 36(1), pages 137-154, March.
    27. Maddala, G S, et al, 1997. "Estimation of Short-Run and Long-Run Elasticities of Energy Demand from Panel Data Using Shrinkage Estimators," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 90-100, January.
    28. Oikonomou, Vlasis & Patel, Martin & Worrell, Ernst, 2006. "Climate policy: Bucket or drainer?," Energy Policy, Elsevier, vol. 34(18), pages 3656-3668, December.
    29. Acaravci, Ali & Ozturk, Ilhan, 2010. "On the relationship between energy consumption, CO2 emissions and economic growth in Europe," Energy, Elsevier, vol. 35(12), pages 5412-5420.
    30. Bimonte, Salvatore, 2002. "Information access, income distribution, and the Environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 41(1), pages 145-156, April.
    31. Auci, Sabrina & Becchetti, Leonardo, 2006. "The instability of the adjusted and unadjusted environmental Kuznets curves," Ecological Economics, Elsevier, vol. 60(1), pages 282-298, November.
    32. Managi, Shunsuke & Hibiki, Akira & Tsurumi, Tetsuya, 2009. "Does trade openness improve environmental quality?," Journal of Environmental Economics and Management, Elsevier, vol. 58(3), pages 346-363, November.
    33. Marzio Galeotti & Matteo Manera & Alessandro Lanza, 2009. "On the Robustness of Robustness Checks of the Environmental Kuznets Curve Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(4), pages 551-574, April.
    34. Brian R. Copeland & M. Scott Taylor, 1994. "North-South Trade and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 755-787.
    35. Jean-Marie Grether & Jaime de Melo, 2004. "Globalization and Dirty Industries: Do Pollution Havens Matter?," NBER Chapters, in: Challenges to Globalization: Analyzing the Economics, pages 167-203, National Bureau of Economic Research, Inc.
    36. Omri, Anis & Nguyen, Duc Khuong & Rault, Christophe, 2014. "Causal interactions between CO2 emissions, FDI, and economic growth: Evidence from dynamic simultaneous-equation models," Economic Modelling, Elsevier, vol. 42(C), pages 382-389.
    37. Shahbaz, Muhammad & Nasreen, Samia & Abbas, Faisal & Anis, Omri, 2015. "Does foreign direct investment impede environmental quality in high-, middle-, and low-income countries?," Energy Economics, Elsevier, vol. 51(C), pages 275-287.
    38. Christian Azar, 2005. "Post-Kyoto climate policy targets: costs and competitiveness implications," Climate Policy, Taylor & Francis Journals, vol. 5(3), pages 309-328, May.
    39. repec:ipg:wpaper:2014-542 is not listed on IDEAS
    40. Hadjimarcou, John & Brouthers, Lance E. & McNicol, Jason P. & Michie, Donald E., 2013. "Maquiladoras in the 21st century: Six strategies for success," Business Horizons, Elsevier, vol. 56(2), pages 207-217.
    41. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter?," Energy Policy, Elsevier, vol. 68(C), pages 490-497.
    42. Martin Jänicke & Manfred Binder & Harald Mönch, 1997. "‘Dirty industries’: Patterns of change in industrial countries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 9(4), pages 467-491, June.
    43. Merlevede, Bruno & Schoors, Koen & Spatareanu, Mariana, 2014. "FDI Spillovers and Time since Foreign Entry," World Development, Elsevier, vol. 56(C), pages 108-126.
    44. Luzzati, T. & Orsini, M., 2009. "Investigating the energy-environmental Kuznets curve," Energy, Elsevier, vol. 34(3), pages 291-300.
    45. Stern, David I., 2010. "Between estimates of the emissions-income elasticity," Ecological Economics, Elsevier, vol. 69(11), pages 2173-2182, September.
    46. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    47. Luisa Blanco & Fidel Gonzalez & Isabel Ruiz, 2013. "The Impact of FDI on CO 2 Emissions in Latin America," Oxford Development Studies, Taylor & Francis Journals, vol. 41(1), pages 104-121, March.
    48. Repkine, Alexandre & Walsh, Patrick Paul, 1999. "Evidence of European Trade and Investment U-Shaping Industrial Output in Bulgaria, Hungary, Poland, and Romania," Journal of Comparative Economics, Elsevier, vol. 27(4), pages 730-752, December.
    49. Shafik, Nemat & Bandyopadhyay, Sushenjit, 1992. "Economic growth and environmental quality : time series and cross-country evidence," Policy Research Working Paper Series 904, The World Bank.
    50. Jobert, Thomas & Karanfil, Fatih & Tykhonenko, Anna, 2010. "Convergence of per capita carbon dioxide emissions in the EU: Legend or reality?," Energy Economics, Elsevier, vol. 32(6), pages 1364-1373, November.
    51. Badi H. Baltagi & Chihwa Kao, 2000. "Nonstationary Panels, Cointegration in Panels and Dynamic Panels: A Survey," Center for Policy Research Working Papers 16, Center for Policy Research, Maxwell School, Syracuse University.
    52. Begun, Jeffrey & Eicher, Theo S., 2008. "In search of an environmental Kuznets curve in sulphur dioxide concentrations: a Bayesian model averaging approach," Environment and Development Economics, Cambridge University Press, vol. 13(6), pages 795-822, December.
    53. Mousumi Duttaray & Amitava Dutt & Kajal Mukhopadhyay, 2008. "Foreign direct investment and economic growth in less developed countries: an empirical study of causality and mechanisms," Applied Economics, Taylor & Francis Journals, vol. 40(15), pages 1927-1939.
    54. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2010. "CO2 emissions, energy consumption and economic growth in BRIC countries," Energy Policy, Elsevier, vol. 38(12), pages 7850-7860, December.
    55. Wagner, Martin, 2008. "The carbon Kuznets curve: A cloudy picture emitted by bad econometrics?," Resource and Energy Economics, Elsevier, vol. 30(3), pages 388-408, August.
    56. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    57. Arik Levinson & M. Scott Taylor, 2008. "Unmasking The Pollution Haven Effect," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 223-254, February.
    58. Suri, Vivek & Chapman, Duane, 1998. "Economic growth, trade and energy: implications for the environmental Kuznets curve," Ecological Economics, Elsevier, vol. 25(2), pages 195-208, May.
    59. Cole, Matthew A., 2003. "Development, trade, and the environment: how robust is the Environmental Kuznets Curve?," Environment and Development Economics, Cambridge University Press, vol. 8(4), pages 557-580, October.
    60. Hsiao,Cheng & Pesaran,M. Hashem & Lahiri,Kajal & Lee,Lung Fei (ed.), 1999. "Analysis of Panels and Limited Dependent Variable Models," Cambridge Books, Cambridge University Press, number 9780521631693, September.
    61. Du, Julan & Lu, Yi & Tao, Zhigang, 2008. "Economic institutions and FDI location choice: Evidence from US multinationals in China," Journal of Comparative Economics, Elsevier, vol. 36(3), pages 412-429, September.
    62. Timothy P. Hubbard, 2014. "Trade and transboundary pollution: quantifying the effects of trade liberalization on CO 2 emissions," Applied Economics, Taylor & Francis Journals, vol. 46(5), pages 483-502, February.
    63. Stern, David I., 2002. "Explaining changes in global sulfur emissions: an econometric decomposition approach," Ecological Economics, Elsevier, vol. 42(1-2), pages 201-220, August.
    64. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1.
    65. Kijima, Masaaki & Nishide, Katsumasa & Ohyama, Atsuyuki, 2010. "Economic models for the environmental Kuznets curve: A survey," Journal of Economic Dynamics and Control, Elsevier, vol. 34(7), pages 1187-1201, July.
    66. Kohler, Marcel, 2013. "CO2 emissions, energy consumption, income and foreign trade: A South African perspective," Energy Policy, Elsevier, vol. 63(C), pages 1042-1050.
    67. Halkos, George E. & Tsionas, Efthymios G., 2001. "Environmental Kuznets curves: Bayesian evidence from switching regime models," Energy Economics, Elsevier, vol. 23(2), pages 191-210, March.
    68. Lee, Jung Wan, 2013. "The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth," Energy Policy, Elsevier, vol. 55(C), pages 483-489.
    69. Dong, Yanli & Ishikawa, Masanobu & Liu, Xianbing & Wang, Can, 2010. "An analysis of the driving forces of CO2 emissions embodied in Japan-China trade," Energy Policy, Elsevier, vol. 38(11), pages 6784-6792, November.
    70. Thomas Jobert & Fatih Karanfil & Anna Tykhonenko, 2014. "Estimating country-specific environmental Kuznets curves from panel data: a Bayesian shrinkage approach," Applied Economics, Taylor & Francis Journals, vol. 46(13), pages 1449-1464, May.
    71. Cole, Matthew A., 2004. "Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages," Ecological Economics, Elsevier, vol. 48(1), pages 71-81, January.
    72. Gerlagh, Reyer, 2008. "A climate-change policy induced shift from innovations in carbon-energy production to carbon-energy savings," Energy Economics, Elsevier, vol. 30(2), pages 425-448, March.
    73. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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    Keywords

    FDI; trade openness; CO2 emissions; regulatory stringency; Bayesian shrinkage estimator;
    All these keywords.

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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