Skip to main content

Advertisement

Log in

The influence of trade openness on environmental pollution in EU-18 countries

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Trade openness is one of the main channels of globalization and technological transfers. In environmental economic literature, the implications of trade openness remain controversial and still could be potential drivers of carbon dioxide emissions. This study therefore explores the effect of trade openness in developed countries using EU-18 economies. We employed an econometric approach that accounts for cross-section dependence among study variables. The panel CIPS and CADF unit root show that the variables are stationary and the long-run relationship was confirmed in Westerlund cointegration tests. The mean group (MG) and augmented mean group (AMG) results show that trade openness increases CO2-emissions in EU-18. Again, energy consumption and urbanization escalate emissions. The study confirmed the environmental Kuznets curve. Finally, pollution halo and pollution haven hypothesis were confirmed at both estimation methods. The Dumetriscu-Hurlin Granger causality test results confirmed bidirectional causality between trade openness and energy consumption and between trade openness and economic growth. Again, unidirectional Granger causality is running from trade openness and CO2 emissions. Policy recommendations are further proposed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. The Pesaran (2004) cross-sectional dependence test was developed based the short-falls of the Breusch and Pagan LM test

References

  • Afawubo K, Nguedam Ntouko C (2016) Are urbanization, industrialization and CO2 emissions cointegrated. In 65th Annual meeting of the French Economic Association

  • Afridi MA, Kehelwalatenna S, Naseem I, Tahir M (2019) Per capita income, trade openness, urbanization, energy consumption, and CO 2 emissions: an empirical study on the SAARC Region. Environ Sci Pollut Res 26(29):29978–29990

    CAS  Google Scholar 

  • Ahmed K, Shahbaz M, Qasim A, Long W (2015) The linkages between deforestation, energy and growth for environmental degradation in Pakistan. Ecol Indic 49:95–103

  • Ali HS, Law SH, Zannah TI (2016) Dynamic impact of urbanization, economic growth, energy consumption, and trade openness on CO2 emissions in Nigeria. Environ Sci Pollut Res 23(12):12435–12443

    Google Scholar 

  • Ali R, Bakhsh K, Yasin MA (2019) Impact of urbanization on CO2 emissions in emerging economy: evidence from Pakistan. Sustain Cities Soc 48:101553

    Google Scholar 

  • Al-mulali U, Foon Tang C (2013) Investigating the validity of pollution haven hypothesis in the gulf cooperation council (GCC) countries. Energy Policy 60:813–819

    Google Scholar 

  • Al-Mulali U, Weng-Wai C, Sheau-Ting L, Mohammed AH (2015) Investigating the environmental Kuznets curve (EKC) hypothesis by utilizing the ecological footprint as an indicator of environmental degradation. Ecol Indic 48:315–323

    Google Scholar 

  • Alvarado R, Ponce P, Criollo, Córdova K, Khan MK (2018) Environmental degradation and real per capita output: new evidence at the global level grouping countries by income levels. J Clean Prod 189:13–20

    Google Scholar 

  • Ang JB (2007) CO2 emissions, energy consumption, and output in France. Energy Policy 35(10):4772–4778

    Google Scholar 

  • Arouri MEH, Youssef AB, M’henni H, Rault C (2012) Energy consumption, economic growth and CO2 emissions in Middle East and North African countries. Energy Policy 45:342–349

    Google Scholar 

  • Asane-Otoo E (2015) Carbon footprint and emission determinants in Africa. Energy 82:426–435

    CAS  Google Scholar 

  • Awaworyi Churchill S, Inekwe J, Ivanovski K, Smyth (2018) The environmental Kuznets curve in the OECD: 1870–2014. Energy Econ 75:389–399

    Google Scholar 

  • Azlina A, Law SH, Mustapha NHN (2014) Dynamic linkages among transport energy consumption, income and CO2 emission in Malaysia. Energy Policy 73:598–606

    Google Scholar 

  • Baek J (2015) Environmental Kuznets curve for CO2 emissions: the case of Arctic countries. Energy Econ 50:13–17

    Google Scholar 

  • Balsalobre-Lorente D, Shahbaz M, Roubaud D, Farhani S (2018) How economic growth, renewable electricity and natural resources contribute to CO2 emissions? Energy Policy 113:356–367

    Google Scholar 

  • Beckerman W (1992) Economic growth and the environment: whose growth? Whose environment? World Dev 20(4):481–496

    Google Scholar 

  • Bekhet HA, Othman NS (2017a) Impact of urbanization growth on Malaysia CO2 emissions: evidence from the dynamic relationship. J Clean Prod 154:374–388

    Google Scholar 

  • Bekhet HA, Othman NS (2017b) Impact of urbanization growth on Malaysia CO2 emissions: evidence from the dynamic relationship. J Clean Prod 154:374–388

    Google Scholar 

  • Bond S, Eberhardt M (2013) Accounting for unobserved heterogeneity in panel time series models. University of Oxford

  • Cetin M, Ecevit E, Yucel AG (2018) The impact of economic growth, energy consumption, trade openness, and financial development on carbon emissions: empirical evidence from Turkey. Environ Sci Pollut Res 25(36):36589–36603

    CAS  Google Scholar 

  • Chen Y (2018) Factors influencing renewable energy consumption in China: an empirical analysis based on provincial panel data. J Clean Prod 174:605–615

    Google Scholar 

  • Chen Y, Zheng W, Zhong Z (2019) CO2 emissions, economic growth, renewable and non-renewable energy production and foreign trade in China. Renew Energy 131:208–216

  • Cherni A, Jouini SE (2017) An ARDL approach to the CO2 emissions, renewable energy and economic growth nexus: Tunisian evidence. Int J Hydrog Energy 42(48):29056–29066

    CAS  Google Scholar 

  • Copeland BR, Taylor MS (1994) North-south trade and the environment. Q J Econ 109(3):755–787

    Google Scholar 

  • Copeland BR, Taylor MS (2004) Trade, growth, and the environment. J Econ Lit 42(1):7–71

    Google Scholar 

  • Dar JA, Asif M (2017) Is financial development good for carbon mitigation in India? A regime shift-based cointegration analysis. Carbon Manag 8(5–6):435–443

  • Dinda S (2004) Environmental Kuznets curve hypothesis: a survey. Ecol Econ 49(4):431–455

    Google Scholar 

  • Dogan E, Aslan A (2017) Exploring the relationship among CO2 emissions, real GDP, energy consumption and tourism in the EU and candidate countries: evidence from panel models robust to heterogeneity and cross-sectional dependence. Renew Sust Energ Rev 77:239–245

  • Dogan E, Seker F (2016) The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries. Renew Sust Energ Rev 60:1074–1085

  • Dogan E, Turkekul B (2016) CO 2 emissions, real output, energy consumption, trade, urbanization and financial development: testing the EKC hypothesis for the USA. Environ Sci Pollut Res 23(2):1203–1213

    Google Scholar 

  • Dogan E, Seker F, Bulbul S (2017) Investigating the impacts of energy consumption, real GDP, tourism and trade on CO2 emissions by accounting for cross-sectional dependence: a panel study of OECD countries. Curr Issue Tour 20(16):1701–1719

    Google Scholar 

  • Dong F, Wang Y, Su B, Hua Y, Zhang Y (2019) The process of peak CO2 emissions in developed economies: a perspective of industrialization and urbanization. Resour Conserv Recycl 141:61–75

    Google Scholar 

  • Dumitrescu E-I, Hurlin C (2012) Testing for granger non-causality in heterogeneous panels. Econ Model 29(4):1450–1460

  • Ehigiamusoe KU, Lean HH (2019) Effects of energy consumption, economic growth, and financial development on carbon emissions: evidence from heterogeneous income groups. Environ Sci Pollut Res 26(22):22611–22624

    Google Scholar 

  • Eskeland GS, Harrison AE (2003) Moving to greener pastures? Multinationals and the pollution haven hypothesis. J Dev Econ 70(1):1–23

    Google Scholar 

  • Faisal F, Turgut T, Nil GR, Niyazi B (2018) Electricity consumption, economic growth, urbanization and trade nexus; empirical evidence from Iceland. Econ Res 31:664–680

    Google Scholar 

  • Farhani S, Ozturk I (2015) Causal relationship between CO 2 emissions, real GDP, energy consumption, financial development, trade openness, and urbanization in Tunisia. Environ Sci Pollut Res 22(20):15663–15676

    CAS  Google Scholar 

  • Flores-Chamba J, López-Sánchez M, Ponce P, Guerrero-Riofrío P, Álvarez-García J (2019) Economic and spatial determinants of energy consumption in the European Union. Energies 12(21):4118

    Google Scholar 

  • Franco S, Mandla VR, Rao KRM (2017) Urbanization, energy consumption and emissions in the Indian context a review. Renew Sust Energ Rev 71:898–907

    Google Scholar 

  • Gokmenoglu KK, Sadeghieh M (2019) Financial development, CO2 emissions, fossil fuel consumption and economic growth: the case of Turkey. Strat Plann Energy Environ 38(4):7–28

    Google Scholar 

  • Grossman GM, Krueger AB (1991) Environmental impacts of a north American free trade agreement (no. w3914). National Bureau of Economic Research

  • Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377

    Google Scholar 

  • Halicioglu F (2009) An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy 37(3):1156–1164

    Google Scholar 

  • Hanif I, Faraz Raza SM, Gago-de-Santos P, Abbas Q (2019) Fossil fuels, foreign direct investment, and economic growth have triggered CO2 emissions in emerging Asian economies: some empirical evidence. Energy 171:493–501

    Google Scholar 

  • Haseeb A, Xia E, Baloch MA, Abbas K (2018) Financial development, globalization, and CO 2 emission in the presence of EKC: evidence from BRICS countries. Environ Sci Pollut Res 25(31):31283–31296

    CAS  Google Scholar 

  • Hashem Pesaran M, Smith R (1995) Estimating long-run relationships from dynamic heterogeneous panels. J Econ 68(1):79–113

  • He J (2006) Pollution haven hypothesis and environmental impacts of foreign direct investment: the case of industrial emission of sulfur dioxide (SO2) in Chinese provinces. Ecol Econ 60(1):228–245

    Google Scholar 

  • Hossain AN, Hasanuzzaman S (2013) Remittances and investment nexus in Bangladesh: an ARDL bounds testing approach. Int Rev Econ 60(4):387–407

    Google Scholar 

  • Im KS, Hashem Pesaran M, Shin Y (2003) Testing for unit roots in heterogeneous panels. J Econ 115(1):53–74

  • Isik C, Ongan S, Özdemir D (2019) The economic growth/development and environmental degradation: evidence from the US state-level EKC hypothesis. Environ Sci Pollut Res 26(30):30772–30781

    Google Scholar 

  • Ito K (2017) CO2 emissions, renewable and non-renewable energy consumption, and economic growth: evidence from panel data for developing countries. Int Econ 151:1–6

    Google Scholar 

  • Jaffe AB, Peterson SR, Portney PR, Stavins RN (1995) Environmental regulation and the competitiveness of US manufacturing: what does the evidence tell us? J Econ Lit 33(1):132–163

    Google Scholar 

  • Javid M, Sharif F (2016) Environmental Kuznets curve and financial development in Pakistan. Renew Sust Energ Rev 54:406–414

    Google Scholar 

  • Jebli MB, Youssef SB, Ozturk I (2016) Testing environmental Kuznets curve hypothesis: the role of renewable energy and non-renewable energy consumption and trade in OECD countries. Ecol Indic 60:824–831

    Google Scholar 

  • Kasman A, Duman YS (2015) CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: a panel data analysis. Econ Model 44:97–103

    Google Scholar 

  • Khan MK, Teng JZ, Khan MI, Khan MO (2019) Impact of globalization, economic factors and energy consumption on CO2 emissions in Pakistan. Sci Total Environ 688:424–436

    CAS  Google Scholar 

  • Kearsley A, Riddel M (2010) A further inquiry into the pollution haven hypothesis and the environmental Kuznets curve. Ecol Econ 69(4):905–919

  • Kim DH, Suen YB, Lin SC (2019) Carbon dioxide emissions and trade: Evidence from disaggregate trade data. Energy Econ 78:13–28

    Google Scholar 

  • Kurniawan R, Managi S (2018) Coal consumption, urbanization, and trade openness linkage in Indonesia. Energy Policy 121:576–583

    Google Scholar 

  • Lau LS, Choong CK, Eng YK (2014) Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: do foreign direct investment and trade matter? Energy Policy 68:490–497

    Google Scholar 

  • Le TH, Chang Y, Park D (2016) Trade openness and environmental quality: international evidence. Energy Policy 92:45–55

    Google Scholar 

  • Liu J, Qu J, Zhao K (2019) Is China’s development conforms to the environmental Kuznets curve hypothesis and the pollution haven hypothesis? J Clean Prod 234:787–796

    Google Scholar 

  • Lu W (2017) Renewable energy, carbon emissions, and economic growth in 24 Asian countries: evidence from panel co-integration analysis. Environ Sci Pollut Res 24:26006–26015

    CAS  Google Scholar 

  • Madlener R, Sunak Y (2011) Impacts of urbanization on urban structures and energy demand: what can we learn for urban energy planning and urbanization management? Sustain Cities Soc 1(1):45–53

    Google Scholar 

  • Managi S, Kumar S (2009) Trade-induced technological change: analyzing economic and environmental outcomes. Econ Model 26(3):721–732

    Google Scholar 

  • Menon P (2019) An Indian story on carbon emission, energy consumption, trade openness, and financial development. J Public Aff 19(4)

  • Mensah IA, Sun M, Gao C, Omari-Sasu AY, Zhu D, Ampimah BC, Quarcoo A (2019) Analysis on the nexus of economic growth, fossil fuel energy consumption, CO2 emissions and oil price in Africa based on a PMG panel ARDL approach. J Clean Prod 228:161–174

    Google Scholar 

  • Mikayilov JI, Galeotti M, Hasanov FJ (2018) The impact of economic growth on CO2 emissions in Azerbaijan. J Clean Prod 197:1558–1572

    Google Scholar 

  • Moghadam HE, Dehbashi V (2018) The impact of financial development and trade on environmental quality in Iran. Empir Econ 54(4):1777–1799

    Google Scholar 

  • Muhammad B (2019) Energy consumption, CO2 emissions and economic growth in developed, emerging and Middle East and North Africa countries. Energy 179:232–245

    Google Scholar 

  • Narayan PK, Narayan S (2010) Carbon dioxide emissions and economic growth: panel data evidence from developing countries. Energy Policy 38(1):661–666

    Google Scholar 

  • Ngarambe J, Lim HS, Kim G (2018) Light pollution: is there an environmental Kuznets curve? Sustain Cities Soc 42:337–343

    Google Scholar 

  • Oh KY, Bhuyan MI (2018) Trade openness and CO 2 emissions: evidence of Bangladesh. Asian J Atmosph Environ (AJAE) 12(1):30–36. https://doi.org/10.5572/ajae.2018.12.1.030

  • Omri A (2013) CO2 emissions, energy consumption and economic growth nexus in MENA countries: evidence from simultaneous equations models. Energy Econ 40:657–664

    Google Scholar 

  • Ozturk I, Acaravci A (2013) The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey. Energy Econ 36:262–267

    Google Scholar 

  • Parikh J, Shukla V (1995) Urbanization, energy use and greenhouse effects in economic development: results from a cross-national study of developing countries. Glob Environ Chang 5(2):87–103

    Google Scholar 

  • Pata UK (2018) Renewable energy consumption, urbanization, financial development, income and CO2 emissions in Turkey: testing EKC hypothesis with structural breaks. J Clean Prod 187:770–779

    Google Scholar 

  • Pesaran MH (2004) General diagnostic tests for cross section dependence in panels. Cambridge Working Papers in Economics. Series no. 1229, available at SSRN; https://ssrn.com/abstract=572504

  • Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22(2):265–312

    Google Scholar 

  • Phillips PCB, Sul D (2003) Dynamic panel estimation and homogeneity testing under cross section dependence. Econ J 6(1):217–259

  • Poumanyvong P, Kaneko S (2010) Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis. Ecol Econ 70(2):434–444

    Google Scholar 

  • Raza SA, Shah N (2018) Impact of financial development, economic growth and energy consumption on environmental degradation: evidence from Pakistan. Online at MPRA Paper No. 87095. https://mpra.ub.uni-muenchen.de/87095/. Accessed 7 June 2018

  • Saboori B, Sulaiman J, Mohd S (2012) Economic growth and CO2 emissions in Malaysia: a cointegration analysis of the environmental Kuznets curve. Energy Policy 51:184–191

    Google Scholar 

  • Saboori B, Rasiulinezhad E, Sust J (2017) The nexus of oil consumption, CO2 emissions and economic growth in China, Japan and South Korea. Environ Sci Pollut Res 24:7436–7455

    CAS  Google Scholar 

  • Sadorsky P (2014) The effect of urbanization on CO2 emissions in emerging economies. Energy Econ 41:147–153

    Google Scholar 

  • Saidi K, Mbarek MB (2017a) The impact of income, trade, urbanization, and financial development on CO 2 emissions in 19 emerging economies. Environ Sci Pollut Res 24(14):12748–12757

    CAS  Google Scholar 

  • Saidi K, Mbarek MB (2017b) The impact of income, trade, urbanization, and financial development on CO 2 emissions in 19 emerging economies. Environ Sci Pollut Res 24(14):12748–12757

    CAS  Google Scholar 

  • Saud S, Chen S, Haseeb A, Khan K, Imran M (2019) The nexus between financial development, income level, and environment in Central and Eastern European Countries: a perspective on Belt and Road Initiative. Environ Sci Pollut Res 26(16):16053–16075

    Google Scholar 

  • Seetanah B, Sannassee RV, Fauzel S, Soobaruth Y, Giudici G, Nguyen APH (2019) Impact of economic and financial development on environmental degradation: evidence from small island developing states (SIDS). Emerg Mark Financ Trade 55(2):308–322

    Google Scholar 

  • Sehrawat M, Giri AK, Mohapatra G (2015) The impact of financial development, economic growth and energy consumption on environmental degradation. Manag Environ Quality 26(5):666–682. https://doi.org/10.1108/MEQ-05-2014-0063

  • Seker F, Ertugrul HM, Cetin M (2015) The impact of foreign direct investment on environmental quality: a bounds testing and causality analysis for Turkey. Renew Sust Energ Rev 52:347–356

    Google Scholar 

  • Shahbaz M, Kumar Tiwari A, Nasir M (2013a) The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa. Energy Policy 61:1452–1459

    Google Scholar 

  • Shahbaz M, Ozturk I, Afza T, Ali A (2013b) Revisiting the environmental Kuznets curve in a global economy. Renew Sust Energ Rev 25:494–502

    Google Scholar 

  • Shahbaz M, Solarin SA, Mahmood H, Arouri M (2013c) Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis. Econ Model 35:145–152

    Google Scholar 

  • Shahbaz M, Khraief N, Uddin GS, Ozturk I (2014) Environmental Kuznets curve in an open economy: a bounds testing and causality analysis for Tunisia. Renew Sust Energ Rev 34:325–336

    Google Scholar 

  • 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 Econ 61:221–232

    Google Scholar 

  • Shahbaz M, Nasir MA, Roubaud D (2018) Environmental degradation in France: the effects of FDI, financial development, and energy innovations. Energy Econ 74:843–857

    Google Scholar 

  • Shahzad SJH, Kumar RR, Zakaria M, Hurr M (2017) Carbon emission, energy consumption, trade openness and financial development in Pakistan: a revisit. Renew Sust Energ Rev 70:185–192

    Google Scholar 

  • Sun J, Shi J, Shen B, Li S, Wang Y (2018) Nexus among energy consumption, economic growth, urbanization and carbon emissions: heterogeneous panel evidence considering China’s regional differences. Sustainability 10(7):2383

    CAS  Google Scholar 

  • Sun H, Attuquaye Clottey S, Geng Y, Fang K, Clifford Kofi Amissah J (2019) Trade openness and carbon emissions: evidence from belt and road countries. Sustainability 11(9):2682

    Google Scholar 

  • Tamura S, Iwamoto S, Tanaka T (2018) The impact of spatial population distribution patterns on CO2 emissions and infrastructure costs in a small Japanese town. Sustain Cities Soc 40:513–523

    Google Scholar 

  • Tiba S, Omri A (2017) Literature survey on the relationships between energy, environment and economic growth. Renew Sust Energ Rev 69:1129–1146

  • Tiwari AK, Shahbaz M, Hye QMA (2012) The environmental Kuznets curve and the role of coal consumption in India: cointegration and causality analysis in an open economy. Renew Sust Energ Rev 18:519–527

    Google Scholar 

  • Tsurumi T, Managi S (2010) Decomposition of the environmental Kuznets curve: scale, technique, and composition effects. Environ Econ Policy Stud 11:19–36

    Google Scholar 

  • Waheed R, Sarwar S, Wei C (2019) The survey of economic growth, energy consumption and carbon emission. Energy Rep 5:1103–1115

    Google Scholar 

  • Wang Q, Liu Y, Wang H (2019a) Determinants of net carbon emissions embodied in Sino-German trade. J Clean Prod 235:1216–1231

    Google Scholar 

  • Wang Q, Su M, Li R (2018) Toward to economic growth without emission growth: the role of urbanization and industrialization in China and India. J Clean Prod 205:499–511

  • Wang Q, Su M, Li R, Ponce P (2019b) The effects of energy prices, urbanization and economic growth on energy consumption per capita in 186 countries. J Clean Prod 225:1017–1032

    Google Scholar 

  • Westerlund J, Edgerton DL (2007) A panel bootstrap cointegration test. Econ Lett 97(3):185–190

  • Winkler H, Spalding-Fecher R, Mwakasonda S, Davidson O (2002) Policies and measures for sustainable development. In: Baumert (ed) Building on the Kyoto protocol: options for protecting the climate. World Resources Institute, Washington, DC

  • Yao X, Kou D, Shao S, Li X, Wang W, Zhang C (2018) Can urbanization process and carbon emission abatement be harmonious? New evidence from China. Environ Impact Assess Rev 71:70–83

    Google Scholar 

  • Yuan J, Lu Y, Ferrier RC, Liu Z, Su H, Meng J, Jenkins A (2018) Urbanization, rural development and environmental health in China. Environ Develop

  • Zaidi SAH, Hou F, Mirza FM (2018) The role of renewable and non-renewable energy consumption in CO 2 emissions: a disaggregate analysis of Pakistan. Environ Sci Pollut Res 25(31):31616–31629

    CAS  Google Scholar 

  • Zaidi SAH, Zafar MW, Shahbaz M, Hou F (2019) Dynamic linkages between globalization, financial development and carbon emissions: evidence from Asia Pacific Economic Cooperation countries. J Clean Prod 228:533–543

    Google Scholar 

  • Zhang Q, Yang J, Sun Z, Wu F (2017a) Analyzing the impact factors of energy-related CO2 emissions in China: what can spatial panel regressions tell us? J Clean Prod 161:1085–1093

    CAS  Google Scholar 

  • Zhang S, Liu X, Bae J (2017b) Does trade openness affect CO 2 emissions: evidence from ten newly industrialized countries? Environ Sci Pollut Res 24(21):17616–17625

    CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Andrews Kwamena Tachie or Long Xingle.

Additional information

Editorial Responsibility: Nicholas Apergis

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tachie, A.K., Xingle, L., Dauda, L. et al. The influence of trade openness on environmental pollution in EU-18 countries. Environ Sci Pollut Res 27, 35535–35555 (2020). https://doi.org/10.1007/s11356-020-09718-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-020-09718-9

Keywords

Navigation