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Research Article

Economic complexity–carbonization nexus in the European Union: A heterogeneous panel data analysis

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References

  • Adedoyin, F. F., P. O. Agboola, I. Ozturk, F. V. Bekun, and M. O. Agboola. 2021. Environmental consequences of economic complexities in the EU amidst a booming tourism industry: Accounting for the role of Brexit and other crisis events. Journal of Cleaner Production 305. doi:10.1016/j.jclepro.2021.127117.
  • Ahmad, M., Z. Ahmed, A. Majeed, and B. Huang. 2021. An environmental impact assessment of economic complexity and energy consumption: Does institutional quality make a difference? Environmental Impact Assessment Review 89. doi:10.1016/j.eiar.2021.106603.
  • Aldy, J. E., and R. N. Stavins. 2012. The promise and problems of pricing carbon: Theory and experience. The Journal of Environment & Development 21 (2):152–18. doi:10.1177/1070496512442508.
  • Atlas of Economic Complexity. 2021. Economic complexity data. Accessed March 16, 2021. http://atlas.cid.harvard.edu/
  • Bai, J., and S. Ng. 2004. A PANIC attack on unit roots and cointegration. Econometrica 72:1127–77. doi:10.1111/j.1468-0262.2004.00528.x.
  • Bai, J., and S. Ng. 2010. Panel unit root tests with cross-section dependence: A further investigation. Econometric Theory 26 (4):1088–114. doi:10.1017/S0266466609990478.
  • Baltagi, B. H., and M. H. Pesaran. 2007. Heterogeneity and cross section dependence in panel data models: Theory and applications. Journal of Applied Econometrics 22 (2):229–32. doi:10.1002/jae.955.
  • Bashir, M. F., B. MA, M. Shahbaz, Z. Jiao, and B. Xue. 2020. The nexus between environmental tax and carbon emissions with the roles of environmental technology and financial development. PLoS ONE 15 (11):1–20. doi:10.1371/journal.pone.0242412.
  • Beyene, S. D., and B. Kotosz. 2020. Testing the environmental kuznets curve hypothesis: An empirical study for East African countries. International Journal of Environmental Studies 77 (4):636–54. doi:10.1080/00207233.2019.1695445.
  • Boleti, E., A. Garas, A. Kyriakou, and A. Lapatinas. 2021. Economic complexity and environmental performance: Evidence from a world sample. Environmental Modeling & Assessment 26 (3):251–70. doi:10.1007/s10666-021-09750-0.
  • Bond, S., and M. Eberhardt. 2013. Accounting for unobserved heterogeneity in panel time series models. Accessed September 15, 2021. https://lezme.github.io/markuseberhardt/BEMC.pdf
  • Breusch, T., and A. Pagan. 1980. The Lagrange multiplier test and its application to model specification in econometrics. The Review of Economic Studies 47:239–53. doi:10.2307/2297111.
  • Can, M., and G. Gozgor. 2017. The impact of economic complexity on carbon emissions: Evidence from France. Environmental Science and Pollution Research 24 (19):16364–70. doi:10.1007/s11356-017-9219-7.
  • Cavlovic, T. A., K. H. Baker, R. P. Berrens, and K. Gawande. 2000. A meta-analysis of environmental Kuznets curve studies. Agricultural and Resource Economics Review 29 (1):32–42. doi:10.1017/S1068280500001416.
  • Chu, L. K. 2021. Economic structure and environmental Kuznets curve hypothesis: New evidence from economic complexity. Applied Economics Letters 28 (7):612–16. doi:10.1080/13504851.2020.1767280.
  • Chu, L. K., and N. T. M. Le. 2021. Environmental quality and the role of economic policy uncertainty, economic complexity, renewable energy, and energy intensity: The case of G7 countries. Environmental Science and Pollution Research. doi:10.1007/s11356-021-15666-9.
  • Crippa, M., G. Oreggioni, D. Guizzardi, M. Muntean, E. Schaaf, E. Lo Vullo, E. Solazzo, F. Monforti-Ferrario, J. Olivier, and E. Vignati. 2019. Fossil CO2 and GHG emissions of all world countries. 2019 Report. Luxembourg: EU Publications. doi:10.2760/687800.
  • Demiral, M. 2016. Knowledge, complexity and economic growth: Multi-country evidence by development stages. Journal of Knowledge Management, Economics and Information Technology VI. Accessed June 14, 2021. https://www.scientificpapers.org/wp-content/files/1548_Demiral_Knowledge_Complexity_and_Economic_Growth.pdf.
  • Destek, M. A., R. Ulucak, and E. Dogan. 2018. Analyzing the environmental Kuznets curve for the EU countries: The role of ecological footprint. Environmental Science and Pollution Research 25 (29):29387–96. doi:10.1007/s11356-018-2911-4.
  • Doğan, B., O. M. Driha, D. B. Lorente, and U. Shahzad. 2021. The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries. Sustainable Development 29 (1):1–12. doi:10.1002/sd.2125.
  • Dogan, E., and R. Inglesi-Lotz. 2020. The impact of economic structure to the environmental Kuznets curve (EKC) hypothesis: Evidence from European countries. Environmental Science and Pollution Research 27 (11):12717–24. doi:10.1007/s11356-020-07878-2.
  • Doğan, B., B. Saboori, and M. Can. 2019. Does economic complexity matter for environmental degradation? An empirical analysis for different stages of development. Environmental Science and Pollution Research 26 (31):31900–12. doi:10.1007/s11356-019-06333-1.
  • Dogan, E., and F. Seker. 2016. 2016. An investigation on the determinants of carbon emissions for OECD countries: Empirical evidence from panel models robust to heterogeneity and cross-sectional dependence. Environmental Science and Pollution Research 23 (14):14646–55. doi:10.1007/s11356-016-6632-2.
  • Dunlop, T. 2019. Mind the gap: A social sciences review of energy efficiency. Energy Research & Social Science 56:1–12. doi:10.1016/j.erss.2019.05.026.
  • Eberhardt, M. 2012. Estimating panel time-series models with heterogeneous slopes. The Stata Journal 12 (1):61–71. doi:10.1177/1536867X1201200105.
  • Eberhardt, M., and S. Bond. 2009. Cross-section dependence in nonstationary panel models: A novel estimator. Munich Personal RePEc Archive. Accessed September 15, 2021. https://mpra.ub.uni-muenchen.de/17870/
  • Eberhardt, M., and F. Teal. 2010. Productivity analysis in global manufacturing production. University of Oxford Department of Economics Discussion Papers, 515. Accessed September 15, 2021. https://ora.ox.ac.uk/objects/uuid:ea831625-9014-40ec-abc5-516ecfbd2118
  • Emirmahmutoglu, F., and N. Kose. 2011. Testing for granger causality in heterogeneous mixed panels. Economic Modelling 28 (3):870–76. doi:10.1016/j.econmod.2010.10.018.
  • European Commission. 2010. Europe 2020–A strategy for smart, sustainable and inclusive growth. Brussels, European Commission. Accessed January 5, 2021. https://eur-lex.europa.eu/legal-content/EN/ALL/?uri=celex:52010DC2020
  • Fan, X., X. Li, J. Yin, and B. Xin. 2019. Impact of environmental tax on green development: A nonlinear dynamical system analysis. PLoS ONE 14 (9):1–23. doi:10.1371/journal.pone.0221264.
  • Fernández, Y. F., M. F. López, and B. O. Blanco. 2018. Innovation for sustainability: The impact of R&D spending on CO2 emissions. Journal of Cleaner Production 172:3459–67. doi:10.1016/j.jclepro.2017.11.001.
  • Ghazouani, A., W. Xia, M. B. Jebli, and U. Shahzad. 2020. Exploring the role of carbon taxation policies on CO2 emissions: Contextual evidence from tax implementation and non-implementation European Countries. Sustainability 12 (20):1–16. doi:10.3390/su12208680.
  • Grossman, G. M., and A. B. Krueger. 1991. Environmental impacts of a North American Free Trade Agreement. NBER Working Papers 3914. doi:10.3386/w3914.
  • Hausmann, R., and C. A. Hidalgo. 2011. The network structure of economic output. Journal of Economic Growth 16 (4):309–42. doi:10.1007/s10887-011-9071-4.
  • Hausmann, R., C. A. Hidalgo, S. Bustos, M. Coscia, S. Chung, J. Jimenez, A. Simoes, and M. A. Yildirim. 2013. The atlas of economic complexity: Mapping paths to prosperity. 2nd ed. Cambridge: MIT Press.
  • IPCC (Intergovernmental Panel on Climate Change). 2018. global warming of 1.5 °C. Special Report, Geneva. Accessed February 8, 2021. https://www.ipcc.ch/sr15/
  • Jänicke, M. 2012. Green growth: From a growing eco-industry to economic sustainability. Energy Policy 48:13–21. doi:10.1016/j.enpol.2012.04.045.
  • Józwik, B., A. V. Gavryshkiv, P. Kyophilavong, and L. E. Gruszecki. 2021. Revisiting the environmental Kuznets curve hypothesis: A case of Central Europe. Energies 14 (12):1–17. doi:10.3390/en14123415.
  • Kasman, A., and Y. S. Duman. 2015. CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis. Economic Modelling 44:97–103. doi:10.1016/j.econmod.2014.10.022.
  • Le, H. P., and I. Ozturk. 2020. The impacts of globalization, financial development, government, expenditures, and institutional quality on CO2 emissions in the presence of environmental Kuznets curve. Environmental Science and Pollution Research 27:22680–97. doi:10.1007/s11356-020-08812-2.
  • Lin, B., and X. Li. 2011. The effect of carbon tax on per capita CO2 emissions. Energy Policy 39 (9):5137–46. doi:10.1016/j.enpol.2011.05.050.
  • Martínez-Zarzoso, I., A. Bengochea-Morancho, and R. Morales-Lage. 2007. The impact of population on CO2 emissions: Evidence from European countries. Environmental and Resource Economics 38 (4):497–512. doi:10.1007/s10640-007-9096-5.
  • Mealy, P., and A. Teytelboym. 2020. Economic complexity and the green economy. Research Policy 103948. doi:10.1016/j.respol.2020.103948.
  • Neagu, O. 2019. The Link between economic complexity and carbon emissions in the European Union countries: A model based on the environmental Kuznets curve (EKC) approach. Sustainability 11 (17):1–27. doi:10.3390/su11174753.
  • Neagu, O. 2020. Economic complexity and ecological footprint: Evidence from the most complex economies in the world. Sustainability 12 (21):1–18. doi:10.3390/su12219031.
  • Neagu, O., and M. C. Teodoru. 2019. The relationship between economic complexity, energy consumption structure and greenhouse gas emission: Heterogeneous panel evidence from the EU countries. Sustainability 11 (2):1–29. doi:10.3390/su11020497.
  • OECD (Organisation for Economic Co-operation and Development). 2021. Environment Database. Accessed February 04, 2021. https://stats.oecd.org/
  • Olivier, J. G., and J. A. Peters. 2020. Trends in global CO2 and total greenhouse gas emissions.2019 report, No. 4068, The Hague: PBL Netherlands Environmental Assessment Agency. Accessed February 10, 2021. https://www.pbl.nl/sites/default/files/downloads/pbl-2020-trends-in-global-co2-and-total-greenhouse-gas-emissions-2019-report_4068.pdf
  • Panayotou, T. 1993. Empirical tests and policy analysis of environmental degradation at different stages of economic development. ILO World Employment Programme Research Working Papers, 238, Geneva: ILO, 1–45. Accessed February 20, 2021. http://www.ilo.org/public/libdoc/ilo/1993/93B09_31_engl.pdf
  • Pata, U. K. 2021. Renewable and non-renewable energy consumption, economic complexity, CO2 emissions, and ecological footprint in the USA: Testing the EKC hypothesis with a structural break. Environmental Science and Pollution Research 28:846–61. doi:10.1007/s11356-020-10446-3.
  • Pesaran, M. H. 2007. A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics 22 (2):265–312. doi:10.1002/jae.951.
  • Pesaran, M. H. 2021. General diagnostic tests for cross-sectional dependence in panels. Empirical Economics 60 (1):13–50. doi:10.1007/s00181-020-01875-7.
  • Pesaran, M. H., L. V. Smith, and T. Yamagata. 2013. Panel unit root tests in the presence of a multifactor error structure. Journal of Econometrics 175 (2):94–115. doi:10.1016/j.jeconom.2013.02.001.
  • Pesaran, M. H., A. Ullah, and T. Yamagata. 2008. A bias‐adjusted LM test of error cross‐section Independence. The Econometrics Journal 11 (1):105–27. doi:10.1111/j.1368-423X.2007.00227.x.
  • Pesaran, M. H., and T. Yamagata. 2008. Testing slope homogeneity in large panels. Journal of Econometrics 142 (1):50–93. doi:10.1016/j.jeconom.2007.05.010.
  • Purcel, A. A. 2020. New insights into the environmental Kuznets curve hypothesis in developing and transition economies: A literature survey. Environmental Economics and Policy Studies 22 (4):585–631. doi:10.1007/s10018-020-00272-9.
  • Reese, S., and J. Westerlund. 2016. PANICCA: Panic on cross‐section averages. Journal of Applied Econometrics 31 (6):961–81. doi:10.1002/jae.2487.
  • Romero, J. P., and C. Gramkow. 2021. Economic complexity and greenhouse gas emissions. World Development 139:1–18. doi:10.1016/j.worlddev.2020.105317.
  • Shafiei, S., and R. Salim. 2014. Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: A comparative analysis. Energy Policy 66:547–56. doi:10.1016/j.enpol.2013.10.064.
  • Shahzad, U., Z. Fareed, F. Shahzad, and K. Shahzad. 2021. Investigating the nexus between economic complexity, energy consumption and ecological footprint for the United States: New insights from quantile methods. Journal of Cleaner Production 279. doi:10.1016/j.jclepro.2020.123806.
  • Sharma, S. S. 2011. Determinants of carbon dioxide emissions: Empirical evidence from 69 countries. Applied Energy 88 (1):376–82. doi:10.1016/j.apenergy.2010.07.022.
  • Stern, D. I. 2017. The environmental Kuznets curve after 25 years. Journal of Bioeconomics 19 (1):7–28. doi:10.1007/s10818-017-9243-1.
  • Stern, D. I., M. S. Common, and E. B. Barbier. 1996. Economic growth and environmental degradation: The environmental Kuznets curve and sustainable development. World Development 24 (7):1151–60. doi:10.1016/0305-750X(96)00032-0.
  • Swart, J., and L. Brinkmann. 2020. Economic complexity and the environment: Evidence from Brazil. In Universities and sustainable communities: Meeting the goals of the agenda 2030, W. L. Filho, U. Tortato, and F. Frankenberger. ed., Cham: Springer 3–45. doi:10.1007/978-3-030-30306-8_1.
  • UNCTAD (United Nations Conference on Trade and Development). 2021. Data Center. Accessed March 20, 2021. https://unctadstat.unctad.org/EN/
  • Westerlund, J., and D. L. Edgerton. 2007. A panel bootstrap cointegration test. Economics Letters 97 (3):185–90. doi:10.1016/j.econlet.2007.03.003.
  • World Bank. 2021. High-income countries. Accessed September 14, 2021. https://data.worldbank.org/income-level/high-income
  • Yilanci, V., and U. K. Pata. 2020. Investigating the EKC hypothesis for China: The role of economic complexity on ecological footprint. Environmental Science and Pollution Research 27 (26):32683–94. doi:10.1007/s11356-020-09434-4.

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