Un análisis de cointegración con datos de panel entre exportaciones, densidad demográfica, crecimiento económico y emisiones de CO2

Contenido principal del artículo

Jessica Guamán
Wilfrido Torres-Ontaneda

Resumen

El objetivo de esta investigación es analizar la relación de cointegración entre exportaciones, crecimiento económico y densidad demográfica con emisiones de CO2 a nivel mundial y por grupos de países. Utilizando datos de panel en 90 países para el periodo 1961-2015. Esta investigación se sustenta con la hipótesis de la Curva Ambiental de Kuznets (1955) y evidencia empírica. Utilizando pruebas de cointegración y causalidad para datos en panel los resultados indican que existe equilibrio a largo y a corto plazo entre las variables a nivel mundial y por grupos de países. La fuerza del vector de cointegración en las variables es fuerte, y principlamente la densidad poblacional es contundente en todos los grupos de países. No se encontró existencia de causalidad ni a nivel mundial ni por grupos de países. Las políticas económicas estarían dirigidas a la estabilización poblacional, políticas comerciales y sobretodo políticas ambientales estrictas. Cada gobierno debe aplicar las políticas eficientemente, implementando la tecnología actualizada, potenciando a cada país económicamente y logre disminuir la contaminación ambiental.

Métricas

Cargando métricas ...

Detalles del artículo

Cómo citar
Guamán, J. ., & Torres-Ontaneda, W. . (2022). Un análisis de cointegración con datos de panel entre exportaciones, densidad demográfica, crecimiento económico y emisiones de CO2. Revista Económica, 9(2), 92–108. Recuperado a partir de https://revistas.unl.edu.ec/index.php/economica/article/view/1213
Sección
ARTÍCULOS DE INVESTIGACIÓN

Citas

Akaike, H. (1974). A new look at the statistical model identifications. IEEE transactions on Automatic Control, 19, 716-723.

Alam, M. M., Murad, M. W., Noman, A. H. M., & Ozturk, I. (2016). Relationships among carbon emissions, economic growth, energy consumption and population growth: Testing Environmental Kuznets Curve hypothesis for Brazil, China, India and Indonesia. Ecological Indicators, 70, 466-479.

Al Mamun, M., Sohag, K., Mia, M. A. H., Uddin, G. S., & Ozturk, I. (2014). Regional differences in the dynamic linkage between CO2 emissions, sectoral output and economic growth. Renewable and Sustainable Energy Reviews, 38, 1-11.

Al-Malali, U., & Sheau-Ting, L. (2014). Econometric analysis of trade, exports, imports, energy consumption and CO2 emission in six regions. Renewable and Sustainable Energy Reviews, 33, 484-498.

Ali, W., Abdullah, A., & Azam, M. (2017). Re-visiting the environmental Kuznets curve hypothesis for Malaysia: Fresh evidence from ARDL bounds testing approach. Renewable and Sustainable Energy Reviews, 77, 990-1000.

Ali, Y., Ciaschini, M., Socci, C., Pretaroli, R., & Severini, F. (2017). An analysis of CO2 emissions in Italy through the Macro Multiplier (MM) approach. Journal of Cleaner Production, 149, 238-250.

Akalpler, E., & Shingil, M. E. (2017). Statistical reasoning the link between energy demand, CO2 emissions and growth: Evidence from China. Procedia Computer Science, 120, 182-188.

Alvarado, R., Ponce, P., Criollo, A., Córdova, K., & Khan, M. K. (2018). Environmental degradation and real per capita output: New evidence at the global level grouping countries by income levels. Journal of Cleaner Production, 189, 13-20.

Alshehry, A. S., & Belloumi, M. (2015). Energy consumption, carbon dioxide emissions and economic growth: The case of Saudi Arabia. Renewable and Sustainable Energy Reviews, 41, 237-247.

Andersson, F. N. (2018). International trade and carbon emissions: The role of Chinese institutional and policy reforms. Journal of environmental management, 205, 29-39.

Apergis, N., & Ozturk, I. (2015). Testing environmental Kuznets curve hypothesis in Asian countries. Ecological Indicators, 52, 16-22.

Apergis, N. (2016). Environmental Kuznets curves: New evidence on both panel and country-level CO2 emissions. Energy Economics, 54, 263-271.

Arce, G., López, L. A., & Guan, D. (2016). Carbon emissions embodied in international trade: The post-China era. Applied energy, 184, 1063-1072.

Atasoy, B. S. (2017). Testing the environmental Kuznets curve hypothesis across the US: Evidence from panel mean group estimators. Renewable and Sustainable Energy Reviews, 77, 731-747.

Azam, M. (2016). Does environmental degradation shackle economic growth? A panel data investigation on 11 Asian countries. Renewable and Sustainable Energy Reviews, 65, 175-182.

Begum, R. A., Sohag, K., Abdullah, S. M. S., & Jaafar, M. (2015). CO2 emissions, energy consumption, economic and population growth in Malaysia. Renewable and Sustainable Energy Reviews, 41, 594-601.

Bekhet, H. A., Matar, A., & Yasmin, T. (2017). CO2 emissions, energy consumption, economic growth, and financial development in GCC countries: Dynamic simultaneous equation models. Renewable and Sustainable Energy Reviews, 70, 117-132.

Cai, Y., Sam, C. Y., & Chang, T. (2018). Nexus between clean energy consumption, economic growth and CO2 emissions. Journal of Cleaner Production, 182, 1001-1011.

Catalán, H. (2014). Curva ambiental de Kuznets: implicaciones para un crecimiento sustentable. Economía Informa, 389, 19-37.

Cherni, A., & Jouini, S. E. (2017). An ARDL approach to the CO2 emissions, renewable energy and economic growth nexus: Tunisian evidence. International Journal of Hydrogen Energy, 42(48), 29056-29066.

Constant, K., Nourry, C., & Seegmuller, T. (2014). Population growth in polluting industrialization. Resource and Energy Economics, 36(1), 229-247.

Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American statistical association, 74(366a), 427-431.

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. Renewable and Sustainable Energy Reviews, 77, 239-245.

Engelman, R. (1994). Stabilizing the atmosphere: population consumption and greenhouse gases.

Engelman, R. (1998). Profiles in carbon: an update on population consumption and carbon dioxide emissions.

Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society, 251-276.

Farhani, S., Mrizak, S., Chaibi, A., & Rault, C. (2014). The environmental Kuznets curve and sustainability: A panel data analysis. Energy Policy, 71, 189-198.

Gilbert, A. Q., & Sovacool, B. K. (2017). US liquefied natural gas (LNG) exports: Boom or bust for the global climate?. Energy, 141, 1671-1680.

Gill, A. R., Viswanathan, K. K., & Hassan, S. (2017). The environmental Kuznets curve (EKC) and the environmental problem of the day. Renewable and Sustainable Energy Reviews.

Granger, C. W. (1988). Causality, cointegration, and control. Journal of Economic Dynamics and Control, 12(2-3), 551-559.

Haifeng, X. U., Yang, L. I., & HUANG, H. (2017). Spatial Research on the Effect of Financial Structure on CO2 Emission. Energy Procedia, 118, 179-183.

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

Hanif, I., & Gago-de-Santos, P. (2017). The importance of population control and macroeconomic stability to reducing environmental degradation: An empirical test of the environmental Kuznets curve for developing countries. Environmental Development, 23, 1-9.

Hausman, J. A. (1978). Specification tests in econometrics. Econometrica: Journal of the Econometric Society, 1251-1271.

Heidari, H., Katircioğlu, S. T., & Saeidpour, L. (2015). Economic growth, CO2 emissions, and energy consumption in the five ASEAN countries. International Journal of Electrical Power & Energy Systems, 64, 785-791.

Helpman, E. (1998). Explaining the structure of foreign trade: Where do we stand?. Weltwirtschaftliches Archiv, 134(4), 573-589.

Hossain, M. S. (2011). Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy, 39(11), 6991-6999.

Inglesi-Lotz, R., & Dogan, E. (2018). The role of renewable versus non-renewable energy to the level of CO2 emissions a panel analysis of sub-Saharan Africa’s Βig 10 electricity generators. Renewable Energy, 123, 36-43.

Ito, K. (2017). CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries. International Economics, 151, 1-6.

Jardón, A., Kuik, O., & Tol, R. S. (2017). Economic growth and carbon dioxide emissions: An analysis of Latin America and the Caribbean. Atmósfera, 30(2), 87-100.

Kahouli, B. (2017). The Causality Link between Energy Electricity Consumption, CO2 emissions, R&D Stocks and Economic Growth in Mediterranean Countries (MCs). Energy.

Kais, S., & Sami, H. (2016). An econometric study of the impact of economic growth and energy use on carbon emissions: panel data evidence from fifty eight countries. Renewable and Sustainable Energy Reviews, 59, 1101-1110.

Kang, Y. Q., Zhao, T., & Yang, Y. Y. (2016). Environmental Kuznets curve for CO2 emissions in China: A spatial panel data approach. Ecological indicators, 63, 231-239.

Kasman, A., & Duman, Y. S. (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.

Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1-28.

Lin, B., Omoju, O. E., Nwakeze, N. M., Okonkwo, J. U., & Megbowon, E. T. (2016). Is the environmental Kuznets curve hypothesis a sound basis for environmental policy in Africa?. Journal of Cleaner Production, 133, 712-724.

Liu, Y., Meng, B., Hubacek, K., Xue, J., Feng, K., & Gao, Y. (2016). ‘Made in China’: A reevaluation of embodied CO2 emissions in Chinese exports using firm heterogeneity information. Applied energy, 184, 1106-1113.

Liu, Y., Chen, S., Chen, B., & Yang, W. (2017). Analysis of CO2 emissions embodied in China's bilateral trade: a non-competitive import input–output approach. Journal of Cleaner Production, 163, S410-S419.

Machado, G. V. (2000, August). Energy use, CO2 emissions and foreign trade: an IO approach applied to the Brazilian case. In Thirteenth international conference on input–output techniques, Macerata, Italy (pp. 21-25).

Marjanović, V., Milovančević, M., & Mladenović, I. (2016). Prediction of GDP growth rate based on carbon dioxide (CO2) emissions. Journal of CO2 Utilization, 16, 212-217.

Mercan, M., & Karakaya, E. (2015). Energy consumption, economic growth and carbon emission: Dynamic panel cointegration analysis for selected OECD countries. Procedia Economics and Finance, 23, 587-592.

Mongelli, I., Tassielli, G., & Notarnicola, B. (2006). Global warming agreements, international trade and energy/carbon embodiments: an input–output approach to the Italian case. Energy policy, 34(1), 88-100.

Mutascu, M. (2018). A time-frequency analysis of trade openness and CO 2 emissions in France. Energy Policy, 115, 443-455.

Narayan, P. K., & Narayan, S. (2010). Carbon dioxide emissions and economic growth: panel data evidence from developing countries. Energy policy, 38(1), 661-666.

Ohlan, R. (2015). The impact of population density, energy consumption, economic growth and trade openness on CO2 emissions in India. Natural Hazards, 79(2), 1409-1428.

Olale, E., Ochuodho, T. O., Lantz, V., & El Armali, J. (2018). The environmental Kuznets curve model for greenhouse gas emissions in Canada. Journal of Cleaner Production, 184, 859-868.

Organización Mundial de la Salud (2018). Departamento de Salud Pública, Medio Ambiente y Determinantes Sociales de la Salud: Calidad del aire y salud.

Ozcan, B. (2013). The nexus between carbon emissions, energy consumption and economic growth in Middle East countries: a panel data analysis. Energy Policy, 62, 1138-1147.

Ozturk, I. (2017). Measuring the impact of alternative and nuclear energy consumption, carbon dioxide emissions and oil rents on specific growth factors in the panel of Latin American countries. Progress in Nuclear Energy, 100, 71-81.

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.

Rahman, M. M. (2017). Do population density, economic growth, energy use and exports adversely affect environmental quality in Asian populous countries?. Renewable and Sustainable Energy Reviews, 77, 506-514.

Richter, P. M., & Schiersch, A. (2017). CO2 emission intensity and exporting: Evidence from firm-level data. European Economic Review, 98, 373-391.

Robalino-López, A., Mena-Nieto, Á., García-Ramos, J. E., & Golpe, A. A. (2015). Studying the relationship between economic growth, CO2 emissions, and the environmental Kuznets curve in Venezuela (1980–2025). Renewable and Sustainable Energy Reviews, 41, 602-614

Saidi, K., & Hammami, S. (2015). The impact of energy consumption and CO2 emissions on economic growth: Fresh evidence from dynamic simultaneous-equations models. Sustainable Cities and Society, 14, 178-186

Shahbaz, M., Lean, H. H., & Shabbir, M. S. (2012). Environmental Kuznets curve hypothesis in Pakistan: cointegration and Granger causality. Renewable and Sustainable Energy Reviews, 16(5), 2947-2953.

Solilová, V., & Nerudová, D. (2014). Overall approach of the EU in the question of emissions: EU emissions trading system and CO2 taxation. Procedia Economics and Finance, 12, 616-625.

Talbi, B. (2017). CO2 emissions reduction in road transport sector in Tunisia. Renewable and Sustainable Energy Reviews, 69, 232-238.

Tang, X., Jin, Y., Wang, X., Wang, J., & McLellan, B. C. (2017). Will China’s trade restructuring reduce CO2 emissions embodied in international exports?. Journal of Cleaner Production, 161, 1094-1103.

Tian, P., & Lin, B. (2017). Promoting green productivity growth for China's industrial exports: Evidence from a hybrid input-output model. Energy Policy, 111, 394-402.

Tiwari, A. K., Shahbaz, M., & Hye, Q. M. A. (2013). The environmental Kuznets curve and the role of coal consumption in India: cointegration and causality analysis in an open economy. Renewable and Sustainable Energy Reviews, 18, 519-527.

Wang, S. X., Fu, Y. B., & Zhang, Z. G. (2015). Population growth and the environmental Kuznets curve. China Economic Review, 36, 146-165.

World Bank (2018). World Development Indicators. Washington D.C. Available on https://data.worldbank.org/data-catalog/world-development-indicators.

Wu, R., Geng, Y., Dong, H., Fujita, T., & Tian, X. (2016). Changes of CO2 emissions embodied in China–Japan trade: drivers and implications. Journal of Cleaner Production, 112, 4151-4158.

Xu, T. (2018). Investigating Environmental Kuznets Curve in China–Aggregation bias and policy implications. Energy Policy, 114, 315-322.

Yu, Y., & Chen, F. (2017). Research on carbon emissions embodied in trade between China and South Korea. Atmospheric Pollution Research, 8(1), 56-63.

Zakarya, G. Y., Mostefa, B. E. L. M. O. K. A. D. D. E. M., Abbes, S. M., & Seghir, G. M. (2015). Factors affecting CO2 emissions in the BRICS countries: a panel data analysis. Procedia Economics and Finance, 26, 114-125.

Zaman, K., & Abd-el Moemen, M. (2017). The influence of electricity production, permanent cropland, high technology exports, and health expenditures on air pollution in Latin America and the Caribbean Countries. Renewable and Sustainable Energy Reviews, 76, 1004-1010.

Zhao, H., Zhang, Q., Huo, H., Lin, J., Liu, Z., Wang, H., ... & He, K. (2016). Environment-economy tradeoff for Beijing–Tianjin–Hebei’s exports. Applied energy, 184, 926-935.

Zhu, Y., Shi, Y., Wu, J., Wu, L., & Xiong, W. (2018). Exploring the Characteristics of CO 2 Emissions Embodied in International Trade and the Fair Share of Responsibility. Ecological Economics, 146, 574-587.

Zilio, M. I. (2012). Curva de Kuznets ambiental: La validez de sus fundamentos en países en desarrollo. Cuadernos de economía, 35(97), 43-54.

Zoundi, Z. (2017). CO2 emissions, renewable energy and the Environmental Kuznets Curve, a panel cointegration approach. Renewable and Sustainable Energy Reviews, 72, 1067-1075.