Renewable Energy Consumption and Agriculture: Evidence for Cointegration and Granger causality for Tunisian Economy

Ben Jebli, Mehdi and Ben Youssef, Slim (2015): Renewable Energy Consumption and Agriculture: Evidence for Cointegration and Granger causality for Tunisian Economy.

Abstract

This paper uses the vector error correction model (VECM) and Granger causality tests to investigate short and long-run relationships between per capita carbon dioxide (CO2) emissions, real gross domestic product (GDP), renewable and non-renewable energy consumption, trade openness ratio and agricultural value added (AVA) in Tunisia spanning the period 1980-2011. The Johansen-Juselius test shows that all our considered variables are cointegrated. Short-run Granger causality tests reveal the existence of bidirectional causalities between AVA and CO2 emissions, and between AVA and trade; unidirectional causalities running from non-renewable energy and output to AVA and to renewable energy, and from CO2 emissions to renewable energy. Interestingly, there are long-run bidirectional causalities between all considered variables. Our long-run parameters estimates show that non-renewable energy, trade and AVA increase CO2 emissions, whereas renewable energy reduces CO2 emissions. In addition, the inverted U-shaped environmental Kuznets curve (EKC) hypothesis is not supported. Our policy recommendations are to increase international economic exchanges because this gives new opportunities to the agricultural sector to develop and to benefit from renewable energy technology transfer. Subsidizing renewable energy use in the agricultural sector enables it to become more competitive on the international markets while polluting less and contributing to combat global warming.

• Item Type: MPRA Paper
• Language: English
• Keywords: Renewable energy; Agriculture; Trade; Granger causality; Tunisia.
• Subjects: C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C33 - Panel Data Models ; Spatio-temporal Models; F - International Economics > F1 - Trade > F14 - Empirical Studies of Trade; Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q1 - Agriculture; Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy > Q42 - Alternative Energy Sources; Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q54 - Climate ; Natural Disasters and Their Management ; Global Warming

References

Agence de promotion des investissements agricoles, 2015. Accessed at: http://www.apia.com.tn/.

Agence Nationale pour la Maitrise de l’Energie, 2014. Etude sur « le développement de la maîtrise de l’énergie dans le secteur agriculture et pêche ». Accessed at: http://www.anme.nat.tn/index.php?id=111.

Ajmi, A.N., El Montasser, G., Nguyen, D.K., 2013. Testing the relationships between energy consumption and income in G7 countries with nonlinear causality tests. Economic Modeling, 35, 126-133.

Al-Mulali, U., Fereidouni, H.G., Lee, J.Y.M., 2014. Electricity consumption from renewable and non-renewable sources and economic growth: Evidence from Latin American countries. Renewable and Sustainable Energy Review, 30, 290-298.

Ambassade de France en Tunisie, 2013. De l’énergie solaire pour l’agriculture tunisienne. Accessed at: http://www.ambassadefrance-tn.org/De-l-energie-solaire-pour-l.

Ang, J. B., 2007. CO2 emissions, energy consumption, and output in France. Energy Policy, 35, 4772-4778.

Apergis, N., Payne, J.E., 2010a. Renewable energy consumption and economic growth evidence from a panel of OECD countries. Energy Policy, 38, 656-660.

Apergis, N., Payne, J.E., 2010b. Renewable energy consumption and growth in Eurasia. Energy Economics, 32, 1392-1397.

Apergis, N., Payne, J.E., 2011. The renewable energy consumption–growth nexus in Central America. Applied Energy, 88, 343-347.

Apergis, N., Ozturk, I. 2015. Testing Environmental Kuznets Curve hypothesis in Asian countries. Ecological Indicators, 52, 16-22.

Arouri, M.E.H., Ben Youssef, A., 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.

Baum, CF., 2004. A review of Stata 8.1 and its time series capabilities. International Journal of Forecasting, 20, 151–161.

Bayrakcı, A.G., Koçar, G., 2012. Utilization of renewable energies in Turkey’s agriculture. Renewable and Sustainable Energy Reviews, 16, 618– 633.

Belloumi, M., 2009. Energy consumption and GDP in Tunisia: Cointegration and causality analysis. Energy Policy, 37, 2745-2753.

Ben Jebli, M., Ben Youssef, S., 2015a. The environmental Kuznets curve, economic growth, renewable and non-renewable energy, and trade in Tunisia. Renewable and Sustainable Energy Reviews, 47, 173-185.

Ben Jebli, M., Ben Youssef, S., 2015b. Output, renewable and non-renewable energy consumption and international trade: Evidence from a panel of 69 countries. Renewable Energy, 83, 799-808.

Ben Jebli, M., Ben Youssef, S., Ozturk, I., 2015. The role of renewable energy consumption and trade: environmental Kuznets curve analysis for sub-Saharan Africa countries. African Development Review, 27, 288–300.

Ben Salha, O., Sebri, M., 2014. A multivariate analysis of the causal flow between renewable energy consumption and GDP in Tunisia. Economics Bulletin, 34, 2396-2410.

Chebbi, H.E., 2010. Agriculture and economic growth in Tunisia. China Agricultural Economic Review, 2, 63-78.

Chebbi, H.E., Olarreaga, M., Zitouna, H., 2011. Trade openness and CO2 emissions in Tunisia. Middle East Development Journal, 3, 29-53.

Chouaibi, N., Abdessalem, T., 2011. Causality between electricity consumption and economic growth in Tunisia: policy implications. International Journal of Economic Policy in Emerging Economies, 4, 211–226.

Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH, 2013. Réalisations du projet ‘‘Promotion des Energies Renouvelables et de l’Efficacité Energétique en Tunisie’’. Bureau de la GIZ à Tunis.

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, 427-431.

Energy Information Administration, 2015. International Energy Outlook. Washington, DC. Available online at: www.eia.gov/forecasts/aeo.

Engle, R.F., Granger C.W.J., 1987. Co-integration and error correction: representation, estimation, and testing. Econometrica, 55, 251-276.

Fallahi, F., 2011. Causal relationship between energy consumption (EC) and GDP: a Markov-switching (MS) causality. Energy, 36, 4165-4170.

Fodha, M., Zaghdoud, O., 2010. Economic growth and pollutant emissions in Tunisia: An empirical analysis of the environmental Kuznets curve. Energy Policy, 38, 1150-1156.

Gestore dei Servizi Energetici—GSE S.p.A., 2013. Tunisia, energy country report: focus on electricity sector and renewable energy policies. Rome, Italy.

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

Johansen, S., Juselius, K., 1990. Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxford Bulletin of Economics and Statistics, 52, 169–210.

Karkacier, O., Goktolga, Z.G., Cicek, A., 2006. A regression analysis of the effect of energy use in agriculture. Energy Policy, 34, 3796-3800.

Mosher, J.N., Corscadden, K.W., 2012. Agriculture’s contribution to the renewable energy sector: Policy and economics – Do they add up? Renewable and Sustainable Energy Reviews, 16, 4157– 4164.

Mushtaq, K., Abbas, F., Abdul Ghafour, A., 2007. Energy use for economic growth: cointegration and causality analysis from the agriculture sector of Pakistan. The Pakistan Development Review, 46, 1065–1073.

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., Acaravci, A., 2010. The causal relationship between energy consumption and GDP in Albania, Bulgaria, Hungary, and Romania: evidence from ARDL bound testing approach. Applied Energy, 87, 1938-1943.

Phillips, P.C.B., Perron, P., 1988. Testing for a unit root in time series regressions. Biometrika, 75, 335-346.

Réseau International d’Accès aux Energies Durables, 2008. Tunisie : perspectives d’utilisation des énergies renouvelables dans le domaine agricole. Accessed at: http://www.riaed.net/?Tunisie-perspectives-d-utilisation.

Sadorsky, P., 2009a. Renewable energy consumption, CO2 emissions and oil prices in the G7 countries. Energy Economics, 31, 456-462.

Sadorsky, P., 2009b. Renewable energy consumption and income in emerging economies. Energy policy, 37, 4021-4028.

Sadorsky, P., 2011. Trade and energy consumption in the Middle East. Energy Economics, 33, 739-749.

Sadorsky, P., 2012. Energy consumption, output and trade in South America. Energy Economics, 34, 476-488.

Sebri, M., Abid, M., 2012. Energy use for economic growth: A trivariate analysis from Tunisian agriculture sector. Energy Policy, 48, 711-716.

Shahbaz, M., Tiwari, A.K., Nasir., M., 2013. The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa. Energy Policy, 61, 1452-1459.

Shahbaz, M., Khraief, N., Uddin, G.S., Ozturk, I., 2014. Environmental Kuznets curve in an open economy: A bounds testing and causality analysis for Tunisia. Renewable and Sustainable Energy Reviews, 34, 325-336.

Tugcu, C.T., Ozturk, I., Aslan, A., 2012. Renewable and non-renewable energy consumption and economic growth relationship revisited: Evidence from G7 countries. Energy Economics, 34, 1942-1950.

Turkekul, B., Unakitan, G., 2011. A co-integration analysis of the price and income elasticities of energy demand in Turkish agriculture. Energy Policy 39, 2416–2423.

World Bank, 2015. World Development Indicators. Accessed at: http://www.worldbank.org/data/onlinedatabases/onlinedatabases.html.

Zivot, E., Andrews D., 1992. Further evidence of great crash, the oil price shock and the unit root hypothesis. Journal of Business and Economic statistics, 10, 251-270.