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The causal relationship among electricity consumption, economic growth and capital stock in Iran

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  • Salmanzadeh-Meydani, N.
  • Fatemi Ghomi, S.M.T.

Abstract

Due to the progress in industries, electricity consumption (EC) plays a vital role in economic growth (EG) as one of the important components of production. Furthermore, the influence of capital stock (CS) and labor is significant in EG. The main purpose of this paper is to examine causality and relationship among EG, EC, and CS, to forecast these variables and to propose related policy viewpoints for Iran. The empirical findings indicate the lack of short-run causality between pairwise variables. The results of standard Granger-causality (SGC) test demonstrate a bi-directional long-run causality between EC and EG and a uni-directional long-run causality from EC to CS. To forecast variables, the vector auto regression (VAR) model is estimated using logged variables. The Ariño and Franses approach is applied to transform time series data and forecast variables. The performance of the estimated VAR model is investigated and it clarified a highly accurate estimation with mean absolute percentage errors (MAPEs) of less than 4% for all variables. The results of the impulse response function (IRF) analysis indicate the dynamic behavior of long-run causalities. Therefore, to reduce EC and avoid negative impact on EG, Iran should adopt appropriate and affordable policies to raise efficiency optimization of EC. Finally, four policies including privatization, industrialization, supervision of banking resources and allocation of credits and liberalization of electricity prices are proposed.

Suggested Citation

  • Salmanzadeh-Meydani, N. & Fatemi Ghomi, S.M.T., 2019. "The causal relationship among electricity consumption, economic growth and capital stock in Iran," Journal of Policy Modeling, Elsevier, vol. 41(6), pages 1230-1256.
  • Handle: RePEc:eee:jpolmo:v:41:y:2019:i:6:p:1230-1256
    DOI: 10.1016/j.jpolmod.2019.05.003
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    as
    1. Salamaliki, Paraskevi K. & Venetis, Ioannis A., 2013. "Energy consumption and real GDP in G-7: Multi-horizon causality testing in the presence of capital stock," Energy Economics, Elsevier, vol. 39(C), pages 108-121.
    2. Johansen, Søren, 1995. "A Stastistical Analysis of Cointegration for I(2) Variables," Econometric Theory, Cambridge University Press, vol. 11(1), pages 25-59, February.
    3. Chen, Sheng-Tung & Kuo, Hsiao-I & Chen, Chi-Chung, 2007. "The relationship between GDP and electricity consumption in 10 Asian countries," Energy Policy, Elsevier, vol. 35(4), pages 2611-2621, April.
    4. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    5. Abbas, Faisal & Choudhury, Nirmalya, 2013. "Electricity consumption-economic growth Nexus: An aggregated and disaggregated causality analysis in India and Pakistan," Journal of Policy Modeling, Elsevier, vol. 35(4), pages 538-553.
    6. Arino, Miguel A. & Franses, Philip Hans, 2000. "Forecasting the levels of vector autoregressive log-transformed time series," International Journal of Forecasting, Elsevier, vol. 16(1), pages 111-116.
    7. Sarwar, Suleman & Chen, Wei & Waheed, Rida, 2017. "Electricity consumption, oil price and economic growth: Global perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 9-18.
    8. Ghali, Khalifa H. & El-Sakka, M. I. T., 2004. "Energy use and output growth in Canada: a multivariate cointegration analysis," Energy Economics, Elsevier, vol. 26(2), pages 225-238, March.
    9. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    10. Lean, Hooi Hooi & Smyth, Russell, 2010. "CO2 emissions, electricity consumption and output in ASEAN," Applied Energy, Elsevier, vol. 87(6), pages 1858-1864, June.
    11. Yang, Hao-Yen, 2000. "A note on the causal relationship between energy and GDP in Taiwan," Energy Economics, Elsevier, vol. 22(3), pages 309-317, June.
    12. Kling, John L. & Bessler, David A., 1985. "A comparison of multivariate forecasting procedures for economic time series," International Journal of Forecasting, Elsevier, vol. 1(1), pages 5-24.
    13. Soytas, Ugur & Sari, Ramazan, 2006. "Energy consumption and income in G-7 countries," Journal of Policy Modeling, Elsevier, vol. 28(7), pages 739-750, October.
    14. Thanh, Pham Tien & Saito, Katsuhiro & Duong, Pham Bao, 2019. "Impact of microcredit on rural household welfare and economic growth in Vietnam," Journal of Policy Modeling, Elsevier, vol. 41(1), pages 120-139.
    15. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    16. Jian Zhang & Zhaoguang Hu & Yanan Zheng & Yuhui Zhou & Ziwei Wan, 2017. "Sectoral Electricity Consumption and Economic Growth: The Time Difference Case of China, 2006–2015," Energies, MDPI, vol. 10(2), pages 1-14, February.
    17. Stock, James H. & Watson, Mark W., 1989. "Interpreting the evidence on money-income causality," Journal of Econometrics, Elsevier, vol. 40(1), pages 161-181, January.
    18. Abosedra, Salah & Dah, Abdallah & Ghosh, Sajal, 2009. "Electricity consumption and economic growth, the case of Lebanon," Applied Energy, Elsevier, vol. 86(4), pages 429-432, April.
    19. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    20. Lee, Chien-Chiang & Chang, Chun-Ping & Chen, Pei-Fen, 2008. "Energy-income causality in OECD countries revisited: The key role of capital stock," Energy Economics, Elsevier, vol. 30(5), pages 2359-2373, September.
    21. Huiru Zhao & Haoran Zhao & Xiaoyu Han & Zhonghua He & Sen Guo, 2016. "Economic Growth, Electricity Consumption, Labor Force and Capital Input: A More Comprehensive Analysis on North China Using Panel Data," Energies, MDPI, vol. 9(11), pages 1-21, October.
    22. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    23. Shahbaz, Muhammad & Sarwar, Suleman & Chen, Wei & Malik, Muhammad Nasir, 2017. "Dynamics of electricity consumption, oil price and economic growth: Global perspective," Energy Policy, Elsevier, vol. 108(C), pages 256-270.
    24. Trlaković, Jelena & Despotović, Danijela & Ristić, Lela, 2018. "Impact of technology-intensive exports on GDP of Western Balkan Countries," Journal of Policy Modeling, Elsevier, vol. 40(5), pages 1038-1049.
    25. Yuan, Jia-Hai & Kang, Jian-Gang & Zhao, Chang-Hong & Hu, Zhao-Guang, 2008. "Energy consumption and economic growth: Evidence from China at both aggregated and disaggregated levels," Energy Economics, Elsevier, vol. 30(6), pages 3077-3094, November.
    26. Shiu, Alice & Lam, Pun-Lee, 2004. "Electricity consumption and economic growth in China," Energy Policy, Elsevier, vol. 32(1), pages 47-54, January.
    27. Yuan, Jiahai & Zhao, Changhong & Yu, Shunkun & Hu, Zhaoguang, 2007. "Electricity consumption and economic growth in China: Cointegration and co-feature analysis," Energy Economics, Elsevier, vol. 29(6), pages 1179-1191, November.
    28. Wang, Shaojian & Fang, Chuanglin & Guan, Xingliang & Pang, Bo & Ma, Haitao, 2014. "Urbanisation, energy consumption, and carbon dioxide emissions in China: A panel data analysis of China’s provinces," Applied Energy, Elsevier, vol. 136(C), pages 738-749.
    29. Primus, Keyra, 2018. "The effectiveness of monetary policy in small open economies," Journal of Policy Modeling, Elsevier, vol. 40(5), pages 903-933.
    30. Lee, Minsoo & Alba, Joseph D. & Park, Donghyun, 2018. "Intellectual property rights, informal economy, and FDI into developing countries," Journal of Policy Modeling, Elsevier, vol. 40(5), pages 1067-1081.
    31. Lee, Chien-Chiang, 2006. "The causality relationship between energy consumption and GDP in G-11 countries revisited," Energy Policy, Elsevier, vol. 34(9), pages 1086-1093, June.
    32. Lin, Boqiang & Liu, Chang, 2016. "Why is electricity consumption inconsistent with economic growth in China?," Energy Policy, Elsevier, vol. 88(C), pages 310-316.
    33. Polat, Onur & Ozkan, Ibrahim, 2019. "Transmission mechanisms of financial stress into economic activity in Turkey," Journal of Policy Modeling, Elsevier, vol. 41(2), pages 395-415.
    34. Lee, Chien-Chiang & Chien, Mei-Se, 2010. "Dynamic modelling of energy consumption, capital stock, and real income in G-7 countries," Energy Economics, Elsevier, vol. 32(3), pages 564-581, May.
    35. Bowden, Nicholas & Payne, James E., 2009. "The causal relationship between U.S. energy consumption and real output: A disaggregated analysis," Journal of Policy Modeling, Elsevier, vol. 31(2), pages 180-188.
    36. Yoo, Seung-Hoon, 2005. "Electricity consumption and economic growth: evidence from Korea," Energy Policy, Elsevier, vol. 33(12), pages 1627-1632, August.
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    4. Xu, Guangyue & Yang, Hualiu & Schwarz, Peter, 2022. "A strengthened relationship between electricity and economic growth in China: An empirical study with a structural equation model," Energy, Elsevier, vol. 241(C).
    5. Tayebeh Sadat Tabatabaei & Pedram Asef, 2021. "Evaluation of Energy Price Liberalization in Electricity Industry: A Data-Driven Study on Energy Economics," Energies, MDPI, vol. 14(22), pages 1-19, November.
    6. Esmaeili, Parisa & Rafei, Meysam, 2021. "Dynamics analysis of factors affecting electricity consumption fluctuations based on economic conditions: Application of SVAR and TVP-VAR models," Energy, Elsevier, vol. 226(C).
    7. Flavian Emmanuel Sapnken & Jean Gaston Tamba & Salome Essiane Ndjakomo & Francis Djanna Koffi, 2020. "Oil Products Consumption and Economic Growth in Cameroon Households: An Assessment Using ARDL Cointegration and Granger Causality Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 10(6), pages 510-523.
    8. Zolfaghari, Mehdi & Kabiri, Mahbobe & Saadatmanesh, Hamideh, 2020. "Impact of socio-economic infrastructure investments on income inequality in Iran," Journal of Policy Modeling, Elsevier, vol. 42(5), pages 1146-1168.

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    More about this item

    Keywords

    Causality; Economic growth; Capital stock; Vector auto autoregression regression model; Impulse response function analysis;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

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