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Estimating the determinants of electricity consumption in Jordan

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  • Al-Bajjali, Saif Kayed
  • Shamayleh, Adel Yacoub

Abstract

This research analyzes proposed determinants of electricity consumption in Jordan during the period 1986–2015. For the upcoming years, Jordan's electricity consumption projections expected to exceed electricity generation capacities. Therefore, to understand electricity consumption key determinants, six independent variables were used: Gross Domestic Product (GDP), electricity prices, population, urbanization, structure of economy, and aggregate water consumption. A multivariate model was constructed using annual data to examine the influence of the independent variables on electricity demand. Johansen Cointegration test is used to examine the long-term relationships in the model, and Vector Error Correction Model (VECM) is utilized then. VECM regression results show that GDP, urbanization, structure of economy and aggregate water consumption are significant and positively related to electricity consumption, while electricity prices are significant and negatively related to electricity consumption. Population showed significant positive effect on electricity consumption in the short run. The result of VECM implies that there is a need to invest more in green energy projects, ban importing low efficiency electrical appliances and review refugee reception policy in place.

Suggested Citation

  • Al-Bajjali, Saif Kayed & Shamayleh, Adel Yacoub, 2018. "Estimating the determinants of electricity consumption in Jordan," Energy, Elsevier, vol. 147(C), pages 1311-1320.
    • Handle: RePEc:eee:energy:v:147:y:2018:i:c:p:1311-1320
    DOI: 10.1016/j.energy.2018.01.010
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    as
    1. Jamil, Faisal & Ahmad, Eatzaz, 2010. "The relationship between electricity consumption, electricity prices and GDP in Pakistan," Energy Policy, Elsevier, vol. 38(10), pages 6016-6025, October.
    2. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    3. 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.
    4. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    5. Odhiambo, Nicholas M., 2009. "Electricity consumption and economic growth in South Africa: A trivariate causality test," Energy Economics, Elsevier, vol. 31(5), pages 635-640, September.
    6. Unesco-Ihp ., 2015. "Water in the Post-2015 Development Agenda and Sustainable Development Goals," Working Papers id:7841, eSocialSciences.
    7. Noel Alter & Shabib Haider Syed, 2011. "An Empirical Analysis of Electricity Demand in Pakistan," International Journal of Energy Economics and Policy, Econjournals, vol. 1(4), pages 116-139.
    8. Atakhanova, Zauresh & Howie, Peter, 2007. "Electricity demand in Kazakhstan," Energy Policy, Elsevier, vol. 35(7), pages 3729-3743, July.
    9. Narayan, Paresh Kumar & Smyth, Russell & Prasad, Arti, 2007. "Electricity consumption in G7 countries: A panel cointegration analysis of residential demand elasticities," Energy Policy, Elsevier, vol. 35(9), pages 4485-4494, September.
    10. Erdogdu, Erkan, 2007. "Electricity demand analysis using cointegration and ARIMA modelling: A case study of Turkey," Energy Policy, Elsevier, vol. 35(2), pages 1129-1146, February.
    11. Ali Matar & Hussain Ali Bekhet, 2015. "Causal Interaction among Electricity Consumption, Financial Development, Exports and Economic Growth in Jordan: Dynamic Simultaneous Equation Models," International Journal of Energy Economics and Policy, Econjournals, vol. 5(4), pages 955-967.
    12. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    13. Obinna Ubani, 2013. "Determinants of the dynamics of electricity consumption in Nigeria," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 37(2), pages 149-161, June.
    14. Ziramba, Emmanuel, 2009. "Disaggregate energy consumption and industrial production in South Africa," Energy Policy, Elsevier, vol. 37(6), pages 2214-2220, June.
    15. Kahsai, Mulugeta S. & Nondo, Chali & Schaeffer, Peter V. & Gebremedhin, Tesfa G., 2012. "Income level and the energy consumption–GDP nexus: Evidence from Sub-Saharan Africa," Energy Economics, Elsevier, vol. 34(3), pages 739-746.
    16. Hamzacebi, Coskun, 2007. "Forecasting of Turkey's net electricity energy consumption on sectoral bases," Energy Policy, Elsevier, vol. 35(3), pages 2009-2016, March.
    17. Bose, Ranjan Kumar & Shukla, Megha, 1999. "Elasticities of electricity demand in India," Energy Policy, Elsevier, vol. 27(3), pages 137-146, March.
    18. Athukorala, P.P.A Wasantha & Wilson, Clevo, 2010. "Estimating short and long-term residential demand for electricity: New evidence from Sri Lanka," Energy Economics, Elsevier, vol. 32(Supplemen), pages 34-40, September.
    19. Esso, Loesse Jacques, 2010. "Threshold cointegration and causality relationship between energy use and growth in seven African countries," Energy Economics, Elsevier, vol. 32(6), pages 1383-1391, November.
    20. Ehsan Latif, 2015. "A Panel Data Analysis of the Demand for Electricity in Canada," Economic Papers, The Economic Society of Australia, vol. 34(3), pages 192-205, September.
    21. Akay, Diyar & Atak, Mehmet, 2007. "Grey prediction with rolling mechanism for electricity demand forecasting of Turkey," Energy, Elsevier, vol. 32(9), pages 1670-1675.
    22. Dilaver, Zafer & Hunt, Lester C., 2011. "Turkish aggregate electricity demand: An outlook to 2020," Energy, Elsevier, vol. 36(11), pages 6686-6696.
    23. Clive Hamilton & Richard Denniss, 2001. "Generating Emissions? The Impact Of Microeconomic Reform On The Electricity Industry," Economic Papers, The Economic Society of Australia, vol. 20(3), pages 15-28, September.
    24. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    25. Christian Bayer & Christoph Hanck, 2013. "Combining non-cointegration tests," Journal of Time Series Analysis, Wiley Blackwell, vol. 34(1), pages 83-95, January.
    26. Tsangyao Chang & Wenshwo Fang & Li-Fang Wen, 2001. "Energy consumption, employment, output, and temporal causality: evidence from Taiwan based on cointegration and error-correction modelling techniques," Applied Economics, Taylor & Francis Journals, vol. 33(8), pages 1045-1056.
    27. repec:bla:opecrv:v:33:y:2009:i:1:p:70-96 is not listed on IDEAS
    28. Inglesi, Roula, 2010. "Aggregate electricity demand in South Africa: Conditional forecasts to 2030," Applied Energy, Elsevier, vol. 87(1), pages 197-204, January.
    29. Lin, Boqiang & Omoju, Oluwasola E. & Okonkwo, Jennifer U., 2016. "Factors influencing renewable electricity consumption in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 687-696.
    30. Narayan, Paresh Kumar & Smyth, Russell, 2005. "Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests," Energy Policy, Elsevier, vol. 33(9), pages 1109-1116, June.
    31. Khraief, Naceur & Shahbaz, Muhammad & Mallick, Hrushikesh & Loganathan, Nanthakumar, 2016. "Estimation of Electricity Demand Function for Algeria: Revisit of Time Series Analysis," MPRA Paper 74870, University Library of Munich, Germany, revised 01 Nov 2016.
    32. Mudassir Zaman & Farzana Shaheen & Azad Haider & Sadia Qamar, 2015. "Examining Relationship between Electricity Consumption and its Major Determinants in Pakistan," International Journal of Energy Economics and Policy, Econjournals, vol. 5(4), pages 998-1009.
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