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Modelling energy demand of developing countries: Are the specific features adequately captured?

  • Bhattacharyya, Subhes C.
  • Timilsina, Govinda R.

This paper critically reviews existing energy demand forecasting methodologies highlighting the methodological diversities and developments over the past four decades in order to investigate whether the existing energy demand models are appropriate for capturing the specific features of developing countries. The study finds that two types of approaches, econometric and end-use accounting, are commonly used in the existing energy demand models. Although energy demand models have greatly evolved since the early seventies, key issues such as the poor-rich and urban-rural divides, traditional energy resources and differentiation between commercial and non-commercial energy commodities are often poorly reflected in these models. While the end-use energy accounting models with detailed sectoral representations produce more realistic projections as compared to the econometric models, they still suffer from huge data deficiencies especially in developing countries. Development and maintenance of more detailed energy databases, further development of models to better reflect developing country context and institutionalizing the modelling capacity in developing countries are the key requirements for energy demand modelling to deliver richer and more reliable input to policy formulation in developing countries.

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Article provided by Elsevier in its journal Energy Policy.

Volume (Year): 38 (2010)
Issue (Month): 4 (April)
Pages: 1979-1990

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Handle: RePEc:eee:enepol:v:38:y:2010:i:4:p:1979-1990
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  1. Kulshreshtha, Mudit & Nag, Barnali & Kulshrestha, Mukul, 2001. "A multivariate cointegrating vector auto regressive model of freight transport demand: evidence from Indian railways," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(1), pages 29-45, January.
  2. Hondroyiannis, George, 2004. "Estimating residential demand for electricity in Greece," Energy Economics, Elsevier, vol. 26(3), pages 319-334, May.
  3. Rijal, Kamal & Bansal, N. K. & Grover, P. D., 1990. "Rural household energy demand modelling : A case study of Nepal," Energy Economics, Elsevier, vol. 12(4), pages 279-288, October.
  4. Lin Chan, Hing & Kam Lee, Shu, 1997. "Modelling and forecasting the demand for coal in China," Energy Economics, Elsevier, vol. 19(3), pages 271-287, July.
  5. Tuan, Nguyen Anh & Lefevre, Thierry, 1996. "Analysis of household energy demand in Vietnam," Energy Policy, Elsevier, vol. 24(12), pages 1089-1099, December.
  6. Clements, Michael P & Madlener, Reinhard, 1999. "Seasonality, Cointegration, and Forecasting UK Residential Energy Demand," Scottish Journal of Political Economy, Scottish Economic Society, vol. 46(2), pages 185-206, May.
  7. Christopher Knittel & Daniel Sperling, 2006. "Evidence of a Shift in the Short-Run Price Elasticity of Gasoline Demand," Working Papers 625, University of California, Davis, Department of Economics.
  8. Pokharel, Shaligram, 2007. "An econometric analysis of energy consumption in Nepal," Energy Policy, Elsevier, vol. 35(1), pages 350-361, January.
  9. Blakemore, F. B. & Davies, C. & Isaac, J. G., 1994. "UK energy market: An analysis of energy demands. Part I: A disaggregated sectorial approach," Applied Energy, Elsevier, vol. 48(3), pages 261-277.
  10. Harvey, Andrew, 1997. "Trends, Cycles and Autoregressions," Economic Journal, Royal Economic Society, vol. 107(440), pages 192-201, January.
  11. Nasr, G. E. & Badr, E. A. & Dibeh, G., 2000. "Econometric modeling of electricity consumption in post-war Lebanon," Energy Economics, Elsevier, vol. 22(6), pages 627-640, December.
  12. Olutomi I Adeyemi & Lester C Hunt, 2006. "Modelling OECD Industrial Energy Demand: Asymmetric Price Responses and Energy – Saving Technical Change," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 115, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
  13. Siddayao, C. M. & Khaled, M. & Ranada, J. G. & Saicheua, S., 1987. "Estimates of energy and non-energy elasticities in selected Asian manufacturing sectors : Policy implications," Energy Economics, Elsevier, vol. 9(2), pages 115-128, April.
  14. Bhattacharyya, Subhes C. & Blake, Andon, 2009. "Domestic demand for petroleum products in MENA countries," Energy Policy, Elsevier, vol. 37(4), pages 1552-1560, April.
  15. Haas, Reinhard & Schipper, Lee, 1998. "Residential energy demand in OECD-countries and the role of irreversible efficiency improvements," Energy Economics, Elsevier, vol. 20(4), pages 421-442, September.
  16. repec:ltr:wpaper:1996.09 is not listed on IDEAS
  17. Eltony, M. N. & Al-Mutairi, N. H., 1995. "Demand for gasoline in Kuwait : An empirical analysis using cointegration techniques," Energy Economics, Elsevier, vol. 17(3), pages 249-253, July.
  18. Holtedahl, Pernille & Joutz, Frederick L., 2004. "Residential electricity demand in Taiwan," Energy Economics, Elsevier, vol. 26(2), pages 201-224, March.
  19. Chateau, B. & Lapillonne, B., 1978. "Long-term energy demand forecasting A new approach," Energy Policy, Elsevier, vol. 6(2), pages 140-157, June.
  20. Saicheua, Supavud, 1987. "Input substitution in Thailand's manufacturing sector : Implications for energy policy," Energy Economics, Elsevier, vol. 9(1), pages 55-63, January.
  21. Sharma, D. Parameswara & Chandramohanan Nair, P. S. & Balasubramanian, R., 2002. "Demand for commercial energy in the state of Kerala, India: an econometric analysis with medium-range projections," Energy Policy, Elsevier, vol. 30(9), pages 781-791, July.
  22. Engsted, T & Bentzen, J, 1997. "Dynamic Modelling of Energy Demand : A Guided Tour Through the Jungle of Unit Roots and Cointegration," Papers 97-6, Aarhus School of Business - Department of Economics.
  23. Hirst, Eric & Goeltz, Richard & Carney, Janet, 1982. "Residential energy use : Analysis of disaggregate data," Energy Economics, Elsevier, vol. 4(2), pages 74-82, April.
  24. Ghanadan, Rebecca & Koomey, Jonathan G., 2005. "Using energy scenarios to explore alternative energy pathways in California," Energy Policy, Elsevier, vol. 33(9), pages 1117-1142, June.
  25. Samimi, Rodney, 1995. "Road transport energy demand in Australia: A cointegration approach," Energy Economics, Elsevier, vol. 17(4), pages 329-339, October.
  26. Taoufik Bouachera & Mohammad Mazraati, 2007. "Fuel demand and car ownership modelling in India," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 31(1), pages 27-51, 03.
  27. Crompton, Paul & Wu, Yanrui, 2005. "Energy consumption in China: past trends and future directions," Energy Economics, Elsevier, vol. 27(1), pages 195-208, January.
  28. Rapanos, Vassilis T. & Polemis, Michael L., 2006. "The structure of residential energy demand in Greece," Energy Policy, Elsevier, vol. 34(17), pages 3137-3143, November.
  29. Al-Faris, Abdul Razak F., 2002. "The demand for electricity in the GCC countries," Energy Policy, Elsevier, vol. 30(2), pages 117-124, January.
  30. Espey, Molly, 1998. "Gasoline demand revisited: an international meta-analysis of elasticities," Energy Economics, Elsevier, vol. 20(3), pages 273-295, June.
  31. Halicioglu, Ferda, 2007. "Residential electricity demand dynamics in Turkey," Energy Economics, Elsevier, vol. 29(2), pages 199-210, March.
  32. Uri, Noel D., 1979. "Energy demand and interfuel substitution in India," European Economic Review, Elsevier, vol. 12(2), pages 181-190, April.
  33. James M. Griffin, 1993. "Methodological Advances in Energy Modelling: 1970-1990," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 111-124.
  34. Jones, Clifton T, 1994. "Accounting for technical progress in aggregate energy demand," Energy Economics, Elsevier, vol. 16(4), pages 245-252, October.
  35. Kim, Bong Chin & Labys, Walter C., 1988. "Application of the translog model of energy substitution to developing countries : The case of Korea," Energy Economics, Elsevier, vol. 10(4), pages 313-323, October.
  36. Pachauri, Shonali, 2004. "An analysis of cross-sectional variations in total household energy requirements in India using micro survey data," Energy Policy, Elsevier, vol. 32(15), pages 1723-1735, October.
  37. Massimo Filippini & Shonali Pachauri, 2002. "Elasticities of Electricity Demand in Urban Indian Households," CEPE Working paper series 02-16, CEPE Center for Energy Policy and Economics, ETH Zurich.
  38. Ramesh Bhatia, 1987. "Energy Demand Analysis in Developing Countries: A Review," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 1-34.
  39. Kulshreshtha, Mudit & Parikh, Jyoti K., 2000. "Modeling demand for coal in India: vector autoregressive models with cointegrated variables," Energy, Elsevier, vol. 25(2), pages 149-168.
  40. Ramanathan, R., 1999. "Short- and long-run elasticities of gasoline demand in India: An empirical analysis using cointegration techniques," Energy Economics, Elsevier, vol. 21(4), pages 321-330, August.
  41. Mahmud, Fakhre & Chishti, Salim, 1990. "The demand for energy in the large-scale manufacturing sector of Pakistan," Energy Economics, Elsevier, vol. 12(4), pages 251-254, October.
  42. Uri, Noel D., 1979. "Energy substitution in the UK, 1948-64," Energy Economics, Elsevier, vol. 1(4), pages 241-244, October.
  43. Dahl, Carol & Sterner, Thomas, 1991. "Analysing gasoline demand elasticities: a survey," Energy Economics, Elsevier, vol. 13(3), pages 203-210, July.
  44. Pandey, Rahul, 2002. "Energy policy modelling: agenda for developing countries," Energy Policy, Elsevier, vol. 30(2), pages 97-106, January.
  45. Lapillonne, B. & Chateau, B., 1981. "The medee models for long term energy demand forecasting," Socio-Economic Planning Sciences, Elsevier, vol. 15(2), pages 53-58.
  46. Narayan, Paresh Kumar & Smyth, Russell, 2005. "The residential demand for electricity in Australia: an application of the bounds testing approach to cointegration," Energy Policy, Elsevier, vol. 33(4), pages 467-474, March.
  47. Fatih Birol, 2007. "Energy Economics: A Place for Energy Poverty in the Agenda?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 1-6.
  48. Suganthi, L. & Williams, A., 2000. "Renewable energy in India -- a modelling study for 2020-2021," Energy Policy, Elsevier, vol. 28(15), pages 1095-1109, December.
  49. Suthep Buranakunaporn & Edward Oczkowski, 2007. "A dynamic econometric model of Thailand manufacturing energy demand," Applied Economics, Taylor & Francis Journals, vol. 39(17), pages 2261-2267.
  50. Beenstock, Michael & Goldin, Ephraim & Nabot, Dan, 1999. "The demand for electricity in Israel," Energy Economics, Elsevier, vol. 21(2), pages 168-183, April.
  51. Assimakopoulos, V., 1992. "Residential energy demand modelling in developing regions : The use of multivariate statistical techniques," Energy Economics, Elsevier, vol. 14(1), pages 57-63, January.
  52. Grover, R.B. & Chandra, Subhash, 2006. "Scenario for growth of electricity in India," Energy Policy, Elsevier, vol. 34(17), pages 2834-2847, November.
  53. Berndt, Ernst R & Wood, David O, 1975. "Technology, Prices, and the Derived Demand for Energy," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 259-68, August.
  54. Iniyan, S. & Suganthi, L. & Samuel, Anand A., 2006. "Energy models for commercial energy prediction and substitution of renewable energy sources," Energy Policy, Elsevier, vol. 34(17), pages 2640-2653, November.
  55. Urban, F. & Benders, R.M.J. & Moll, H.C., 2007. "Modelling energy systems for developing countries," Energy Policy, Elsevier, vol. 35(6), pages 3473-3482, June.
  56. Chongwoo Choe & Imad A Moosa, 1996. "Demand for Oil by Developing Countries," Working Papers 1996.09, School of Economics, La Trobe University.
  57. Urga, Giovanni & Walters, Chris, 2003. "Dynamic translog and linear logit models: a factor demand analysis of interfuel substitution in US industrial energy demand," Energy Economics, Elsevier, vol. 25(1), pages 1-21, January.
  58. Hainoun, A. & Seif-Eldin, M.K. & Almoustafa, S., 2006. "Analysis of the Syrian long-term energy and electricity demand projection using the end-use methodology," Energy Policy, Elsevier, vol. 34(14), pages 1958-1970, September.
  59. Ziramba, Emmanuel, 2008. "The demand for residential electricity in South Africa," Energy Policy, Elsevier, vol. 36(9), pages 3460-3466, September.
  60. Bentzen, Jan, 1994. "An empirical analysis of gasoline demand in Denmark using cointegration techniques," Energy Economics, Elsevier, vol. 16(2), pages 139-143, April.
  61. Dhakal, Shobhakar, 2003. "Implications of transportation policies on energy and environment in Kathmandu Valley, Nepal," Energy Policy, Elsevier, vol. 31(14), pages 1493-1507, November.
  62. Tanatvanit, Somporn & Limmeechokchai, Bundit & Chungpaibulpatana, Supachart, 2003. "Sustainable energy development strategies: implications of energy demand management and renewable energy in Thailand," Renewable and Sustainable Energy Reviews, Elsevier, vol. 7(5), pages 367-395, October.
  63. Ghosh, Sajal, 2006. "Future demand of petroleum products in India," Energy Policy, Elsevier, vol. 34(15), pages 2032-2037, October.
  64. Polemis, Michael L., 2006. "Empirical assessment of the determinants of road energy demand in Greece," Energy Economics, Elsevier, vol. 28(3), pages 385-403, May.
  65. Bose, Ranjan Kumar & Shukla, Megha, 1999. "Elasticities of electricity demand in India," Energy Policy, Elsevier, vol. 27(3), pages 137-146, March.
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