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An overview of salient factors, relationships and values to support integrated energy-economic systems dynamic modelling

Author

Listed:
  • Martin de Wit

    (School of Public Leadership, University of Stellenbosch)

  • Matthew Kuperus Heun

    (Engineering Department, Calvin College)

  • Douglas J Crookes

    (Independent Researcher)

Abstract

Integrated energy-economic modeling is needed to support the development of energy and carbon policies. We propose that a systems dynamic modeling approach is needed; one that includes (a) dynamics (b) endogenous treatment of uncertainty and risks, and (c) both aggregate economic and disaggregate technical or engineering levels of analysis. To support the future development of integrated energy-economic models we review and organise the literature on energy-economy interactions into subsections covering (a) the key factors or components, (b) the relationships among these components, (c) a quantification of parameters and (d) implications for the development of an integrated energy-economic systems dynamic model. The literature is organized in discussions on economic growth and the factors of production, elasticities, macro- and technical substitutability, energy cost shares, heat engine efficiencies and energy services efficiencies. We observe non-linear relationships in production and consumption, large variations among price and income elasticity values across time frames, across countries and regions, and across energy goods, far from perfect substitution among factors of production and among energy goods on a macro level, technical/engineering limits to substitution on a micro level, as well as engineering and behavioural limits on what can be achieved with increased efficiencies. We therefore support the call to develop integrated energy-economic systems dynamic models that are able to provide new insight into the nature of energy-economic transitions

Suggested Citation

  • Martin de Wit & Matthew Kuperus Heun & Douglas J Crookes, 2013. "An overview of salient factors, relationships and values to support integrated energy-economic systems dynamic modelling," Working Papers 02/2013, Stellenbosch University, Department of Economics.
  • Handle: RePEc:sza:wpaper:wpapers178
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    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. David I. Stern and Astrid Kander, 2012. "The Role of Energy in the Industrial Revolution and Modern Economic Growth," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    3. Avinash Dixit & Peter Hammond & Michael Hoel, 1980. "On Hartwick's Rule for Regular Maximin Paths of Capital Accumulation and Resource Depletion," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(3), pages 551-556.
    4. Avi J. Cohen, 2003. "Retrospectives: Whatever Happened to the Cambridge Capital Theory Controversies?," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 199-214, Winter.
    5. Solow, Robert M., 1997. "Georgescu-Roegen versus Solow-Stiglitz," Ecological Economics, Elsevier, vol. 22(3), pages 267-268, September.
    6. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    7. Kemfert, Claudia, 1998. "Estimated substitution elasticities of a nested CES production function approach for Germany," Energy Economics, Elsevier, vol. 20(3), pages 249-264, June.
    8. Delucchi, Mark A. & Jacobson, Mark Z., 2011. "Providing all global energy with wind, water, and solar power, Part II: Reliability, system and transmission costs, and policies," Energy Policy, Elsevier, vol. 39(3), pages 1170-1190, March.
    9. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    10. Xepapadeas, Anastasios, 2005. "Economic growth and the environment," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 3, chapter 23, pages 1219-1271, Elsevier.
    11. Schipper, Lee & Grubb, Michael, 2000. "On the rebound? Feedback between energy intensities and energy uses in IEA countries," Energy Policy, Elsevier, vol. 28(6-7), pages 367-388, June.
    12. Galor, Oded, 2006. "The Demographic Transition," MPRA Paper 76646, University Library of Munich, Germany.
    13. Jones Charles I., 2001. "Was an Industrial Revolution Inevitable? Economic Growth Over the Very Long Run," The B.E. Journal of Macroeconomics, De Gruyter, vol. 1(2), pages 1-45, August.
    14. Lindenberger, Dietmar & Kuemmel, Rainer, 2011. "Energy and the State of Nations," EWI Working Papers 2011-11, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    15. Brandt, Adam R., 2010. "Review of mathematical models of future oil supply: Historical overview and synthesizing critique," Energy, Elsevier, vol. 35(9), pages 3958-3974.
    16. Dahl, Carol A., 2012. "Measuring global gasoline and diesel price and income elasticities," Energy Policy, Elsevier, vol. 41(C), pages 2-13.
    17. Thomas B. Johansson & Nebojsa Nakicenovic, 2012. "The Global Energy Assessment," Review of Environment, Energy and Economics - Re3, Fondazione Eni Enrico Mattei, October.
    18. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    19. Manne, Alan & Mendelsohn, Robert & Richels, Richard, 1995. "MERGE : A model for evaluating regional and global effects of GHG reduction policies," Energy Policy, Elsevier, vol. 23(1), pages 17-34, January.
    20. Vouvaki, Dimitra & XEPAPADEAS, Anastasios, 2008. "Total Factor Productivity Growth when Factors of Production Generate Environmental Externalities," MPRA Paper 10237, University Library of Munich, Germany.
    21. Joseph E. Stiglitz, 1974. "Growth with Exhaustible Natural Resources: The Competitive Economy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 41(5), pages 139-152.
    22. David I. Stern, 2012. "Interfuel Substitution: A Meta‐Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 26(2), pages 307-331, April.
    23. Warr, Benjamin & Ayres, Robert & Eisenmenger, Nina & Krausmann, Fridolin & Schandl, Heinz, 2010. "Energy use and economic development: A comparative analysis of useful work supply in Austria, Japan, the United Kingdom and the US during 100Â years of economic growth," Ecological Economics, Elsevier, vol. 69(10), pages 1904-1917, August.
    24. Sjak Smulders, 1995. "Entropy, environment, and endogenous economic growth," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 2(2), pages 319-340, August.
    25. Daly, Herman E., 1997. "Georgescu-Roegen versus Solow/Stiglitz," Ecological Economics, Elsevier, vol. 22(3), pages 261-266, September.
    26. Stern, David I., 2010. "The Role of Energy in Economic Growth," Working Papers 249380, Australian National University, Centre for Climate Economics & Policy.
    27. S K Mishra, 2010. "A Brief History of Production Functions," The IUP Journal of Managerial Economics, IUP Publications, vol. 0(4), pages 6-34, November.
    28. Sorrell, Steve, 2009. "Jevons' Paradox revisited: The evidence for backfire from improved energy efficiency," Energy Policy, Elsevier, vol. 37(4), pages 1456-1469, April.
    29. Warr, Benjamin & Ayres, Robert U., 2012. "Useful work and information as drivers of economic growth," Ecological Economics, Elsevier, vol. 73(C), pages 93-102.
    30. Benes, Jaromir & Chauvet, Marcelle & Kamenik, Ondra & Kumhof, Michael & Laxton, Douglas & Mursula, Susanna & Selody, Jack, 2015. "The future of oil: Geology versus technology," International Journal of Forecasting, Elsevier, vol. 31(1), pages 207-221.
    31. Mr. Noureddine Krichene, 2005. "A Simultaneous Equations Model for World Crude Oil and Natural Gas Markets," IMF Working Papers 2005/032, International Monetary Fund.
    32. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    33. Robert M. Solow, 1974. "The Economics of Resources or the Resources of Economics," Palgrave Macmillan Books, in: Chennat Gopalakrishnan (ed.), Classic Papers in Natural Resource Economics, chapter 12, pages 257-276, Palgrave Macmillan.
    34. Thompson, Henry, 2016. "A physical production function for the US economy," Energy Economics, Elsevier, vol. 56(C), pages 185-189.
    35. Bretschger, Lucas, 2005. "Economics of technological change and the natural environment: How effective are innovations as a remedy for resource scarcity?," Ecological Economics, Elsevier, vol. 54(2-3), pages 148-163, August.
    36. Koesler, Simon & Schymura, Michael, 2012. "Substitution elasticities in a CES production framework: An empirical analysis on the basis of non-linear least squares estimations," ZEW Discussion Papers 12-007, ZEW - Leibniz Centre for European Economic Research.
    37. Ayres, Robert U. & Warr, Benjamin, 2005. "Accounting for growth: the role of physical work," Structural Change and Economic Dynamics, Elsevier, vol. 16(2), pages 181-209, June.
    38. Tverberg, Gail E., 2012. "Oil supply limits and the continuing financial crisis," Energy, Elsevier, vol. 37(1), pages 27-34.
    39. Balistreri, Edward J. & McDaniel, Christine A. & Wong, Eina Vivian, 2003. "An estimation of US industry-level capital-labor substitution elasticities: support for Cobb-Douglas," The North American Journal of Economics and Finance, Elsevier, vol. 14(3), pages 343-356, December.
    40. 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.
    41. Gerlagh, Reyer & van der Zwaan, Bob, 2003. "Gross world product and consumption in a global warming model with endogenous technological change," Resource and Energy Economics, Elsevier, vol. 25(1), pages 35-57, February.
    42. Azusa OKAGAWA & Kanemi BAN, 2008. "Estimation of substitution elasticities for CGE models," Discussion Papers in Economics and Business 08-16, Osaka University, Graduate School of Economics.
    43. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    44. Hartwick, John M, 1977. "Intergenerational Equity and the Investing of Rents from Exhaustible Resources," American Economic Review, American Economic Association, vol. 67(5), pages 972-974, December.
    45. Ayres, Robert U. & van den Bergh, Jeroen C.J.M., 2005. "A theory of economic growth with material/energy resources and dematerialization: Interaction of three growth mechanisms," Ecological Economics, Elsevier, vol. 55(1), pages 96-118, October.
    46. Global Energy Assessment Writing Team,, 2012. "Global Energy Assessment," Cambridge Books, Cambridge University Press, number 9781107005198, September.
    47. Joan Robinson, 1953. "The Production Function and the Theory of Capital," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 21(2), pages 81-106.
    48. Ramcharran, Harri, 2002. "Oil production responses to price changes: an empirical application of the competitive model to OPEC and non-OPEC countries," Energy Economics, Elsevier, vol. 24(2), pages 97-106, March.
    49. Edenhofer, Ottmar & Bauer, Nico & Kriegler, Elmar, 2005. "The impact of technological change on climate protection and welfare: Insights from the model MIND," Ecological Economics, Elsevier, vol. 54(2-3), pages 277-292, August.
    50. Fouquet, Roger, 2010. "The slow search for solutions: Lessons from historical energy transitions by sector and service," Energy Policy, Elsevier, vol. 38(11), pages 6586-6596, November.
    51. Vouvaki, Dimitra & XEPAPADEAS, Anastasios, 2008. "Total Factor Productivity Growth when Factors of Production Generate Environmental Externalities," MPRA Paper 10237, University Library of Munich, Germany.
    52. Mr. Michael Kumhof & Mr. Dirk V Muir, 2012. "Oil and the World Economy: Some Possible Futures," IMF Working Papers 2012/256, International Monetary Fund.
    53. Jacobson, Mark Z. & Delucchi, Mark A., 2011. "Providing all global energy with wind, water, and solar power, Part I: Technologies, energy resources, quantities and areas of infrastructure, and materials," Energy Policy, Elsevier, vol. 39(3), pages 1154-1169, March.
    54. Suleiman, Sa’ad & Muhammad, Shahbaz, 2012. "Price and Income Elasticities of Demand for Oil Products in African Member Countries of OPEC: A Cointegration Analysis," MPRA Paper 37390, University Library of Munich, Germany, revised 28 Feb 2012.
    55. Edward J. Balistreri & Christine A. McDaniel & Eina Vivian Wong, 2003. "An Estimation of U.S. Industry-Level Capital-Labor Substitution," Computational Economics 0303001, University Library of Munich, Germany.
    56. Anwar Shaikh, 2005. "Nonlinear Dynamics and Pseudo-Production Functions," Eastern Economic Journal, Eastern Economic Association, vol. 31(3), pages 447-466, Summer.
    57. van der Werf, Edwin, 2008. "Production functions for climate policy modeling: An empirical analysis," Energy Economics, Elsevier, vol. 30(6), pages 2964-2979, November.
    58. Lindenberger, Dietmar & Kümmel, Reiner, 2011. "Energy and the state of nations," Energy, Elsevier, vol. 36(10), pages 6010-6018.
    59. Global Energy Assessment Writing Team,, 2012. "Global Energy Assessment," Cambridge Books, Cambridge University Press, number 9780521182935, September.
    60. Goulder, Lawrence H. & Schneider, Stephen H., 1999. "Induced technological change and the attractiveness of CO2 abatement policies," Resource and Energy Economics, Elsevier, vol. 21(3-4), pages 211-253, August.
    61. Berkhout, Peter H. G. & Muskens, Jos C. & W. Velthuijsen, Jan, 2000. "Defining the rebound effect," Energy Policy, Elsevier, vol. 28(6-7), pages 425-432, June.
    62. John C.B. Cooper, 2003. "Price elasticity of demand for crude oil: estimates for 23 countries," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 27(1), pages 1-8, March.
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    More about this item

    Keywords

    energy-economic modeling; system dynamics; elasticities; economic substitution; technical substitution; energy efficiency; energy cost share; heat engine efficiency;
    All these keywords.

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • Q47 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy Forecasting

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