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Exploring the links between total factor productivity, final-to-useful exergy efficiency, and economic growth: Case study Portugal 1960-2014

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  • Santos, João
  • Borges, Afonso
  • Domingos, Tiago

Abstract

Mainstream economic growth models downplay the role of energy, while attributing most of growth to an exogenous residual – total factor productivity (TFP). This makes them unsuitable to tackle the challenge of marrying sustainability and economic development targets. Meanwhile, research suggests that measuring energy at the stage where it’s actually productive (useful), and in exergy terms (in thermodynamics, the potential to do work), unlocks new insights concerning energy’s strong link with economic output. In this work we test for relationship linking TFP and final-to-useful (F-to-U) exergy efficiency, resorting to both observational and statistical methods (cointegration). Several models are considered, assessing the impact of: a) disaggregating capital inputs (i.e. buildings, stationary, non-stationary); b) quality-adjusting labour; c) disaggregating F-to-U exergy efficiency (stationary and non-stationary end-uses). Results for Portugal (1960-2014) show that TFP can be proxied by changes in F-to-U exergy efficiency, namely for stationary end-uses. This link is strengthened when disaggregate capital, and schooling-corrected labour measures are considered. When TFP is estimated as a function of F-to-U exergy efficiency, virtually all of long-term economic growth is explained by directly measurable capital, labour, and exergy efficiency in production. Resulting models provide satisfactory explanations of economic growth, founded on energy use and efficiency.

Suggested Citation

  • Santos, João & Borges, Afonso & Domingos, Tiago, 2020. "Exploring the links between total factor productivity, final-to-useful exergy efficiency, and economic growth: Case study Portugal 1960-2014," MPRA Paper 100214, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:100214
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    as
    1. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    4. Serrenho, André Cabrera & Sousa, Tânia & Warr, Benjamin & Ayres, Robert U. & Domingos, Tiago, 2014. "Decomposition of useful work intensity: The EU (European Union)-15 countries from 1960 to 2009," Energy, Elsevier, vol. 76(C), pages 704-715.
    5. 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.
    6. Sousa, Tânia & Brockway, Paul E. & Cullen, Jonathan M. & Henriques, Sofia Teives & Miller, Jack & Serrenho, André Cabrera & Domingos, Tiago, 2017. "The Need for Robust, Consistent Methods in Societal Exergy Accounting," Ecological Economics, Elsevier, vol. 141(C), pages 11-21.
    7. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    8. 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.
    9. Cleveland, Cutler J. & Kaufmann, Robert K. & Stern, David I., 2000. "Aggregation and the role of energy in the economy," Ecological Economics, Elsevier, vol. 32(2), pages 301-317, February.
    10. 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.
    11. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    12. Lütkepohl,Helmut & Krätzig,Markus (ed.), 2004. "Applied Time Series Econometrics," Cambridge Books, Cambridge University Press, number 9780521547871.
    13. Warr, Benjamin & Ayres, Robert, 2006. "REXS: A forecasting model for assessing the impact of natural resource consumption and technological change on economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 17(3), pages 329-378, September.
    14. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    15. Warr, B.S. & Ayres, R.U., 2010. "Evidence of causality between the quantity and quality of energy consumption and economic growth," Energy, Elsevier, vol. 35(4), pages 1688-1693.
    16. Serrenho, André Cabrera & Warr, Benjamin & Sousa, Tânia & Ayres, Robert U. & Domingos, Tiago, 2016. "Structure and dynamics of useful work along the agriculture-industry-services transition: Portugal from 1856 to 2009," Structural Change and Economic Dynamics, Elsevier, vol. 36(C), pages 1-21.
    17. Ayres, Robert U, 2001. "The minimum complexity of endogenous growth models:," Energy, Elsevier, vol. 26(9), pages 817-838.
    18. Saunders, Harry D., 2008. "Fuel conserving (and using) production functions," Energy Economics, Elsevier, vol. 30(5), pages 2184-2235, September.
    19. 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.
    20. van den Bergh, Jeroen C. J. M. & Nijkamp, Peter, 1994. "Dynamic macro modelling and materials balance : Economic-environmental integration for sustainable development," Economic Modelling, Elsevier, vol. 11(3), pages 283-307, July.
    21. Santos, João & Domingos, Tiago & Sousa, Tânia & St. Aubyn, Miguel, 2018. "Useful Exergy Is Key in Obtaining Plausible Aggregate Production Functions and Recognizing the Role of Energy in Economic Growth: Portugal 1960–2009," Ecological Economics, Elsevier, vol. 148(C), pages 103-120.
    22. Bart van Ark, 2014. "Total factor productivity : Lessons from the past and directions for the future," Working Paper Research 271, National Bank of Belgium.
    23. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    24. Nicholas Oulton & Gavin Wallis, 2015. "Integrated Estimates of Capital Stocks and Services for the United Kingdom: 1950-2013," CEP Discussion Papers dp1342, Centre for Economic Performance, LSE.
    25. Heun, Matthew Kuperus & Brockway, Paul E., 2019. "Meeting 2030 primary energy and economic growth goals: Mission impossible?," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    26. Lindenberger, Dietmar & Kümmel, Reiner, 2011. "Energy and the state of nations," Energy, Elsevier, vol. 36(10), pages 6010-6018.
    27. R. C. D'Arge & K. C. Kogiku, 1973. "Economic Growth and the Environment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 40(1), pages 61-77.
    28. Stern, David I., 1997. "Limits to substitution and irreversibility in production and consumption: A neoclassical interpretation of ecological economics," Ecological Economics, Elsevier, vol. 21(3), pages 197-215, June.
    29. Lindenberger, Dietmar & Kuemmel, Rainer, 2011. "Energy and the State of Nations," EWI Working Papers 2011-11, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    30. R. Stresing & D. Lindenberger & R. Kümmel, 2008. "Cointegration of output, capital, labor, and energy," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 66(2), pages 279-287, November.
    31. Moses Abramovitz, 1956. "Resource and Output Trends in the United States since 1870," NBER Books, National Bureau of Economic Research, Inc, number abra56-1, July.
    32. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    33. Charles R. Hulten, 2001. "Total Factor Productivity: A Short Biography," NBER Chapters, in: New Developments in Productivity Analysis, pages 1-54, National Bureau of Economic Research, Inc.
    34. Moses Abramovitz, 1956. "Resource and Output Trends in the United States since 1870," NBER Chapters, in: Resource and Output Trends in the United States since 1870, pages 1-23, National Bureau of Economic Research, Inc.
    35. Lütkepohl,Helmut & Krätzig,Markus (ed.), 2004. "Applied Time Series Econometrics," Cambridge Books, Cambridge University Press, number 9780521839198.
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    More about this item

    Keywords

    economic growth; total factor productivity; energy efficiency; useful exergy; aggregate production function; cointegration analysis;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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