IDEAS home Printed from https://ideas.repec.org/a/erc/cypepr/v7y2013i1p63-86.html
   My bibliography  Save this article

ICT and Energy Use: Patterns of Substitutability and Complementarity in Production

Author

Listed:
  • Elena Ketteni

    (Economics Research Centre, University of Cyprus)

  • Theofanis Mamuneas

    (Economics Research Centre, University of Cyprus)

  • Panos Pashardes

    (Economics Research Centre, University of Cyprus)

Abstract

In this project we investigate the relationship between ICT capital, energy use and economic growth. We first formulate and estimate e production model which embodies rational expectations and dynamic optimization in the presence of efficiency gains and adjustment costs. We investigate the role of price increases, though price elasticities, and how technical efficiency levels affect inputs and especially energy. The results suggest that efficiency gains from energy improvements or new energy inputs are not offset by their adjustment costs. They have though lower efficiency when compared to the other inputs. The elasticities suggest that energy is complement with ICT and non-ICT capital, skilled and unskilled labor; and a substitute to material inputs.

Suggested Citation

  • Elena Ketteni & Theofanis Mamuneas & Panos Pashardes, 2013. "ICT and Energy Use: Patterns of Substitutability and Complementarity in Production," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 7(1), pages 63-86, June.
  • Handle: RePEc:erc:cypepr:v:7:y:2013:i:1:p:63-86
    as

    Download full text from publisher

    File URL: https://www.ucy.ac.cy/erc/documents/Ketteni_Mamuneas_Pashardes_63-86.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dale W. Jorgenson, 1984. "The Role of Energy in Productivity Growth," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 11-26.
    2. Susanto Basu & John G. Fernald & Nicholas Oulton & Sylaja Srinivasan, 2004. "The Case of the Missing Productivity Growth, or Does Information Technology Explain Why Productivity Accelerated in the United States but Not in the United Kingdom?," NBER Chapters, in: NBER Macroeconomics Annual 2003, Volume 18, pages 9-82, National Bureau of Economic Research, Inc.
    3. Ketteni, Elena & Mamuneas, Theofanis P. & Stengos, Thanasis, 2007. "Nonlinearities in economic growth: A semiparametric approach applied to information technology data," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 555-568, September.
    4. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    5. Ockwell, David G., 2008. "Energy and economic growth: Grounding our understanding in physical reality," Energy Policy, Elsevier, vol. 36(12), pages 4600-4604, December.
    6. James Bessen, 2002. "Technology Adoption Costs and Productivity Growth: The Transition to Information Technology," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 443-469, April.
    7. Berndt, Ernst R & Wood, David O, 1979. "Engineering and Econometric Interpretations of Energy-Capital Complementarity," American Economic Review, American Economic Association, vol. 69(3), pages 342-354, June.
    8. Louis Amato & Christie Amato, 2000. "The Impact of High Tech Production Techniques on Productivity and Profitability in Selected U.S. Manufacturing Industries," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 16(4), pages 327-342, June.
    9. Apostolakis, Bobby E., 1990. "Energy--capital substitutability/ complementarity : The dichotomy," Energy Economics, Elsevier, vol. 12(1), pages 48-58, January.
    10. Kevin J. Stiroh, 2002. "Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say?," American Economic Review, American Economic Association, vol. 92(5), pages 1559-1576, December.
    11. 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.
    12. Nicola Matteucci & Mary O'Mahony & Catherine Robinson & Thomas Zwick, 2005. "Productivity, Workplace Performance And Ict: Industry And Firm‐Level Evidence For Europe And The Us," Scottish Journal of Political Economy, Scottish Economic Society, vol. 52(3), pages 359-386, July.
    13. Jorgenson, Dale W. & Motohashi, Kazuyuki, 2005. "Information technology and the Japanese economy," Journal of the Japanese and International Economies, Elsevier, vol. 19(4), pages 460-481, December.
    14. Manuel Frondel & Christoph M. Schmidt, 2002. "The Capital-Energy Controversy: An Artifact of Cost Shares?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 53-79.
    15. Seung-Hoon Yoo, 2003. "Does information technology contribute to economic growth in developing countries? a cross-country analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 10(11), pages 679-682.
    16. Robert J. Gordon, 2000. "Does the "New Economy" Measure Up to the Great Inventions of the Past?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 49-74, Fall.
    17. Elena Ketteni, 2009. "Information technology and economic performance in U.S industries," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(3), pages 844-865, August.
    18. Berndt, Ernst R. & Morrison, Catherine J., 1995. "High-tech capital formation and economic performance in U.S. manufacturing industries An exploratory analysis," Journal of Econometrics, Elsevier, vol. 65(1), pages 9-43, January.
    19. Ernst Berndt & Charles Kolstad & Jong-Kun Lee, 1993. "Measuring the Energy Efficiency and Productivity Impacts of Embodied Technical Change," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 33-56.
    20. Susanto Basu & John G. Fernald & Nicholas Oulton & Sylaja Srinivasan, 2003. "The Case of the Missing Productivity Growth: Or, Does Information Technology Explain why Productivity Accelerated in the US but not the UK?," NBER Working Papers 10010, National Bureau of Economic Research, Inc.
    21. Stern, David I., 2010. "Energy quality," Ecological Economics, Elsevier, vol. 69(7), pages 1471-1478, May.
    22. Catherine Morrison, 1993. "Energy and Capital: Further Exploration of E-K Interactions and Economic Performance," The Energy Journal, , vol. 14(1), pages 217-243, January.
    23. Stern, David I., 2010. "The Role of Energy in Economic Growth," Working Papers 249380, Australian National University, Centre for Climate Economics & Policy.
    24. Berndt, Ernst R. & Hesse, Dieter M., 1986. "Measuring and assessing capacity utilization in the manufacturing sectors of nine oecd countries," European Economic Review, Elsevier, vol. 30(5), pages 961-989, October.
    25. Donald Siegel, 1997. "The Impact Of Computers On Manufacturing Productivity Growth: A Multiple-Indicators, Multiple-Causes Approach," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 68-78, February.
    26. Nadiri, M. Ishaq & Prucha, Ingmar R., 1990. "Dynamic factor demand models, productivity measurement, and rates of return: Theory and an empirical application to the US Bell System," Structural Change and Economic Dynamics, Elsevier, vol. 1(2), pages 263-289, December.
    27. Igal Hendel, 1999. "Estimating Multiple-Discrete Choice Models: An Application to Computerization Returns," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 423-446.
    28. Stephen D. Oliner & Daniel E. Sichel, 2000. "The resurgence of growth in the late 1990s: is information technology the story?," Proceedings, Federal Reserve Bank of San Francisco.
    29. Koetse, Mark J. & de Groot, Henri L.F. & Florax, Raymond J.G.M., 2008. "Capital-energy substitution and shifts in factor demand: A meta-analysis," Energy Economics, Elsevier, vol. 30(5), pages 2236-2251, September.
    30. David I. Stern, 2012. "Ecological Economics," Crawford School Research Papers 1203, Crawford School of Public Policy, The Australian National University.
    31. Sung-Bae Mun & M. Ishaq Nadiri, 2002. "Information Technology Externalities: Empirical Evidence from 42 U.S. Industries," NBER Working Papers 9272, National Bureau of Economic Research, Inc.
    32. Kevin J. Stiroh & Dale W. Jorgenson, 1999. "Information Technology and Growth," American Economic Review, American Economic Association, vol. 89(2), pages 109-115, May.
    33. Elena Ketteni, 2009. "Information technology and economic performance in U.S industries," Canadian Journal of Economics, Canadian Economics Association, vol. 42(3), pages 844-865, August.
    34. Mun, S-B. & Nadiri, M.I., 2002. "Information Technology Externalities: Empirical Evidence from 42 U.S. Industries," Working Papers 02-03, C.V. Starr Center for Applied Economics, New York University.
    35. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    36. Stern, David I., 1993. "Energy and economic growth in the USA : A multivariate approach," Energy Economics, Elsevier, vol. 15(2), pages 137-150, April.
    37. Yang, C. W. & Hwang, M. J. & Huang, B. N., 2002. "An analysis of factors affecting price volatility of the US oil market," Energy Economics, Elsevier, vol. 24(2), pages 107-119, March.
    38. Ruth A. Judson & Richard Schmalensee & Thomas M. Stoker, 1999. "Economic Development and the Structure of the Demand for Commercial Energy," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 29-57.
    39. Chien, Taichen & Hu, Jin-Li, 2008. "Renewable energy: An efficient mechanism to improve GDP," Energy Policy, Elsevier, vol. 36(8), pages 3035-3042, August.
    40. Kaufmann, Robert K., 1994. "The relation between marginal product and price in US energy markets : Implications for climate change policy," Energy Economics, Elsevier, vol. 16(2), pages 145-158, April.
    41. Chiou-Wei, Song Zan & Chen, Ching-Fu & Zhu, Zhen, 2008. "Economic growth and energy consumption revisited -- Evidence from linear and nonlinear Granger causality," Energy Economics, Elsevier, vol. 30(6), pages 3063-3076, November.
    42. Stiroh, Kevin J, 1998. "Computers, Productivity, and Input Substitution," Economic Inquiry, Western Economic Association International, vol. 36(2), pages 175-191, April.
    43. Kaufmann, Robert K., 1992. "A biophysical analysis of the energy/real GDP ratio: implications for substitution and technical change," Ecological Economics, Elsevier, vol. 6(1), pages 35-56, July.
    44. Jeffrey I. Bernstein & Theofanis P. Mamuneas & Panos Pashardes, 2004. "Technical Efficiency and U.S. Manufacturing Productivity Growth," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 402-412, February.
    45. Sanghoon Ahn, 1999. "Technology Upgrading with Learning Cost: A Solution for Two ‘Productivity Puzzles'," OECD Economics Department Working Papers 220, OECD Publishing.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Khayyat, Nabaz T. & Lee, Jongsu & Lee, Jeong-Dong, 2014. "How ICT Investment Influences Energy Demand in South Korea and Japan?," MPRA Paper 55454, University Library of Munich, Germany.
    2. Kais Saidi & Hassen Toumi & Saida Zaidi, 2017. "Impact of Information Communication Technology and Economic Growth on the Electricity Consumption: Empirical Evidence from 67 Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 789-803, September.
    3. Wu, Haitao & Hao, Yu & Ren, Siyu & Yang, Xiaodong & Xie, Guo, 2021. "Does internet development improve green total factor energy efficiency? Evidence from China," Energy Policy, Elsevier, vol. 153(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. David I. Stern, 2010. "The Role of Energy in Economic Growth," CCEP Working Papers 0310, Centre for Climate & Energy Policy, Crawford School of Public Policy, The Australian National University.
    2. Ketteni, Elena & Mamuneas, Theofanis & Stengos, Thanasis, 2011. "The Effect Of Information Technology And Human Capital On Economic Growth," Macroeconomic Dynamics, Cambridge University Press, vol. 15(5), pages 595-615, November.
    3. Khayyat, Nabaz T. & Lee, Jongsu & Lee, Jeong-Dong, 2014. "How ICT Investment Influences Energy Demand in South Korea and Japan?," MPRA Paper 55454, University Library of Munich, Germany.
    4. Elena Ketteni, 2009. "Information technology and economic performance in U.S industries," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(3), pages 844-865, August.
    5. Ketteni, Elena & Mamuneas, Theofanis P. & Stengos, Thanasis, 2007. "Nonlinearities in economic growth: A semiparametric approach applied to information technology data," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 555-568, September.
    6. Mirko Draca & Raffaella Sadun & John Van Reenen, 2006. "Productivity and ICT: A Review of the Evidence," CEP Discussion Papers dp0749, Centre for Economic Performance, LSE.
    7. Sang-Yong Tom Lee & Xiao Jia Guo, 2004. "Information and Communications Technology (ICT) and Spillover: A Panel Analysis," Econometric Society 2004 Far Eastern Meetings 722, Econometric Society.
    8. Shahbaz, Muhammad & Sbia, Rashid & HAMDI, Helmi & Ur Rehman, Ijaz, 2014. "The Role of Information Communication Technology and Economic Growth in Recent Electricity Demand: Fresh Evidence from Combine Cointegration Approach in UAE," MPRA Paper 53226, University Library of Munich, Germany, revised 25 Jan 2014.
    9. Gunnarsson, Gudmundur & Mellander, Erik & Savvidou, Eleni, 2004. "Human capital is the key to the IT productivity paradox," Working Paper Series 2004:13, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    10. Elena Ketteni & Constantina Kottaridi & Theofanis Mamuneas, 2015. "Information and communication technology and foreign direct investment: interactions and contributions to economic growth," Empirical Economics, Springer, vol. 48(4), pages 1525-1539, June.
    11. Fueki, Takuji & Kawamoto, Takuji, 2009. "Does information technology raise Japan's productivity?," Japan and the World Economy, Elsevier, vol. 21(4), pages 325-336, December.
    12. Federico Biagi, 2013. "ICT and Productivity: A Review of the Literature," JRC Working Papers on Digital Economy 2013-09, Joint Research Centre.
    13. Ayşen SİVRİKAYA & Mübariz HASANOV, 2019. "Time-Varying and Asymmetric Relationship between Energy Use and Macroeconomic Activity," Sosyoekonomi Journal, Sosyoekonomi Society.
    14. Kiley, Michael T., 2001. "Computers and growth with frictions: aggregate and disaggregate evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 55(1), pages 171-215, December.
    15. Francesco Venturini, 2009. "The long-run impact of ICT," Empirical Economics, Springer, vol. 37(3), pages 497-515, December.
    16. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    17. Santos, Carlos Filipe & Fuinhas, José Alberto & Marques, António Cardoso, 2014. "O nexus energia-crescimento e o nível da auto-suficiência na produção de petróleo: análise com macro painel [Energy-growth nexus and oil self-sufficiency: macro panel analysis]," MPRA Paper 57008, University Library of Munich, Germany.
    18. Liao, Hailin & Wang, Bin & Li, Baibing & Weyman-Jones, Tom, 2016. "ICT as a general-purpose technology: The productivity of ICT in the United States revisited," Information Economics and Policy, Elsevier, vol. 36(C), pages 10-25.
    19. Stern, David I. & Enflo, Kerstin, 2013. "Causality between energy and output in the long-run," Energy Economics, Elsevier, vol. 39(C), pages 135-146.
    20. Oulton, Nicholas, 2012. "Long term implications of the ICT revolution: Applying the lessons of growth theory and growth accounting," Economic Modelling, Elsevier, vol. 29(5), pages 1722-1736.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:erc:cypepr:v:7:y:2013:i:1:p:63-86. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Vasiliki Bozani (email available below). General contact details of provider: https://edirc.repec.org/data/erucycy.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.