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The energy efficiency paradox revisited through a partial observability approach

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  • Kounetas, Kostas
  • Tsekouras, Kostas

Abstract

The present paper examines the energy efficiency paradox demonstrated in Greek manufacturing firms through a partial observability approach. The data set used has resulted from a survey carried out among 161 energy-saving technology firm adopters. Maximum likelihood estimates that arise from an incidental truncation model reveal that the adoption of the energy-saving technologies is indeed strongly correlated to the returns of assets that are required in order to undertake the corresponding investments. The source of the energy efficiency paradox lies within a wide range of factors. Policy schemes that aim to increase the adoption rate of energy-saving technologies within the field of manufacturing are significantly affected by differences in the size of firms. Finally, mixed policies seem to be more effective than policies that are only capital subsidy or regulation oriented.

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  • Kounetas, Kostas & Tsekouras, Kostas, 2008. "The energy efficiency paradox revisited through a partial observability approach," Energy Economics, Elsevier, vol. 30(5), pages 2517-2536, September.
  • Handle: RePEc:eee:eneeco:v:30:y:2008:i:5:p:2517-2536
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    1. Ghemawat, Pankaj & Caves, Richard E, 1986. "Capital Commitment and Profitability: An Empirical Investigation," Oxford Economic Papers, Oxford University Press, vol. 38(0), pages 94-110, Suppl. No.
    2. de Groot, Henri L. F. & Verhoef, Erik T. & Nijkamp, Peter, 2001. "Energy saving by firms: decision-making, barriers and policies," Energy Economics, Elsevier, vol. 23(6), pages 717-740, November.
    3. Simon Feeny & Mark Harris & Mark Rogers, 2005. "A dynamic panel analysis of the profitability of Australian tax entities," Empirical Economics, Springer, vol. 30(1), pages 209-233, January.
    4. Pindyck, Robert S., 2000. "Irreversibilities and the timing of environmental policy," Resource and Energy Economics, Elsevier, vol. 22(3), pages 233-259, July.
    5. Pindyck, Robert S., 2002. "Optimal timing problems in environmental economics," Journal of Economic Dynamics and Control, Elsevier, vol. 26(9-10), pages 1677-1697, August.
    6. Ana Faria & Paul Fenn & Alistair Bruce, 2002. "Determinants of adoption of flexible production technologies: Evidence from portuguese manufacturing industry," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(6), pages 569-580.
    7. Erik Verhoef & Peter Nijkamp, 1997. "The Adoption of Energy Efficiency Enhancing Technologies," Tinbergen Institute Discussion Papers 97-077/3, Tinbergen Institute.
    8. Bloom, David E. & Killingsworth, Mark R., 1985. "Correcting for truncation bias caused by a latent truncation variable," Journal of Econometrics, Elsevier, vol. 27(1), pages 131-135, January.
    9. Verhoef, Erik T. & Nijkamp, Peter, 2003. "The adoption of energy-efficiency enhancing technologies.: Market performance and policy strategies in case of heterogeneous firms," Economic Modelling, Elsevier, vol. 20(4), pages 839-871, July.
    10. Slade, Margaret E., 2004. "Competing models of firm profitability," International Journal of Industrial Organization, Elsevier, vol. 22(3), pages 289-308, March.
    11. Watts, Ross L. & Zimmerman, Jerold L., 1980. "On the irrelevance of replacement cost disclosures for security prices," Journal of Accounting and Economics, Elsevier, vol. 2(2), pages 95-106, August.
    12. Slater, Stanley F. & Olson, Eric M., 2002. "A fresh look at industry and market analysis," Business Horizons, Elsevier, vol. 45(1), pages 15-22.
    13. Jacobson, Robert, 1987. "The Validity of ROI as a Measure of Business Performance," American Economic Review, American Economic Association, vol. 77(3), pages 470-478, June.
    14. Nancy L. Rose & Paul L. Joskow, 1990. "The Diffusion of New Technologies: Evidence from the Electric Utility Industry," RAND Journal of Economics, The RAND Corporation, vol. 21(3), pages 354-373, Autumn.
    15. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    16. Dunne, Paul & Hughes, Alan, 1994. "Age, Size, Growth and Survival: UK Companies in the 1980s," Journal of Industrial Economics, Wiley Blackwell, vol. 42(2), pages 115-140, June.
    17. Shama, Avraham, 1983. "Energy conservation in US buildings : Solving the high potential/low adoption paradox from a behavioural perspective," Energy Policy, Elsevier, vol. 11(2), pages 148-167, June.
    18. Stoneman, Paul L & David, Paul A, 1986. "Adoption Subsidies vs Information Provision as Instruments of Technology Policy," Economic Journal, Royal Economic Society, vol. 96(380a), pages 142-150, Supplemen.
    19. Jaffe, Adam B. & Stavins, Robert N., 1994. "The energy paradox and the diffusion of conservation technology," Resource and Energy Economics, Elsevier, vol. 16(2), pages 91-122, May.
    20. Blackman, Allen & Bannister, Geoffrey J., 1998. "Community Pressure and Clean Technology in the Informal Sector: An Econometric Analysis of the Adoption of Propane by Traditional Mexican Brickmakers," Journal of Environmental Economics and Management, Elsevier, vol. 35(1), pages 1-21, January.
    21. Hirschey, Mark, 1985. "Market Structure and Market Value," The Journal of Business, University of Chicago Press, vol. 58(1), pages 89-98, January.
    22. McFarland, Henry B, 1988. "Evaluating q as an Alternative to the Rate of Return in Measuring Profitability," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 614-622, November.
    23. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    24. Jan Velthuijsen, 1993. "Incentives for investment in energy efficiency: an econometric evaluation and policy implications," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 3(2), pages 153-169, April.
    25. Stephen J. Decanio & William E. Watkins, 1998. "Investment In Energy Efficiency: Do The Characteristics Of Firms Matter?," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 95-107, February.
    26. de Almeida, Edmar Luiz Fagundes, 1998. "Energy efficiency and the limits of market forces: The example of the electric motor market in France," Energy Policy, Elsevier, vol. 26(8), pages 643-653, July.
    27. Acs, Zoltan J & Audretsch, David B, 1988. "Innovation in Large and Small Firms: An Empirical Analysis," American Economic Review, American Economic Association, vol. 78(4), pages 678-690, September.
    28. Pizer, William & Kopp, Raymond & Morgenstern, Richard & Harrington, Winston & Shih, Jhih-Shyang, 2002. "Technology Adoption and Aggregate Energy Efficiency," RFF Working Paper Series dp-02-52, Resources for the Future.
    29. Ronald J. Sutherland, 1991. "Market Barriers to Energy-Efficiency Investments," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 15-34.
    30. Weiss, Allen M, 1994. "The Effects of Expectations on Technology Adoption: Some Empirical Evidence," Journal of Industrial Economics, Wiley Blackwell, vol. 42(4), pages 341-360, December.
    31. Timothy H. Hannan & John M. McDowell, 1984. "The Determinants of Technology Adoption: The Case of the Banking Firm," RAND Journal of Economics, The RAND Corporation, vol. 15(3), pages 328-335, Autumn.
    32. Khanna, Madhu & Zilberman, David, 2001. "Adoption of energy efficient technologies and carbon abatement: the electricity generating sector in India," Energy Economics, Elsevier, vol. 23(6), pages 637-658, November.
    33. Michael A. Hitt & R. Duane Ireland & S. Michael Camp & Donald L. Sexton, 2001. "Strategic entrepreneurship: entrepreneurial strategies for wealth creation," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 479-491, June.
    34. Sanstad, Alan H. & Howarth, Richard B., 1994. "`Normal' markets, market imperfections and energy efficiency," Energy Policy, Elsevier, vol. 22(10), pages 811-818, October.
    35. Jung, Chulho & Krutilla, Kerry & Boyd, Roy, 1996. "Incentives for Advanced Pollution Abatement Technology at the Industry Level: An Evaluation of Policy Alternatives," Journal of Environmental Economics and Management, Elsevier, vol. 30(1), pages 95-111, January.
    36. Pargal, Sheoli & Wheeler, David, 1996. "Informal Regulation of Industrial Pollution in Developing Countries: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1314-1327, December.
    37. DeCanio, Stephen J, 1998. "The efficiency paradox: bureaucratic and organizational barriers to profitable energy-saving investments," Energy Policy, Elsevier, vol. 26(5), pages 441-454, April.
    38. David B. Audretsch, 1995. "Innovation and Industry Evolution," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011468, December.
    39. Fisher, Franklin M & McGowan, John J, 1983. "On the Misuse of Accounting Rates of Return to Infer Monopoly Profits," American Economic Review, American Economic Association, vol. 73(1), pages 82-97, March.
    40. Schwert, G William, 1981. "Using Financial Data to Measure Effects of Regulation," Journal of Law and Economics, University of Chicago Press, vol. 24(1), pages 121-158, April.
    41. Hirschey, Mark, 1986. "Mergers, Buyouts and Fakeouts," American Economic Review, American Economic Association, vol. 76(2), pages 317-322, May.
    42. Riccardo Lucchetti & Alessandro Sterlacchini, 2004. "The Adoption of ICT among SMEs: Evidence from an Italian Survey," Small Business Economics, Springer, vol. 23(2), pages 151-168, September.
    43. Zoltan Acs & David Audretsch, 1990. "Innovation and Small Firms," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011131, December.
    44. Daan van Soest & Erwin Bulte, 2001. "Does the Energy-Efficiency Paradox Exist? Technological Progress and Uncertainty," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 18(1), pages 101-112, January.
    45. Takehiko Yasuda, 2005. "Firm Growth, Size, Age and Behavior in Japanese Manufacturing," Small Business Economics, Springer, vol. 24(1), pages 1-15, December.
    46. Teece, David J, 1981. "Internal Organization and Economic Performance: An Empirical Analysis of the Profitability of Principal Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 30(2), pages 173-199, December.
    47. Richard B. Howarth & Alan H. Sanstad, 1995. "Discount Rates And Energy Efficiency," Contemporary Economic Policy, Western Economic Association International, vol. 13(3), pages 101-109, July.
    48. DeCanio, Stephen J., 1993. "Barriers within firms to energy-efficient investments," Energy Policy, Elsevier, vol. 21(9), pages 906-914, September.
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