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Factors Determining the Adoption of Energy-Saving Technologies in Swiss Firms: An Analysis Based on Micro Data

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  • Spyros Arvanitis
  • Marius Ley

Abstract

This study investigates the factors that determine firms’ decisions to adopt energysaving technologies. We distinguish between the decisions of whether or not to use a technology (“inter-firm diffusion”), and of how intensely to use a technology (“intra-firm diffusion”). The empirical model used accommodates several effects that have been postulated in the theoretical diffusion literature: firm and industry heterogeneity, strategic considerations and external effects. Data for 2,324 Swiss firms for the year 2008 is used, with separate information for four categories of energy-saving technology applications (electromechanical and electronic, motor vehicles and traffic engineering, construction, power-generating processes). The results reveal significant differences with respect to firm characteristics and adoption barriers between inter-firm and intrafirm diffusion. In practically all cases, positive net external effects of adoption can be found. Inducement effects, particularly those traced back to intrinsic motivations for environment-friendly technologies, show clearly positive effects on adoption behavior. Copyright Springer Science+Business Media B.V. 2013

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  • Spyros Arvanitis & Marius Ley, 2013. "Factors Determining the Adoption of Energy-Saving Technologies in Swiss Firms: An Analysis Based on Micro Data," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(3), pages 389-417, March.
    • Handle: RePEc:kap:enreec:v:54:y:2013:i:3:p:389-417
    DOI: 10.1007/s10640-012-9599-6
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    1. Giuliana Battisti & Heinz Hollenstein & Paul Stoneman & Martin Woerter, 2007. "Inter And Intra Firm Diffusion Of Ict In The United Kingdom (Uk) And Switzerland (Ch) An Internationally Comparative Study Based On Firm-Level Data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(8), pages 669-687.
    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. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    4. Hollenstein, Heinz & Woerter, Martin, 2008. "Inter- and intra-firm diffusion of technology: The example of E-commerce: An analysis based on Swiss firm-level data," Research Policy, Elsevier, vol. 37(3), pages 545-564, April.
    5. Popp, David & Newell, Richard G. & Jaffe, Adam B., 2010. "Energy, the Environment, and Technological Change," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 873-937, Elsevier.
    6. Joshua Linn, 2008. "Energy Prices and the Adoption of Energy-Saving Technology," Economic Journal, Royal Economic Society, vol. 118(533), pages 1986-2012, November.
    7. Battisti, Giuliana & Canepa, Alessandra & Stoneman, Paul, 2009. "e-Business usage across and within firms in the UK: profitability, externalities and policy," Research Policy, Elsevier, vol. 38(1), pages 133-143, February.
    8. Jayati Sarkar, 1998. "Technological Diffusion: Alternative Theories and Historical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 12(2), pages 131-176, April.
    9. Ruby Roy Dholakia & Nir Kshetri, 2004. "Factors Impacting the Adoption of the Internet among SMEs," Small Business Economics, Springer, vol. 23(4), pages 311-322, November.
    10. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    11. Jennifer F. Reinganum, 1981. "Market Structure and the Diffusion of New Technology," Bell Journal of Economics, The RAND Corporation, vol. 12(2), pages 618-624, Autumn.
    12. Drew Fudenberg & Jean Tirole, 1985. "Preemption and Rent Equalization in the Adoption of New Technology," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(3), pages 383-401.
    13. Massoud Karshenas & Paul L. Stoneman, 1993. "Rank, Stock, Order, and Epidemic Effects in the Diffusion of New Process Technologies: An Empirical Model," RAND Journal of Economics, The RAND Corporation, vol. 24(4), pages 503-528, Winter.
    14. A. Canepa & P. Stoneman, 2004. "Comparative international diffusion: Patterns, determinants and policies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(3), pages 279-298.
    15. Paul Stoneman & Otto Toivanen, 1997. "The Diffusion Of Multiple Technologies: An Empirical Study," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(1), pages 1-17.
    16. Sarkar, Jayati, 1998. "Technological Diffusion: Alternative Theories and Historical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 12(2), pages 131-176, April.
    17. Hollenstein, Heinz, 2004. "Determinants of the adoption of Information and Communication Technologies (ICT): An empirical analysis based on firm-level data for the Swiss business sector," Structural Change and Economic Dynamics, Elsevier, vol. 15(3), pages 315-342, September.
    18. 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.
    19. Binswanger, Hans P, 1974. "A Microeconomic Approach to Induced Innovation," Economic Journal, Royal Economic Society, vol. 84(336), pages 940-958, December.
    20. 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.
    21. Battisti, Giuliana & Stoneman, Paul, 2005. "The intra-firm diffusion of new process technologies," International Journal of Industrial Organization, Elsevier, vol. 23(1-2), pages 1-22, February.
    22. Baldwin, John & Lin, Zhengxi, 2002. "Impediments to advanced technology adoption for Canadian manufacturers," Research Policy, Elsevier, vol. 31(1), pages 1-18, January.
    23. Bertschek, Irene & Fryges, Helmut, 2002. "The Adoption of Business-to-Business E-Commerce: Empirical Evidence for German Companies," ZEW Discussion Papers 02-05, ZEW - Leibniz Centre for European Economic Research.
    24. Fuentelsaz, Lucio & Gomez, Jaime & Polo, Yolanda, 2003. "Intrafirm diffusion of new technologies: an empirical application," Research Policy, Elsevier, vol. 32(4), pages 533-551, April.
    25. Kamien, Morton I & Schwartz, Nancy L, 1970. "Market Structure, Elasticity of Demand and Incentive to Invent," Journal of Law and Economics, University of Chicago Press, vol. 13(1), pages 241-252, April.
    26. Ireland, N & Stoneman, P, 1986. "Technological Diffusion, Expectations and Welfare," Oxford Economic Papers, Oxford University Press, vol. 38(2), pages 283-304, July.
    27. 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.
    28. Davies, Stephen W., 1979. "Inter-firm diffusion of process innovations," European Economic Review, Elsevier, vol. 12(4), pages 299-317, October.
    29. Colombo, Massimo G & Mosconi, Rocco, 1995. "Complementarity and Cumulative Learning Effects in the Early Diffusion of Multiple Technologies," Journal of Industrial Economics, Wiley Blackwell, vol. 43(1), pages 13-48, March.
    30. Heinz Hollenstein, 2002. "Determinants of the Adoption of Information and Communication Technologies (ICT)," WIFO Working Papers 183, WIFO.
    31. Majumdar, Sumit K. & Venkataraman, S., 1993. "New technology adoption in US telecommunications: The role of competitive pressures and firm-level inducements," Research Policy, Elsevier, vol. 22(5-6), pages 521-536, November.
    32. Jaffe, Adam B. & Stavins, Robert N., 1994. "The energy-efficiency gap What does it mean?," Energy Policy, Elsevier, vol. 22(10), pages 804-810, October.
    33. DeCanio, Stephen J., 1993. "Barriers within firms to energy-efficient investments," Energy Policy, Elsevier, vol. 21(9), pages 906-914, September.
    34. Spyros Arvanitis & Heinz Hollenstein, 2001. "The Determinants Of The Adoption Of Advanced Manufacturing Technology," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(5), pages 377-414.
    35. Jan Jacobs & Gerard Kuper & Daan van Soest, 2009. "On the effect of high energy prices on investment," Applied Economics, Taylor & Francis Journals, vol. 41(27), pages 3483-3490.
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    6. Ramshani, Mohammad & Li, Xueping & Khojandi, Anahita & Omitaomu, Olufemi, 2020. "An agent-based approach to study the diffusion rate and the effect of policies on joint placement of photovoltaic panels and green roof under climate change uncertainty," Applied Energy, Elsevier, vol. 261(C).
    7. Zhu, Junming & Chertow, Marian R., 2017. "Business Strategy Under Institutional Constraints: Evidence From China's Energy Efficiency Regulations," Ecological Economics, Elsevier, vol. 135(C), pages 10-21.
    8. Strong, Derek Ryan, 2017. "The Early Diffusion of Smart Meters in the US Electric Power Industry," Thesis Commons 7zprk, Center for Open Science.
    9. De Xia & Wenhua Chen & Qinglu Gao & Rui Zhang & Yundong Zhang, 2021. "Research on Enterprises’ Intention to Adopt Green Technology Imposed by Environmental Regulations with Perspective of State Ownership," Sustainability, MDPI, vol. 13(3), pages 1-19, January.
    10. Ángeles Longarela-Ares & Anxo Calvo-Silvosa & José-Benito Pérez-López, 2020. "The Influence of Economic Barriers and Drivers on Energy Efficiency Investments in Maritime Shipping, from the Perspective of the Principal-Agent Problem," Sustainability, MDPI, vol. 12(19), pages 1-42, September.

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