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The Early Diffusion of Smart Meters in the US Electric Power Industry

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  • Strong, Derek Ryan

    (University of Southern California)

Abstract

The impact of new technologies within and across industries is only felt through their widespread diffusion, yet studies of technology diffusion are scarce compared to other aspects of the innovation process. The electric power industry is one industry that is currently undergoing substantial change as a result of both technological and institutional innovations. In this dissertation I examine the economic rationale for the adoption of smart meters by electric power utilities and the relationship between smart meters and the evolving electric power industry. I contribute to empirical research on technology diffusion by studying the early diffusion of smart meters in the US electric power industry. Using a panel dataset and econometric models, I analyze the determinants of both the interfirm and intrafirm diffusion of smart meters in the United States. The empirical findings suggest multiple drivers of smart meter diffusion. Policy and regulatory support have had a significant, positive impact on adoption but have not been the only relevant determinants. The findings also suggest that utility characteristics and some combination of learning, cost reductions, and technology standards have been important determinants affecting smart meter diffusion. I also explore the policy implications resulting from this analysis for enhancing the diffusion of smart meters. The costs and benefits of adopting smart meters have been more uncertain than initially thought, suggesting that some policy support for adoption was premature. The coordination of policies is also necessary to achieve the full benefits of using smart meters.

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  • Strong, Derek Ryan, 2017. "The Early Diffusion of Smart Meters in the US Electric Power Industry," Thesis Commons 7zprk, Center for Open Science.
    • Handle: RePEc:osf:thesis:7zprk
    DOI: 10.31219/osf.io/7zprk
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    as
    1. Nicoletti, Cheti & Rondinelli, Concetta, 2010. "The (mis)specification of discrete duration models with unobserved heterogeneity: A Monte Carlo study," Journal of Econometrics, Elsevier, vol. 159(1), pages 1-13, November.
    2. Laurent Bach & Mireille Matt, 2005. "From Economic Foundations to S&T Policy Tools : A Comparative Analysis of the Dominant Paradigms," Post-Print hal-00279442, HAL.
    3. Jennifer F. Reinganum, 1981. "On the Diffusion of New Technology: A Game Theoretic Approach," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 48(3), pages 395-405.
    4. Shan Zhou & Daniel C. Matisoff, 2016. "Advanced Metering Infrastructure Deployment in the United States: The Impact of Polycentric Governance and Contextual Changes," Review of Policy Research, Policy Studies Organization, vol. 33(6), pages 646-665, November.
    5. von Hippel, Eric, 2010. "Open User Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 411-427, Elsevier.
    6. Joseph Farrell & Garth Saloner, 1985. "Standardization, Compatibility, and Innovation," RAND Journal of Economics, The RAND Corporation, vol. 16(1), pages 70-83, Spring.
    7. Leyden, Dennis Patrick & Link, Albert N., 2015. "Public Sector Entrepreneurship: U.S. Technology and Innovation Policy," OUP Catalogue, Oxford University Press, number 9780199313853.
    8. Alessandra Canepa & Paul Stoneman, 2005. "Financing Constraints in the Inter Firm Diffusion of New Process Technologies," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 159-169, January.
    9. Severin Borenstein & Stephen Holland, 2005. "On the Efficiency of Competitive Electricity Markets with Time-Invariant Retail Prices," RAND Journal of Economics, The RAND Corporation, vol. 36(3), pages 469-493, Autumn.
    10. Paul Stoneman, 2013. "The impact of prior use on the further diffusion of new process technology," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(3), pages 238-255, April.
    11. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    12. Philipp Wunderlich, 2013. "Green Information Systems in the Residential Sector," Progress in IS, Springer, edition 127, number 978-3-642-36769-4, February.
    13. Weyant, John P., 2011. "Accelerating the development and diffusion of new energy technologies: Beyond the "valley of death"," Energy Economics, Elsevier, vol. 33(4), pages 674-682, July.
    14. Teece, David J., 2010. "Technological Innovation and the Theory of the Firm," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 679-730, Elsevier.
    15. Cristiano Antonelli, 2009. "The economics of innovation: from the classical legacies to the economics of complexity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(7), pages 611-646.
    16. Daron Acemoglu & Amy Finkelstein, 2008. "Input and Technology Choices in Regulated Industries: Evidence from the Health Care Sector," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 837-880, October.
    17. Hans-Peter Blossfeld & Götz Rohwer, 1997. "Causal inference, time and observation plans in the social sciences," Quality & Quantity: International Journal of Methodology, Springer, vol. 31(4), pages 361-384, November.
    18. Gilbert, Ben & Graff Zivin, Joshua, 2014. "Dynamic salience with intermittent billing: Evidence from smart electricity meters," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 176-190.
    19. Hanser, Philip Q, 2010. "On Dynamic Prices: A Clash of Beliefs?," The Electricity Journal, Elsevier, vol. 23(6), pages 36-38, July.
    20. Sweeney, George, 1981. "Adoption of Cost-Saving Innovations by a Regulated Firm," American Economic Review, American Economic Association, vol. 71(3), pages 437-447, June.
    21. 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.
    22. Soete, Luc & Verspagen, Bart & ter Weel, Bas, 2010. "Systems of Innovation," 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 1159-1180, Elsevier.
    23. 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.
    24. Sueyoshi, Glenn T, 1995. "A Class of Binary Response Models for Grouped Duration Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 411-431, Oct.-Dec..
    25. Honebein, Peter C. & Cammarano, Roy F. & Donnelly, Kat A., 2009. "Will Smart Meters Ripen or Rot? Five First Principles for Embracing Customers as Co-Creators of Value," The Electricity Journal, Elsevier, vol. 22(5), pages 39-44, June.
    26. 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.
    27. Markard, Jochen & Truffer, Bernhard, 2006. "Innovation processes in large technical systems: Market liberalization as a driver for radical change?," Research Policy, Elsevier, vol. 35(5), pages 609-625, June.
    28. Brophy Haney, A. & Jamasb, T. & Pollitt, M.G., 2009. "Smart Metering and Electricity Demand: Technology, Economics and International Experience," Cambridge Working Papers in Economics 0905, Faculty of Economics, University of Cambridge.
    29. Gold, Bela, 1981. "Technological Diffusion in Industry: Research Needs and Shortcomings," Journal of Industrial Economics, Wiley Blackwell, vol. 29(3), pages 247-269, March.
    30. Mulder, Peter & de Groot, Henri L. F. & Hofkes, Marjan W., 2003. "Explaining slow diffusion of energy-saving technologies; a vintage model with returns to diversity and learning-by-using," Resource and Energy Economics, Elsevier, vol. 25(1), pages 105-126, February.
    31. Kavousian, Amir & Rajagopal, Ram & Fischer, Martin, 2013. "Determinants of residential electricity consumption: Using smart meter data to examine the effect of climate, building characteristics, appliance stock, and occupants' behavior," Energy, Elsevier, vol. 55(C), pages 184-194.
    32. David Colander & Roland Kupers, 2014. "Complexity and the Art of Public Policy: Solving Society’s Problems from the Bottom Up," Economics Books, Princeton University Press, edition 1, number 10207.
    33. Krishnamurti, Tamar & Schwartz, Daniel & Davis, Alexander & Fischhoff, Baruch & de Bruin, Wändi Bruine & Lave, Lester & Wang, Jack, 2012. "Preparing for smart grid technologies: A behavioral decision research approach to understanding consumer expectations about smart meters," Energy Policy, Elsevier, vol. 41(C), pages 790-797.
    34. Paroma Sanyal & Linda R. Cohen, 2009. "Powering Progress: Restructuring, Competition, and R&D in the U.S. Electric Utility Industry," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 41-80.
    35. Sagar, Ambuj D. & van der Zwaan, Bob, 2006. "Technological innovation in the energy sector: R&D, deployment, and learning-by-doing," Energy Policy, Elsevier, vol. 34(17), pages 2601-2608, November.
    36. Giuliana Battisti & Massimo G. Colombo & Larissa Rabbiosi, 2015. "Simultaneous versus sequential complementarity in the adoption of technological and organizational innovations: the case of innovations in the design sphere," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(2), pages 345-382.
    37. Adnane Kendel & Nathalie Lazaric, 2015. "The diffusion of smart meters in France: A discussion of the empirical evidence and the implications for smart cities," Post-Print halshs-01246427, HAL.
    38. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    39. Jamasb, Tooraj & Pollitt, Michael G., 2015. "Why and how to subsidise energy R+D: Lessons from the collapse and recovery of electricity innovation in the UK," Energy Policy, Elsevier, vol. 83(C), pages 197-205.
    40. Buchanan, Kathryn & Russo, Riccardo & Anderson, Ben, 2014. "Feeding back about eco-feedback: How do consumers use and respond to energy monitors?," Energy Policy, Elsevier, vol. 73(C), pages 138-146.
    41. 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.
    42. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    43. Azadeh Shomali & Jonatan Pinkse, 2016. "The consequences of smart grids for the business model of electricity firms," Post-Print hal-02022695, HAL.
    44. William J. Hausman & John L. Neufeld, 1984. "Time-of-Day Pricing in the U.S. Electric Power Industry at the Turn of the Century," RAND Journal of Economics, The RAND Corporation, vol. 15(1), pages 116-126, Spring.
    45. Gans, Will & Alberini, Anna & Longo, Alberto, 2013. "Smart meter devices and the effect of feedback on residential electricity consumption: Evidence from a natural experiment in Northern Ireland," Energy Economics, Elsevier, vol. 36(C), pages 729-743.
    46. John Conlisk, 1996. "Why Bounded Rationality?," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 669-700, June.
    47. Carroll, James & Lyons, Seán & Denny, Eleanor, 2014. "Reducing household electricity demand through smart metering: The role of improved information about energy saving," Energy Economics, Elsevier, vol. 45(C), pages 234-243.
    48. Martha A. Starr, 2014. "Qualitative And Mixed-Methods Research In Economics: Surprising Growth, Promising Future," Journal of Economic Surveys, Wiley Blackwell, vol. 28(2), pages 238-264, April.
    49. Patrick Llerena & Mireille Matt (ed.), 2005. "Innovation Policy in a Knowledge-Based Economy," Springer Books, Springer, number 978-3-540-26452-1, September.
    50. Graham Mallard, 2012. "Modelling Cognitively Bounded Rationality: An Evaluative Taxonomy," Journal of Economic Surveys, Wiley Blackwell, vol. 26(4), pages 674-704, September.
    51. 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.
    52. Patrick Llerena & Mireille Matt, 2005. "Innovation Policy in a Knowledge-Based Economy : Theory and Practice," Post-Print hal-00279610, HAL.
    53. Faruqui, Ahmad & Harris, Dan & Hledik, Ryan, 2010. "Unlocking the [euro]53 billion savings from smart meters in the EU: How increasing the adoption of dynamic tariffs could make or break the EU's smart grid investment," Energy Policy, Elsevier, vol. 38(10), pages 6222-6231, October.
    54. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    55. Luis Olmos & Sophia Ruester & Siok Jen Liong & Jean-Michel Glachant, 2010. "Energy Efficiency Actions Related to the Rollout of Smart Meters for Small Consumers," RSCAS Working Papers 2010/02fsr, European University Institute.
    56. Kazutoshi Tsuda & Michinori Uwasu & Keishiro Hara & Yukari Fuchigami, 2017. "Approaches to induce behavioral changes with respect to electricity consumption," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 7(1), pages 30-38, March.
    57. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    58. Arthur, W Brian, 1989. "Competing Technologies, Increasing Returns, and Lock-In by Historical Events," Economic Journal, Royal Economic Society, vol. 99(394), pages 116-131, March.
    59. Das Nilotpal & Falaris Evangelos M & Mulligan James G, 2009. "Vintage Effects and the Diffusion of Time-Saving Technological Innovations," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-37, June.
    60. 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.
    61. Patrick Cohendet & Frieder Meyer-Krahmer, 2005. "Technology Policy in the Knowledge-Based Economy," Springer Books, in: Patrick Llerena & Mireille Matt (ed.), Innovation Policy in a Knowledge-Based Economy, chapter 3, pages 75-112, Springer.
    62. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    63. Katrina Jessoe & David Rapson, 2014. "Knowledge Is (Less) Power: Experimental Evidence from Residential Energy Use," American Economic Review, American Economic Association, vol. 104(4), pages 1417-1438, April.
    64. Chou, Jui-Sheng & Gusti Ayu Novi Yutami, I, 2014. "Smart meter adoption and deployment strategy for residential buildings in Indonesia," Applied Energy, Elsevier, vol. 128(C), pages 336-349.
    65. Malerba,Franco & Brusoni,Stefano (ed.), 2007. "Perspectives on Innovation," Cambridge Books, Cambridge University Press, number 9780521866644.
    66. Stephen P. Holland & Erin T. Mansur, 2006. "The Short-Run Effects of Time-Varying Prices in Competitive Electricity Markets," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 127-156.
    67. Frank A. Wolak, 2011. "Do Residential Customers Respond to Hourly Prices? Evidence from a Dynamic Pricing Experiment," American Economic Review, American Economic Association, vol. 101(3), pages 83-87, May.
    68. Stephen P. Holland & Erin T. Mansur, 2008. "Is Real-Time Pricing Green? The Environmental Impacts of Electricity Demand Variance," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 550-561, August.
    69. Battisti, Giuliana & Iona, Alfonsina, 2009. "The intra-firm diffusion of complementary innovations: Evidence from the adoption of management practices by British establishments," Research Policy, Elsevier, vol. 38(8), pages 1326-1339, October.
    70. Stoneman, Paul & Battisti, Giuliana, 2000. "The Role of Regulation, Fiscal Incentives and Changes in Tastes in the Diffusion of Unleaded Petrol," Oxford Economic Papers, Oxford University Press, vol. 52(2), pages 326-356, April.
    71. Blumsack, Seth & Fernandez, Alisha, 2012. "Ready or not, here comes the smart grid!," Energy, Elsevier, vol. 37(1), pages 61-68.
    72. Sharon M. Oster & John M. Quigley, 1977. "Regulatory Barriers to the Diffusion of Innovation: Some Evidence from Building Codes," Bell Journal of Economics, The RAND Corporation, vol. 8(2), pages 361-377, Autumn.
    73. Stoneman, Paul & Battisti, Giuliana, 1998. "Fiscal incentives to consumer innovation: the use of unleaded petrol in Europe," Research Policy, Elsevier, vol. 27(2), pages 187-213, June.
    74. Jacqueline Corbett, 2013. "Using information systems to improve energy efficiency: Do smart meters make a difference?," Information Systems Frontiers, Springer, vol. 15(5), pages 747-760, November.
    75. Powell, Walter W. & Giannella, Eric, 2010. "Collective Invention and Inventor Networks," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 575-605, Elsevier.
    76. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    77. 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.
    78. 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.
    79. Olmos, Luis & Ruester, Sophia & Liong, Siok-Jen & Glachant, Jean-Michel, 2011. "Energy efficiency actions related to the rollout of smart meters for small consumers, application to the Austrian system," Energy, Elsevier, vol. 36(7), pages 4396-4409.
    80. Richard R Nelson & Alexander Peterhansl & Bhaven Sampat, 2004. "Why and how innovations get adopted: a tale of four models," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(5), pages 679-699, October.
    81. Neufeld, John L., 1987. "Price Discrimination and the Adoption of the Electricity Demand Charge," The Journal of Economic History, Cambridge University Press, vol. 47(3), pages 693-709, September.
    82. Nathan ROSENBERG, 2009. "Why do firms do basic research (with their own money)?," World Scientific Book Chapters, in: Nathan Rosenberg (ed.), Studies On Science And The Innovation Process Selected Works of Nathan Rosenberg, chapter 11, pages 225-234, World Scientific Publishing Co. Pte. Ltd..
    83. Torriti, Jacopo, 2012. "Price-based demand side management: Assessing the impacts of time-of-use tariffs on residential electricity demand and peak shifting in Northern Italy," Energy, Elsevier, vol. 44(1), pages 576-583.
    84. Brennan, Timothy J. & Palmer, Karen L., 2013. "Energy efficiency resource standards: Economics and policy," Utilities Policy, Elsevier, vol. 25(C), pages 58-68.
    85. Walker, William, 1985. "Information technology and the use of energy," Energy Policy, Elsevier, vol. 13(5), pages 458-476, October.
    86. Cassey Lee, 2011. "Bounded Rationality And The Emergence Of Simplicity Amidst Complexity," Journal of Economic Surveys, Wiley Blackwell, vol. 25(3), pages 507-526, July.
    87. Ahmad Faruqui, Sanem Sergici, and Lamine Akaba, 2014. "The Impact of Dynamic Pricing on Residential and Small Commercial and Industrial Usage: New Experimental Evidence from Connecticut," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    88. Marilyn A. Brown & Shan Zhou, 2013. "Smart-grid policies: an international review," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 2(2), pages 121-139, March.
    89. Edwin Mansfield, 1963. "The Speed of Response of Firms to New Techniques," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 77(2), pages 290-311.
    90. Esmeralda A. Ramalho & Joaquim J.S. Ramalho & José M.R. Murteira, 2011. "Alternative Estimating And Testing Empirical Strategies For Fractional Regression Models," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 19-68, February.
    91. 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.
    92. Patrick Cohendet & Frieder Meyer-Krahmer, 2005. "Technology Policy in the Knowledge-Based Economy," Post-Print hal-00279448, HAL.
    93. Herter, Karen & McAuliffe, Patrick & Rosenfeld, Arthur, 2007. "An exploratory analysis of California residential customer response to critical peak pricing of electricity," Energy, Elsevier, vol. 32(1), pages 25-34.
    94. Dopfer,Kurt (ed.), 2005. "The Evolutionary Foundations of Economics," Cambridge Books, Cambridge University Press, number 9780521621991.
    95. Lane, David A, 1993. "Artificial Worlds and Economics, Part II," Journal of Evolutionary Economics, Springer, vol. 3(3), pages 177-197, August.
    96. Ruud E. Smits & Stefan Kuhlmann & Phillip Shapira (ed.), 2010. "The Theory and Practice of Innovation Policy," Books, Edward Elgar Publishing, number 4181.
    97. Malerba,Franco & Brusoni,Stefano (ed.), 2007. "Perspectives on Innovation," Cambridge Books, Cambridge University Press, number 9780521685610.
    98. Knut Blind, 2004. "The Economics of Standards," Books, Edward Elgar Publishing, number 3392.
    99. Mytelka, Lynn K. & Smith, Keith, 2002. "Policy learning and innovation theory: an interactive and co-evolving process," Research Policy, Elsevier, vol. 31(8-9), pages 1467-1479, December.
    100. Brand, Stefanie A., 2010. "Dynamic Pricing for Residential Electric Customers: A Ratepayer Advocate's Perspective," The Electricity Journal, Elsevier, vol. 23(6), pages 50-55, July.
    101. Sterlacchini, Alessandro, 2012. "Energy R&D in private and state-owned utilities: An analysis of the major world electric companies," Energy Policy, Elsevier, vol. 41(C), pages 494-506.
    102. Darby, Sarah J., 2012. "Metering: EU policy and implications for fuel poor households," Energy Policy, Elsevier, vol. 49(C), pages 98-106.
    103. Martin Rixen & Jürgen Weigand, 2013. "Agent-Based Simulation Of Consumer Demand For Smart Metering Tariffs," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 10(05), pages 1-26.
    104. 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.
    105. Hartway, Rob & Price, Snuller & Woo, C.K, 1999. "Smart meter, customer choice and profitable time-of-use rate option," Energy, Elsevier, vol. 24(10), pages 895-903.
    106. Honebein, Peter C., 2010. "We Got a New Digital Electric Meter. Our Usage Went Up 123%. Our Bill Went Up 65%," The Electricity Journal, Elsevier, vol. 23(2), pages 76-82, March.
    107. Sioshansi, Fereidoon P., 1991. "Electronic metering and two-way communications : The electric power industry," Utilities Policy, Elsevier, vol. 1(4), pages 294-307, July.
    108. Antonelli, Cristiano, 1993. "Investment and adoption in advanced telecommunications," Journal of Economic Behavior & Organization, Elsevier, vol. 20(2), pages 227-245, February.
    109. Hargreaves, Tom & Nye, Michael & Burgess, Jacquelin, 2013. "Keeping energy visible? Exploring how householders interact with feedback from smart energy monitors in the longer term," Energy Policy, Elsevier, vol. 52(C), pages 126-134.
    110. Harald Gruber & Pantelis Koutroumpis, 2013. "Competition enhancing regulation and diffusion of innovation: the case of broadband networks," Journal of Regulatory Economics, Springer, vol. 43(2), pages 168-195, April.
    111. Lane, David A, 1993. "Artificial Worlds and Economics, Part I," Journal of Evolutionary Economics, Springer, vol. 3(2), pages 89-107, May.
    112. Paroma Sanyal & Suman Ghosh, 2013. "Product Market Competition and Upstream Innovation: Evidence from the U.S. Electricity Market Deregulation," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 237-254, March.
    113. Kaufmann, Simon & Künzel, Karoline & Loock, Moritz, 2013. "Customer value of smart metering: Explorative evidence from a choice-based conjoint study in Switzerland," Energy Policy, Elsevier, vol. 53(C), pages 229-239.
    114. Katz, Jonas, 2014. "Linking meters and markets: Roles and incentives to support a flexible demand side," Utilities Policy, Elsevier, vol. 31(C), pages 74-84.
    115. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    116. Pepermans, Guido, 2014. "Valuing smart meters," Energy Economics, Elsevier, vol. 45(C), pages 280-294.
    117. Jayati Sarkar, 1998. "Technological Diffusion: Alternative Theories and Historical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 12(2), pages 131-176, April.
    118. Römer, Benedikt & Reichhart, Philipp & Kranz, Johann & Picot, Arnold, 2012. "The role of smart metering and decentralized electricity storage for smart grids: The importance of positive externalities," Energy Policy, Elsevier, vol. 50(C), pages 486-495.
    119. Carlo Cambini & Federico Caviggioli & Giuseppe Scellato, 2016. "Innovation and market regulation: evidence from the European electricity industry," Industry and Innovation, Taylor & Francis Journals, vol. 23(8), pages 734-752, November.
    120. Sheila C. Dow, 2015. "Addressing uncertainty in economics and the economy," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 39(1), pages 33-47.
    121. Hariolf Grupp, 1998. "Foundations of the Economics of Innovation," Books, Edward Elgar Publishing, number 1390.
    122. Inderberg, Tor Håkon, 2015. "Advanced metering policy development and influence structures: The case of Norway," Energy Policy, Elsevier, vol. 81(C), pages 98-105.
    123. Gold, Bela, 1980. "On the adoption of technological innovations in industry: Superficial models and complex decision processes," Omega, Elsevier, vol. 8(5), pages 505-516.
    124. Antonelli, Cristiano, 1989. "The role of technological expectations in a mixed model of international diffusion of process innovations: The case of open-end spinning rotors," Research Policy, Elsevier, vol. 18(5), pages 273-288, October.
    125. Dosi, Giovanni & Ermoliev, Yuri & Kaniovski, Yuri, 1994. "Generalized urn schemes and technological dynamics," Journal of Mathematical Economics, Elsevier, vol. 23(1), pages 1-19, January.
    126. Isamu Matsukawa, 2016. "Consumer Energy Conservation Behavior After Fukushima," SpringerBriefs in Economics, Springer, number 978-981-10-1097-2, October.
    127. Gerpott, Torsten J. & Paukert, Mathias, 2013. "Determinants of willingness to pay for smart meters: An empirical analysis of household customers in Germany," Energy Policy, Elsevier, vol. 61(C), pages 483-495.
    128. G. M.P. Swann, 2006. "Putting Econometrics in its Place," Books, Edward Elgar Publishing, number 858.
    129. Meade, Nigel & Islam, Towhidul, 2006. "Modelling and forecasting the diffusion of innovation - A 25-year review," International Journal of Forecasting, Elsevier, vol. 22(3), pages 519-545.
    130. Lo Schiavo, Luca & Delfanti, Maurizio & Fumagalli, Elena & Olivieri, Valeria, 2013. "Changing the regulation for regulating the change: Innovation-driven regulatory developments for smart grids, smart metering and e-mobility in Italy," Energy Policy, Elsevier, vol. 57(C), pages 506-517.
    131. Bleda, Mercedes & del Río, Pablo, 2013. "The market failure and the systemic failure rationales in technological innovation systems," Research Policy, Elsevier, vol. 42(5), pages 1039-1052.
    132. Petr Spodniak & Ari Jantunen & Satu Viljainen, 2014. "Diffusion and Drivers of Smart Meters: The Case of Central and Eastern Europe," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 11(03), pages 1-16.
    133. McKenna, Eoghan & Richardson, Ian & Thomson, Murray, 2012. "Smart meter data: Balancing consumer privacy concerns with legitimate applications," Energy Policy, Elsevier, vol. 41(C), pages 807-814.
    134. Ivanov, Chris & Getachew, Lullit & Fenrick, Steve A. & Vittetoe, Bethany, 2013. "Enabling technologies and energy savings: The case of EnergyWise Smart Meter Pilot of Connexus Energy," Utilities Policy, Elsevier, vol. 26(C), pages 76-84.
    135. 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.
    136. Sarkar, Jayati, 1998. "Technological Diffusion: Alternative Theories and Historical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 12(2), pages 131-176, April.
    137. Ahmad Faruqui & Sanem Sergici, 2010. "Household response to dynamic pricing of electricity: a survey of 15 experiments," Journal of Regulatory Economics, Springer, vol. 38(2), pages 193-225, October.
    138. Laurent Bach & Mireille Matt, 2005. "From Economic Foundations to S&T Policy Tools: a Comparative Analysis of the Dominant Paradigms," Springer Books, in: Patrick Llerena & Mireille Matt (ed.), Innovation Policy in a Knowledge-Based Economy, chapter 1, pages 17-45, Springer.
    139. Alexander, Barbara R., 2010. "Dynamic Pricing? Not So Fast! A Residential Consumer Perspective," The Electricity Journal, Elsevier, vol. 23(6), pages 39-49, July.
    140. Watson, Jim, 2004. "Selection environments, flexibility and the success of the gas turbine," Research Policy, Elsevier, vol. 33(8), pages 1065-1080, October.
    141. Stoneman, Paul & Diederen, Paul, 1994. "Technology Diffusion and Public Policy," Economic Journal, Royal Economic Society, vol. 104(425), pages 918-930, July.
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