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Responsible technology acceptance: Model development and application to consumer acceptance of Smart Grid technology

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  • Broman Toft, Madeleine
  • Schuitema, Geertje
  • Thøgersen, John

Abstract

As a response to climate change and the desire to gain independence from imported fossil fuels, there is a pressure to increase the proportion of electricity from renewable sources which is one of the reasons why electricity grids are currently being turned into Smart Grids. In this paper, we focus on private consumers’ acceptance of having Smart Grid technology installed in their home. We analyse acceptance in a combined framework of the Technology Acceptance Model and the Norm Activation Model. We propose that individuals are only likely to accept Smart Grid technology if they assess usefulness in terms of a positive impact for society and the environment. Therefore, we expect that Smart Grid technology acceptance can be better explained when the well-known technology acceptance parameters included in the Technology Acceptance Model are supplemented by moral norms as suggested by the Norm Activation Model. We tested this proposition by means of an online survey of Danish (N=323), Norwegian (N=303) and Swiss (N=324) private consumers. The study confirms that adding personal norms to the independent variables of the Technology Acceptance Model leads to a significant increase in the explained variance in consumer acceptance of Smart Grid technology in all three countries.

Suggested Citation

  • Broman Toft, Madeleine & Schuitema, Geertje & Thøgersen, John, 2014. "Responsible technology acceptance: Model development and application to consumer acceptance of Smart Grid technology," Applied Energy, Elsevier, vol. 134(C), pages 392-400.
  • Handle: RePEc:eee:appene:v:134:y:2014:i:c:p:392-400
    DOI: 10.1016/j.apenergy.2014.08.048
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    1. Biel, Anders & Thogersen, John, 2007. "Activation of social norms in social dilemmas: A review of the evidence and reflections on the implications for environmental behaviour," Journal of Economic Psychology, Elsevier, vol. 28(1), pages 93-112, January.
    2. Gangale, Flavia & Mengolini, Anna & Onyeji, Ijeoma, 2013. "Consumer engagement: An insight from smart grid projects in Europe," Energy Policy, Elsevier, vol. 60(C), pages 621-628.
    3. Lund, Henrik, 2007. "Renewable energy strategies for sustainable development," Energy, Elsevier, vol. 32(6), pages 912-919.
    4. Huijts, N.M.A. & De Groot, J.I.M. & Molin, E.J.E. & van Wee, B., 2013. "Intention to act towards a local hydrogen refueling facility: Moral considerations versus self-interest," Transportation Research Part A: Policy and Practice, Elsevier, vol. 48(C), pages 63-74.
    5. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    6. J. W. Bolderdijk & L. Steg & E. S. Geller & P. K. Lehman & T. Postmes, 2013. "Comparing the effectiveness of monetary versus moral motives in environmental campaigning," Nature Climate Change, Nature, vol. 3(4), pages 413-416, April.
    7. Clastres, Cédric, 2011. "Smart grids: Another step towards competition, energy security and climate change objectives," Energy Policy, Elsevier, vol. 39(9), pages 5399-5408, September.
    8. Geelen, Daphne & Reinders, Angèle & Keyson, David, 2013. "Empowering the end-user in smart grids: Recommendations for the design of products and services," Energy Policy, Elsevier, vol. 61(C), pages 151-161.
    9. Krupka, Erin & Weber, Roberto A., 2009. "The focusing and informational effects of norms on pro-social behavior," Journal of Economic Psychology, Elsevier, vol. 30(3), pages 307-320, June.
    10. McCalley, L. T. & Midden, Cees J. H., 2002. "Energy conservation through product-integrated feedback: The roles of goal-setting and social orientation," Journal of Economic Psychology, Elsevier, vol. 23(5), pages 589-603, October.
    11. Moura, Pedro S. & de Almeida, Aníbal T., 2010. "The role of demand-side management in the grid integration of wind power," Applied Energy, Elsevier, vol. 87(8), pages 2581-2588, August.
    12. Read, Wayne & Robertson, Nichola & McQuilken, Lisa, 2011. "A novel romance: The Technology Acceptance Model with emotional attachment," Australasian marketing journal, Elsevier, vol. 19(4), pages 223-229.
    13. 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.
    14. Broeer, Torsten & Fuller, Jason & Tuffner, Francis & Chassin, David & Djilali, Ned, 2014. "Modeling framework and validation of a smart grid and demand response system for wind power integration," Applied Energy, Elsevier, vol. 113(C), pages 199-207.
    15. Wissner, Matthias, 2011. "The Smart Grid - A saucerful of secrets?," Applied Energy, Elsevier, vol. 88(7), pages 2509-2518, July.
    16. Biegel, Benjamin & Hansen, Lars Henrik & Stoustrup, Jakob & Andersen, Palle & Harbo, Silas, 2014. "Value of flexible consumption in the electricity markets," Energy, Elsevier, vol. 66(C), pages 354-362.
    17. Steenkamp, Jan-Benedict E M & Baumgartner, Hans, 1998. "Assessing Measurement Invariance in Cross-National Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(1), pages 78-90, June.
    18. Cédric Clastres, 2011. "Smart grids : Another step towards competition, energy security and climate change objectives," Post-Print halshs-00617702, HAL.
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