IDEAS home Printed from https://ideas.repec.org/a/eee/enepol/v111y2017icp414-426.html
   My bibliography  Save this article

Explaining the energy efficiency gap - Expected Utility Theory versus Cumulative Prospect Theory

Author

Listed:
  • Häckel, Björn
  • Pfosser, Stefan
  • Tränkler, Timm

Abstract

Energy efficiency is one of the key factors in mitigating the impact of climate change and preserving non-renewable resources. Although environmental and economic justifications for energy efficiency investments are compelling, there is a gap between the observable and some notion of optimized energy consumption - the so-called energy efficiency gap. Behavioral biases in individual decision making have been resonated by environmental research to explain this gap. To analyze the influence of behavioral biases on decisions upon energy efficiency investments quantitatively, we compare Expected Utility Theory with Cumulative Prospect Theory. On basis of a real-world example, we illustrate how the extent of the gap is influenced by behavioral biases such as loss aversion, probability weighting and framing. Our findings indicate that Cumulative Prospect Theory offers possible explanations for many barriers discussed in literature. For example, the size of the gap rises with increased risk and investment costs. Because behavioral biases are systematic and pervasive, our insights constitute a valuable quantitative basis for environmental policy measures, such as customer-focused and quantitatively backed public awareness campaigns, financial incentives or energy savings insurances. In this vein, this paper may contribute to an accelerated adaption of energy efficiency measures by the broader public.

Suggested Citation

  • Häckel, Björn & Pfosser, Stefan & Tränkler, Timm, 2017. "Explaining the energy efficiency gap - Expected Utility Theory versus Cumulative Prospect Theory," Energy Policy, Elsevier, vol. 111(C), pages 414-426.
  • Handle: RePEc:eee:enepol:v:111:y:2017:i:c:p:414-426
    DOI: 10.1016/j.enpol.2017.09.026
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301421517305876
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.enpol.2017.09.026?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. ARTHUR Rosenfeld & CELINA Atkinson & JONATHAN Koomey & ALAN Meier & ROBERT J. Mowris & LYNN PRICE, 1993. "Conserved Energy Supply Curves For U.S. Buildings," Contemporary Economic Policy, Western Economic Association International, vol. 11(1), pages 45-68, January.
    2. Kenneth Gillingham & Karen Palmer, 2014. "Bridging the Energy Efficiency Gap: Policy Insights from Economic Theory and Empirical Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 8(1), pages 18-38, January.
    3. Gowdy, John M., 2008. "Behavioral economics and climate change policy," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 632-644, December.
    4. Nair, Gireesh & Gustavsson, Leif & Mahapatra, Krushna, 2010. "Factors influencing energy efficiency investments in existing Swedish residential buildings," Energy Policy, Elsevier, vol. 38(6), pages 2956-2963, June.
    5. Brown, Marilyn A., 2001. "Market failures and barriers as a basis for clean energy policies," Energy Policy, Elsevier, vol. 29(14), pages 1197-1207, November.
    6. Aboobacker, V.M. & Shanas, P.R. & Alsaafani, M.A. & Albarakati, Alaa M.A., 2017. "Wave energy resource assessment for Red Sea," Renewable Energy, Elsevier, vol. 114(PA), pages 46-58.
    7. Barr, Stewart & Gilg, Andrew W & Ford, Nicholas, 2005. "The household energy gap: examining the divide between habitual- and purchase-related conservation behaviours," Energy Policy, Elsevier, vol. 33(11), pages 1425-1444, July.
    8. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    9. Morrissey, J. & Meyrick, B. & Sivaraman, D. & Horne, R.E. & Berry, M., 2013. "Cost-benefit assessment of energy efficiency investments: Accounting for future resources, savings and risks in the Australian residential sector," Energy Policy, Elsevier, vol. 54(C), pages 148-159.
    10. Pedro Linares & Xavier Labandeira, 2010. "Energy Efficiency: Economics And Policy," Journal of Economic Surveys, Wiley Blackwell, vol. 24(3), pages 573-592, July.
    11. Anderson, Soren T. & Newell, Richard G., 2004. "Information programs for technology adoption: the case of energy-efficiency audits," Resource and Energy Economics, Elsevier, vol. 26(1), pages 27-50, March.
    12. 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.
    13. Shlomo Benartzi & Richard H. Thaler, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 73-92.
    14. Meredith Fowlie & Michael Greenstone & Catherine Wolfram, 2015. "Are the Non-monetary Costs of Energy Efficiency Investments Large? Understanding Low Take-Up of a Free Energy Efficiency Program," American Economic Review, American Economic Association, vol. 105(5), pages 201-204, May.
    15. Michael G. Pollitt & Irina Shaorshadze, 2013. "The role of behavioural economics in energy and climate policy," Chapters, in: Roger Fouquet (ed.), Handbook on Energy and Climate Change, chapter 24, pages 523-546, Edward Elgar Publishing.
    16. Kenneth Gillingham & Richard G. Newell & Karen Palmer, 2009. "Energy Efficiency Economics and Policy," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 597-620, September.
    17. 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.
    18. Vine, Edward & Hamrin, Jan & Eyre, Nick & Crossley, David & Maloney, Michelle & Watt, Greg, 2003. "Public policy analysis of energy efficiency and load management in changing electricity businesses," Energy Policy, Elsevier, vol. 31(5), pages 405-430, April.
    19. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    20. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    21. Ansar, Jasmin & Sparks, Roger, 2009. "The experience curve, option value, and the energy paradox," Energy Policy, Elsevier, vol. 37(3), pages 1012-1020, March.
    22. Johnson, Blake E., 1994. "Modeling energy technology choices : Which investment analysis tools are appropriate?," Energy Policy, Elsevier, vol. 22(10), pages 877-883, October.
    23. Richard H. Thaler & Cass R. Sunstein, 2023. "Libertarian paternalism," Chapters, in: Cass R. Sunstein & Lucia A. Reisch (ed.), Research Handbook on Nudges and Society, chapter 1, pages 10-16, Edward Elgar Publishing.
    24. Amos Tversky & Daniel Kahneman, 1991. "Loss Aversion in Riskless Choice: A Reference-Dependent Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1039-1061.
    25. Kempton, Willett & Montgomery, Laura, 1982. "Folk quantification of energy," Energy, Elsevier, vol. 7(10), pages 817-827.
    26. Clinch, J. Peter & Healy, John D., 2001. "Cost-benefit analysis of domestic energy efficiency," Energy Policy, Elsevier, vol. 29(2), pages 113-124, January.
    27. Layard, R. & Mayraz, G. & Nickell, S., 2008. "The marginal utility of income," Journal of Public Economics, Elsevier, vol. 92(8-9), pages 1846-1857, August.
    28. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    29. Shaw, W. Douglass & Woodward, Richard T., 2008. "Why environmental and resource economists should care about non-expected utility models," Resource and Energy Economics, Elsevier, vol. 30(1), pages 66-89, January.
    30. 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.
    31. Frederiks, Elisha R. & Stenner, Karen & Hobman, Elizabeth V., 2015. "Household energy use: Applying behavioural economics to understand consumer decision-making and behaviour," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1385-1394.
    32. Roger Fouquet (ed.), 2013. "Handbook on Energy and Climate Change," Books, Edward Elgar Publishing, number 14429.
    33. Matthew Rabin, 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Econometrica, Econometric Society, vol. 68(5), pages 1281-1292, September.
    34. Hope, Alexander John & Booth, Alexander, 2014. "Attitudes and behaviours of private sector landlords towards the energy efficiency of tenanted homes," Energy Policy, Elsevier, vol. 75(C), pages 369-378.
    35. Dichtl, Hubert & Drobetz, Wolfgang, 2011. "Portfolio insurance and prospect theory investors: Popularity and optimal design of capital protected financial products," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1683-1697, July.
    36. Hunt Allcott & Michael Greenstone, 2012. "Is There an Energy Efficiency Gap?," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 3-28, Winter.
    37. Bruce A. Babcock, 2015. "Using Cumulative Prospect Theory to Explain Anomalous Crop Insurance Coverage Choice," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(5), pages 1371-1384.
    38. Min, Jihoon & Azevedo, Inês L. & Michalek, Jeremy & de Bruin, Wändi Bruine, 2014. "Labeling energy cost on light bulbs lowers implicit discount rates," Ecological Economics, Elsevier, vol. 97(C), pages 42-50.
    39. Jason F. Shogren & Laura O. Taylor, 2008. "On Behavioral-Environmental Economics," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 2(1), pages 26-44, Winter.
    40. Thaler, Richard, 1981. "Some empirical evidence on dynamic inconsistency," Economics Letters, Elsevier, vol. 8(3), pages 201-207.
    41. Mills, Evan, 2003. "The insurance and risk management industries: new players in the delivery of energy-efficient and renewable energy products and services," Energy Policy, Elsevier, vol. 31(12), pages 1257-1272, September.
    42. Raymond S. Hartman & Michael J. Doane & Chi-Keung Woo, 1991. "Consumer Rationality and the Status Quo," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 141-162.
    43. Coltrane, Scott & Archer, Dane & Aronson, Elliot, 1986. "The social-psychological foundations of successful energy conservation programmes," Energy Policy, Elsevier, vol. 14(2), pages 133-148, April.
    44. Gates, Robin W., 1983. "Investing in energy conservation : Are homeowners passing up high yields?," Energy Policy, Elsevier, vol. 11(1), pages 63-71, March.
    45. Sütterlin, Bernadette & Brunner, Thomas A. & Siegrist, Michael, 2011. "Who puts the most energy into energy conservation? A segmentation of energy consumers based on energy-related behavioral characteristics," Energy Policy, Elsevier, vol. 39(12), pages 8137-8152.
    46. Greene, David L., 2011. "Uncertainty, loss aversion, and markets for energy efficiency," Energy Economics, Elsevier, vol. 33(4), pages 608-616, July.
    47. Loewenstein, George & Thaler, Richard H, 1989. "Intertemporal Choice," Journal of Economic Perspectives, American Economic Association, vol. 3(4), pages 181-193, Fall.
    48. Noah J. Goldstein & Robert B. Cialdini & Vladas Griskevicius, 2008. "A Room with a Viewpoint: Using Social Norms to Motivate Environmental Conservation in Hotels," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(3), pages 472-482, March.
    49. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    50. Chai, Kah-Hin & Yeo, Catrina, 2012. "Overcoming energy efficiency barriers through systems approach—A conceptual framework," Energy Policy, Elsevier, vol. 46(C), pages 460-472.
    51. Scheepmaker, Gerben M. & Goverde, Rob M.P. & Kroon, Leo G., 2017. "Review of energy-efficient train control and timetabling," European Journal of Operational Research, Elsevier, vol. 257(2), pages 355-376.
    52. Camerer, Colin F & Ho, Teck-Hua, 1994. "Violations of the Betweenness Axiom and Nonlinearity in Probability," Journal of Risk and Uncertainty, Springer, vol. 8(2), pages 167-196, March.
    53. Jakob, Martin, 2006. "Marginal costs and co-benefits of energy efficiency investments: The case of the Swiss residential sector," Energy Policy, Elsevier, vol. 34(2), pages 172-187, January.
    54. Thompson, Philip B, 1997. "Evaluating energy efficiency investments: accounting for risk in the discounting process," Energy Policy, Elsevier, vol. 25(12), pages 989-996, October.
    55. Lattimore, Pamela K. & Baker, Joanna R. & Witte, Ann D., 1992. "The influence of probability on risky choice: A parametric examination," Journal of Economic Behavior & Organization, Elsevier, vol. 17(3), pages 377-400, May.
    56. Masini, Andrea & Menichetti, Emanuela, 2012. "The impact of behavioural factors in the renewable energy investment decision making process: Conceptual framework and empirical findings," Energy Policy, Elsevier, vol. 40(C), pages 28-38.
    57. Metcalf, Gilbert E., 1994. "Economics and rational conservation policy," Energy Policy, Elsevier, vol. 22(10), pages 819-825, October.
    58. Cass R. Sunstein & Richard H. Thaler, 2003. "Libertarian paternalism is not an oxymoron," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 48(Jun).
    59. Jonathan G. Koomey & Alan H. Sanstad & Leslie J. Shown, 1996. "Energy‐Efficient Lighting: Market Data, Market Imperfections, And Policy Success," Contemporary Economic Policy, Western Economic Association International, vol. 14(3), pages 98-111, July.
    60. Peter C. Mayer, 1995. "Electricity Conservation: Consumer Rationality Versus Prospect Theory," Contemporary Economic Policy, Western Economic Association International, vol. 13(2), pages 109-118, April.
    61. Weber, Lukas, 1997. "Some reflections on barriers to the efficient use of energy," Energy Policy, Elsevier, vol. 25(10), pages 833-835, August.
    62. Jerry A. Hausman, 1979. "Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 33-54, Spring.
    63. 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.
    64. Pamela K. Lattimore & Joanna R. Baker & A. Dryden Witte, 1992. "The Influence Of Probability on Risky Choice: A parametric Examination," NBER Technical Working Papers 0081, National Bureau of Economic Research, Inc.
    65. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    66. Gintis, Herbert, 2000. "Beyond Homo economicus: evidence from experimental economics," Ecological Economics, Elsevier, vol. 35(3), pages 311-322, December.
    67. Babcock, Bruce, 2015. "Using Prospect Theory to Explain Anomalous Crop Insurance Coverage Choice," 2015 Allied Social Sciences Association (ASSA) Annual Meeting, January 3-5, 2015, Boston, Massachusetts 189682, Agricultural and Applied Economics Association.
    68. Gaspar, Rui & Antunes, Dalila, 2011. "Energy efficiency and appliance purchases in Europe: Consumer profiles and choice determinants," Energy Policy, Elsevier, vol. 39(11), pages 7335-7346.
    69. Hunt Allcott & Todd Rogers, 2014. "The Short-Run and Long-Run Effects of Behavioral Interventions: Experimental Evidence from Energy Conservation," American Economic Review, American Economic Association, vol. 104(10), pages 3003-3037, October.
    70. Andrea Masini & E. Menichetti, 2012. "The impact of behavioural factors in the renewable energy investment decision making process: Conceptual framework and empirical findings," Post-Print hal-00651706, HAL.
    71. Amstalden, Roger W. & Kost, Michael & Nathani, Carsten & Imboden, Dieter M., 2007. "Economic potential of energy-efficient retrofitting in the Swiss residential building sector: The effects of policy instruments and energy price expectations," Energy Policy, Elsevier, vol. 35(3), pages 1819-1829, March.
    72. Blumstein, Carl & Krieg, Betsy & Schipper, Lee & York, Carl, 1980. "Overcoming social and institutional barriers to energy conservation," Energy, Elsevier, vol. 5(4), pages 355-371.
    73. Meier, Alan K. & Whittier, Jack, 1983. "Consumer discount rates implied by purchases of energy-efficient refrigerators," Energy, Elsevier, vol. 8(12), pages 957-962.
    74. 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.
    75. Henry Ruderman & Mark D. Levine & James E. McMahon, 1987. "The Behavior of the Market for Energy Efficiency in Residential Appliances Including Heating and Cooling Equipment," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 101-124.
    76. Dermot Gately, 1980. "Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables: Comment," Bell Journal of Economics, The RAND Corporation, vol. 11(1), pages 373-374, Spring.
    77. Enrico Giorgi & Thorsten Hens, 2006. "Making prospect theory fit for finance," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 20(3), pages 339-360, September.
    78. Howarth, Richard B. & Andersson, Bo, 1993. "Market barriers to energy efficiency," Energy Economics, Elsevier, vol. 15(4), pages 262-272, October.
    79. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    80. Paul Diederen & Frank van Tongeren & Hennie van der Veen, 2003. "Returns on Investments in Energy-saving Technologies Under Energy Price Uncertainty in Dutch Greenhouse Horticulture," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 24(4), pages 379-394, April.
    81. 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.
    82. Nicholas C. Barberis, 2013. "Thirty Years of Prospect Theory in Economics: A Review and Assessment," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 173-196, Winter.
    83. Todd Gerarden & Richard G. Newell & Robert N. Stavins, 2015. "Deconstructing the Energy-Efficiency Gap: Conceptual Frameworks and Evidence," American Economic Review, American Economic Association, vol. 105(5), pages 183-186, May.
    84. Koomey, Jonathan G. & Sanstad, Alan H., 1994. "Technical evidence for assessing the performance of markets affecting energy efficiency," Energy Policy, Elsevier, vol. 22(10), pages 826-832, October.
    85. Jonathan Ingersoll, 2008. "Non‐Monotonicity of the Tversky‐Kahneman Probability‐Weighting Function: A Cautionary Note," European Financial Management, European Financial Management Association, vol. 14(3), pages 385-390, June.
    86. DeCanio, Stephen J., 1993. "Barriers within firms to energy-efficient investments," Energy Policy, Elsevier, vol. 21(9), pages 906-914, September.
    87. Hassett, Kevin A. & Metcalf, Gilbert E., 1993. "Energy conservation investment : Do consumers discount the future correctly?," Energy Policy, Elsevier, vol. 21(6), pages 710-716, June.
    88. David Van Den Dooren & Thomas Sys & Túlio A. M. Toffolo & Tony Wauters & Greet Vanden Berghe, 2017. "Multi-machine energy-aware scheduling," EURO Journal on Computational Optimization, Springer;EURO - The Association of European Operational Research Societies, vol. 5(1), pages 285-307, March.
    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. Töppel, Jannick & Tränkler, Timm, 2019. "Modeling energy efficiency insurances and energy performance contracts for a quantitative comparison of risk mitigation potential," Energy Economics, Elsevier, vol. 80(C), pages 842-859.
    2. Sylwia Słupik & Joanna Kos-Łabędowicz & Joanna Trzęsiok, 2021. "Energy-Related Behaviour of Consumers from the Silesia Province (Poland)—Towards a Low-Carbon Economy," Energies, MDPI, vol. 14(8), pages 1-23, April.
    3. Ted C. Peterson & Kacey Tollefson, 2023. "Asian Disease Problem Applied to Climate Change: A Study of the Impact of Framing Risk Preferences Driven by Socio-Economic Indicators for Climate-Change-Related Risks," Businesses, MDPI, vol. 3(1), pages 1-15, February.
    4. Sarah Hafner & Olivia James & Aled Jones, 2019. "A Scoping Review of Barriers to Investment in Climate Change Solutions," Sustainability, MDPI, vol. 11(11), pages 1-19, June.
    5. Baltuttis, Dennik & Töppel, Jannick & Tränkler, Timm & Wiethe, Christian, 2020. "Managing the risks of energy efficiency insurances in a portfolio context: An actuarial diversification approach," International Review of Financial Analysis, Elsevier, vol. 68(C).
    6. Cheng, Minghui & Frangopol, Dan M., 2022. "Life-cycle optimization of structural systems based on cumulative prospect theory: Effects of the reference point and risk attitudes," Reliability Engineering and System Safety, Elsevier, vol. 218(PA).
    7. Good, Nicholas, 2019. "Using behavioural economic theory in modelling of demand response," Applied Energy, Elsevier, vol. 239(C), pages 107-116.
    8. Xie, Fei & Liu, Nawei & Jin, Mingzhou & Lin, Zhenhong, 2019. "Impacts of the consumer heterogeneity in fuel economy valuation on compliance with fuel economy standards," Energy, Elsevier, vol. 177(C), pages 167-174.
    9. Rockstuhl, Sebastian & Wenninger, Simon & Wiethe, Christian & Ahlrichs, Jakob, 2022. "The influence of risk perception on energy efficiency investments: Evidence from a German survey," Energy Policy, Elsevier, vol. 167(C).
    10. Ahlrichs, Jakob & Rockstuhl, Sebastian & Tränkler, Timm & Wenninger, Simon, 2020. "The impact of political instruments on building energy retrofits: A risk-integrated thermal Energy Hub approach," Energy Policy, Elsevier, vol. 147(C).
    11. Rockstuhl, Sebastian & Wenninger, Simon & Wiethe, Christian & Häckel, Björn, 2021. "Understanding the risk perception of energy efficiency investments: Investment perspective vs. energy bill perspective," Energy Policy, Elsevier, vol. 159(C).
    12. José Rafael Lopes & Salvador Ávila & Ricardo Kalid & Jorge Laureano Moya Rodríguez, 2018. "Energy Efficiency Improvement in Non-Intensive Energy Enterprises: A Framework Proposal," Energies, MDPI, vol. 11(5), pages 1-16, May.
    13. Wiethe, Christian & Wenninger, Simon, 2023. "The influence of building energy performance prediction accuracy on retrofit rates," Energy Policy, Elsevier, vol. 177(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. Rockstuhl, Sebastian & Wenninger, Simon & Wiethe, Christian & Häckel, Björn, 2021. "Understanding the risk perception of energy efficiency investments: Investment perspective vs. energy bill perspective," Energy Policy, Elsevier, vol. 159(C).
    2. Todd D. Gerarden & Richard G. Newell & Robert N. Stavins, 2017. "Assessing the Energy-Efficiency Gap," Journal of Economic Literature, American Economic Association, vol. 55(4), pages 1486-1525, December.
    3. Schleich, Joachim & Gassmann, Xavier & Faure, Corinne & Meissner, Thomas, 2016. "Making the implicit explicit: A look inside the implicit discount rate," Energy Policy, Elsevier, vol. 97(C), pages 321-331.
    4. Samdruk Dharshing & Stefanie Lena Hille, 2017. "The Energy Paradox Revisited: Analyzing the Role of Individual Differences and Framing Effects in Information Perception," Journal of Consumer Policy, Springer, vol. 40(4), pages 485-508, December.
    5. Laura Abrardi, 2019. "Behavioral barriers and the energy efficiency gap: a survey of the literature," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(1), pages 25-43, March.
    6. Ramos, A. & Gago, A. & Labandeira, X. & Linares, P., 2015. "The role of information for energy efficiency in the residential sector," Energy Economics, Elsevier, vol. 52(S1), pages 17-29.
    7. F. Knobloch & J. -F. Mercure, 2016. "The behavioural aspect of green technology investments: a general positive model in the context of heterogeneous agents," Papers 1603.06888, arXiv.org.
    8. Costa-Campi, María Teresa & García-Quevedo, José & Segarra, Agustí, 2015. "Energy efficiency determinants: An empirical analysis of Spanish innovative firms," Energy Policy, Elsevier, vol. 83(C), pages 229-239.
    9. Committee, Nobel Prize, 2017. "Richard H. Thaler: Integrating Economics with Psychology," Nobel Prize in Economics documents 2017-1, Nobel Prize Committee.
    10. Costa-Campi, María Teresa & García-Quevedo, José & Segarra, Agustí, 2015. "Energy efficiency determinants: An empirical analysis of Spanish innovative firms," Energy Policy, Elsevier, vol. 83(C), pages 229-239.
    11. Cagno, E. & Worrell, E. & Trianni, A. & Pugliese, G., 2013. "A novel approach for barriers to industrial energy efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 290-308.
    12. Heutel, Garth, 2019. "Prospect theory and energy efficiency," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 236-254.
    13. Trotta, Gianluca, 2018. "Factors affecting energy-saving behaviours and energy efficiency investments in British households," Energy Policy, Elsevier, vol. 114(C), pages 529-539.
    14. Richard G. Newell & Juha Siikamäki, 2014. "Nudging Energy Efficiency Behavior: The Role of Information Labels," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(4), pages 555-598.
    15. Eduard Marinov, 2017. "The 2017 Nobel Prize in Economics," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 6, pages 117-159.
    16. Heather Klemick & Elizabeth Kopits & Keith Sargent & Ann Wolverton, 2014. "Heavy-Duty Trucks and the Energy Efficiency Paradox," NCEE Working Paper Series 201402, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Jan 2014.
    17. Hobman, Elizabeth V. & Frederiks, Elisha R. & Stenner, Karen & Meikle, Sarah, 2016. "Uptake and usage of cost-reflective electricity pricing: Insights from psychology and behavioural economics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 455-467.
    18. Sommerfeldt, Nelson & Lemoine, Ida & Madani, Hatef, 2022. "Hide and seek: The supply and demand of information for household solar photovoltaic investment," Energy Policy, Elsevier, vol. 161(C).
    19. Burlinson, Andrew & Giulietti, Monica & Battisti, Giuliana, 2018. "Technology adoption, consumer inattention and heuristic decision-making: Evidence from a UK district heating scheme," Research Policy, Elsevier, vol. 47(10), pages 1873-1886.
    20. Li, Jia & Just, Richard E., 2018. "Modeling household energy consumption and adoption of energy efficient technology," Energy Economics, Elsevier, vol. 72(C), pages 404-415.

    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:eee:enepol:v:111:y:2017:i:c:p:414-426. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/enpol .

    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.