IDEAS home Printed from https://ideas.repec.org/a/eee/enepol/v163y2022ics0301421522000489.html
   My bibliography  Save this article

Modelling thermal insulation investment choice in the EU via a behaviourally informed agent-based model

Author

Listed:
  • Chersoni, Giulia
  • DellaValle, Nives
  • Fontana, Magda

Abstract

In spite of the established importance that retrofitting the existing building stock has in decreasing end-use carbon emissions and of the large availability of policies aimed at financially supporting renovations, investments in the residential sector remain below the optimal levels. The paper proposes an encompassing theoretical framework that merges economic, behavioural and social motives and suggests diverse policy instruments to promote retrofitting and their appropriate targets. The paper exploits the Consumers Survey data from the Second consumer market study on the functioning of the retail electricity markets for consumers in the EU (2016) to calibrate an agent-based model of the thermal insulation investment choice. The model simulates the investment choice of 19,538 homeowners based on their perceived financial situation and environmental concern, and introduces unobserved networks on which adoption by imitation occurs. We investigate the effect of a financial incentive, a pro-environmental campaign and a norm-based intervention on the adoption rate. Results show that the interplay between economic, behavioural, and social motives produces unexpected outcomes: policies that leverage only one motive are nonetheless affected by the others.

Suggested Citation

  • Chersoni, Giulia & DellaValle, Nives & Fontana, Magda, 2022. "Modelling thermal insulation investment choice in the EU via a behaviourally informed agent-based model," Energy Policy, Elsevier, vol. 163(C).
  • Handle: RePEc:eee:enepol:v:163:y:2022:i:c:s0301421522000489
    DOI: 10.1016/j.enpol.2022.112823
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301421522000489
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.enpol.2022.112823?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. 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.
    2. Apesteguia, Jose & Huck, Steffen & Oechssler, Jorg, 2007. "Imitation--theory and experimental evidence," Journal of Economic Theory, Elsevier, vol. 136(1), pages 217-235, September.
    3. Fischbacher, Urs & Schudy, Simeon & Teyssier, Sabrina, 2021. "Heterogeneous preferences and investments in energy saving measures," Resource and Energy Economics, Elsevier, vol. 63(C).
    4. 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.
    5. Bryan Boulier & Robert Goldfarb, 1998. "On the use and nonuse of surveys in economics," Journal of Economic Methodology, Taylor & Francis Journals, vol. 5(1), pages 1-21.
    6. 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.
    7. repec:pri:rpdevs:deaton_price_indexes_inequality_and_the_measurement_of_world_poverty_aer. is not listed on IDEAS
    8. 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.
    9. Armin Falk & James J. Heckman, 2009. "Lab Experiments are a Major Source of Knowledge in the Social Sciences," Working Papers 200935, Geary Institute, University College Dublin.
    10. Bashiri, Ali & Alizadeh, Sasan H., 2018. "The analysis of demographics, environmental and knowledge factors affecting prospective residential PV system adoption: A study in Tehran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 3131-3139.
    11. Jean Tirole & Roland Bénabou, 2006. "Incentives and Prosocial Behavior," American Economic Review, American Economic Association, vol. 96(5), pages 1652-1678, December.
    12. Roland Bénabou & Jean Tirole, 2011. "Identity, Morals, and Taboos: Beliefs as Assets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 805-855.
    13. 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.
    14. 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.
    15. Laurel Evans & Gregory R. Maio & Adam Corner & Carl J. Hodgetts & Sameera Ahmed & Ulrike Hahn, 2013. "Self-interest and pro-environmental behaviour," Nature Climate Change, Nature, vol. 3(2), pages 122-125, February.
    16. Oriana Bandiera & Imran Rasul, 2006. "Social Networks and Technology Adoption in Northern Mozambique," Economic Journal, Royal Economic Society, vol. 116(514), pages 869-902, October.
    17. Kjell Arne Brekke & Olof Johansson-Stenman, 2008. "The behavioural economics of climate change," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(2), pages 280-297, Summer.
    18. Bartiaux, Françoise & Schmidt, Luísa & Horta, Ana & Correia, Augusta, 2016. "Social diffusion of energy-related practices and representations: Patterns and policies in Portugal and Belgium," Energy Policy, Elsevier, vol. 88(C), pages 413-421.
    19. Sofia Tsemekidi Tzeiranaki & Paolo Bertoldi & Francesca Diluiso & Luca Castellazzi & Marina Economidou & Nicola Labanca & Tiago Ribeiro Serrenho & Paolo Zangheri, 2019. "Analysis of the EU Residential Energy Consumption: Trends and Determinants," Energies, MDPI, vol. 12(6), pages 1-27, March.
    20. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    21. Achtnicht, Martin, 2011. "Do environmental benefits matter? Evidence from a choice experiment among house owners in Germany," Ecological Economics, Elsevier, vol. 70(11), pages 2191-2200, September.
    22. 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.
    23. 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.
    24. Trotta, Gianluca, 2018. "Factors affecting energy-saving behaviours and energy efficiency investments in British households," Energy Policy, Elsevier, vol. 114(C), pages 529-539.
    25. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1082-1095, October.
    26. Steve Sorrell & Eoin O’Malley, 2004. "The Economics of Energy Efficiency," Books, Edward Elgar Publishing, number 2607.
    27. Dütschke, Elisabeth & Frondel, Manuel & Schleich, Joachim & Vance, Colin, 2018. "Moral licensing: Another source of rebound?," Ruhr Economic Papers 747, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    28. Roland Benabou & Jean Tirole, 2011. "Laws and Norms," NBER Working Papers 17579, National Bureau of Economic Research, Inc.
    29. Angus Deaton, 2010. "Price Indexes, Inequality, and the Measurement of World Poverty," American Economic Review, American Economic Association, vol. 100(1), pages 5-34, March.
    30. Cristina Bicchieri & Eugen Dimant, 2022. "Nudging with care: the risks and benefits of social information," Public Choice, Springer, vol. 191(3), pages 443-464, June.
    31. Drews, Stefan & Exadaktylos, Filippos & van den Bergh, Jeroen C.J.M., 2020. "Assessing synergy of incentives and nudges in the energy policy mix," Energy Policy, Elsevier, vol. 144(C).
    32. Alexander Maki & Amanda R. Carrico & Kaitlin T. Raimi & Heather Barnes Truelove & Brandon Araujo & Kam Leung Yeung, 2019. "Meta-analysis of pro-environmental behaviour spillover," Nature Sustainability, Nature, vol. 2(4), pages 307-315, April.
    33. repec:pri:rpdevs:presidential%20address%2017january%202010%20all.pdf is not listed on IDEAS
    34. Richard Carson & Theodore Groves, 2007. "Incentive and informational properties of preference questions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(1), pages 181-210, May.
    35. Armin Falk & Anke Becker & Thomas Dohmen & David Huffman & Uwe Sunde, 2023. "The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences," Management Science, INFORMS, vol. 69(4), pages 1935-1950, April.
    36. Jon M. Kleinberg, 2000. "Navigation in a small world," Nature, Nature, vol. 406(6798), pages 845-845, August.
    37. Berger, Tania & Höltl, Andrea, 2019. "Thermal insulation of rental residential housing: Do energy poor households benefit? A case study in Krems, Austria," Energy Policy, Elsevier, vol. 127(C), pages 341-349.
    38. H. Peyton Young, 2009. "Innovation Diffusion in Heterogeneous Populations: Contagion, Social Influence, and Social Learning," American Economic Review, American Economic Association, vol. 99(5), pages 1899-1924, December.
    39. Urban, Jan & Ščasný, Milan, 2012. "Exploring domestic energy-saving: The role of environmental concern and background variables," Energy Policy, Elsevier, vol. 47(C), pages 69-80.
    40. Bergek, Anna & Mignon, Ingrid, 2017. "Motives to adopt renewable electricity technologies: Evidence from Sweden," Energy Policy, Elsevier, vol. 106(C), pages 547-559.
    41. Marianne Bertrand & Sendhil Mullainathan & Eldar Shafir, 2004. "A Behavioral-Economics View of Poverty," American Economic Review, American Economic Association, vol. 94(2), pages 419-423, May.
    42. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    43. Rosalia Filippini & Maria Elena Marescotti & Eugenio Demartini & Anna Gaviglio, 2020. "Social Networks as Drivers for Technology Adoption: A Study from a Rural Mountain Area in Italy," Sustainability, MDPI, vol. 12(22), pages 1-18, November.
    44. Lunn, Peter D. & Nã Choisdealbha, Ã Ine, 2018. "The case for laboratory experiments in behavioural public policy," Behavioural Public Policy, Cambridge University Press, vol. 2(1), pages 22-40, May.
    45. Garance Genicot & Debraj Ray, 2017. "Aspirations and Inequality," Econometrica, Econometric Society, vol. 85, pages 489-519, March.
    46. Melvin, Jesse, 2018. "The split incentives energy efficiency problem: Evidence of underinvestment by landlords," Energy Policy, Elsevier, vol. 115(C), pages 342-352.
    47. Luigi Mittone & Matteo Ploner, 2011. "Peer pressure, social spillovers, and reciprocity: an experimental analysis," Experimental Economics, Springer;Economic Science Association, vol. 14(2), pages 203-222, May.
    48. Beretta, Elena & Fontana, Magda & Guerzoni, Marco & Jordan, Alexander, 2018. "Cultural dissimilarity: Boon or bane for technology diffusion?," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 95-103.
    49. Ayllón, Sara & Fusco, Alessio, 2017. "Are income poverty and perceptions of financial difficulties dynamically interrelated?," Journal of Economic Psychology, Elsevier, vol. 61(C), pages 103-114.
    50. Schleich, Joachim, 2019. "Energy efficient technology adoption in low-income households in the European Union – What is the evidence?," Energy Policy, Elsevier, vol. 125(C), pages 196-206.
    51. Galvin, Ray & Sunikka-Blank, Minna, 2016. "Quantification of (p)rebound effects in retrofit policies – Why does it matter?," Energy, Elsevier, vol. 95(C), pages 415-424.
    52. 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).
    53. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    54. Carolina Castilla, 2010. "Subjective Poverty and Reference-Dependence: Income over Time, Aspirations and Reference Groups," WIDER Working Paper Series wp-2010-076, World Institute for Development Economic Research (UNU-WIDER).
    55. Melissa A. Schilling & Corey C. Phelps, 2007. "Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation," Management Science, INFORMS, vol. 53(7), pages 1113-1126, July.
    56. 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.
    57. Moseley, Alice & Stoker, Gerry, 2013. "Nudging citizens? Prospects and pitfalls confronting a new heuristic," Resources, Conservation & Recycling, Elsevier, vol. 79(C), pages 4-10.
    58. Johanna Hornung & Nils C. Bandelow & Colette S. Vogeler, 2019. "Social identities in the policy process," Policy Sciences, Springer;Society of Policy Sciences, vol. 52(2), pages 211-231, June.
    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. Canepa, Alessandra & Chersoni, Giulia & Fontana, Magda, 2023. "The role of environmental and financial motivations in the adoption of energy-saving technologies: Evidence from European Union data," The Quarterly Review of Economics and Finance, Elsevier, vol. 91(C), pages 1-14.
    2. Pratik Mochi & Kartik Pandya & Joao Soares & Zita Vale, 2023. "Optimizing Power Exchange Cost Considering Behavioral Intervention in Local Energy Community," Mathematics, MDPI, vol. 11(10), pages 1-15, May.

    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. 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.
    2. Dalia Streimikiene & Tomas Balezentis & Irena Alebaite, 2020. "Climate Change Mitigation in Households between Market Failures and Psychological Barriers," Energies, MDPI, vol. 13(11), pages 1-21, June.
    3. Canepa, Alessandra & Chersoni, Giulia & Fontana, Magda, 2023. "The role of environmental and financial motivations in the adoption of energy-saving technologies: Evidence from European Union data," The Quarterly Review of Economics and Finance, Elsevier, vol. 91(C), pages 1-14.
    4. Trotta, Gianluca, 2018. "Factors affecting energy-saving behaviours and energy efficiency investments in British households," Energy Policy, Elsevier, vol. 114(C), pages 529-539.
    5. Giraudet, Louis-Gaëtan, 2020. "Energy efficiency as a credence good: A review of informational barriers to energy savings in the building sector," Energy Economics, Elsevier, vol. 87(C).
    6. 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.
    7. 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.
    8. Louis-Gaëtan Giraudet, 2018. "Energy efficiency as a credence good: A review of informational barriers to building energy savings," Working Papers 2018.07, FAERE - French Association of Environmental and Resource Economists.
    9. Fischbacher, Urs & Schudy, Simeon & Teyssier, Sabrina, 2021. "Heterogeneous preferences and investments in energy saving measures," Resource and Energy Economics, Elsevier, vol. 63(C).
    10. 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.
    11. 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.
    12. 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).
    13. d'Adda, Giovanna & Galliera, Arianna & Tavoni, Massimo, 2020. "Urgency and engagement: Empirical evidence from a large-scale intervention on energy use awareness," Journal of Economic Psychology, Elsevier, vol. 81(C).
    14. Belaïd, Fateh & Massié, Camille, 2023. "Driving forward a low-carbon built environment: The impact of energy context and environmental concerns on building renovation," Energy Economics, Elsevier, vol. 124(C).
    15. Matilde Giaccherini & David H. Herberich & David Jimenez-Gomez & John A. List & Giovanni Ponti & Michael K. Price, 2019. "The Behavioralist Goes Door-To-Door: Understanding Household Technological Diffusion Using a Theory-Driven Natural Field Experiment," NBER Working Papers 26173, National Bureau of Economic Research, Inc.
    16. Spandagos, Constantine & Yarime, Masaru & Baark, Erik & Ng, Tze Ling, 2020. "“Triple Target” policy framework to influence household energy behavior: Satisfy, strengthen, include," Applied Energy, Elsevier, vol. 269(C).
    17. Schleich, Joachim & Gassmann, Xavier & Meissner, Thomas & Faure, Corinne, 2019. "A large-scale test of the effects of time discounting, risk aversion, loss aversion, and present bias on household adoption of energy-efficient technologies," Energy Economics, Elsevier, vol. 80(C), pages 377-393.
    18. Anil Markandya & Xavier Labandeira & Ana Ramos, 2013. "Policy Instruments to Foster Energy Efficiency," Working Papers 01-2014, Economics for Energy.
    19. Schleich, Joachim & Gassmann, Xavier & Meissner, Thomas & Faure, Corinne, 2023. "Making the factors underlying the implicit discount rate tangible," Energy Policy, Elsevier, vol. 177(C).
    20. Metcalfe, Robert & Dolan, Paul, 2012. "Behavioural economics and its implications for transport," Journal of Transport Geography, Elsevier, vol. 24(C), pages 503-511.

    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:163:y:2022:i:c:s0301421522000489. 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.