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Peer-to-peer solar and social rewards: evidence from a field experiment

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  • Carattini, Stefano
  • Gillingham, Kenneth T.
  • Meng, Xiangyu
  • Yoeli, Erez
Abstract
Observability and social rewards have been demonstrated to influence the adoption of pro-social behavior in a variety of contexts. This study implements a field experiment to examine the influence of observability and social rewards in the context of a novel pro-social behavior: peer-to-peer solar. Peer-to-peer solar offers an opportunity to households who cannot have solar on their homes to access solar energy from their neighbors. However, unlike solar installations, peer-to-peer solar is an invisible form of pro-environmental behavior. We implemented a set of randomized campaigns using Facebook ads in the Massachusetts cities of Cambridge and Somerville, in partnership with a peer-to-peer company, which agreed to offer to a subsample of customers the possibility to share “green reports” online, providing shareable information about their greenness. We find that interest in peer-to-peer solar increases by up to 30% when “green reports,” which would make otherwise invisible behavior visible, are mentioned in the ads

Suggested Citation

  • Carattini, Stefano & Gillingham, Kenneth T. & Meng, Xiangyu & Yoeli, Erez, 2022. "Peer-to-peer solar and social rewards: evidence from a field experiment," LSE Research Online Documents on Economics 117361, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:117361
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    1. Eric M. Schwartz & Eric T. Bradlow & Peter S. Fader, 2017. "Customer Acquisition via Display Advertising Using Multi-Armed Bandit Experiments," Marketing Science, INFORMS, vol. 36(4), pages 500-522, July.
    2. Chandra Kiran B. Krishnamurthy & Bengt Kristrom, 2015. "How Large is the Owner-Renter Divide in Energy Efficient Technology? Evidence from an OECD Cross-section," The Energy Journal, , vol. 36(4), pages 85-104, October.
    3. Jean Tirole & Roland Bénabou, 2006. "Incentives and Prosocial Behavior," American Economic Review, American Economic Association, vol. 96(5), pages 1652-1678, December.
    4. Daniel A. Brent & Lata Gangadharan & Anca Mihut & Marie Claire Villeval, 2019. "Taxation, redistribution, and observability in social dilemmas," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 21(5), pages 826-846, October.
    5. Laura-Lucia Richter, 2013. "Social Effects in the Diffusion of Solar Photovoltaic Technology in the UK," Working Papers EPRG 1332, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    6. Hongshuang (Alice) Li & P. K. Kannan & Siva Viswanathan & Abhishek Pani, 2016. "Attribution Strategies and Return on Keyword Investment in Paid Search Advertising," Marketing Science, INFORMS, vol. 35(6), pages 831-848, November.
    7. Ellingsen, Tore & Johannesson, Magnus, 2011. "Conspicuous generosity," Journal of Public Economics, Elsevier, vol. 95(9), pages 1131-1143.
    8. Andreoni, James & Petrie, Ragan, 2004. "Public goods experiments without confidentiality: a glimpse into fund-raising," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1605-1623, July.
    9. Spencer, Gwen & Carattini, Stefano & Howarth, Richard B., 2019. "Short-term Interventions for Long-term Change: Spreading Stable Green Norms in Networks," Review of Behavioral Economics, now publishers, vol. 6(1), pages 53-93, February.
    10. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    11. 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.
    12. Khadjavi, Menusch & Lange, Andreas & Nicklisch, Andreas, 2014. "The Social Value of Transparency and Accountability: Experimental Evidence from Asymmetric Public Good Games," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100512, Verein für Socialpolitik / German Economic Association.
    13. Omar Al‐Ubaydli & John A. List & Dana Suskind, 2020. "2017 Klein Lecture: The Science Of Using Science: Toward An Understanding Of The Threats To Scalability," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(4), pages 1387-1409, November.
    14. Marcello Graziano & Kenneth Gillingham, 2015. "Spatial patterns of solar photovoltaic system adoption: The influence of neighbors and the built environment," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 815-839.
    15. Rand, David Gertler & Dreber, Anna & Fudenberg, Drew & Ellingson, Tore & Nowak, Martin A., 2009. "Positive Interactions Promote Public Cooperation," Scholarly Articles 3804483, Harvard University Department of Economics.
    16. Severin Borenstein & Lucas W. Davis, 2016. "The Distributional Effects of US Clean Energy Tax Credits," Tax Policy and the Economy, University of Chicago Press, vol. 30(1), pages 191-234.
    17. Soetevent, Adriaan R., 2005. "Anonymity in giving in a natural context--a field experiment in 30 churches," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2301-2323, December.
    18. Carattini, Stefano & Blasch, Julia, 2024. "Nudging when the descriptive norm is low: Evidence from a carbon offsetting field experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 110(C).
    19. Stefano Carattini & Simon Levin & Alessandro Tavoni, 2019. "Cooperation in the Climate Commons," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(2), pages 227-247.
    20. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2014. "Examining the Impact of Ranking on Consumer Behavior and Search Engine Revenue," Management Science, INFORMS, vol. 60(7), pages 1632-1654, July.
    21. Van den Poel, Dirk & Buckinx, Wouter, 2005. "Predicting online-purchasing behaviour," European Journal of Operational Research, Elsevier, vol. 166(2), pages 557-575, October.
    22. Laura-Lucia Richter, 2013. "Social Effects in the Diffusion of solar Photovoltaic Technology in the UK," Cambridge Working Papers in Economics 1357, Faculty of Economics, University of Cambridge.
    23. Chandra Kiran B. Krishnamurthy and Bengt Kriström, 2015. "How large is the Owner-Renter Divide in Energy Efficient Technology? Evidence from an OECD cross-section," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    24. Andrea Baranzini, Stefano Carattini, Martin Peclat, 2017. "What drives social contagion in the adoption of solar photovoltaic technology," GRI Working Papers 270, Grantham Research Institute on Climate Change and the Environment.
    25. Alan L. Montgomery & Shibo Li & Kannan Srinivasan & John C. Liechty, 2004. "Modeling Online Browsing and Path Analysis Using Clickstream Data," Marketing Science, INFORMS, vol. 23(4), pages 579-595, November.
    26. James Andreoni & B. Douglas Bernheim, 2009. "Social Image and the 50-50 Norm: A Theoretical and Experimental Analysis of Audience Effects," Econometrica, Econometric Society, vol. 77(5), pages 1607-1636, September.
    27. Martin A. Nowak & Karl Sigmund, 1998. "Evolution of indirect reciprocity by image scoring," Nature, Nature, vol. 393(6685), pages 573-577, June.
    28. James Andreoni & Nikos Nikiforakis & Simon Siegenthaler, 2021. "Predicting social tipping and norm change in controlled experiments," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(16), pages 2014893118-, April.
    29. George A. Akerlof, 1980. "A Theory of Social Custom, of which Unemployment may be One Consequence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 94(4), pages 749-775.
    30. Omar Al-Ubaydli & John A. List & Dana L. Suskind, 2017. "What Can We Learn from Experiments? Understanding the Threats to the Scalability of Experimental Results," American Economic Review, American Economic Association, vol. 107(5), pages 282-286, May.
    31. Tore Ellingsen & Magnus Johannesson, 2008. "Pride and Prejudice: The Human Side of Incentive Theory," American Economic Review, American Economic Association, vol. 98(3), pages 990-1008, June.
    32. M.A. Nowak & K. Sigmund, 1998. "Evolution of Indirect Reciprocity by Image Scoring/ The Dynamics of Indirect Reciprocity," Working Papers ir98040, International Institute for Applied Systems Analysis.
    33. Joshua D. Angrist, 1998. "Estimating the Labor Market Impact of Voluntary Military Service Using Social Security Data on Military Applicants," Econometrica, Econometric Society, vol. 66(2), pages 249-288, March.
    34. Andor, Mark A. & Gerster, Andreas & Peters, Jörg & Schmidt, Christoph M., 2020. "Social Norms and Energy Conservation Beyond the US," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    35. Adriaan Soetevent, 2005. "Anonymity in giving in a natural context-a field experiment in thirty churches," Framed Field Experiments 00198, The Field Experiments Website.
    36. Sousa, Tiago & Soares, Tiago & Pinson, Pierre & Moret, Fabio & Baroche, Thomas & Sorin, Etienne, 2019. "Peer-to-peer and community-based markets: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 367-378.
    37. Rode, Johannes & Weber, Alexander, 2016. "Does localized imitation drive technology adoption? A case study on rooftop photovoltaic systems in Germany," Journal of Environmental Economics and Management, Elsevier, vol. 78(C), pages 38-48.
    38. Kimberly S. Wolske & Kenneth T. Gillingham & P. Wesley Schultz, 2020. "Peer influence on household energy behaviours," Nature Energy, Nature, vol. 5(3), pages 202-212, March.
    39. Song Yao & Carl F. Mela, 2011. "A Dynamic Model of Sponsored Search Advertising," Marketing Science, INFORMS, vol. 30(3), pages 447-468, 05-06.
    40. Chang Hee Park & Young-Hoon Park, 2016. "Investigating Purchase Conversion by Uncovering Online Visit Patterns," Marketing Science, INFORMS, vol. 35(6), pages 894-914, November.
    41. Cason, Timothy N. & Friesen, Lana & Gangadharan, Lata, 2016. "Regulatory performance of audit tournaments and compliance observability," European Economic Review, Elsevier, vol. 85(C), pages 288-306.
    42. Ferraro, Paul J. & Miranda, Juan José, 2013. "Heterogeneous treatment effects and mechanisms in information-based environmental policies: Evidence from a large-scale field experiment," Resource and Energy Economics, Elsevier, vol. 35(3), pages 356-379.
    43. Crago, Christine Lasco & Chernyakhovskiy, Ilya, 2017. "Are policy incentives for solar power effective? Evidence from residential installations in the Northeast," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 132-151.
    44. Dan Ariely & Anat Bracha & Stephan Meier, 2009. "Doing Good or Doing Well? Image Motivation and Monetary Incentives in Behaving Prosocially," American Economic Review, American Economic Association, vol. 99(1), pages 544-555, March.
    45. Gordon T. Kraft-Todd & Bryan Bollinger & Kenneth Gillingham & Stefan Lamp & David G. Rand, 2018. "Credibility-enhancing displays promote the provision of non-normative public goods," Nature, Nature, vol. 563(7730), pages 245-248, November.
    46. Blanco, Luisa R. & Rodriguez, Luis M., 2020. "Delivering information about retirement saving among Hispanic women: two Facebook experiments," Behavioural Public Policy, Cambridge University Press, vol. 4(3), pages 343-369, November.
    47. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 715-753.
    48. Severin Borenstein, 2017. "Private Net Benefits of Residential Solar PV: The Role of Electricity Tariffs, Tax Incentives, and Rebates," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(S1), pages 85-122.
    49. Yael Parag & Benjamin K. Sovacool, 2016. "Electricity market design for the prosumer era," Nature Energy, Nature, vol. 1(4), pages 1-6, April.
    50. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1082-1095, October.
    51. Andreoni, James, 1990. "Impure Altruism and Donations to Public Goods: A Theory of Warm-Glow Giving?," Economic Journal, Royal Economic Society, vol. 100(401), pages 464-477, June.
    52. Rode, Johannes & Weber, Alexander, 2016. "Does localized imitation drive technology adoption? A case study on rooftop photovoltaic systems in Germany," Journal of Environmental Economics and Management, Elsevier, vol. 78(C), pages 38-48.
    53. Penelope Buckley, 2020. "Prices, information and nudges for residential electricity conservation : A meta-analysis," Post-Print hal-02500507, HAL.
    54. Sexton, Steven E. & Sexton, Alison L., 2014. "Conspicuous conservation: The Prius halo and willingness to pay for environmental bona fides," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 303-317.
    55. Bryan Bollinger & Kenneth Gillingham & A. Justin Kirkpatrick & Steven Sexton, 2022. "Visibility and Peer Influence in Durable Good Adoption," Marketing Science, INFORMS, vol. 41(3), pages 453-476, May.
    56. Charles Noussair & Steven Tucker, 2007. "Public Observability of Decisions and Voluntary Contributions in a Multiperiod Context," Public Finance Review, , vol. 35(2), pages 176-198, March.
    57. Bryan Bollinger & Kenneth Gillingham, 2012. "Peer Effects in the Diffusion of Solar Photovoltaic Panels," Marketing Science, INFORMS, vol. 31(6), pages 900-912, November.
    58. Rege, Mari & Telle, Kjetil, 2004. "The impact of social approval and framing on cooperation in public good situations," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1625-1644, July.
    59. Ro'ee Levy, 2021. "Social Media, News Consumption, and Polarization: Evidence from a Field Experiment," American Economic Review, American Economic Association, vol. 111(3), pages 831-870, March.
    60. Hahnel, Ulf J.J. & Herberz, Mario & Pena-Bello, Alejandro & Parra, David & Brosch, Tobias, 2020. "Becoming prosumer: Revealing trading preferences and decision-making strategies in peer-to-peer energy communities," Energy Policy, Elsevier, vol. 137(C).
    61. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    62. Buckley, Penelope, 2020. "Prices, information and nudges for residential electricity conservation: A meta-analysis," Ecological Economics, Elsevier, vol. 172(C).
    63. Jean-Michel Glachant and Nicolò Rossetto, 2021. "New Transactions in Electricity: Peer-to-Peer and Peer-to-X," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    64. Lizhen Xu & Jason A. Duan & Andrew Whinston, 2014. "Path to Purchase: A Mutually Exciting Point Process Model for Online Advertising and Conversion," Management Science, INFORMS, vol. 60(6), pages 1392-1412, June.
    65. Felix Creutzig & Peter Agoston & Jan Christoph Goldschmidt & Gunnar Luderer & Gregory Nemet & Robert C. Pietzcker, 2017. "The underestimated potential of solar energy to mitigate climate change," Nature Energy, Nature, vol. 2(9), pages 1-9, September.
    66. Anindya Ghose & Sha Yang, 2009. "An Empirical Analysis of Search Engine Advertising: Sponsored Search in Electronic Markets," Management Science, INFORMS, vol. 55(10), pages 1605-1622, October.
    67. Jonathan M.V. Davis & Jonathan Guryan & Kelly Hallberg & Jens Ludwig, 2017. "The Economics of Scale-Up," NBER Working Papers 23925, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Carattini, Stefano & Blasch, Julia, 2024. "Nudging when the descriptive norm is low: Evidence from a carbon offsetting field experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 110(C).
    2. Guy Aridor & Rafael Jiménez-Durán & Ro'ee Levy & Lena Song, 2024. "Experiments on Social Media," CESifo Working Paper Series 11275, CESifo.

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    More about this item

    Keywords

    Peer to peer solar; pro-environmental behavior; social rewards; visibility; Facebook;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • Q20 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - General

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