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Real-Time Feedback and Social Comparison Reports Impact Resource Use and Welfare: Evidence From a Field Experiment

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  • Mark A. Andor
  • Lorenz Goette
  • Michael K. Price
  • Anna Schulze-Tilling
  • Lukas Tomberg

Abstract

We compare the behavior and welfare effects of two popular behavioral interventions for resource conservation. The first intervention is social comparison reports (SC), primarily providing consumers with information motivating behavioral change. The second intervention is real-time feedback (RTF), primarily providing consumers with information facilitating behavioral change. In a field experiment with around 1,000 participants, SC reduces water and energy use per shower by 9.4%, RTF by 28.8%, and the combination of both interventions by 35.0%. Participants’ willingness to pay for RTF and the combination is higher than for SC. We find that all interventions enhance welfare.

Suggested Citation

  • Mark A. Andor & Lorenz Goette & Michael K. Price & Anna Schulze-Tilling & Lukas Tomberg, 2025. "Real-Time Feedback and Social Comparison Reports Impact Resource Use and Welfare: Evidence From a Field Experiment," CRC TR 224 Discussion Paper Series crctr224_2025_651, University of Bonn and University of Mannheim, Germany.
  • Handle: RePEc:bon:boncrc:crctr224_2025_651
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    File URL: https://www.crctr224.de/research/discussion-papers/archive/dp651
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    1. Stefano DellaVigna & John A. List & Ulrike Malmendier, 2012. "Testing for Altruism and Social Pressure in Charitable Giving," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 1-56.
    2. Kleven, Henrik Jacobsen & Kreiner, Claus Thustrup, 2006. "The marginal cost of public funds: Hours of work versus labor force participation," Journal of Public Economics, Elsevier, vol. 90(10-11), pages 1955-1973, November.
    3. Dmitry Taubinsky & Alex Rees-Jones, 2018. "Attention Variation and Welfare: Theory and Evidence from a Tax Salience Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(4), pages 2462-2496.
    4. Verena Tiefenbeck & Anselma Wörner & Samuel Schöb & Elgar Fleisch & Thorsten Staake, 2019. "Real-time feedback promotes energy conservation in the absence of volunteer selection bias and monetary incentives," Nature Energy, Nature, vol. 4(1), pages 35-41, January.
    5. Goette, Lorenz & Gerster, Andreas & Andor, Mark, 2020. "Disaggregate Consumption Feedback and Energy Conservation," CEPR Discussion Papers 14954, C.E.P.R. Discussion Papers.
    6. Michael D. Grubb, 2009. "Selling to Overconfident Consumers," American Economic Review, American Economic Association, vol. 99(5), pages 1770-1807, December.
    7. 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.
    8. Koichiro Ito, 2014. "Do Consumers Respond to Marginal or Average Price? Evidence from Nonlinear Electricity Pricing," American Economic Review, American Economic Association, vol. 104(2), pages 537-563, February.
    9. Michael D. Grubb & Matthew Osborne, 2015. "Cellular Service Demand: Biased Beliefs, Learning, and Bill Shock," American Economic Review, American Economic Association, vol. 105(1), pages 234-271, January.
    10. Xavier Gabaix & David Laibson, 2018. "Shrouded attributes, consumer myopia and information suppression in competitive markets," Chapters, in: Victor J. Tremblay & Elizabeth Schroeder & Carol Horton Tremblay (ed.), Handbook of Behavioral Industrial Organization, chapter 3, pages 40-74, Edward Elgar Publishing.
    11. 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.
    12. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    13. Hunt Allcott & Judd B. Kessler, 2019. "The Welfare Effects of Nudges: A Case Study of Energy Use Social Comparisons," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 236-276, January.
    14. Luigi Butera & Robert Metcalfe & William Morrison & Dmitry Taubinsky, 2022. "Measuring the Welfare Effects of Shame and Pride," American Economic Review, American Economic Association, vol. 112(1), pages 122-168, January.
    15. Mongin, Philippe & Cozic, Mikaël, 2018. "Rethinking nudge: not one but three concepts," Behavioural Public Policy, Cambridge University Press, vol. 2(1), pages 107-124, May.
    16. Fang, Ximeng & Goette, Lorenz & Rockenbach, Bettina & Sutter, Matthias & Tiefenbeck, Verena & Schoeb, Samuel & Staake, Thorsten, 2023. "Complementarities in behavioral interventions: Evidence from a field experiment on resource conservation," Journal of Public Economics, Elsevier, vol. 228(C).
    17. 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).
    18. Stefano Dellavigna & Joshua M. Pollet, 2009. "Investor Inattention and Friday Earnings Announcements," Journal of Finance, American Finance Association, vol. 64(2), pages 709-749, April.
    19. Jachimowicz, Jon M. & Duncan, Shannon & Weber, Elke U. & Johnson, Eric J., 2019. "When and why defaults influence decisions: a meta-analysis of default effects," Behavioural Public Policy, Cambridge University Press, vol. 3(2), pages 159-186, November.
    20. Brülisauer, Marcel & Goette, Lorenz & Jiang, Zhengyi & Schmitz, Jan & Schubert, Renate, 2020. "Appliance-specific feedback and social comparisons: Evidence from a field experiment on energy conservation," Energy Policy, Elsevier, vol. 145(C).
    21. John A List & Ian Muirex & Devin Pope & Gregory Sun, 2023. "Left-Digit Bias at Lyft," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 3186-3237.
    22. Lorenz Goette & Ching Leong & Neng Qian, 2019. "Motivating household water conservation: A field experiment in Singapore," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-15, March.
    23. Nicola Lacetera & Devin G. Pope & Justin R. Sydnor, 2012. "Heuristic Thinking and Limited Attention in the Car Market," American Economic Review, American Economic Association, vol. 102(5), pages 2206-2236, August.
    24. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1082-1095, October.
    25. Congiu, Luca & Moscati, Ivan, 2020. "Message and Environment: a framework for nudges and choice architecture," Behavioural Public Policy, Cambridge University Press, vol. 4(1), pages 71-87, March.
    26. Paul J. Ferraro & Michael K. Price, 2013. "Using Nonpecuniary Strategies to Influence Behavior: Evidence from a Large-Scale Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 64-73, March.
    27. Stefano Dellavigna & John A. List & Ulrike Malmendier & Gautam Rao, 2017. "Voting to Tell Others," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 143-181.
    28. Claudia F. Nisa & Jocelyn J. Bélanger & Birga M. Schumpe & Daiane G. Faller, 2019. "Meta-analysis of randomised controlled trials testing behavioural interventions to promote household action on climate change," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
    29. Löschel, Andreas & Rodemeier, Matthias & Werthschulte, Madeline, 2023. "Can self-set goals encourage resource conservation? Field experimental evidence from a smartphone app," European Economic Review, Elsevier, vol. 160(C).
    30. Daniel A. Brent & Joseph H. Cook & Skylar Olsen, 2015. "Social Comparisons, Household Water Use, and Participation in Utility Conservation Programs: Evidence from Three Randomized Trials," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(4), pages 597-627.
    31. Romain Cadario & Pierre Chandon, 2020. "Which Healthy Eating Nudges Work Best? A Meta-Analysis of Field Experiments," Marketing Science, INFORMS, vol. 39(3), pages 465-486, May.
    32. 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.
    33. Tali Sharot & Cass R. Sunstein, 2020. "How people decide what they want to know," Nature Human Behaviour, Nature, vol. 4(1), pages 14-19, January.
    34. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    35. Verena Tiefenbeck & Lorenz Goette & Kathrin Degen & Vojkan Tasic & Elgar Fleisch & Rafael Lalive & Thorsten Staake, 2018. "Overcoming Salience Bias: How Real-Time Feedback Fosters Resource Conservation," Management Science, INFORMS, vol. 64(3), pages 1458-1476, March.
    36. Jennifer Brown & Tanjim Hossain & John Morgan, 2010. "Shrouded Attributes and Information Suppression: Evidence from the Field," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 859-876.
    37. Andor, Mark A. & Fels, Katja M., 2018. "Behavioral Economics and Energy Conservation – A Systematic Review of Non-price Interventions and Their Causal Effects," Ecological Economics, Elsevier, vol. 148(C), pages 178-210.
    38. Tarun M. Khanna & Giovanni Baiocchi & Max Callaghan & Felix Creutzig & Horia Guias & Neal R. Haddaway & Lion Hirth & Aneeque Javaid & Nicolas Koch & Sonja Laukemper & Andreas Löschel & Maria del Mar Z, 2021. "A multi-country meta-analysis on the role of behavioural change in reducing energy consumption and CO2 emissions in residential buildings," Nature Energy, Nature, vol. 6(9), pages 925-932, September.
    39. Koichiro Ito & Takanori Ida & Makoto Tanaka, 2018. "Moral Suasion and Economic Incentives: Field Experimental Evidence from Energy Demand," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 240-267, February.
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    More about this item

    Keywords

    Resource Conservation; Welfare; Real-time Feedback; Social Comparison; Behavioral Intervention; Field Experiment;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • Q25 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Water

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