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Can self-set goals encourage resource conservation? Field experimental evidence from a smartphone app

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  • Löschel, Andreas
  • Rodemeier, Matthias
  • Werthschulte, Madeline

Abstract

This study leverages a large RCT to examine the potential of goal-setting nudges to encourage resource conservation at scale. We randomize a feature that allows subjects to set themselves energy consumption targets in a popular smartphone app. We document negative effects of the nudge on app utilization and estimate null effects on energy consumption with confidence intervals that rule out estimates from observational studies. A complementary survey identifies the mechanisms underlying these behavioral responses. Using a structural model and random variation of the app’s price, we estimate that the average user is willing to pay 7.41 EUR to avoid the nudge.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:eecrev:v:160:y:2023:i:c:s0014292123002404
    DOI: 10.1016/j.euroecorev.2023.104612
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    as
    1. Andor, Mark A. & Gerster, Andreas & Peters, Jörg, 2022. "Information campaigns for residential energy conservation," European Economic Review, Elsevier, vol. 144(C).
    2. 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.
    3. Adam Booij & Bernard Praag & Gijs Kuilen, 2010. "A parametric analysis of prospect theory’s functionals for the general population," Theory and Decision, Springer, vol. 68(1), pages 115-148, February.
    4. Stefano DellaVigna & Elizabeth Linos, 2022. "RCTs to Scale: Comprehensive Evidence From Two Nudge Units," Econometrica, Econometric Society, vol. 90(1), pages 81-116, January.
    5. Hunt Allcott, 2015. "Site Selection Bias in Program Evaluation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(3), pages 1117-1165.
    6. 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.
    7. Harding, Matthew & Hsiaw, Alice, 2014. "Goal setting and energy conservation," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 209-227.
    8. Charness, Gary & Gneezy, Uri & Halladay, Brianna, 2016. "Experimental methods: Pay one or pay all," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PA), pages 141-150.
    9. Omar Al-Ubaydli & John A. List & Dana Suskind, 2019. "The Science of Using Science: Towards an Understanding of the Threats to Scaling Experiments," NBER Working Papers 25848, National Bureau of Economic Research, Inc.
    10. Alec Brandon & Christopher Clapp & John List & Robert Metcalfe & Michael Price, 2022. "The Human Perils of Scaling Smart Technologies: Evidence from Field Experiments," Framed Field Experiments 00762, The Field Experiments Website.
    11. Rodemeier, Matthias, 2023. "Willingness to Pay for Carbon Mitigation: Field Evidence from the Market for Carbon Offsets," IZA Discussion Papers 15939, Institute of Labor Economics (IZA).
    12. Alexander K. Koch & Julia Nafziger, 2019. "Correlates of Narrow Bracketing," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(4), pages 1441-1472, October.
    13. Matthias Rodemeier & Andreas Löschel, 2020. "The Welfare Effects of Persuasion and Taxation: Theory and Evidence from the Field," CESifo Working Paper Series 8259, CESifo.
    14. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David B. Huffman & Uwe Sunde, 2017. "Global Evidence on Economic Preferences," NBER Working Papers 23943, National Bureau of Economic Research, Inc.
    15. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1082-1095, October.
    16. John List & Matthias Rodemeier & Sutanuka Roy & Gregory Sun, 2022. "Judging Nudging: Understanding the Welfare Effects of Nudges Versus Taxes," Framed Field Experiments 00765, The Field Experiments Website.
    17. Hsiaw, Alice, 2013. "Goal-setting and self-control," Journal of Economic Theory, Elsevier, vol. 148(2), pages 601-626.
    18. Taisuke Imai & Tom A Rutter & Colin F Camerer, 2021. "Meta-Analysis of Present-Bias Estimation using Convex Time Budgets," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1788-1814.
    19. Alexander K. Koch & Julia Nafziger, 2011. "Self‐regulation through Goal Setting," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113(1), pages 212-227, March.
    20. 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.
    21. 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.
    22. 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..
    23. Stefano DellaVigna, 2018. "Structural Behavioral Economics," NBER Working Papers 24797, National Bureau of Economic Research, Inc.
    24. Carrera, Mariana & Royer, Heather & Stehr, Mark & Sydnor, Justin & Taubinsky, Dmitry, 2018. "The limits of simple implementation intentions: Evidence from a field experiment on making plans to exercise," Journal of Health Economics, Elsevier, vol. 62(C), pages 95-104.
    25. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David Huffman & Uwe Sunde, 2018. "Global Evidence on Economic Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1645-1692.
    26. 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.
    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. Eva Vivalt, 2020. "How Much Can We Generalize From Impact Evaluations?," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3045-3089.
    29. Podsakoff, Philip M. & Farh, Jiing-Lih, 1989. "Effects of feedback sign and credibility on goal setting and task performance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 44(1), pages 45-67, August.
    30. 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.
    31. Milkman, Katherine L. & Beshears, John Leonard & Choi, James J. & Laibson, David I. & Madrian, Brigitte, 2011. "Using Implementation Intentions Prompts to Enhance Influenza Vaccination Rates," Scholarly Articles 8057976, Harvard Kennedy School of Government.
    32. Omar Al-Ubaydli & John A. List & Danielle LoRe & Dana Suskind, 2017. "Scaling for Economists: Lessons from the Non-Adherence Problem in the Medical Literature," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 125-144, Fall.
    33. 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.
    34. Eszter Czibor & David Jimenez‐Gomez & John A. List, 2019. "The Dozen Things Experimental Economists Should Do (More of)," Southern Economic Journal, John Wiley & Sons, vol. 86(2), pages 371-432, October.
    35. José A. Pellerano & Michael K. Price & Steven L. Puller & Gonzalo E. Sánchez, 2017. "Do Extrinsic Incentives Undermine Social Norms? Evidence from a Field Experiment in Energy Conservation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 67(3), pages 413-428, July.
    36. Maribeth Coller & Melonie Williams, 1999. "Eliciting Individual Discount Rates," Experimental Economics, Springer;Economic Science Association, vol. 2(2), pages 107-127, December.
    37. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    38. 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.
    39. Paul J. Ferraro & Juan Jose Miranda & Michael K. Price, 2011. "The Persistence of Treatment Effects with Norm-Based Policy Instruments: Evidence from a Randomized Environmental Policy Experiment," American Economic Review, American Economic Association, vol. 101(3), pages 318-322, May.
    40. Werthschulte, Madeline & Löschel, Andreas, 2021. "On the role of present bias and biased price beliefs in household energy consumption," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
    41. Susanna B. Berkouwer & Joshua T. Dean, 2022. "Credit, Attention, and Externalities in the Adoption of Energy Efficient Technologies by Low-Income Households," American Economic Review, American Economic Association, vol. 112(10), pages 3291-3330, October.
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    More about this item

    Keywords

    Nudging; Goal setting; Field experiments; Scalability; Energy; Behavioral welfare economics; Smartphones;
    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
    • Q49 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Other

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