IDEAS home Printed from https://ideas.repec.org/p/feb/natura/00713.html
   My bibliography  Save this paper

Are Economics and Psychology Complements in Household Technology Diffusion? Evidence from a Natural Field Experiment

Author

Listed:
  • Matilde Giaccherini
  • David Herberich
  • David Jimenez-Gomez
  • John List
  • Giovanni Ponti
  • Michael Price

Abstract

This paper uses a field experiment to estimate the effects of prices and social norms on the decision to adopt and efficient technology. We find that prices and social norms influence the adoption and decision along different margins: while prices operate on both the extensive and intensive margins, social norms operate mostly through the extensive margin. This has both positive and normative implications, and suggests that economics and psychology may be strong complements in the diffusion process. To complement the reduced form results, we estimate a structural model that points to important household heterogeneity: whereas some consumers welcome the opportunity to purchase and learn about the new technology, for others the inconvenience and social pressure of the ask results in negative welfare. As a whole, our findings highlight that the design of optimal technological diffusion policies will require multiple instruments and a recognition of household heterogeneity.

Suggested Citation

  • Matilde Giaccherini & David Herberich & David Jimenez-Gomez & John List & Giovanni Ponti & Michael Price, 2020. "Are Economics and Psychology Complements in Household Technology Diffusion? Evidence from a Natural Field Experiment," Natural Field Experiments 00713, The Field Experiments Website.
  • Handle: RePEc:feb:natura:00713
    as

    Download full text from publisher

    File URL: http://s3.amazonaws.com/fieldexperiments-papers2/papers/00713.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Emily Oster & Ira Shoulson & E. Ray Dorsey, 2013. "Optimal Expectations and Limited Medical Testing: Evidence from Huntington Disease," American Economic Review, American Economic Association, vol. 103(2), pages 804-830, April.
    2. John G. Fernald & Charles I. Jones, 2014. "The Future of US Economic Growth," American Economic Review, American Economic Association, vol. 104(5), pages 44-49, May.
    3. 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.
    4. van de Ven, Niels & Zeelenberg, Marcel & van Dijk, Eric, 2005. "Buying and selling exchange goods: Outcome information, curiosity and the endowment effect," Journal of Economic Psychology, Elsevier, vol. 26(3), pages 459-468, June.
    5. Hausman, Jerry A & Wise, David A, 1978. "A Conditional Probit Model for Qualitative Choice: Discrete Decisions Recognizing Interdependence and Heterogeneous Preferences," Econometrica, Econometric Society, vol. 46(2), pages 403-426, March.
    6. Michael K. Price, 2014. "Using field experiments to address environmental externalities and resource scarcity: major lessons learned and new directions for future research," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 30(4), pages 621-638.
    7. Ginger Zhe Jin & Andrew Kato & John A. List, 2010. "That’S News To Me! Information Revelation In Professional Certification Markets," Economic Inquiry, Western Economic Association International, vol. 48(1), pages 104-122, January.
    8. Hunt Allcott & Dmitry Taubinsky, 2015. "Evaluating Behaviorally Motivated Policy: Experimental Evidence from the Lightbulb Market," American Economic Review, American Economic Association, vol. 105(8), pages 2501-2538, August.
    9. Stefano DellaVigna & John A. List & Ulrike Malmendier & Gautam Rao, 2022. "Estimating Social Preferences and Gift Exchange at Work," American Economic Review, American Economic Association, vol. 112(3), pages 1038-1074, March.
    10. 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.
    11. Bronwyn H. Hall, 2004. "Innovation and Diffusion," NBER Working Papers 10212, National Bureau of Economic Research, Inc.
    12. Gary Charness & Dan Levin, 2003. "Bayesian Updating vs. Reinforcement and Affect: A Laboratory Study," Levine's Bibliography 666156000000000180, UCLA Department of Economics.
    13. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    14. David Laibson & Andrea Repetto & Jeremy Tobacman, 2005. "Estimating Discount Functions with Consumption Choices over the Lifecycle," Levine's Bibliography 784828000000000643, UCLA Department of Economics.
    15. 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.
    16. Dean Karlan & John A. List, 2007. "Does Price Matter in Charitable Giving? Evidence from a Large-Scale Natural Field Experiment," American Economic Review, American Economic Association, vol. 97(5), pages 1774-1793, December.
    17. Charles I. Jones, 2002. "Sources of U.S. Economic Growth in a World of Ideas," American Economic Review, American Economic Association, vol. 92(1), pages 220-239, March.
    18. Gerritsen, Aart, 2016. "Optimal taxation when people do not maximize well-being," Journal of Public Economics, Elsevier, vol. 144(C), pages 122-139.
    19. Ernst Fehr & Lorenz Goette, 2007. "Do Workers Work More if Wages Are High? Evidence from a Randomized Field Experiment," American Economic Review, American Economic Association, vol. 97(1), pages 298-317, March.
    20. Xavier Giné & Dean Karlan & Jonathan Zinman, 2010. "Put Your Money Where Your Butt Is: A Commitment Contract for Smoking Cessation," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 213-235, October.
    21. Allcott, Hunt & Mullainathan, Sendhil & Taubinsky, Dmitry, 2014. "Energy policy with externalities and internalities," Journal of Public Economics, Elsevier, vol. 112(C), pages 72-88.
    22. Holladay, Scott & LaRiviere, Jacob & Novgorodsky, David & Price, Michael, 2019. "Prices versus nudges: What matters for search versus purchase of energy investments?," Journal of Public Economics, Elsevier, vol. 172(C), pages 151-173.
    23. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    24. Emily Oster & Rebecca Thornton, 2012. "Determinants Of Technology Adoption: Peer Effects In Menstrual Cup Take-Up," Journal of the European Economic Association, European Economic Association, vol. 10(6), pages 1263-1293, December.
    25. Raj Chetty, 2009. "Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 451-488, May.
    26. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1082-1095, October.
    27. Huck, Steffen & Rasul, Imran, 2011. "Matched fundraising: Evidence from a natural field experiment," Journal of Public Economics, Elsevier, vol. 95(5-6), pages 351-362, June.
    28. List, John A. & Metcalfe, Robert D. & Price, Michael K. & Rundhammer, Florian, 2017. "Harnessing Policy Complementarities to Conserve Energy: Evidence from a Natural Field Experiment," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258139, Agricultural and Applied Economics Association.
    29. Zanella, Giulio & Banerjee, Ritesh, 2016. "Experiencing breast cancer at the workplace," Journal of Public Economics, Elsevier, vol. 134(C), pages 53-66.
    30. Alec Brandon & Paul J. Ferraro & John A. List & Robert D. Metcalfe & Michael K. Price & Florian Rundhammer, 2017. "Do The Effects of Social Nudges Persist? Theory and Evidence from 38 Natural Field Experiments," Experimental Economics Center Working Paper Series 2017-04, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
    31. 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.
    32. 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.
    33. repec:ebl:ecbull:v:3:y:2005:i:32:p:1-8 is not listed on IDEAS
    34. Robert Cialdini, 2007. "Descriptive Social Norms as Underappreciated Sources of Social Control," Psychometrika, Springer;The Psychometric Society, vol. 72(2), pages 263-268, June.
    35. Raj Chetty, 2015. "Behavioral Economics and Public Policy: A Pragmatic Perspective," American Economic Review, American Economic Association, vol. 105(5), pages 1-33, May.
    36. 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.
    37. Tülin Erdem & Michael P. Keane, 1996. "Decision-Making Under Uncertainty: Capturing Dynamic Brand Choice Processes in Turbulent Consumer Goods Markets," Marketing Science, INFORMS, vol. 15(1), pages 1-20.
    38. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    39. Alós-Ferrer, Carlos & García-Segarra, Jaume & Ritschel, Alexander, 2018. "Performance curiosity," Journal of Economic Psychology, Elsevier, vol. 64(C), pages 1-17.
    40. Gary Charness & Uri Gneezy, 2009. "Incentives to Exercise," Econometrica, Econometric Society, vol. 77(3), pages 909-931, May.
    41. repec:feb:framed:0076 is not listed on IDEAS
    42. Allyn Young, 2005. "Increasing Returns and Economic Progress," World Scientific Book Chapters, in: Guang-Zhen Sun (ed.), Readings In The Economics Of The Division Of Labor The Classical Tradition, chapter 23, pages 234-248, World Scientific Publishing Co. Pte. Ltd..
    43. Michael Conlin & Ted O'Donoghue & Timothy J. Vogelsang, 2007. "Projection Bias in Catalog Orders," American Economic Review, American Economic Association, vol. 97(4), pages 1217-1249, September.
    44. Kenneth E. Train, 1998. "Recreation Demand Models with Taste Differences over People," Land Economics, University of Wisconsin Press, vol. 74(2), pages 230-239.
    45. 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.
    46. 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.
    47. George Loewenstein, 2000. "Emotions in Economic Theory and Economic Behavior," American Economic Review, American Economic Association, vol. 90(2), pages 426-432, May.
    48. repec:oup:restud:v:84:y::i:1:p:143-181. is not listed on IDEAS
    49. 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.
    50. John A. List & Michael K. Price, 2016. "Editor's Choice The Use of Field Experiments in Environmental and Resource Economics," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(2), pages 206-225.
    51. Adam Jaffe & Richard Newell & Robert Stavins, 2002. "Environmental Policy and Technological Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 41-70, June.
    52. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    53. Benjamin R. Handel, 2013. "Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts," American Economic Review, American Economic Association, vol. 103(7), pages 2643-2682, December.
    54. John C. Bernard & William Schulze, 2005. "The next new thing: curiosity and the motivation to purchase novel products," Economics Bulletin, AccessEcon, vol. 3(32), pages 1-8.
    55. 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.
    56. repec:feb:framed:0087 is not listed on IDEAS
    57. Rebecca L. Thornton, 2008. "The Demand for, and Impact of, Learning HIV Status," American Economic Review, American Economic Association, vol. 98(5), pages 1829-1863, December.
    58. Amemiya, Takeshi, 1980. "Selection of Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 21(2), pages 331-354, June.
    59. 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.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. 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.
    3. 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.
    4. Tonke, Sebastian, 2020. "Imperfect Procedural Knowledge: Evidence from a Field Experiment to Encourage Water Conservation," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224536, Verein für Socialpolitik / German Economic Association.
    5. Jessoe, Katrina & Lade, Gabriel E. & Loge, Frank & Spang, Edward, 2021. "Residential water conservation during drought: Experimental evidence from three behavioral interventions," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    6. Peters, Jörg & Langbein, Jörg & Roberts, Gareth, 2016. "Policy evaluation, randomized controlled trials, and external validity—A systematic review," Economics Letters, Elsevier, vol. 147(C), pages 51-54.
    7. Holladay, Scott & LaRiviere, Jacob & Novgorodsky, David & Price, Michael, 2019. "Prices versus nudges: What matters for search versus purchase of energy investments?," Journal of Public Economics, Elsevier, vol. 172(C), pages 151-173.
    8. 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.
    9. Alec Brandon & Paul Ferraro & John List & Robert Metcalfe & Michael Price & Florian Rundhammer, 2017. "Do the effects of social nudges persist? Theory and evidence from 38 natural field experiments," Natural Field Experiments 00598, The Field Experiments Website.
    10. Werner, Peter & Riedl, Arno, 2018. "The role of experiments for policy design," Research Memorandum 022, Maastricht University, Graduate School of Business and Economics (GSBE).
    11. Jakob Enlund & David Andersson & Fredrik Carlsson, 2023. "Individual Carbon Footprint Reduction: Evidence from Pro-environmental Users of a Carbon Calculator," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(3), pages 433-467, November.
    12. Joseph,George & Ayling,Sophie Charlotte Emi & Miquel-Florensa,Pepita & Bejarano,Hernán D. & Cardona,Alejandra Quevedo, 2021. "Behavioral Insights in Infrastructure Sectors : A Survey," Policy Research Working Paper Series 9704, The World Bank.
    13. Alec Brandon & Paul J. Ferraro & John A. List & Robert D. Metcalfe & Michael K. Price & Florian Rundhammer, 2017. "Do The Effects of Nudges Persist? Theory and Evidence from 38 Natural Field Experiments," NBER Working Papers 23277, National Bureau of Economic Research, Inc.
    14. Quinn Keefer & Galib Rustamov, 2018. "Limited attention in residential energy markets: a regression discontinuity approach," Empirical Economics, Springer, vol. 55(3), pages 993-1017, November.
    15. Czajkowski, Mikołaj & Zagórska, Katarzyna & Hanley, Nick, 2019. "Social norm nudging and preferences for household recycling," Resource and Energy Economics, Elsevier, vol. 58(C).
    16. Beshears, John & Kosowsky, Harry, 2020. "Nudging: Progress to date and future directions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 161(S), pages 3-19.
    17. Céline Nauges & Dale Whittington, 2019. "Social Norms Information Treatments in the Municipal Water Supply Sector: Some New Insights on Benefits and Costs," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 5(03), pages 1-40, July.
    18. Daniel A. Brent & Corey Lott & Michael Taylor & Joseph Cook & Kimberly Rollins & Shawn Stoddard, 2020. "What Causes Heterogeneous Responses to Social Comparison Messages for Water Conservation?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 77(3), pages 503-537, November.
    19. Andor, Mark A. & Gerster, Andreas & Peters, Jörg, 2022. "Information campaigns for residential energy conservation," European Economic Review, Elsevier, vol. 144(C).
    20. Myers, Erica & Souza, Mateus, 2020. "Social comparison nudges without monetary incentives: Evidence from home energy reports," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:feb:natura:00713. 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: David Franks (email available below). General contact details of provider: http://www.fieldexperiments.com .

    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.