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Heat of the Moment: How Temperature Influences the Search and Purchase of Energy-Using Appliances

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  • Bonan, Jacopo
  • Cattaneo, Cristina
  • d’Adda, Giovanna
  • Tavoni, Massimo

Abstract

Decisions with significant and long-lasting consequences can be influenced by conditions at the moment of choice, such as weather. Using administrative data from an online retailer, we examine whether temperature and other weather variables affect the search and purchase of energy-using durables, namely, air conditioners (ACs) and dryers. We observe more sales of ACs on hot days and fewer sales of dryers on hot, windy days. We find no impact for appliances whose usefulness is not affected by the weather. For AC, weather-induced searches and purchases are in lower-efficiency energy classes. Product search data allow us to look into the process leading up to purchase. Prospective AC buyers search less intensively when the temperature is higher, and the opposite holds for buyers of dryers when temperature and wind speed increase. Models of memory and attention can explain these behavioral patterns. Understanding these dynamics is important for designing adaptation and mitigation policies, given the energy needs of cooling technologies and their increased demand and usefulness in a rapidly warming world.

Suggested Citation

  • Bonan, Jacopo & Cattaneo, Cristina & d’Adda, Giovanna & Tavoni, Massimo, 2024. "Heat of the Moment: How Temperature Influences the Search and Purchase of Energy-Using Appliances," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
  • Handle: RePEc:eee:jeborg:v:227:y:2024:i:c:s0167268124003093
    DOI: 10.1016/j.jebo.2024.106703
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    as
    1. 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.
    2. 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.
    3. Qin, Yu & Wu, Jing & Yan, Jubo, 2019. "Negotiating housing deal on a polluted day: Consequences and possible explanations," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 161-187.
    4. Pan He & Pengfei Liu & Yueming (Lucy) Qiu & Lufan Liu, 2022. "Author Correction: The weather affects air conditioner purchases to fill the energy efficiency gap," Nature Communications, Nature, vol. 13(1), pages 1-1, December.
    5. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2012. "Salience Theory of Choice Under Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1243-1285.
    6. Pan He & Pengfei Liu & Yueming (Lucy) Qiu & Lufan Liu, 2022. "The weather affects air conditioner purchases to fill the energy efficiency gap," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    7. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2013. "Salience and Consumer Choice," Journal of Political Economy, University of Chicago Press, vol. 121(5), pages 803-843.
    8. Rapson, David, 2014. "Durable goods and long-run electricity demand: Evidence from air conditioner purchase behavior," Journal of Environmental Economics and Management, Elsevier, vol. 68(1), pages 141-160.
    9. George Loewenstein & Ted O'Donoghue & Matthew Rabin, 2003. "Projection Bias in Predicting Future Utility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1209-1248.
    10. Anthony Heyes & Soodeh Saberian, 2019. "Temperature and Decisions: Evidence from 207,000 Court Cases," American Economic Journal: Applied Economics, American Economic Association, vol. 11(2), pages 238-265, April.
    11. Dan Acland & Matthew R. Levy, 2015. "Naiveté, Projection Bias, and Habit Formation in Gym Attendance," Management Science, INFORMS, vol. 61(1), pages 146-160, January.
    12. Acland, Dan & Levy, Matthew R., 2015. "Naiveté, projection bias, and habit formation in gym attendance," LSE Research Online Documents on Economics 66147, London School of Economics and Political Science, LSE Library.
    13. 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..
    14. Hunt Allcott & Christopher Knittel, 2019. "Are Consumers Poorly Informed about Fuel Economy? Evidence from Two Experiments," American Economic Journal: Economic Policy, American Economic Association, vol. 11(1), pages 1-37, February.
    15. Tom Y Chang & Wei Huang & Yongxiang Wang, 2018. "Something in the Air: Pollution and the Demand for Health Insurance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1609-1634.
    16. Giovanna d’Adda & Yu Gao & Massimo Tavoni, 2022. "A randomized trial of energy cost information provision alongside energy-efficiency classes for refrigerator purchases," Nature Energy, Nature, vol. 7(4), pages 360-368, April.
    17. François Cohen & Matthieu Glachant & Magnus Söderberg, 2017. "The cost of adapting to climate change: evidence from the US residential sector," GRI Working Papers 263, Grantham Research Institute on Climate Change and the Environment.
    18. Graff Zivin, Joshua & Song, Yingquan & Tang, Qu & Zhang, Peng, 2020. "Temperature and high-stakes cognitive performance: Evidence from the national college entrance examination in China," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    19. Victor Stango & Jonathan Zinman, 2023. "We Are All Behavioural, More, or Less: A Taxonomy of Consumer Decision-Making," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(3), pages 1470-1498.
    20. Yanjun Liao, 2020. "Weather and the Decision to Go Solar: Evidence on Costly Cancellations," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(1), pages 1-33.
    21. Uri Simonsohn, 2010. "Weather To Go To College," Economic Journal, Royal Economic Society, vol. 120(543), pages 270-280, March.
    22. Stefan Lamp, 2023. "Sunspots That Matter: The Effect of Weather on Solar Technology Adoption," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(4), pages 1179-1219, April.
    23. 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.
    24. Ned Augenblick & Matthew Rabin, 2019. "An Experiment on Time Preference and Misprediction in Unpleasant Tasks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(3), pages 941-975.
    25. Buchheim, Lukas & Kolaska, Thomas, 2016. "Weather and the Psychology of Purchasing Outdoor-Movie Tickets," Discussion Papers in Economics 26930, University of Munich, Department of Economics.
    26. Sébastien Houde, 2018. "How consumers respond to product certification and the value of energy information," RAND Journal of Economics, RAND Corporation, vol. 49(2), pages 453-477, June.
    27. Flavián, Carlos & Gurrea, Raquel & Orús, Carlos, 2020. "Combining channels to make smart purchases: The role of webrooming and showrooming," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    28. Meghan R. Busse & Devin G. Pope & Jaren C. Pope & Jorge Silva-Risso, 2015. "The Psychological Effect of Weather on Car Purchases," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 371-414.
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    More about this item

    Keywords

    Projection bias; Salience; Energy appliances;
    All these keywords.

    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce

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