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Curb appeal: how temporary weather patterns affect house prices

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  • Patrick Gourley

    (University of New Haven)

Abstract

For decades, economists have examined the myriad variables that affect real estate value, from individual house characteristics to neighborhood amenities. Yet one variable, weather, has attracted little attention thus far. This is true despite widespread agreement that much of a home’s value rests on curb appeal, or how a home looks from the street, which could significantly change based on weather. Given that housing stock is the main store of wealth for many households, it is important to understand what impact climate can have on asset value. I utilize a large data set that comprises 185,000 sales of 96,000 single-family homes to ascertain the effect of various weather conditions on house prices. By using a fixed effects framework that isolates intra-property price changes, time-invariant omitted variable bias is accounted for, and the causal effect of weather on home prices can plausibly be determined. In the winter, the results indicate cold weather is associated with an increase in price. In the summer, precipitation affects price, but the sign and magnitude of the impact depend on the temperature. The magnitudes are small but highly statistically significant. These results show that home buyers and sellers are affected by temporary weather conditions.

Suggested Citation

  • Patrick Gourley, 2021. "Curb appeal: how temporary weather patterns affect house prices," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(1), pages 107-129, August.
  • Handle: RePEc:spr:anresc:v:67:y:2021:i:1:d:10.1007_s00168-020-01042-x
    DOI: 10.1007/s00168-020-01042-x
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    1. Van Butsic & Ellen Hanak & Robert G. Valletta, 2011. "Climate Change and Housing Prices: Hedonic Estimates for Ski Resorts in Western North America," Land Economics, University of Wisconsin Press, vol. 87(1), pages 75-91.
    2. Sandra E. Black, 1999. "Do Better Schools Matter? Parental Valuation of Elementary Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 577-599.
    3. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    4. Igor Semenenko & Junwook Yoo, 2019. "Climate Change and Real Estate Prices," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(11), pages 1-1, November.
    5. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    6. William N. Goetzmann & Ning Zhu, 2005. "Rain or Shine: Where is the Weather Effect?," European Financial Management, European Financial Management Association, vol. 11(5), pages 559-578, November.
    7. Geoffrey Heal & Jisung Park, 2015. "Goldilocks Economies? Temperature Stress and the Direct Impacts of Climate Change," NBER Working Papers 21119, National Bureau of Economic Research, Inc.
    8. Mark J. Kamstra & Lisa A. Kramer & Maurice D. Levi, 2003. "Winter Blues: A SAD Stock Market Cycle," American Economic Review, American Economic Association, vol. 93(1), pages 324-343, March.
    9. Joshua Graff Zivin & Solomon M. Hsiang & Matthew Neidell, 2018. "Temperature and Human Capital in the Short and Long Run," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 77-105.
    10. Fergus, James T, 1999. "Where, When, and by How Much Does Abnormal Weather Affect Housing Construction?," The Journal of Real Estate Finance and Economics, Springer, vol. 18(1), pages 63-87, January.
    11. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    12. Yuheng Ling, 2019. "Time, space and hedonic prediction accuracy evidence from the Corsican apartment market," Working Papers 013, Laboratoire Lieux, Identités, eSpaces et Activités (LISA).
    13. Gregmar I. Galinato & Pitchayaporn Tantihkarnchana, 2018. "The amenity value of climate change across different regions in the United States," Applied Economics, Taylor & Francis Journals, vol. 50(37), pages 4024-4039, August.
    14. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    15. Geoffrey K. Turnbull & Bennie D. Waller & Scott A. Wentland & Walter R. T. Witschey & Velma Zahirovic-Herbert, 2019. "This Old House: Historical Restoration as a Neighborhood Amenity," Land Economics, University of Wisconsin Press, vol. 95(2), pages 193-210.
    16. Ted Gayer & James T. Hamilton & W. Kip Viscusi, 2000. "Private Values Of Risk Tradeoffs At Superfund Sites: Housing Market Evidence On Learning About Risk," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 439-451, August.
    17. Ranson, Matthew, 2014. "Crime, weather, and climate change," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 274-302.
    18. Steven D. Levitt & Chad Syverson, 2008. "Market Distortions When Agents Are Better Informed: The Value of Information in Real Estate Transactions," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 599-611, November.
    19. Palmquist, Raymond B, 1984. "Estimating the Demand for the Characteristics of Housing," The Review of Economics and Statistics, MIT Press, vol. 66(3), pages 394-404, August.
    20. Richard J. Vyn, 2018. "Property Value Impacts of Wind Turbines and the Influence of Attitudes toward Wind Energy," Land Economics, University of Wisconsin Press, vol. 94(4), pages 496-516.
    21. Sven Bouman & Ben Jacobsen, 2002. "The Halloween Indicator, "Sell in May and Go Away": Another Puzzle," American Economic Review, American Economic Association, vol. 92(5), pages 1618-1635, December.
    22. Lei Zhang & Tammy Leonard, 2019. "Flood Hazards Impact on Neighborhood House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 58(4), pages 656-674, May.
    23. Erik B Johnson & Alan Tidwell & Sriram V Villupuram, 2020. "Valuing Curb Appeal," The Journal of Real Estate Finance and Economics, Springer, vol. 60(1), pages 111-133, February.
    24. Ermanno Affuso & Steven B. Caudill & Franklin G. Mixon, Jr. & Kevin W. Starnes, 2019. "Is Airport Proximity an Amenity or Disamenity? An Empirical Investigation Based on House Prices," Land Economics, University of Wisconsin Press, vol. 95(3), pages 391-408.
    25. N. Edward Coulson & Christian Richard, 1996. "The Dynamic Impact of Unseasonable Weather on Construction Activity," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 24(2), pages 179-194.
    26. Patrick Bayer & Robert McMillan & Alvin Murphy & Christopher Timmins, 2016. "A Dynamic Model of Demand for Houses and Neighborhoods," Econometrica, Econometric Society, vol. 84, pages 893-942, May.
    27. Patrick Gourley, 2019. "Social Stigma and Asset Value," Southern Economic Journal, John Wiley & Sons, vol. 85(3), pages 919-938, January.
    28. Baylis, Patrick, 2020. "Temperature and temperament: Evidence from Twitter," Journal of Public Economics, Elsevier, vol. 184(C).
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    Cited by:

    1. Michele Cascarano & Filippo Natoli, 2023. "Temperatures and search: evidence from the housing market," Temi di discussione (Economic working papers) 1419, Bank of Italy, Economic Research and International Relations Area.
    2. Sam Il Myoung Hwang & Leo Ma, 2023. "Top‐floor discounts in residential buildings: Evidence from South Korea," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(2), pages 441-469, March.
    3. Elie Bouri & Rangan Gupta & Hardik A. Marfatia & Jacobus Nel, 2022. "Do Climate Risks Predict US Housing Returns and Volatility? Evidence from a Quantiles-Based Approach," Working Papers 202240, University of Pretoria, Department of Economics.
    4. Renee van Eyden & Geoffrey Ngene & Oguzhan Cepni & Rangan Gupta, 2022. "The Heterogeneous Impact of Temperature Growth on Real House Price Returns across the US States," Working Papers 202236, University of Pretoria, Department of Economics.

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    More about this item

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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