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Stuck at home: Housing demand during the COVID- 19 pandemic

Author

Listed:
  • William Gamber
  • James Graham
  • Anirudh Yadav

Abstract

The COVID-19 pandemic induced an increase in both the amount of time that households spend at home and the share of expenditures allocated to at-home consumption. These changes coincided with a period of rapidly rising house prices. We interpret these facts as the result of stay-at-home shocks that increase demand for goods consumed at home as well as the homes that those goods are consumed in. We first test the hypothesis empirically using US cross-county panel data and instrumental variables regressions. We find that counties where households spent more time at home experienced faster increases in house prices. We then study various pandemic shocks using a heterogeneous agent model with general equilibrium in housing markets. Stay-at-home shocks explain around half of the increase in model house prices in 2020. Lower mortgage rates explain around one third of the price rise, while unemployment shocks and fiscal stimulus have relatively small effects on house prices. We find that young households and first-time home buyers account for much of the increase in housing demand during the pandemic, but they are largely crowded out of the housing market by the equilibrium rise in house prices.

Suggested Citation

  • William Gamber & James Graham & Anirudh Yadav, 2021. "Stuck at home: Housing demand during the COVID- 19 pandemic," CAMA Working Papers 2021-97, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  • Handle: RePEc:een:camaaa:2021-97
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    1. repec:osf:socarx:p59te_v1 is not listed on IDEAS
    2. Brueckner, Jan K., 2025. "Work-from-home and cities: An elementary spatial model," Regional Science and Urban Economics, Elsevier, vol. 111(C).
    3. Waros Ngamsiriudom & Mohan Menon & Mitra Devkota, 2024. "How The Resurgence Of School Quality Shapes Home Pricing Decisions Post-Covid-19: Evidence From North Georgia," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 3, pages 5-15, June.
    4. Anja Hahn & Sanela Omerovic & Sofie Waltl, 2025. "A Framework to Monitor the Effects of External Shocks on Housing Markets," Papers 2502.03012, arXiv.org.
    5. Chiang, Shu-hen & Suardi, Sandy & Chen, Chien-Fu, 2025. "Navigating shifting tides: Time-varying monetary policy spillovers in core-peripheral housing markets in the Euro area," Journal of Housing Economics, Elsevier, vol. 69(C).
    6. Jan K. Brueckner, 2024. "Work-from-Home and Cities: An Elementary Spatial Model," CESifo Working Paper Series 11121, CESifo.
    7. Pampado, Alessandro & Volpato, Gabriele & Fioriti, Davide & Lazzaretto, Andrea, 2025. "MESCO: a Clustering framework for the design Optimization of future Multi-Energy Systems," Energy, Elsevier, vol. 333(C).
    8. John A. Mondragon & Johannes Wieland, 2022. "Housing Demand and Remote Work," NBER Working Papers 30041, National Bureau of Economic Research, Inc.
    9. Orvin, Muntahith Mehadil & Fatmi, Mahmudur Rahman, 2024. "Temporal transferability of the housing price component of an integrated land use and transportation model," Land Use Policy, Elsevier, vol. 136(C).
    10. Weichselbaumer, Doris & Riess, Hermann, 2024. "Discrimination in the Austrian rental housing market: The effect of information concerning first and second-generation immigrant status," Journal of Housing Economics, Elsevier, vol. 66(C).
    11. Ludlow, Timothy & Fooken, Jonas & Rose, Christiern & Tang, Kam Ki, 2025. "Housing insecurity, financial hardship and mental health," Economics & Human Biology, Elsevier, vol. 57(C).
    12. Adams, Brian & Verbrugge, Randal, 2025. "Location, location, structure type: Rent divergence within neighborhoods," Journal of Housing Economics, Elsevier, vol. 69(C).
    13. James Graham, 2022. "Boom and Bust: A Global History of Financial Bubbles," The Economic Record, The Economic Society of Australia, vol. 98(322), pages 324-326, September.
    14. Yunjie Feng & Zihan Xu & Jiaxin Qi & Yao Shen, 2025. "Spatial Reconfiguration of Housing Price Patterns and Submarkets in Shanghai Before and After COVID-19," Land, MDPI, vol. 14(10), pages 1-29, October.
    15. Weichselbaumer, Doris & Riess, Hermann, 2024. "Discrimination in the Austrian Rental Housing Market: The Effect of Information Concerning First and Second-Generation Immigrant Status," IZA Discussion Papers 17403, Institute of Labor Economics (IZA).
    16. Abdul Rahman, Mohd Shahril & Awang, Mariah & Jagun, Zainab Toyin, 2024. "Polycrisis: Factors, impacts, and responses in the housing market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 202(C).
    17. Gilles Duranton & Jessie Handbury, 2023. "COVID and Cities, Thus Far," Economic Policy Review, Federal Reserve Bank of New York, vol. 29(2), pages 6-52, October.
    18. Shaofeng Xu & Jie Feng, 2024. "Home production and time use in an epidemic," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(4), pages 1391-1433, November.
    19. Baulkaran, Vishaal & Jain, Pawan, 2023. "COVID-19, home equity and retirement funding," Finance Research Letters, Elsevier, vol. 58(PB).
    20. Ong, Rachel & Graham, James & Cigdem, Melek & Phelps, Christopher & Whelan, Stephen, 2023. "Financing first home ownership: modelling policy impacts at market and individual levels," SocArXiv p59te, Center for Open Science.
    21. Thakuriah, Piyushimita (Vonu), 2024. "Disentangling policy and structural effects on car-ownership for car-owning and carless US households during and after the COVID-19 pandemic," Transport Policy, Elsevier, vol. 157(C), pages 20-33.
    22. Jan K. Brueckner & David R. Agrawal, 2025. "Work-from-Home and Wage Convergence Across Cities: An Exploration," CESifo Working Paper Series 12150, CESifo.
    23. Julia Fonseca & Lu Liu, 2024. "Mortgage Lock‐In, Mobility, and Labor Reallocation," Journal of Finance, American Finance Association, vol. 79(6), pages 3729-3772, December.
    24. Konieczna Patrycja, 2025. "Perceptions of the Real Estate Market by Students Representing Generation Z: Housing Preferences and Investment Plans," Real Estate Management and Valuation, Sciendo, vol. 33(1), pages 11-21.

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    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E60 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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