IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v68y2022i12p8589-8612.html
   My bibliography  Save this article

The Battle for Homes: How Does Home Sharing Disrupt Local Residential Markets?

Author

Listed:
  • Wei Chen

    (Eller College of Management, The University of Arizona, Tucson, Arizona 85721)

  • Zaiyan Wei

    (Krannert School of Management, Purdue University, West Lafayette, Indiana 47907)

  • Karen Xie

    (Daniels College of Business, University of Denver, Denver, Colorado 80208)

Abstract

As cities debate how to regulate Airbnb and other home-sharing services, we study the impacts of home sharing on local residential real estate markets. By accommodating transient travelers with short-term rental properties, home-sharing platforms have evolved as a major alternative channel that attracts the growing supply of residential properties. However, on the demand side of local residential markets, home-sharing platforms are not a viable option for residents. To demonstrate this dynamic between home sharing and local residential markets, we leverage a unique quasi-experiment on Airbnb—a platform policy that caps the number of properties a host can manage in a city—and find that the policy reduced rents (in the long-term rental markets) and home values (in the for-sale housing markets) by about 3% and did not affect the price-to-rent ratio. Consistent with the conjecture, we find that the policy impacts can be attributed to increased supply in local residential markets because of the policy. Quantitatively, our estimates suggest that, if the density of affected Airbnb properties is 1% higher in a market, the policy may further decrease rents and home values by about 0.03%–0.06%, which is similar across each policy-affected city. Our empirical findings add to the debate about the impacts of home sharing on local residential markets with a novel data set and a unique identification strategy. Practically speaking, our research is a timely response to the debate on regulating home sharing and has implications for various stakeholders of the residential real estate markets.

Suggested Citation

  • Wei Chen & Zaiyan Wei & Karen Xie, 2022. "The Battle for Homes: How Does Home Sharing Disrupt Local Residential Markets?," Management Science, INFORMS, vol. 68(12), pages 8589-8612, December.
  • Handle: RePEc:inm:ormnsc:v:68:y:2022:i:12:p:8589-8612
    DOI: 10.1287/mnsc.2022.4299
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2022.4299
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2022.4299?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Liran Einav & Chiara Farronato & Jonathan Levin, 2016. "Peer-to-Peer Markets," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 615-635, October.
    2. Eric Overby & Chris Forman, 2015. "The Effect of Electronic Commerce on Geographic Purchasing Patterns and Price Dispersion," Management Science, INFORMS, vol. 61(2), pages 431-453, February.
    3. Erik Brynjolfsson & Yu (Jeffrey) Hu & Mohammad S. Rahman, 2009. "Battle of the Retail Channels: How Product Selection and Geography Drive Cross-Channel Competition," Management Science, INFORMS, vol. 55(11), pages 1755-1765, November.
    4. Edward Glaeser & Joseph Gyourko, 2018. "The Economic Implications of Housing Supply," Journal of Economic Perspectives, American Economic Association, vol. 32(1), pages 3-30, Winter.
    5. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    6. Xiang Hui & Maryam Saeedi & Zeqian Shen & Neel Sundaresan, 2016. "Reputation and Regulations: Evidence from eBay," Management Science, INFORMS, vol. 62(12), pages 3604-3616, December.
    7. Yash Babar & Gordon Burtch, 2020. "Examining the Heterogeneous Impact of Ride-Hailing Services on Public Transit Use," Information Systems Research, INFORMS, vol. 31(3), pages 820-834, September.
    8. Xu, Yiqing, 2017. "Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models," Political Analysis, Cambridge University Press, vol. 25(1), pages 57-76, January.
    9. Kyle Barron & Edward Kung & Davide Proserpio, 2021. "The Effect of Home-Sharing on House Prices and Rents: Evidence from Airbnb," Marketing Science, INFORMS, vol. 40(1), pages 23-47, January.
    10. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    11. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    12. Kamila Sommer & Paul Sullivan, 2018. "Implications of US Tax Policy for House Prices, Rents, and Homeownership," American Economic Review, American Economic Association, vol. 108(2), pages 241-274, February.
    13. Arthur A. Eubank & C. R. Sirmans, 1979. "The Price Adjustment Mechanism for Rental Housing in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(1), pages 163-168.
    14. de Leeuw, Frank & Ekanem, Nkanta F, 1971. "The Supply of Rental Housing," American Economic Review, American Economic Association, vol. 61(5), pages 806-817, December.
    15. David Albouy & Gabriel Ehrlich & Yingyi Liu, 2016. "Housing Demand, Cost-of-Living Inequality, and the Affordability Crisis," NBER Working Papers 22816, National Bureau of Economic Research, Inc.
    16. Horn, Keren & Merante, Mark, 2017. "Is home sharing driving up rents? Evidence from Airbnb in Boston," Journal of Housing Economics, Elsevier, vol. 38(C), pages 14-24.
    17. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    18. Smith, Lawrence B & Rosen, Kenneth T & Fallis, George, 1988. "Recent Developments in Economic Models of Housing Markets," Journal of Economic Literature, American Economic Association, vol. 26(1), pages 29-64, March.
    19. Benjamin Edelman & Michael Luca & Dan Svirsky, 2017. "Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 1-22, April.
    20. Wheaton, William C, 1990. "Vacancy, Search, and Prices in a Housing Market Matching Model," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1270-1292, December.
    21. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    22. Gabriel Metcalf, 2018. "Sand Castles before the Tide? Affordable Housing in Expensive Cities," Journal of Economic Perspectives, American Economic Association, vol. 32(1), pages 59-80, Winter.
    23. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    24. Hui Li & Kannan Srinivasan, 2019. "Competitive Dynamics in the Sharing Economy: An Analysis in the Context of Airbnb and Hotels," Marketing Science, INFORMS, vol. 38(3), pages 365-391, May.
    25. Chiara Farronato & Andrey Fradkin, 2018. "The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb," NBER Working Papers 24361, National Bureau of Economic Research, Inc.
    26. Sommer, Kamila & Sullivan, Paul & Verbrugge, Randal, 2013. "The equilibrium effect of fundamentals on house prices and rents," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 854-870.
    27. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    28. Maxence Valentin, 2019. "The effects of regulating the housing short-term rental market: Evidence from New Orleans," ERES eres2019_94, European Real Estate Society (ERES).
    29. Rosen, Kenneth T & Smith, Lawrence B, 1983. "The Price-Adjustment Process for Rental Housing and the Natural Vacancy Rate," American Economic Review, American Economic Association, vol. 73(4), pages 779-786, September.
    30. Stephen Sheppard & Andrew Udell, 2016. "Do Airbnb Properties Affect House Prices?," Department of Economics Working Papers 2016-03, Department of Economics, Williams College.
    31. Mayo, Stephen K., 1981. "Theory and estimation in the economics of housing demand," Journal of Urban Economics, Elsevier, vol. 10(1), pages 95-116, July.
    32. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    33. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    34. Mohammed Alyakoob & Mohammad S. Rahman & Zaiyan Wei, 2021. "Where You Live Matters: Local Bank Competition, Online Marketplace Lending, and Disparity in Borrower Benefits," Information Systems Research, INFORMS, vol. 32(4), pages 1390-1411, December.
    35. Haris Krijestorac & Rajiv Garg & Vijay Mahajan, 2020. "Cross-Platform Spillover Effects in Consumption of Viral Content: A Quasi-Experimental Analysis Using Synthetic Controls," Information Systems Research, INFORMS, vol. 31(2), pages 449-472, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Maruška Vizek & Tajana Barbić & Anita Čeh Časni, 2024. "The impact of the tourism accommodation composition on housing prices: The case of Croatia," Tourism Economics, , vol. 30(1), pages 267-274, February.
    2. Garz, Marcel & Schneider, Andrea, 2023. "Data sharing and tax enforcement: Evidence from short-term rentals in Denmark," Regional Science and Urban Economics, Elsevier, vol. 101(C).

    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. Christian Almer & Stefan Boes & Stephan Nüesch, 2017. "Adjustments in the housing market after an environmental shock: evidence from a large-scale change in aircraft noise exposure," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 918-938.
    2. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    3. Kyle Barron & Edward Kung & Davide Proserpio, 2021. "The Effect of Home-Sharing on House Prices and Rents: Evidence from Airbnb," Marketing Science, INFORMS, vol. 40(1), pages 23-47, January.
    4. Victor Chernozhukov & Kaspar Wüthrich & Yinchu Zhu, 2021. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1849-1864, October.
    5. Mohammed Alyakoob & Mohammad S. Rahman, 2022. "Shared Prosperity (or Lack Thereof) in the Sharing Economy," Information Systems Research, INFORMS, vol. 33(2), pages 638-658, June.
    6. Callaway, Brantly & Karami, Sonia, 2023. "Treatment effects in interactive fixed effects models with a small number of time periods," Journal of Econometrics, Elsevier, vol. 233(1), pages 184-208.
    7. Christian Almer & Stefan Boes & Stephan Nuesch, 2013. "How do Housing Prices Adjust After an Environmental Shock? Evidence from a State-Mandated Change in Aircraft Noise Exposure," Department of Economics Working Papers 11/12, University of Bath, Department of Economics.
    8. Wencui Han & Xunyi Wang & Mehmet Eren Ahsen & Sunil Wattal, 2022. "The Societal Impact of Sharing Economy Platform Self-Regulations—An Empirical Investigation," Information Systems Research, INFORMS, vol. 33(4), pages 1303-1323, December.
    9. Yang Pan & Liangfei Qiu, 2022. "How Ride‐Sharing Is Shaping Public Transit System: A Counterfactual Estimator Approach," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 906-927, March.
    10. Sviták, Jan & Tichem, Jan & Haasbeek, Stefan, 2021. "Price effects of search advertising restrictions," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    11. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    12. Taylor K. Odle & Jennifer A. Delaney, 2022. "You are Admitted! Early Evidence on Enrollment from Idaho’s Direct Admissions System," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(6), pages 899-932, September.
    13. Jason Poulos & Andrea Albanese & Andrea Mercatanti & Fan Li, 2021. "Retrospective causal inference via matrix completion, with an evaluation of the effect of European integration on cross-border employment," Papers 2106.00788, arXiv.org.
    14. Hans-Bernd Schaefer & Rok Spruk, 2024. "Islamic Law, Western European Law and the Roots of Middle East's Long Divergence: a Comparative Empirical Investigation (800-1600)," Papers 2401.14435, arXiv.org, revised Mar 2024.
    15. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2019. "Distributional conformal prediction," Papers 1909.07889, arXiv.org, revised Aug 2021.
    16. Denti, Daria & Iammarino, Simona, 2022. "Coming Out of the Woods. Do local support services influence the propensity to report sexual violence?," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 334-352.
    17. Tedds, Lindsay M. & Cameron, Anna & Khanal, Mukesh & Crisan, Daria, 2021. "Why Existing Regulatory Frameworks Fail in the Short-term Rental Market: Exploring the Role of Regulatory Fractures," MPRA Paper 106712, University Library of Munich, Germany.
    18. Yongwook Paik & Christos A. Makridis, 2023. "The social value of a ridesharing platform: a hedonic pricing approach," Empirical Economics, Springer, vol. 64(5), pages 2125-2150, May.
    19. Shu He & Jing Peng & Jianbin Li & Liping Xu, 2020. "Impact of Platform Owner’s Entry on Third-Party Stores," Information Systems Research, INFORMS, vol. 31(4), pages 1467-1484, December.
    20. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.

    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:inm:ormnsc:v:68:y:2022:i:12:p:8589-8612. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.