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Searching for housing in the digital age: Neighborhood representation on internet rental housing platforms across space, platform, and metropolitan segregation

Author

Listed:
  • Chris Hess

    (Department of Policy Analysis and Management, 5922Cornell University, USA)

  • Arthur Acolin

    (Department of Real Estate, 7284University of Washington, USA)

  • Rebecca Walter

    (Department of Real Estate, 7284University of Washington, USA)

  • Ian Kennedy

    (Department of Sociology, 7284University of Washington, USA)

  • Sarah Chasins

    (Department of Electrical Engineering and Computer Sciences, 1438University of California Berkeley, USA)

  • Kyle Crowder

    (Department of Sociology, 7284University of Washington, USA)

Abstract

Understanding residential mobility, housing affordability, and the geography of neighborhood advantage and disadvantage relies on robust information about housing search processes and housing markets. Existing data about housing markets, especially rental markets, suffer from accuracy issues and a lack of temporal and geographic flexibility. Data collected from online rental platforms that are commonly used can help address these issues and hold considerable promise for better understanding the full distribution of available rental homes. However, realizing this promise requires a careful assessment of potential sources of bias as online rental listing platforms may perpetuate inequalities similar to those found in physical spaces. This paper approaches the production of rental advertisements as a social process driven by both contextual and property level factors. We compare data from two online platforms for the 100 most populated metropolitan areas in the United States to explore inequality in digital rental listing spaces and understand what characteristics are associated with over and underrepresentation of advertisements in certain areas. We find similar associations for socioeconomic measures between platforms and across urban and suburban parts of these metropolitan areas. In contrast, the importance of racial and ethnic composition, as well as broader patterns of segregation, for online representation differs substantially across space and platform. This analysis informs our understanding of how online platforms affect housing search dynamics through their biases and segmentation, and highlights the potential and limits in using the data available on these platforms to produce small area rental estimates.

Suggested Citation

  • Chris Hess & Arthur Acolin & Rebecca Walter & Ian Kennedy & Sarah Chasins & Kyle Crowder, 2021. "Searching for housing in the digital age: Neighborhood representation on internet rental housing platforms across space, platform, and metropolitan segregation," Environment and Planning A, , vol. 53(8), pages 2012-2032, November.
    • Handle: RePEc:sae:envira:v:53:y:2021:i:8:p:2012-2032
    DOI: 10.1177/0308518X211034177
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    References listed on IDEAS

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    1. Geoff Boeing, 2020. "Online rental housing market representation and the digital reproduction of urban inequality," Environment and Planning A, , vol. 52(2), pages 449-468, March.
    2. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    3. Gideon Bolt & Ronald van Kempen & Maarten van Ham, 2008. "Minority Ethnic Groups in the Dutch Housing Market: Spatial Segregation, Relocation Dynamics and Housing Policy," Urban Studies, Urban Studies Journal Limited, vol. 45(7), pages 1359-1384, June.
    4. Boeing, Geoff & Wegmann, Jake & Jiao, Junfeng, 2020. "Rental Housing Spot Markets: How Online Information Exchanges Can Supplement Transacted-Rents Data," SocArXiv phgqt, Center for Open Science.
    5. Rebecca J. Walter & Ruoniu Wang, 2016. "Searching for Affordability and Opportunity: A Framework for the Housing Choice Voucher Program," Housing Policy Debate, Taylor & Francis Journals, vol. 26(4-5), pages 670-691, September.
    6. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    7. Ludwig, Jens & Duncan, Greg J. & Katz, Lawrence F. & Kessler, Ronald & Kling, Jeffrey R. & Gennetian, Lisa A. & Sanbonmatsu, Lisa, 2012. "Neighborhood Effects on the Long-Term Well-Being of Low-Income Adults," Scholarly Articles 11870359, Harvard University Department of Economics.
    8. Boeing, Geoff, 2017. "New Insights into Rental Housing Markets across the United States: Web Scraping and Analyzing Craigslist Rental Listings," SocArXiv v54w4, Center for Open Science.
    9. Ira Gary Peppercorn & Claude Taffin, 2013. "Rental Housing : Lessons from International Experience and Policies for Emerging Markets," World Bank Publications - Books, The World Bank Group, number 13117, December.
    10. Lincoln Quillian & Hugues Lagrange, 2016. "Socioeconomic Segregation in Large Cities in France and the United States," Demography, Springer;Population Association of America (PAA), vol. 53(4), pages 1051-1084, August.
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    Cited by:

    1. Adu, Providence & Delmelle, Elizabeth C., 2022. "Spatial Variations in Exclusionary Criteria from Online Rental Advertisements," SocArXiv 8g4sv, Center for Open Science.

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