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Small-area moving ratios and the spatial connectivity of neighborhoods: Insights from consumer credit data

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  • Madeleine I. G. Daepp

Abstract

Communities share challenges with the neighborhoods to which former residents move and the neighborhoods from which new residents arrive. A lack of migration data for small geographic areas, however, makes it difficult to identify places that share populations over time. This article uses longitudinal consumer credit data to evaluate the spatial connectivity of neighborhoods. The paper develops a methodology for the construction of Small-Area Moving Ratios (SMvRs), motivating the approach with two applications: (1) the visualization of residential mobility ties across Massachusetts neighborhoods and (2) the application of a community detection algorithm to identify communities of strongly interconnected places. The research produces novel evidence showing that the connectivity between neighborhoods differs for socioeconomically advantaged versus for disadvantaged movers. This work shows how longitudinal, geolocated business administrative datasets can be repurposed to produce planning-relevant insights.

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  • Madeleine I. G. Daepp, 2022. "Small-area moving ratios and the spatial connectivity of neighborhoods: Insights from consumer credit data," Environment and Planning B, , vol. 49(3), pages 1129-1146, March.
    • Handle: RePEc:sae:envirb:v:49:y:2022:i:3:p:1129-1146
    DOI: 10.1177/23998083211051742
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    1. Jackelyn Hwang & Jeffrey Lin, 2016. "What Have We Learned About the Causes of Recent Gentrification?," Working Papers 16-20, Federal Reserve Bank of Philadelphia.
    2. Joseph W. Sakshaug & Trivellore E. Raghunathan, 2014. "Generating synthetic microdata to estimate small area statistics in the American Community Survey," Statistics in Transition new series, Główny Urząd Statystyczny (Polska), vol. 15(3), pages 341-368, June.
    3. Kenneth P. Brevoort, 2011. "Credit Card Redlining Revisited," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 714-724, May.
    4. Michael Bailey & Rachel Cao & Theresa Kuchler & Johannes Stroebel & Arlene Wong, 2018. "Social Connectedness: Measurement, Determinants, and Effects," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 259-280, Summer.
    5. Whitaker, Stephan D., 2018. "Big Data versus a survey," The Quarterly Review of Economics and Finance, Elsevier, vol. 67(C), pages 285-296.
    6. Qi Wang & Nolan Edward Phillips & Mario L. Small & Robert J. Sampson, 2018. "Urban mobility and neighborhood isolation in America’s 50 largest cities," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 115(30), pages 7735-7740, July.
    7. Jack DeWaard & Janna Johnson & Stephan D. Whitaker, 2019. "Internal Migration in the United States: A Comprehensive Comparative Assessment of the Consumer Credit Panel," Working Papers 18-04R, Federal Reserve Bank of Cleveland.
    8. Julian Besag & Jeremy York & Annie Mollié, 1991. "Bayesian image restoration, with two applications in spatial statistics," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 43(1), pages 1-20, March.
    9. Michele Coscia & Ricardo Hausmann, 2015. "Evidence That Calls-Based and Mobility Networks Are Isomorphic," PLOS ONE, Public Library of Science, vol. 10(12), pages 1-15, December.
    10. Galster, George C., 2019. "Making Our Neighborhoods, Making Our Selves," University of Chicago Press Economics Books, University of Chicago Press, number 9780226599854, September.
    11. Patrick Sharkey, 2012. "Temporary Integration, Resilient Inequality: Race and Neighborhood Change in the Transition to Adulthood," Demography, Springer;Population Association of America (PAA), vol. 49(3), pages 889-912, August.
    12. Jack DeWaard & Janna Johnson & Stephan Whitaker, 2019. "Internal migration in the United States: A comprehensive comparative assessment of the Consumer Credit Panel," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 41(33), pages 953-1006.
    13. Shima Hamidi & Reid Ewing & John Renne, 2016. "How Affordable Is HUD Affordable Housing?," Housing Policy Debate, Taylor & Francis Journals, vol. 26(3), pages 437-455, May.
    14. Håvard Rue & Sara Martino & Nicolas Chopin, 2009. "Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(2), pages 319-392, April.
    15. Matthew Desmond & Tracey Shollenberger, 2015. "Forced Displacement From Rental Housing: Prevalence and Neighborhood Consequences," Demography, Springer;Population Association of America (PAA), vol. 52(5), pages 1751-1772, October.
    16. Carlo Ratti & Stanislav Sobolevsky & Francesco Calabrese & Clio Andris & Jonathan Reades & Mauro Martino & Rob Claxton & Steven H Strogatz, 2010. "Redrawing the Map of Great Britain from a Network of Human Interactions," PLOS ONE, Public Library of Science, vol. 5(12), pages 1-6, December.
    17. Ruth Hamilton & Alasdair Rae, 2020. "Regions from the ground up: a network partitioning approach to regional delineation," Environment and Planning B, , vol. 47(5), pages 775-789, June.
    18. Mathew Hauer & James Byars, 2019. "IRS county-to-county migration data, 1990‒2010," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 40(40), pages 1153-1166.
    19. Donghoon Lee & Wilbert Van der Klaauw, 2010. "An introduction to the FRBNY Consumer Credit Panel," Staff Reports 479, Federal Reserve Bank of New York.
    20. Christian Thiemann & Fabian Theis & Daniel Grady & Rafael Brune & Dirk Brockmann, 2010. "The Structure of Borders in a Small World," PLOS ONE, Public Library of Science, vol. 5(11), pages 1-7, November.
    21. Kacie Dragan & Ingrid Ellen & Sherry A. Glied, 2019. "Does Gentrification Displace Poor Children? New Evidence from New York City Medicaid Data," NBER Working Papers 25809, National Bureau of Economic Research, Inc.
    22. Jenny Schuetz, 2009. "No renters in my suburban backyard: Land use regulation and rental housing," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 28(2), pages 296-320.
    23. Lei Ding & Jackelyn Hwang, 2016. "The Consequences of Gentrification: A Focus on Residents’ Financial Health in Philadelphia," Working Papers 16-22, Federal Reserve Bank of Philadelphia.
    24. Filippo Simini & Marta C. González & Amos Maritan & Albert-László Barabási, 2012. "A universal model for mobility and migration patterns," Nature, Nature, vol. 484(7392), pages 96-100, April.
    25. Garrett Dash Nelson & Alasdair Rae, 2016. "An Economic Geography of the United States: From Commutes to Megaregions," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-23, November.
    26. Stephen Hincks, 2012. "Daily Interaction of Housing and Labour Markets in North West England," Regional Studies, Taylor & Francis Journals, vol. 46(1), pages 83-104, March.
    27. Ding, Lei & Hwang, Jackelyn & Divringi, Eileen, 2016. "Gentrification and residential mobility in Philadelphia," Regional Science and Urban Economics, Elsevier, vol. 61(C), pages 38-51.
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