This study introduces two measures of gentrification pressure, defined as the force new homebuyers impose on neighborhood income levels. The measures rely on U.S. Home Mortgage Disclosure Act mortgage applications to observe applicant income from 2012 to 2016. Gentrification pressure is calculated for all low-income, central-city tracts in the 100 largest metropolitan areas in the United States. The measures reveal variation in pressure through time and across census tracts. Contrary to traditional measures of gentrification that use ten-year census intervals, the new measures allow flexibility regarding the start date, end date, and duration of the gentrification process. We validate the measures using several traditional gentrification definitions based on changes in income and socioeconomic status.
AlonsoWilliam. 1964. Location and Land Use. Toward a General Theory of Land Rent. Cambridge, MA: Harvard Univ. Press.
2.
AveryRobert B.BrevoortKennethCannerGlenn. 2007. “Opportunities and Issues in Using HMDA Data.” Journal of Real Estate Research29 (4): 351–79. https://doi.org/10.3386/w14083
3.
BartonMichael S. 2016. “An Exploration of the Importance of the Strategy Used to Identify Gentrification.” Urban Studies53 (1): 92–111. https://doi.org/10.1177/0042098014561723
4.
Brown-SaracinoJaponica. 2009. A Neighborhood That Never Changes: Gentrification, Social Preservation, and the Search for Authenticity. Chicago: Univ. of Chicago Press.
5.
Brown-SaracinoJaponica. 2017. “Explicating Divided Approaches to Gentrification and Growing Income Inequality.” Annual Review of Sociology43 (1): 515–39. https://doi.org/10.1146/annurev-soc-060116-053427
6.
BruecknerJan K.RosenthalStuart S. 2009. “Gentrification and Neighborhood Housing Cycles: Will America’s Future Downtowns be Rich?” The Review of Economics and Statistics91 (4): 725–43. https://doi.org/10.1162/rest.91.4.725
7.
BrummetQuentinReedDavin. 2019. “The Effects of Gentrification on the Well-Being and Opportunity Opportunity of Original Resident Adults and Children.” FRB of Philadelphia Working Paper No. 19-30. Philadelphia, PA.
DelmelleElizabeth C. 2016. “Mapping the DNA of Urban Neighborhoods: Clustering Longitudinal Sequences of Neighborhood Socioeconomic Change.” Annals of the American Association of Geographers106 (1): 36–56. https://doi.org/10.1080/00045608.2015.1096188
10.
DelmelleElizabeth C.NilssonI.. 2021. “The Language of Neighborhoods: A Predictive-Analytical Framework Based on Property Advertisement Text and Mortgage Lending Data.” Computers, Environment and Urban Systems88 (1): 101658. https://doi.org/10.1016/j.compenvurbsys.2021.101658
11.
DelmelleElizabeth C.NilssonIsabelleSchuchJohanna Claire. 2021. “Who's Moving in? A Longitudinal Analysis of Home Purchase Loan Borrowers in new Transit Neighborhoods.” Geographical Analysis53 (2): 237–58. https://doi.org/10.1111/gean.12234
EllenIngrid G.HornKeren MertensO’ReganKatherine M.. 2013. “Why do Higher-Income Households Choose low-Income Neighbourhoods? Pioneering or Thrift?.” Urban Studies50 (12): 2478–95. https://doi.org/10.1177/0042098012474511
14.
EllenIngrid G.O’ReganKatherine. 2012. “Gentrification: Perspectives of Economists and Planners.” In The Oxford Handbook of Urban Economics and Planning, edited by BrooksN.DonaghyK.KnaapG.-J., 371–91. New York, NY: Oxford Univ. Press.
15.
FinioNicholas. 2022. “Measurement and Definition of Gentrification in Urban Studies and Planning.” Journal of Planning Literature37 (2): 249–64. https://doi.org/10.1177/08854122211051603
16.
FreemanLance. 2005. “Displacement or Succession? Residential Mobility in Gentrifying Neighborhoods.” Urban Affairs Review40 (4): 463–91. https://doi.org/10.1177/1078087404273341
17.
FreemanLanceHwangJackelynHaupertTylerZhangIris. 2024. “Where Do They Go? The Destinations of Residents Moving from Gentrifying Neighborhoods.” Urban Affairs Review60 (1): 304–348. https://doi.org/10.1177/10780874231169921
18.
GalsterGeorgeChrisHayesJohnsonJennifer. 2005. “Identifying Robust, Parsimonious Neighborhood Indicators.” Journal of Planning Education and Research24 (3): 265–80. https://doi.org/10.1177/10780874231169921
19.
GalsterGeorgeTatianPeter. 2009. “Modeling Housing Appreciation Dynamics in Disadvantaged Neighborhoods.” Journal of Planning Education and Research29 (1): 7–22. https://doi.org/10.1177/0739456X09334141
20.
GlassRuth. 1964. “Introduction: Aspects of Change.” In London: Aspects of Change, edited by Centre for Urban Studies (xiii–lii). London: MacKibbon and Kee.
21.
GuerrieriVeronicaDanielHartleyErikHurst. 2013. “Endogenous Gentrification and Housing Price Dynamics.” Journal of Public Economics100: 45–60. https://doi.org/10.1016/j.jpubeco.2013.02.001
22.
HackworthJasonSmithNeil. 2001. “The Changing State of Gentrification.” Tijdschrift Voor Economische en sociale Geografie92 (4): 464–77. https://doi.org/10.1111/1467-9663.00172
23.
HammelDaniel J.WylyElvin K. 1996. “A Model for Identifying Gentrified Areas with Census Data.” Urban Geography17 (3): 248–68. https://doi.org/10.2747/0272-3638.17.3.248
24.
HelmsAndrew C. 2003. “Understanding Gentrification: An Empirical Analysis of the Determinants of Urban Housing Renovation.” Journal of Urban Economics54 (3): 474–98. https://doi.org/10.1016/S0094-1190(03)00081-0.
25.
HippJohn R.BranicNicholas. 2017. “Fast and Slow Change in Neighbourhoods: Characterization and Consequences in Southern California.” International Journal of Urban Sciences21 (3): 257–81. https://doi.org/10.1080/12265934.2017.1366353
HwangJackelynDingLei. 2020. “Unequal Displacement: Gentrification, Racial Stratification, and Residential Destinations in Philadelphia.” American Journal of Sociology126 (2): 354–406. https://doi.org/10.1086/711015
28.
KahnMatthew E. 2007. “Gentrification Trends in New Transit-Oriented Communities: Evidence from 14 Cities That Expanded and Built Rail Transit Systems.” Real Estate Economics35 (2): 155–82. https://doi.org/10.1111/j.1540-6229.2007.00186
LandisJohn D. 2016. “Tracking and Explaining Neighborhood Socioeconomic Change in U.S. Metropolitan Areas Between 1990 and 2010.” Housing Policy Debate26 (1): 2–52. https://doi.org/10.1080/10511482.2014.993677
31.
LinJeffrey. 2002. “Gentrification and Transit in Northwest Chicago.” Journal of the Transportation Research Forum56 (4): 175–91. https://jlin.org/papers/LIN-GT.pdf
32.
LorenzenMatthew. 2021. “Rural Gentrification, Touristification, and Displacement: Analyzing Evidence from Mexico.” Journal of Rural Studies86: 62–75. https://doi.org/10.1016/j.jrurstud.2021.05.015
33.
MacgregorLyn C. 2013. Habits of the Heartland: Small-Town Life in Modern America. Ithaca, NY: Cornell Univ. Press.
34.
MarkleyScott. 2018. “Suburban Gentrification? Examining the Geographies of New Urbanism in Atlanta’s Inner Suburbs.” Urban Geography39 (4): 606–30. https://doi.org/10.1080/02723638.2017.1381534
MianAtifSufiAmir. 2017. “Fraudulent Income Overstatement on Mortgage Applications During the Credit Expansion of 2002 to 2005.” Review of Financial Studies30 (6): 1831–64. https://doi.org/10.1093/rfs/hhw104
37.
MillsEdwin S. 1967. “Transportation Patterns of Urban Development: An Aggregative Model of Resource Allocation in a Metropolitan Area.” American Economic Review57 (2): 197–210. http://www.jstor.org/stable/1821621
38.
MuthRichard F. 1969. Cities and Housing: The Spatial Pattern of Urban Residential Land Use. Chicago, IL: Univ. of Chicago Press.
RoseDamaris. 1984. “Rethinking Gentrification: Beyond the Uneven Development of Marxist Urban Theory.” Environment and Planning D: Society and Space2 (1): 47–74. https://doi.org/10.1068/d020047
41.
RosenthalStuart S. 2008. “Old Homes, Externalities, and Poor Neighborhoods. A Model of Urban Decline and Renewal.” Journal of Urban Economics63 (3): 816–40. https://doi.org/10.1016/j.jue.2007.06.003
42.
Rucks-AhidianaZawadi. 2021. “Racial Composition and Trajectories of Gentrification in the United States.” Urban Studies58 (13): 2721–41. https://doi.org/10.1177/0042098020963853
43.
SmithNeil. 1996. The New Urban Frontier: Gentrification and the Revanchist City. New York: Routledge.
TimberlakeJeffrey MJohns-WolfeElaina. 2017. “Neighborhood Ethnoracial Composition and Gentrification in Chicago and New York, 1980 to 2010.” Urban Affairs Review53 (2): 236–72. https://doi.org/10.1016/j.jrurstud.2009.04.001
46.
WilliamsSeth A.HippJohn R. 2022. “The Shape of Neighborhoods to come: Examining Patterns of Gentrification and Holistic Neighborhood Change in Los Angeles County, 1980–2010.” Environment and Planning A: Economy and Space54 (2): 265–94. https://doi.org/10.1177/0308518X211053642
47.
WylyElvin K.HammelDaniel J. 1998. “Modeling the Context and Contingency of Gentrification.” Journal of Urban Affairs20 (3): 303–26. https://doi.org/10.1177/0308518X211053642
48.
WylyElvin K.HammelDaniel J. 1999. “Islands of Decay in Seas of Renewal: Housing Policy and the Resurgence of Gentrification.” Housing Policy Debate10 (4): 711–71. https://doi.org/10.1080/10511482.1999.9521348
