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Measuring Gentrification with Getis-Ord Statistics and Its Effect on Housing Prices in Neighboring Areas: The Case of Stockholm

Author

Listed:
  • Ismail, Muhammad

    (Department of Real Estate and Construction Management, Royal Institute of Technology)

  • Warsame, Abukar

    (Department of Real Estate and Construction Management, Royal Institute of Technology)

  • Wilhelmsson, Mats

    (Department of Real Estate and Construction Management, Royal Institute of Technology)

Abstract

The study aims to measure the occurrence of gentrification and relate gentrification with housing values. For this purpose, we have used Getis-Ord statistics to identify and quantify gentrification in different residential areas in a case study about Stockholm, Sweden. Gentrification will be measured in two dimensions, namely income and population. We analyse the change in these dimensions between 2007 and 2013. In step two, this measure is included in a traditional hedonic pricing model where the intention is to explain housing prices. Prices for 2014-1015 will be used in the hedonic price model. The results indicate that the parameter estimate is statistically significant, suggesting that gentrification contributes to housing values near gentrified neighbourhoods. This possible spillover effect of house prices due to gentrification by income and population was similar in both the hedonic price and treatment effect models. According to our hedonic price model, proximity to the gentrified area increases housing value around 6-8%. The effect of the spillover effect on price distribution seems to be consistent and stable in gentrified areas.

Suggested Citation

  • Ismail, Muhammad & Warsame, Abukar & Wilhelmsson, Mats, 2020. "Measuring Gentrification with Getis-Ord Statistics and Its Effect on Housing Prices in Neighboring Areas: The Case of Stockholm," Working Paper Series 20/19, Royal Institute of Technology, Department of Real Estate and Construction Management & Banking and Finance.
  • Handle: RePEc:hhs:kthrec:2020_019
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    References listed on IDEAS

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    1. Guerrieri, Veronica & Hartley, Daniel & Hurst, Erik, 2013. "Endogenous gentrification and housing price dynamics," Journal of Public Economics, Elsevier, vol. 100(C), pages 45-60.
    2. Sue Easton & Loretta Lees & Phil Hubbard & Nicholas Tate, 2020. "Measuring and mapping displacement: The problem of quantification in the battle against gentrification," Urban Studies, Urban Studies Journal Limited, vol. 57(2), pages 286-306, February.
    3. Taylor Harris Braswell, 2018. "Fresh food, new faces: community gardening as ecological gentrification in St. Louis, Missouri," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 35(4), pages 809-822, December.
    4. Charles-Olivier Amédée-Manesme & Michel Baroni & Fabrice Barthélémy & Francois des Rosiers, 2017. "Market heterogeneity and the determinants of Paris apartment prices: A quantile regression approach," Urban Studies, Urban Studies Journal Limited, vol. 54(14), pages 3260-3280, November.
    5. 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.
    6. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    7. Rowland Atkinson, 2004. "The evidence on the impact of gentrification: new lessons for the urban renaissance?," International Journal of Housing Policy, Taylor & Francis Journals, vol. 4(1), pages 107-131.
    8. Spalevic, Zaklina & Ilic, Milos & Filipic, Goran, 2019. "Правни и економски аспекти интелектуалне својине у цyбер простору," Ekonomika, Journal for Economic Theory and Practice and Social Issues, Society of Economists Ekonomika, Nis, Serbia, vol. 65(2), February.
    9. Sofie R. Waltl, 2019. "Variation Across Price Segments and Locations: A Comprehensive Quantile Regression Analysis of the Sydney Housing Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 47(3), pages 723-756, September.
    10. Ellen, Ingrid Gould & O'Regan, Katherine M., 2011. "How low income neighborhoods change: Entry, exit, and enhancement," Regional Science and Urban Economics, Elsevier, vol. 41(2), pages 89-97, March.
    11. James Yoo & Thomas Frederick, 2017. "The varying impact of land subsidence and earth fissures on residential property values in Maricopa County – a quantile regression approach," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 21(2), pages 204-216, May.
    12. Jason Hackworth & Neil Smith, 2001. "The changing state of gentrification," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 92(4), pages 464-477, November.
    13. Joachim Zietz & Emily Zietz & G. Sirmans, 2008. "Determinants of House Prices: A Quantile Regression Approach," The Journal of Real Estate Finance and Economics, Springer, vol. 37(4), pages 317-333, November.
    14. Lei Zhang & Tammy Leonard, 2019. "Flood Hazards Impact on Neighborhood House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 58(4), pages 656-674, May.
    15. Rowland Atkinson, 2004. "The evidence on the impact of gentrification: new lessons for the urban renaissance?," European Journal of Housing Policy, Taylor and Francis Journals, vol. 4(1), pages 107-131.
    16. Liao, Wen-Chi & Wang, Xizhu, 2012. "Hedonic house prices and spatial quantile regression," Journal of Housing Economics, Elsevier, vol. 21(1), pages 16-27.
    17. Zhang, Lei, 2016. "Flood hazards impact on neighborhood house prices: A spatial quantile regression analysis," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 12-19.
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    More about this item

    Keywords

    Gentrification; Getis-Ord statistics; Housing prices;
    All these keywords.

    JEL classification:

    • 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
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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