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Shedding new light on residential property price variation in England: A multi-scale exploration

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  • Bin Chi
  • Adam Dennett
  • Thomas Oléron-Evans
  • Robin Morphet

Abstract

Exploring the nature of spatial and temporal variation in house prices is important because it can help better understand such issues as affordability and equity of access to housing. In the UK, research on house price variation has been hindered by a lack of extensive data linking the prices of properties at different places and times to their physical attributes. This paper addresses this gap through using a new dataset linking Land Registry Price Paid Data to attribute data from Ordnance Survey and Energy Performance Certificates datasets. The new data are used to investigate spatial disparities in England’s house prices at four geographical scales (from local authority to individual address) between 2009 and 2016 – a period of sustained price rises after the global financial crisis of 2008. We selected two housing price measures for comparison, namely transaction price and the house price per square metre. Multilevel variance components models are used to estimate variation in the two house price measures at four different spatial scales and we compare spatial disparities in the two measures at these different scales. Our results suggest that accounting for the size of properties by using house price per square metre offers a more accurate picture of house price variation than does the use of transaction prices at the same geographic scale. Spatial disparities in house price per square metre are more apparent and are seen to be clustered at local authority level and highly clustered at Middle Layer Super Output Area level, with imbalances increasing during this eight-year period and highlighting the strong and growing influence of London on the national housing market.

Suggested Citation

  • Bin Chi & Adam Dennett & Thomas Oléron-Evans & Robin Morphet, 2021. "Shedding new light on residential property price variation in England: A multi-scale exploration," Environment and Planning B, , vol. 48(7), pages 1895-1911, September.
  • Handle: RePEc:sae:envirb:v:48:y:2021:i:7:p:1895-1911
    DOI: 10.1177/2399808320951212
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    References listed on IDEAS

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    1. Katharina Knoll & Moritz Schularick & Thomas Steger, 2017. "No Price Like Home: Global House Prices, 1870-2012," American Economic Review, American Economic Association, vol. 107(2), pages 331-353, February.
    2. Goodman, Allen C. & Thibodeau, Thomas G., 2003. "Housing market segmentation and hedonic prediction accuracy," Journal of Housing Economics, Elsevier, vol. 12(3), pages 181-201, September.
    3. Petra Visser & Frank Van Dam & Pieter Hooimeijer, 2008. "Residential Environment And Spatial Variation In House Prices In The Netherlands," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 99(3), pages 348-360, July.
    4. Chris Hamnett & Jonathan Reades, 2019. "Mind the gap: implications of overseas investment for regional house price divergence in Britain," Housing Studies, Taylor & Francis Journals, vol. 34(3), pages 388-406, March.
    5. Nikodem Szumilo & Edyta Laszkiewicz & Franz Fuerst, 2017. "The spatial impact of employment centres on housing markets," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(4), pages 472-491, October.
    6. Michael Edwards, 2016. "The housing crisis and London," City, Taylor & Francis Journals, vol. 20(2), pages 222-237, April.
    7. McDonald, Ronald & Taylor, Mark P, 1993. "Regional House Prices in Britain: Long-Run Relationships and Short-Run Dynamics," Scottish Journal of Political Economy, Scottish Economic Society, vol. 40(1), pages 43-55, February.
    8. Cook, Steven, 2005. "Regional house price behaviour in the UK: application of a joint testing procedure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 345(3), pages 611-621.
    9. Basu, Sabyasachi & Thibodeau, Thomas G, 1998. "Analysis of Spatial Autocorrelation in House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 61-85, July.
    10. Guanpeng Dong & Richard Harris & Kelvyn Jones & Jianhui Yu, 2015. "Multilevel Modelling with Spatial Interaction Effects with Application to an Emerging Land Market in Beijing, China," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-18, June.
    11. David Gray, 2012. "District House Price Movements in England and Wales 1997–2007: An Exploratory Spatial Data Analysis Approach," Urban Studies, Urban Studies Journal Limited, vol. 49(7), pages 1411-1434, May.
    12. Goodman, Allen C. & Thibodeau, Thomas G., 1998. "Housing Market Segmentation," Journal of Housing Economics, Elsevier, vol. 7(2), pages 121-143, June.
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    1. S'andor Juh'asz & GergH{o} Pint'er & 'Ad'am Kov'acs & Endre Borza & Gergely M'onus & L'aszl'o LH{o}rincz & Bal'azs Lengyel, 2022. "Amenity complexity and urban locations of socio-economic mixing," Papers 2212.07280, arXiv.org, revised Jul 2023.
    2. Sandor Juhasz & Gergo Pinter & Adam Kovacs & Endre Borza & Gergely Monus & Laszlo Lorincz & Balazs Lengyel, 2022. "Amenity complexity and urban locations of socio-economic mixing," Papers in Evolutionary Economic Geography (PEEG) 2232, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2022.

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