IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v81y2019icp143-152.html
   My bibliography  Save this article

Exploring the spatial structure of housing prices under economic expansion and stagnation: The role of socio-demographic factors in metropolitan Rome, Italy

Author

Listed:
  • Salvati, Luca
  • Ciommi, Maria Teresa
  • Serra, Pere
  • Chelli, Francesco M.

Abstract

Analysis of changes over time in the spatial structure of housing prices provides reliable information to infer latent patterns and processes of urban growth. Although the 2008 financial recession had a negative impact on building activity in Europe - and especially in southern Europe - the overall impact of the global crisis on the spatial structure of housing prices has been occasionally investigated at the local scale. The present study compares the spatial structure of transaction prices under economic expansion (2003–2009) and recession (2009–2015) in Rome (central Italy), evaluating the combined influence of demography, land-use and territorial factors. Transaction prices increased significantly during expansion and decreased less sharply during recession. The highest housing prices were recorded in downtown Rome. Convergence and divergence in the level of housing prices between urban and rural areas were observed respectively during economic expansion and recession. The empirical results of this study indicate that the 2008 financial crisis influenced considerably the spatial structure of housing prices in Rome, weakening the urban-rural divide and consolidating the gap between wealthy and poor neighbourhoods.

Suggested Citation

  • Salvati, Luca & Ciommi, Maria Teresa & Serra, Pere & Chelli, Francesco M., 2019. "Exploring the spatial structure of housing prices under economic expansion and stagnation: The role of socio-demographic factors in metropolitan Rome, Italy," Land Use Policy, Elsevier, vol. 81(C), pages 143-152.
  • Handle: RePEc:eee:lauspo:v:81:y:2019:i:c:p:143-152
    DOI: 10.1016/j.landusepol.2018.10.030
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264837718307853
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.landusepol.2018.10.030?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Alex Anas & Richard Arnott & Kenneth A. Small, 1998. "Urban Spatial Structure," Journal of Economic Literature, American Economic Association, vol. 36(3), pages 1426-1464, September.
    2. Jorge Chica-Olmo, 2007. "Prediction of Housing Location Price by a Multivariate Spatial Method: Cokriging," Journal of Real Estate Research, American Real Estate Society, vol. 29(1), pages 95-114.
    3. Seong-Hoon Cho & Seung Gyu Kim & Roland Roberts, 2011. "Values of environmental landscape amenities during the 2000-2006 real estate boom and subsequent 2008 recession," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 54(1), pages 71-91.
    4. Hort, Katinka, 1998. "The Determinants of Urban House Price Fluctuations in Sweden 1968-1994," Journal of Housing Economics, Elsevier, vol. 7(2), pages 93-120, June.
    5. Yong Tu & Hua Sun & Shi-Ming Yu, 2007. "Spatial Autocorrelations and Urban Housing Market Segmentation," The Journal of Real Estate Finance and Economics, Springer, vol. 34(3), pages 385-406, April.
    6. Holly, Sean & Pesaran, M. Hashem & Yamagata, Takashi, 2010. "A spatio-temporal model of house prices in the USA," Journal of Econometrics, Elsevier, vol. 158(1), pages 160-173, September.
    7. An-Ming Wang & Chung-Hsin Yang, 2013. "The Price Effect on Spatial Structure: Revisiting the New Economic Geography Model," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(4), pages 519-539, June.
    8. Pasquale De Muro & Salvatore Monni & Pasquale Tridico, 2011. "Knowledge‐Based Economy and Social Exclusion: Shadow and Light in the Roman Socio‐Economic Model," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 35(6), pages 1212-1238, November.
    9. Ron Martin, 2011. "The local geographies of the financial crisis: from the housing bubble to economic recession and beyond," Journal of Economic Geography, Oxford University Press, vol. 11(4), pages 587-618, July.
    10. Holly, Sean & Hashem Pesaran, M. & Yamagata, Takashi, 2011. "The spatial and temporal diffusion of house prices in the UK," Journal of Urban Economics, Elsevier, vol. 69(1), pages 2-23, January.
    11. Sun Sheng Han, 2005. "Polycentric Urban Development and Spatial Clustering of Condominium Property Values: Singapore in the 1990s," Environment and Planning A, , vol. 37(3), pages 463-481, March.
    12. Kamar Ali & Mark D. Partridge & M. Rose Olfert, 2007. "Can Geographically Weighted Regressions Improve Regional Analysis and Policy Making?," International Regional Science Review, , vol. 30(3), pages 300-329, July.
    13. Salvati, Luca & Carlucci, Margherita, 2011. "The economic and environmental performances of rural districts in Italy: Are competitiveness and sustainability compatible targets?," Ecological Economics, Elsevier, vol. 70(12), pages 2446-2453.
    14. Englund, Peter & Ioannides, Yannis M., 1997. "House Price Dynamics: An International Empirical Perspective," Journal of Housing Economics, Elsevier, vol. 6(2), pages 119-136, June.
    15. David M. Brasington, 2004. "House Prices and the Structure of Local Government: An Application of Spatial Statistics," The Journal of Real Estate Finance and Economics, Springer, vol. 29(2), pages 211-231, September.
    16. Christopher Bitter & Gordon Mulligan & Sandy Dall’erba, 2007. "Incorporating spatial variation in housing attribute prices: a comparison of geographically weighted regression and the spatial expansion method," Journal of Geographical Systems, Springer, vol. 9(1), pages 7-27, April.
    17. Ramin Keivani & Michael Mattingly, 2007. "The Interface of Globalization and Peripheral Land in the Cities of the South: Implications for Urban Governance and Local Economic Development," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 31(2), pages 459-474, June.
    18. Steven Bourassa & Eva Cantoni & Martin Hoesli, 2007. "Spatial Dependence, Housing Submarkets, and House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 143-160, August.
    19. Danlin Yu & Yehua Dennis Wei & Changshan Wu, 2007. "Modeling Spatial Dimensions of Housing Prices in Milwaukee, WI," Environment and Planning B, , vol. 34(6), pages 1085-1102, December.
    20. Philip Kostov, 2009. "A Spatial Quantile Regression Hedonic Model of Agricultural Land Prices," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(1), pages 53-72.
    21. Christian Longhi & Antonio Musolesi, 2007. "European cities in the process of economic integration: towards structural convergence," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 41(2), pages 333-351, June.
    22. Zambon, Ilaria & Benedetti, Anna & Ferrara, Carlotta & Salvati, Luca, 2018. "Soil Matters? A Multivariate Analysis of Socioeconomic Constraints to Urban Expansion in Mediterranean Europe," Ecological Economics, Elsevier, vol. 146(C), pages 173-183.
    23. Marco Zitti & Carlotta Ferrara & Luigi Perini & Margherita Carlucci & Luca Salvati, 2015. "Long-Term Urban Growth and Land Use Efficiency in Southern Europe: Implications for Sustainable Land Management," Sustainability, MDPI, vol. 7(3), pages 1-27, March.
    24. John M. Clapp & Hyon–Jung Kim & Alan E. Gelfand, 2002. "Predicting Spatial Patterns of House Prices Using LPR and Bayesian Smoothing," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(4), pages 505-532.
    25. Xuefei Ren, 2015. "City power and urban fiscal crises: the USA, China, and India," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 19(1), pages 73-81, March.
    26. Luca Salvati & Vittorio Gargiulo Morelli, 2014. "Unveiling Urban Sprawl in the Mediterranean Region: Towards a Latent Urban Transformation?," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 38(6), pages 1935-1953, November.
    27. Zheng, Siqi & Kahn, Matthew E., 2008. "Land and residential property markets in a booming economy: New evidence from Beijing," Journal of Urban Economics, Elsevier, vol. 63(2), pages 743-757, March.
    28. 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.
    29. Allen C. Goodman & Thomas G. Thibodeau, 2007. "The Spatial Proximity of Metropolitan Area Housing Submarkets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 35(2), pages 209-232, June.
    30. Bradford Case & John Clapp & Robin Dubin & Mauricio Rodriguez, 2004. "Modeling Spatial and Temporal House Price Patterns: A Comparison of Four Models," The Journal of Real Estate Finance and Economics, Springer, vol. 29(2), pages 167-191, September.
    31. Liv Osland, 2010. "An Application of Spatial Econometrics in Relation to Hedonic House Price Modelling," Journal of Real Estate Research, American Real Estate Society, vol. 32(3), pages 289-320.
    32. Norman Miller & Liang Peng & Michael Sklarz, 2011. "House Prices and Economic Growth," The Journal of Real Estate Finance and Economics, Springer, vol. 42(4), pages 522-541, May.
    33. Eleonora Patacchini, 2008. "Local analysis of economic disparities in Italy: a spatial statistics approach," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 17(1), pages 85-112, February.
    34. Anderson, Soren T. & West, Sarah E., 2006. "Open space, residential property values, and spatial context," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 773-789, November.
    35. Can, Ayse & Megbolugbe, Isaac, 1997. "Spatial Dependence and House Price Index Construction," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 203-222, Jan.-Marc.
    36. Seong-Hoon Cho & Christopher D. Clark & William M. Park & Seung Gyu Kim, 2009. "Spatial and Temporal Variation in the Housing Market Values of Lot Size and Open Space," Land Economics, University of Wisconsin Press, vol. 85(1), pages 51-73.
    37. Peter Hall, 2009. "Looking Backward, Looking Forward: The City Region of the Mid-21st Century," Regional Studies, Taylor & Francis Journals, vol. 43(6), pages 803-817.
    38. Luca Salvati & Adele Sateriano & Eftathios Grigoriadis, 2016. "Crisis and the city: profiling urban growth under economic expansion and stagnation," Letters in Spatial and Resource Sciences, Springer, vol. 9(3), pages 329-342, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Luca Salvati & Giuseppe Venanzoni & Pere Serra & Margherita Carlucci, 2016. "Scattered or polycentric? Untangling urban growth in three southern European metropolitan regions through exploratory spatial data analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 57(1), pages 1-29, July.
    2. Juergen Deppner & Marcelo Cajias, 2024. "Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach," The Journal of Real Estate Finance and Economics, Springer, vol. 68(2), pages 235-273, February.
    3. Luca Salvati, 2019. "Examining urban functions along a metropolitan gradient: a geographically weighted regression tells you more," Letters in Spatial and Resource Sciences, Springer, vol. 12(1), pages 19-40, April.
    4. Luca Salvati & Margherita Carlucci & Efstathios Grigoriadis & Francesco Maria Chelli, 2018. "Uneven dispersion or adaptive polycentrism? Urban expansion, population dynamics and employment growth in an ‘ordinary’ city," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 38(1), pages 1-25, February.
    5. Francesca Mariani & Ilaria Zambon & Luca Salvati, 2018. "Population Matters: Identifying Metropolitan Sub-Centers from Diachronic Density-Distance Curves, 1960–2010," Sustainability, MDPI, vol. 10(12), pages 1-16, December.
    6. Dieudonné Tchuente & Serge Nyawa, 2022. "Real estate price estimation in French cities using geocoding and machine learning," Annals of Operations Research, Springer, vol. 308(1), pages 571-608, January.
    7. Mariateresa Ciommi & Francesco M. Chelli & Margherita Carlucci & Luca Salvati, 2018. "Urban Growth and Demographic Dynamics in Southern Europe: Toward a New Statistical Approach to Regional Science," Sustainability, MDPI, vol. 10(8), pages 1-16, August.
    8. Yunlong Gong & Peter Boelhouwer & Jan de Haan, 2014. "Spatial Dependence in House Prices: Evidence from China's Interurban Housing Market," ERSA conference papers ersa14p448, European Regional Science Association.
    9. Marco Helbich & Wolfgang Brunauer & Eric Vaz & Peter Nijkamp, 2014. "Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria," Urban Studies, Urban Studies Journal Limited, vol. 51(2), pages 390-411, February.
    10. Jos魍ar𨁍ontero-Lorenzo & Beatriz Larraz-Iribas, 2012. "Space-time approach to commercial property prices valuation," Applied Economics, Taylor & Francis Journals, vol. 44(28), pages 3705-3715, October.
    11. Mariateresa Ciommi & Francesco M. Chelli & Luca Salvati, 2019. "Integrating parametric and non-parametric multivariate analysis of urban growth and commuting patterns in a European metropolitan area," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 957-979, March.
    12. Karolien De Bruyne & Jan Van Hove, 2013. "Explaining the spatial variation in housing prices: an economic geography approach," Applied Economics, Taylor & Francis Journals, vol. 45(13), pages 1673-1689, May.
    13. Gianluca Egidi & Rares Halbac-Cotoara-Zamfir & Sirio Cividino & Giovanni Quaranta & Luca Salvati & Andrea Colantoni, 2020. "Rural in Town: Traditional Agriculture, Population Trends, and Long-Term Urban Expansion in Metropolitan Rome," Land, MDPI, vol. 9(2), pages 1-15, February.
    14. Margherita Carlucci & Francesco Maria Chelli & Luca Salvati, 2018. "Toward a New Cycle: Short-Term Population Dynamics, Gentrification, and Re-Urbanization of Milan (Italy)," Sustainability, MDPI, vol. 10(9), pages 1-12, August.
    15. Ilaria Zambon & Pere Serra & Silvia Pili & Vincenzo Bernardini & Carlotta Ferrara & Luca Salvati, 2018. "A New Approach to Land-Use Structure: Patch Perimeter Metrics as a Spatial Analysis Tool," Sustainability, MDPI, vol. 10(7), pages 1-17, June.
    16. Rosanna Salvia & Rares Halbac-Cotoara-Zamfir & Sirio Cividino & Luca Salvati & Giovanni Quaranta, 2020. "From Rural Spaces to Peri-Urban Districts: Metropolitan Growth, Sparse Settlements and Demographic Dynamics in a Mediterranean Region," Land, MDPI, vol. 9(6), pages 1-20, June.
    17. Marcela Prokopová & Ondřej Cudlín & Renata Včeláková & Szabolcs Lengyel & Luca Salvati & Pavel Cudlín, 2018. "Latent Drivers of Landscape Transformation in Eastern Europe: Past, Present and Future," Sustainability, MDPI, vol. 10(8), pages 1-17, August.
    18. Antonio Páez & Fei Long & Steven Farber, 2008. "Moving Window Approaches for Hedonic Price Estimation: An Empirical Comparison of Modelling Techniques," Urban Studies, Urban Studies Journal Limited, vol. 45(8), pages 1565-1581, July.
    19. Luca Salvati & Pere Serra & Massimiliano Bencardino & Margherita Carlucci, 2019. "Re-urbanizing the European City: A Multivariate Analysis of Population Dynamics During Expansion and Recession Times," European Journal of Population, Springer;European Association for Population Studies, vol. 35(1), pages 1-28, February.
    20. Kobylińska Katarzyna, 2021. "The Application of Spatial Autoregressive Models for Analyzing the Influence of Spatial Factors on Real Estate Prices and Values," Real Estate Management and Valuation, Sciendo, vol. 29(4), pages 23-35, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:lauspo:v:81:y:2019:i:c:p:143-152. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joice Jiang (email available below). General contact details of provider: https://www.journals.elsevier.com/land-use-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.