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Beyond average population density: Measuring sprawl with density-allocation indicators

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  • Tikoudis, Ioannis
  • Farrow, Katherine
  • Mebiame, Rose Mba
  • Oueslati, Walid

Abstract

Average population density has been a traditional urban sprawl indicator, but it is insufficient to encapsulate its detrimental impacts. We demonstrate that cities of identical average population density may be subject to very different levels of car dependency, CO2 emissions and public budget deficits. To capture this, we shed light into the properties of two “density-allocation” indicators: the percentage of urban land in which population density falls below a predetermined threshold value, and the fraction of the population living in such areas. Using unique data, we measure these indicators in more than 1100 urban areas of 29 OECD countries and at three time points: 1990, 2000 and 2014. We identify four different patterns for the coevolution of average population density and these indicators. The results show that densification of urban cores concurs with rapid suburbanization in many cities. We perform intertemporal cross-city and cross-country analyses and discuss the multiple policy implications emerging from them.

Suggested Citation

  • Tikoudis, Ioannis & Farrow, Katherine & Mebiame, Rose Mba & Oueslati, Walid, 2022. "Beyond average population density: Measuring sprawl with density-allocation indicators," Land Use Policy, Elsevier, vol. 112(C).
    • Handle: RePEc:eee:lauspo:v:112:y:2022:i:c:s026483772100555x
    DOI: 10.1016/j.landusepol.2021.105832
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    1. Tscharaktschiew, Stefan & Hirte, Georg, 2012. "Should subsidies to urban passenger transport be increased? A spatial CGE analysis for a German metropolitan area," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(2), pages 285-309.
    2. Verhoef, Erik T., 2005. "Second-best congestion pricing schemes in the monocentric city," Journal of Urban Economics, Elsevier, vol. 58(3), pages 367-388, November.
    3. Savage, Ian, 2004. "Management objectives and the causes of mass transit deficits," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(3), pages 181-199, March.
    4. Small Kenneth A. & Song Shunfeng, 1994. "Population and Employment Densities: Structure and Change," Journal of Urban Economics, Elsevier, vol. 36(3), pages 292-313, November.
    5. Kalkuhl, Matthias & Fernandez Milan, Blanca & Schwerhoff, Gregor & Jakob, Michael & Hahnen, Maren & Creutzig, Felix, 2018. "Can land taxes foster sustainable development? An assessment of fiscal, distributional and implementation issues," Land Use Policy, Elsevier, vol. 78(C), pages 338-352.
    6. Amnon Frenkel & Maya Ashkenazi, 2008. "The integrated sprawl index: measuring the urban landscape in Israel," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(1), pages 99-121, March.
    7. Tikoudis, Ioannis & Verhoef, Erik T. & van Ommeren, Jos N., 2018. "Second-best urban tolls in a monocentric city with housing market regulations," Transportation Research Part B: Methodological, Elsevier, vol. 117(PA), pages 342-359.
    8. Miriam Hortas-Rico & Albert Solé-Ollé, 2010. "Does Urban Sprawl Increase the Costs of Providing Local Public Services? Evidence from Spanish Municipalities," Urban Studies, Urban Studies Journal Limited, vol. 47(7), pages 1513-1540, June.
    9. Apostolos Baltzopoulos & Pontus Braunerhjelm & Ioannis Tikoudis, 2016. "Spin-offs: why geography matters," Journal of Economic Geography, Oxford University Press, vol. 16(2), pages 273-303.
    10. Chen Zeng & Sanwei He & Jiaxing Cui, 2014. "A Multi-Level and Multi-Dimensional Measuring on Urban Sprawl: A Case Study in Wuhan Metropolitan Area, Central China," Sustainability, MDPI, vol. 6(6), pages 1-28, June.
    11. Ioannis Tikoudis & Luis Martinez & Katherine Farrow & Clara García Bouyssou & Olga Petrik & Walid Oueslati, 2021. "Exploring the impact of shared mobility services on CO2," OECD Environment Working Papers 175, OECD Publishing.
    12. Cesare Feliciantonio & Luca Salvati & Efthymia Sarantakou & Kostas Rontos, 2018. "Class diversification, economic growth and urban sprawl: evidences from a pre-crisis European city," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1501-1522, July.
    13. Proeger, Till & Meub, Lukas & Bizer, Kilian, 2017. "The role of communication on an experimental market for tradable development rights," Land Use Policy, Elsevier, vol. 68(C), pages 614-624.
    14. Ioannis Tikoudis, 2020. "Second‐Best Road Taxes in Polycentric Networks with Distorted Labor Markets," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(1), pages 391-428, January.
    15. Bertaud, Alain & Brueckner, Jan K., 2005. "Analyzing building-height restrictions: predicted impacts and welfare costs," Regional Science and Urban Economics, Elsevier, vol. 35(2), pages 109-125, March.
    16. Ilaria Zambon & Artemi Cerdà & Filippo Gambella & Gianluca Egidi & Luca Salvati, 2019. "Industrial Sprawl and Residential Housing: Exploring the Interplay between Local Development and Land-Use Change in the Valencian Community, Spain," Land, MDPI, vol. 8(10), pages 1-18, September.
    17. Tikoudis, Ioannis & Verhoef, Erik T. & van Ommeren, Jos N., 2015. "On revenue recycling and the welfare effects of second-best congestion pricing in a monocentric city," Journal of Urban Economics, Elsevier, vol. 89(C), pages 32-47.
    18. Zhao, Zhenxiang & Kaestner, Robert, 2010. "Effects of urban sprawl on obesity," Journal of Health Economics, Elsevier, vol. 29(6), pages 779-787, December.
    19. Erick Guerra & Robert Cervero, 2011. "Cost of a Ride," Journal of the American Planning Association, Taylor & Francis Journals, vol. 77(3), pages 267-290.
    20. Anas, Alex & Hiramatsu, Tomoru, 2012. "The effect of the price of gasoline on the urban economy: From route choice to general equilibrium," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(6), pages 855-873.
    21. Fujita,Masahisa, 1991. "Urban Economic Theory," Cambridge Books, Cambridge University Press, number 9780521396455, September.
    22. Liu, Yong & Fan, Peilei & Yue, Wenze & Song, Yan, 2018. "Impacts of land finance on urban sprawl in China: The case of Chongqing," Land Use Policy, Elsevier, vol. 72(C), pages 420-432.
    23. Brownstone, David & Golob, Thomas F., 2009. "The impact of residential density on vehicle usage and energy consumption," Journal of Urban Economics, Elsevier, vol. 65(1), pages 91-98, January.
    24. Vishal Chettry & Meenal Surawar, 2021. "Assessment of urban sprawl characteristics in Indian cities using remote sensing: case studies of Patna, Ranchi, and Srinagar," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 11913-11935, August.
    25. Stefan Siedentop & Stefan Fina, 2012. "Who Sprawls Most? Exploring the Patterns of Urban Growth across 26 European Countries," Environment and Planning A, , vol. 44(11), pages 2765-2784, November.
    26. Raman, Rewati & Roy, Uttam Kumar, 2019. "Taxonomy of urban mixed land use planning," Land Use Policy, Elsevier, vol. 88(C).
    27. Steurer, Miriam & Bayr, Caroline, 2020. "Measuring urban sprawl using land use data," Land Use Policy, Elsevier, vol. 97(C).
    28. Kuang, Wenhui, 2020. "National urban land-use/cover change since the beginning of the 21st century and its policy implications in China," Land Use Policy, Elsevier, vol. 97(C).
    29. Ioannis Tikoudis & Walid Oueslati, 2017. "Multi-objective local environmental simulator (MOLES 1.0): Model specification, algorithm design and policy applications," OECD Environment Working Papers 122, OECD Publishing.
    30. Miriam Steurer & Caroline Bayr, 2020. "Measuring Urban Sprawl using Land Use Data," Graz Economics Papers 2020-02, University of Graz, Department of Economics.
    31. Mendonça, Rita & Roebeling, Peter & Martins, Filomena & Fidélis, Teresa & Teotónio, Carla & Alves, Henrique & Rocha, João, 2020. "Assessing economic instruments to steer urban residential sprawl, using a hedonic pricing simulation modelling approach," Land Use Policy, Elsevier, vol. 92(C).
    32. John Holtzclaw & Robert Clear & Hank Dittmar & David Goldstein & Peter Haas, 2002. "Location Efficiency: Neighborhood and Socio-Economic Characteristics Determine Auto Ownership and Use - Studies in Chicago, Los Angeles and San Francisco," Transportation Planning and Technology, Taylor & Francis Journals, vol. 25(1), pages 1-27, January.
    33. Daniel Arribas-Bel & Peter Nijkamp & Henk Scholten, 2011. "Multi-Dimensional Urban Sprawl in Europe: a Self-Organizing Map Approach," ERSA conference papers ersa10p485, European Regional Science Association.
    34. Zambon, Ilaria & Serra, Pere & Grigoriadis, Efstathios & Carlucci, Margherita & Salvati, Luca, 2017. "Emerging urban centrality: An entropy-based indicator of polycentric development and economic growth," Land Use Policy, Elsevier, vol. 68(C), pages 365-371.
    35. Ioannis Tikoudis & Walid Oueslati, 2021. "MOLES: A New Approach to Modeling the Environmental and Economic Impacts of Urban Policies," Computational Economics, Springer;Society for Computational Economics, vol. 58(3), pages 641-690, October.
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