IDEAS home Printed from https://ideas.repec.org/a/eee/jotrge/v62y2017icp213-228.html
   My bibliography  Save this article

Policy-led selection of the most appropriate empirical model to estimate hedonic prices in the residential market

Author

Listed:
  • Olaru, Doina
  • Mulley, Corinne
  • Smith, Brett
  • Ma, Liang

Abstract

No abstract is available for this item.

Suggested Citation

  • Olaru, Doina & Mulley, Corinne & Smith, Brett & Ma, Liang, 2017. "Policy-led selection of the most appropriate empirical model to estimate hedonic prices in the residential market," Journal of Transport Geography, Elsevier, vol. 62(C), pages 213-228.
  • Handle: RePEc:eee:jotrge:v:62:y:2017:i:c:p:213-228
    DOI: 10.1016/j.jtrangeo.2017.06.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0966692317301680
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jtrangeo.2017.06.004?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
    ---><---

    References listed on IDEAS

    as
    1. Corinne Mulley, 2014. "Accessibility and Residential Land Value Uplift: Identifying Spatial Variations in the Accessibility Impacts of a Bus Transitway," Urban Studies, Urban Studies Journal Limited, vol. 51(8), pages 1707-1724, June.
    2. Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, May.
    3. Robert Cervero & Michael Duncan, 2004. "Neighbourhood Composition and Residential Land Prices: Does Exclusion Raise or Lower Values?," Urban Studies, Urban Studies Journal Limited, vol. 41(2), pages 299-315, February.
    4. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, December.
    5. Antonio Páez & Steven Farber & David Wheeler, 2011. "A Simulation-Based Study of Geographically Weighted Regression as a Method for Investigating Spatially Varying Relationships," Environment and Planning A, , vol. 43(12), pages 2992-3010, December.
    6. Munoz-Raskin, Ramon, 2010. "Walking accessibility to bus rapid transit: Does it affect property values? The case of Bogotá, Colombia," Transport Policy, Elsevier, vol. 17(2), pages 72-84, March.
    7. Walid Oueslati & Seraphim Alvanides & Guy Garrod, 2015. "Determinants of urban sprawl in European cities," Urban Studies, Urban Studies Journal Limited, vol. 52(9), pages 1594-1614, July.
    8. Martínez, Luis Miguel Garrido & Viegas, José Manuel, 2012. "The value capture potential of the Lisbon Subway," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 5(1), pages 65-82.
    9. Robert Armstrong & Daniel Rodríguez, 2006. "An Evaluation of the Accessibility Benefits of Commuter Rail in Eastern Massachusetts using Spatial Hedonic Price Functions," Transportation, Springer, vol. 33(1), pages 21-43, January.
    10. Michael Manville, 2013. "Parking Requirements and Housing Development," Journal of the American Planning Association, Taylor & Francis Journals, vol. 79(1), pages 49-66, January.
    11. Kulmer, Veronika & Koland, Olivia & Steininger, Karl W. & Fürst, Bernhard & Käfer, Andreas, 2014. "The interaction of spatial planning and transport policy: A regional perspective on sprawl," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 7(1), pages 57-77.
    12. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    13. 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..
    14. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    15. 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.
    16. Stanley, John K. & Hensher, David A. & Stanley, Janet R. & Vella-Brodrick, Dianne, 2011. "Mobility, social exclusion and well-being: Exploring the links," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(8), pages 789-801, October.
    17. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    18. H. William Batt, 2001. "Value Capture as a Policy Tool in Transportation Economics: An Exploration in Public Finance in the Tradition of Henry George," American Journal of Economics and Sociology, Wiley Blackwell, vol. 60(1), pages 195-228, January.
    19. David Levinson, 2008. "Density and dispersion: the co-development of land use and rail in London," Journal of Economic Geography, Oxford University Press, vol. 8(1), pages 55-77, January.
    20. Yinger, John, 1992. "City and suburb: Urban models with more than one employment center," Journal of Urban Economics, Elsevier, vol. 31(2), pages 181-205, March.
    21. Louise Reardon & Saamah Abdallah, 2013. "Well-being and Transport: Taking Stock and Looking Forward," Transport Reviews, Taylor & Francis Journals, vol. 33(6), pages 634-657, November.
    22. Banister, David & Bowling, Ann, 2004. "Quality of life for the elderly: the transport dimension," Transport Policy, Elsevier, vol. 11(2), pages 105-115, April.
    23. Susanne Nordbakke & Tim Schwanen, 2014. "Well-being and Mobility: A Theoretical Framework and Literature Review Focusing on Older People," Mobilities, Taylor & Francis Journals, vol. 9(1), pages 104-129, February.
    24. Cervero, Robert & Kang, Chang Deok, 2011. "Bus rapid transit impacts on land uses and land values in Seoul, Korea," Transport Policy, Elsevier, vol. 18(1), pages 102-116, January.
    25. Feng Xie & David Levinson, 2010. "How streetcars shaped suburbanization: a Granger causality analysis of land use and transit in the Twin Cities," Journal of Economic Geography, Oxford University Press, vol. 10(3), pages 453-470, May.
    26. Ghebreegziabiher Debrezion & Eric Pels & Piet Rietveld, 2007. "The Impact of Railway Stations on Residential and Commercial Property Value: A Meta-analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 161-180, August.
    27. Currie, Grahama & Richardson, Tony & Smyth, Paul & Vella-Brodrick, Dianne & Hine, Julian & Lucas, Karen & Stanley, Janet & Morris, Jenny & Kinnear, Ray & Stanley, John, 2010. "Investigating links between transport disadvantage, social exclusion and well-being in Melbourne - Updated results," Research in Transportation Economics, Elsevier, vol. 29(1), pages 287-295.
    28. Claudio A. Agostini & Gastón A. Palmucci, 2008. "The Anticipated Capitalisation Effect of a New Metro Line on Housing Prices," Fiscal Studies, Institute for Fiscal Studies, vol. 29(2), pages 233-256, June.
    29. David Wheeler & Michael Tiefelsdorf, 2005. "Multicollinearity and correlation among local regression coefficients in geographically weighted regression," Journal of Geographical Systems, Springer, vol. 7(2), pages 161-187, June.
    30. Stephen Gibbons & Stephen Machin, 2008. "Valuing school quality, better transport, and lower crime: evidence from house prices," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(1), pages 99-119, spring.
    31. McIntosh, James & Trubka, Roman & Newman, Peter, 2014. "Can value capture work in a car dependent city? Willingness to pay for transit access in Perth, Western Australia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 67(C), pages 320-339.
    32. Löchl, Michael & Axhausen, Kay W., 2010. "Modelling hedonic residential rents for land use and transport simulation while considering spatial effects," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 3(2), pages 39-63.
    33. Gabriel Ahlfeldt, 2011. "If Alonso Was Right: Modeling Accessibility And Explaining The Residential Land Gradient," Journal of Regional Science, Wiley Blackwell, vol. 51(2), pages 318-338, May.
    34. Delbosc, Alexa & Currie, Graham, 2011. "Exploring the relative influences of transport disadvantage and social exclusion on well-being," Transport Policy, Elsevier, vol. 18(4), pages 555-562, August.
    35. Billings, Stephen B., 2011. "Estimating the value of a new transit option," Regional Science and Urban Economics, Elsevier, vol. 41(6), pages 525-536.
    36. A. Fotheringham & Ricardo Crespo & Jing Yao, 2015. "Exploring, modelling and predicting spatiotemporal variations in house prices," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(2), pages 417-436, March.
    37. Li, Fei & Guo, Zhan, 2014. "Do parking standards matter? Evaluating the London parking reform with a matched-pair approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 67(C), pages 352-365.
    38. Kenyon, Susan, 2011. "Transport and social exclusion: access to higher education in the UK policy context," Journal of Transport Geography, Elsevier, vol. 19(4), pages 763-771.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Filippova, Olga & Sheng, Mingyue, 2020. "Impact of bus rapid transit on residential property prices in Auckland, New Zealand," Journal of Transport Geography, Elsevier, vol. 86(C).
    2. Lucas, Karen & Philips, Ian & Mulley, Corinne & Ma, Liang, 2018. "Is transport poverty socially or environmentally driven? Comparing the travel behaviours of two low-income populations living in central and peripheral locations in the same city," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 622-634.
    3. Ho, Chinh Q., 2022. "Can MaaS change users’ travel behaviour to deliver commercial and societal outcomes?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 165(C), pages 76-97.
    4. D'Elia, Vanesa Valeria & Grand, Mariana Conte & León, Sonia, 2020. "Bus rapid transit and property values in Buenos Aires: Combined spatial hedonic pricing and propensity score techniques," Research in Transportation Economics, Elsevier, vol. 80(C).

    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. Ibeas, Ángel & Cordera, Ruben & dell’Olio, Luigi & Coppola, Pierluigi & Dominguez, Alberto, 2012. "Modelling transport and real-estate values interactions in urban systems," Journal of Transport Geography, Elsevier, vol. 24(C), pages 370-382.
    2. Mulley, Corinne & Ma, Liang & Clifton, Geoffrey & Yen, Barbara & Burke, Matthew, 2016. "Residential property value impacts of proximity to transport infrastructure: An investigation of bus rapid transit and heavy rail networks in Brisbane, Australia," Journal of Transport Geography, Elsevier, vol. 54(C), pages 41-52.
    3. Dubé, Jean & Le Gallo, Julie & Des Rosiers, François & Legros, Diègo & Champagne, Marie-Pier, 2024. "An integrated causal framework to evaluate uplift value with an example on change in public transport supply," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 185(C).
    4. Dubé, Jean & Andrianary, Eugénie & Assad-Déry, François & Poupart, Janie & Simard, Justine, 2018. "Exploring difference in value uplift resulting from new bus rapid transit routes within a medium size metropolitan area," Journal of Transport Geography, Elsevier, vol. 72(C), pages 258-269.
    5. Mitra, Suman K. & Saphores, Jean-Daniel M., 2016. "The value of transportation accessibility in a least developed country city – The case of Rajshahi City, Bangladesh," Transportation Research Part A: Policy and Practice, Elsevier, vol. 89(C), pages 184-200.
    6. Yen, Barbara T.H. & Mulley, Corinne & Shearer, Heather & Burke, Matthew, 2018. "Announcement, construction or delivery: When does value uplift occur for residential properties? Evidence from the Gold Coast Light Rail system in Australia," Land Use Policy, Elsevier, vol. 73(C), pages 412-422.
    7. Zhong, Haotian & Li, Wei, 2016. "Rail transit investment and property values: An old tale retold," Transport Policy, Elsevier, vol. 51(C), pages 33-48.
    8. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
    9. Filippova, Olga & Sheng, Mingyue, 2020. "Impact of bus rapid transit on residential property prices in Auckland, New Zealand," Journal of Transport Geography, Elsevier, vol. 86(C).
    10. Yuxiang Wang & Xueli Liu & Feng Wang, 2018. "Economic Impact of the High-Speed Railway on Housing Prices in China," Sustainability, MDPI, vol. 10(12), pages 1-21, December.
    11. Mulley, Corinne & Tsai, Chi-Hong (Patrick), 2016. "When and how much does new transport infrastructure add to property values? Evidence from the bus rapid transit system in Sydney, Australia," Transport Policy, Elsevier, vol. 51(C), pages 15-23.
    12. Haizhen Wen & Zaiyuan Gui & Chuanhao Tian & Yue Xiao & Li Fang, 2018. "Subway Opening, Traffic Accessibility, and Housing Prices: A Quantile Hedonic Analysis in Hangzhou, China," Sustainability, MDPI, vol. 10(7), pages 1-23, June.
    13. Cordera, Ruben & Coppola, Pierluigi & dell'Olio, Luigi & Ibeas, Ángel, 2019. "The impact of accessibility by public transport on real estate values: A comparison between the cities of Rome and Santander," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 308-319.
    14. 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.
    15. Amarin Siripanich & Taha Hossein Rashidi & Emily Moylan, 2019. "Interaction of Public Transport Accessibility and Residential Property Values Using Smart Card Data," Sustainability, MDPI, vol. 11(9), pages 1-24, May.
    16. Seungwoo Chin & Matthew E. Kahn & Hyungsik Roger Moon, 2020. "Estimating the Gains from New Rail Transit Investment: A Machine Learning Tree Approach," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 48(3), pages 886-914, September.
    17. Paliska, Dejan & Drobne, Samo, 2020. "Impact of new motorway on housing prices in rural North-East Slovenia," Journal of Transport Geography, Elsevier, vol. 88(C).
    18. Jonas Eliasson & Fredrik Kopsch & Svante Mandell & Mats Wilhelmsson, 2020. "Transport Mode and the Value of Accessibility–A Potential Input for Sustainable Investment Analysis," Sustainability, MDPI, vol. 12(5), pages 1-14, March.
    19. Chinmoy Ghosh & Venkatesh Panchapagesan & Madalasa Venkataraman, 2024. "On the Impact of Infrastructure Improvement on Real Estate Property Values: Evidence from a Quasi-natural Experiment in an Emerging Market," The Journal of Real Estate Finance and Economics, Springer, vol. 68(1), pages 103-137, January.
    20. Thomas M. Fullerton & Arturo Bujanda, 2018. "Commercial property values in a border metropolitan economy," Asia-Pacific Journal of Regional Science, Springer, vol. 2(2), pages 337-360, August.

    More about this item

    Statistics

    Access and download statistics

    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:jotrge:v:62:y:2017:i:c:p:213-228. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-transport-geography .

    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.