IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v127y2023ics0264837723000443.html
   My bibliography  Save this article

Determining the optimal land valuation model: A case study of Hanoi, Vietnam

Author

Listed:
  • Doan, Quang Cuong

Abstract

In Vietnam, the central Government issues land price brackets, and people's committees promulgate land price tables for five years. The published land prices are always lower than transaction prices in the market, resulting in many problems such as loss of state budget, inequality in charge of compensation, and land clearance for citizens. The study aims to uncover factors that influence land prices to build optimal land valuation models for land valuation. Using the Bayesian Model Average, the findings show that several factors strongly influence urban residential land prices in Hanoi's outskirts (Quoc Oai district), such as road type, hospitals, and industrial areas. Other factors as green space and schools, are insignificant in land purchases. The finding also indicated that the optimal model in this study showed a slight difference in valuation prices from the actual market prices. The study also determined that the mass land valuation model would be promising in Vietnam and dual-price countries.

Suggested Citation

  • Doan, Quang Cuong, 2023. "Determining the optimal land valuation model: A case study of Hanoi, Vietnam," Land Use Policy, Elsevier, vol. 127(C).
    • Handle: RePEc:eee:lauspo:v:127:y:2023:i:c:s0264837723000443
    DOI: 10.1016/j.landusepol.2023.106578
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264837723000443
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.landusepol.2023.106578?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. Renigier-Biłozor, Malgorzata & Janowski, Artur & d’Amato, Maurizio, 2019. "Automated Valuation Model based on fuzzy and rough set theory for real estate market with insufficient source data," Land Use Policy, Elsevier, vol. 87(C).
    2. Ritter, Matthias & Hüttel, Silke & Odening, Martin & Seifert, Stefan, 2020. "Revisiting the relationship between land price and parcel size in agriculture," Land Use Policy, Elsevier, vol. 97(C).
    3. Shultz, Steven D & King, David A, 2001. "The Use of Census Data for Hedonic Price Estimates of Open-Space Amenities and Land Use," The Journal of Real Estate Finance and Economics, Springer, vol. 22(2-3), pages 239-252, March-May.
    4. Dziauddin, Mohd Faris, 2019. "Estimating land value uplift around light rail transit stations in Greater Kuala Lumpur: An empirical study based on geographically weighted regression (GWR)," Research in Transportation Economics, Elsevier, vol. 74(C), pages 10-20.
    5. Tang, Siman & Lo, Hong K., 2008. "The impact of public transport policy on the viability and sustainability of mass railway transit - The Hong Kong experience," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(4), pages 563-576, May.
    6. Sisman, S. & Aydinoglu, A.C., 2022. "A modelling approach with geographically weighted regression methods for determining geographic variation and influencing factors in housing price: A case in Istanbul," Land Use Policy, Elsevier, vol. 119(C).
    7. Ma, Jun & Cheng, Jack C.P. & Jiang, Feifeng & Chen, Weiwei & Zhang, Jingcheng, 2020. "Analyzing driving factors of land values in urban scale based on big data and non-linear machine learning techniques," Land Use Policy, Elsevier, vol. 94(C).
    8. Larondelle, Neele & Lauf, Steffen, 2016. "Balancing demand and supply of multiple urban ecosystem services on different spatial scales," Ecosystem Services, Elsevier, vol. 22(PA), pages 18-31.
    9. 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.
    10. Zambrano-Monserrate, Manuel A. & Ruano, María Alejandra, 2019. "Does environmental noise affect housing rental prices in developing countries? Evidence from Ecuador," Land Use Policy, Elsevier, vol. 87(C).
    11. Rotimi Boluwatife Abidoye & Albert P. C. Chan, 2017. "Modelling property values in Nigeria using artificial neural network," Journal of Property Research, Taylor & Francis Journals, vol. 34(1), pages 36-53, January.
    12. Jozef Zurada & Alan S. Levitan & Jian Guan, 2011. "A Comparison of Regression and Artificial Intelligence Methods in a Mass Appraisal Context," Journal of Real Estate Research, American Real Estate Society, vol. 33(3), pages 349-388.
    13. Michelson, Hope & Tully, Katherine, 2018. "The Millennium Villages Project and Local Land Values: Using Hedonic Pricing Methods to Evaluate Development Projects," World Development, Elsevier, vol. 101(C), pages 377-387.
    14. Carranza, Juan Pablo & Piumetto, Mario Andrés & Lucca, Carlos María & Da Silva, Everton, 2022. "Mass appraisal as affordable public policy: Open data and machine learning for mapping urban land values," Land Use Policy, Elsevier, vol. 119(C).
    15. Chakrabarti, Sandip & Kushari, Triparnee & Mazumder, Taraknath, 2022. "Does transportation network centrality determine housing price?," Journal of Transport Geography, Elsevier, vol. 103(C).
    16. repec:eme:jpvi00:14635789710163793 is not listed on IDEAS
    17. Cummings, Jean L. & DiPasquale, Denise & Kahn, Matthew E., 2002. "Measuring the consequences of promoting inner city homeownership," Journal of Housing Economics, Elsevier, vol. 11(4), pages 330-359, December.
    18. Le Boennec, Rémy & Salladarré, Frédéric, 2017. "The impact of air pollution and noise on the real estate market. The case of the 2013 European Green Capital: Nantes, France," Ecological Economics, Elsevier, vol. 138(C), pages 82-89.
    19. Mun, Se-il & Sasaki, Komei, 1992. "Effects of urban transportation system change on land prices in the setting of owner-occupied residence," Journal of Urban Economics, Elsevier, vol. 32(3), pages 351-366, November.
    20. Sengupta, Sanchita & Osgood, Daniel Edward, 2003. "The value of remoteness: a hedonic estimation of ranchette prices," Ecological Economics, Elsevier, vol. 44(1), pages 91-103, February.
    21. Elizabeth A. Wilman, 1988. "Pricing Policies for Outdoor Recreation," Land Economics, University of Wisconsin Press, vol. 64(3), pages 234-241.
    22. Smith, Brent C., 2006. "The impact of tax increment finance districts on localized real estate: Evidence from Chicago's multifamily markets," Journal of Housing Economics, Elsevier, vol. 15(1), pages 21-37, March.
    23. Daikun Wang & Victor Jing Li & Huayi Yu, 2020. "Mass Appraisal Modeling of Real Estate in Urban Centers by Geographically and Temporally Weighted Regression: A Case Study of Beijing’s Core Area," Land, MDPI, vol. 9(5), pages 1-18, May.
    24. Kirchhain, Heiko & Mutl, Jan & Zietz, Joachim, 2021. "Spillover effects of company news across real estate markets and causal impact analysis," Journal of Housing Economics, Elsevier, vol. 54(C).
    25. Miyakoshi, Tatsuyoshi & Li, Kui-Wai & Shimada, Junji & Tsukuda, Yoshihiko, 2020. "The impact of quantitative easing and carry trade on the real estate market in Hong Kong," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 958-976.
    26. Cao, Yangzhe & Swallow, Brent & Qiu, Feng, 2021. "Identifying the effects of a land-use policy on willingness to pay for open space using an endogenous switching regression model," Land Use Policy, Elsevier, vol. 102(C).
    27. Yilmazer, Seckin & Kocaman, Sultan, 2020. "A mass appraisal assessment study using machine learning based on multiple regression and random forest," Land Use Policy, Elsevier, vol. 99(C).
    28. Sisman, S. & Aydinoglu, A.C., 2022. "Improving performance of mass real estate valuation through application of the dataset optimization and Spatially Constrained Multivariate Clustering Analysis," Land Use Policy, Elsevier, vol. 119(C).
    29. Cho, Seong-Hoon & Poudyal, Neelam C. & Roberts, Roland K., 2008. "Spatial analysis of the amenity value of green open space," Ecological Economics, Elsevier, vol. 66(2-3), pages 403-416, June.
    30. Wu, Chao & Du, Yihao & Li, Sheng & Liu, Pengyu & Ye, Xinyue, 2022. "Does visual contact with green space impact housing pricesʔ An integrated approach of machine learning and hedonic modeling based on the perception of green space," Land Use Policy, Elsevier, vol. 115(C).
    31. Song, Yan & Knaap, Gerrit-Jan, 2004. "Measuring the effects of mixed land uses on housing values," Regional Science and Urban Economics, Elsevier, vol. 34(6), pages 663-680, November.
    32. Bovkir, Rabia & Aydinoglu, Arif Cagdas, 2018. "Providing land value information from geographic data infrastructure by using fuzzy logic analysis approach," Land Use Policy, Elsevier, vol. 78(C), pages 46-60.
    33. Nivens, Heather D. & Kastens, Terry L. & Dhuyvetter, Kevin C. & Featherstone, Allen M., 2002. "Using Satellite Imagery In Predicting Kansas Farmland Values," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 27(2), pages 1-17, December.
    34. Dewees, D. N., 1976. "The effect of a subway on residential property values in Toronto," Journal of Urban Economics, Elsevier, vol. 3(4), pages 357-369, October.
    35. Michael S. Johnson & Wade R. Ragas, 1987. "CBD Land Values and Multiple Externalities," Land Economics, University of Wisconsin Press, vol. 63(4), pages 337-347.
    36. Zhang, Jingke & Li, Huan & Lin, Jingxia & Zheng, Wei & Li, Heng & Chen, Zhigang, 2020. "Meta-analysis of the relationship between high quality basic education resources and housing prices," Land Use Policy, Elsevier, vol. 99(C).
    37. Ouyang, Yanyan & Cai, Hongbo & Yu, Xuefei & Li, Zijian, 2022. "Capitalization of social infrastructure into China's urban and rural housing values: Empirical evidence from Bayesian Model Averaging," Economic Modelling, Elsevier, vol. 107(C).
    38. Tyrvainen, Liisa & Miettinen, Antti, 2000. "Property Prices and Urban Forest Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 205-223, March.
    39. Kang, Yuhao & Zhang, Fan & Peng, Wenzhe & Gao, Song & Rao, Jinmeng & Duarte, Fabio & Ratti, Carlo, 2021. "Understanding house price appreciation using multi-source big geo-data and machine learning," Land Use Policy, Elsevier, vol. 111(C).
    40. Kowalczyk, Cezary & Nowak, Magdalena & Źróbek, Sabina, 2019. "The concept of studying the impact of legal changes on the agricultural real estate market," Land Use Policy, Elsevier, vol. 86(C), pages 229-237.
    41. Mark J. Garmaise, 2004. "Confronting Information Asymmetries: Evidence from Real Estate Markets," The Review of Financial Studies, Society for Financial Studies, vol. 17(2), pages 405-437.
    42. Hatemi-J, Abdulnasser & Roca, Eduardo & Al-Shayeb, Abdulrahman, 2014. "How integrated are real estate markets with the world market? Evidence from case-wise bootstrap analysis," Economic Modelling, Elsevier, vol. 37(C), pages 137-142.
    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. Sisman, S. & Aydinoglu, A.C., 2022. "Improving performance of mass real estate valuation through application of the dataset optimization and Spatially Constrained Multivariate Clustering Analysis," Land Use Policy, Elsevier, vol. 119(C).
    2. Belcher, Richard N. & Chisholm, Ryan A., 2018. "Tropical Vegetation and Residential Property Value: A Hedonic Pricing Analysis in Singapore," Ecological Economics, Elsevier, vol. 149(C), pages 149-159.
    3. Sisman, S. & Aydinoglu, A.C., 2022. "A modelling approach with geographically weighted regression methods for determining geographic variation and influencing factors in housing price: A case in Istanbul," Land Use Policy, Elsevier, vol. 119(C).
    4. Poudyal, Neelam C. & Hodges, Donald G. & Tonn, Bruce & Cho, Seong-Hoon, 2009. "Valuing diversity and spatial pattern of open space plots in urban neighborhoods," Forest Policy and Economics, Elsevier, vol. 11(3), pages 194-201, May.
    5. Katz, G. & Colby, Bonnie G. & Osgood, Daniel E. & Bark-Hodgins, Rosalind H. & Stromberg, J., 2005. "Do Homebuyers Care about the 'Quality' of Natural Habitats?," 2005 Annual meeting, July 24-27, Providence, RI 19283, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. 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.
    7. Bark, R.H. & Osgood, D.E. & Colby, B.G. & Katz, G. & Stromberg, J., 2009. "Habitat preservation and restoration: Do homebuyers have preferences for quality habitat?," Ecological Economics, Elsevier, vol. 68(5), pages 1465-1475, March.
    8. Waltert, Fabian & Schläpfer, Felix, 2010. "Landscape amenities and local development: A review of migration, regional economic and hedonic pricing studies," Ecological Economics, Elsevier, vol. 70(2), pages 141-152, December.
    9. Ritter, Matthias & Hüttel, Silke & Odening, Martin & Seifert, Stefan, 2020. "Revisiting the relationship between land price and parcel size in agriculture," Land Use Policy, Elsevier, vol. 97(C).
    10. H. Allen Klaiber & Joshua K. Abbott & V. Kerry Smith, 2017. "Some Like It (Less) Hot: Extracting Trade-Off Measures for Physically Coupled Amenities," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(4), pages 1053-1079.
    11. Toke Panduro & Bo Thorsen, 2014. "Evaluating two model reduction approaches for large scale hedonic models sensitive to omitted variables and multicollinearity," Letters in Spatial and Resource Sciences, Springer, vol. 7(2), pages 85-102, July.
    12. Cho, Seong-Hoon & Kim, Seung Gyu & Roberts, Roland K. & Jung, Suhyun, 2009. "Amenity values of spatial configurations of forest landscapes over space and time in the Southern Appalachian Highlands," Ecological Economics, Elsevier, vol. 68(10), pages 2646-2657, August.
    13. Yen, Barbara T.H. & Mulley, Corinne & Shearer, Heather, 2023. "The value of green infrastructure to property prices: Evidence from the Gold Coast, Queensland, Australia," Land Use Policy, Elsevier, vol. 134(C).
    14. Ahlfeldt, Gabriel M. & Nitsch, Volker & Wendland, Nicolai, 2019. "Ease vs. noise: Long-run changes in the value of transport (dis)amenities," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    15. Delores Conway & Christina Li & Jennifer Wolch & Christopher Kahle & Michael Jerrett, 2010. "A Spatial Autocorrelation Approach for Examining the Effects of Urban Greenspace on Residential Property Values," The Journal of Real Estate Finance and Economics, Springer, vol. 41(2), pages 150-169, August.
    16. Yoo, James & Simonit, Silvio & Connors, John P. & Maliszewski, Paul J. & Kinzig, Ann P. & Perrings, Charles, 2013. "The value of agricultural water rights in agricultural properties in the path of development," Ecological Economics, Elsevier, vol. 91(C), pages 57-68.
    17. Pearson, Jonathan & Muldoon-Smith, Kevin & Liu, Henry & Robson, Simon, 2022. "How does the extension of existing transport infrastructure affect land value? A case study of the Tyne and Wear Light Transit Metro system," Land Use Policy, Elsevier, vol. 112(C).
    18. Osgood, Daniel E., 2005. "Snowblind: the importance of climate information for recreational real estate," 2005 Annual meeting, July 24-27, Providence, RI 19571, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    19. Geoghegan, Jacqueline & Lynch, Lori & Bucholtz, Shawn, 2003. "Capitalization of Open Spaces into Housing Values and the Residential Property Tax Revenue Impacts of Agricultural Easement Programs," Agricultural and Resource Economics Review, Cambridge University Press, vol. 32(1), pages 33-45, April.
    20. Unel, Fatma Bunyan & Yalpir, Sukran, 2023. "Sustainable tax system design for use of mass real estate appraisal in land management," Land Use Policy, Elsevier, vol. 131(C).

    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:127:y:2023:i:c:s0264837723000443. 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.