IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v86y2019icp365-374.html
   My bibliography  Save this article

Valuing the effect of the change of zoning on underdeveloped land using fuzzy real option approach

Author

Listed:
  • d’Amato, Maurizio
  • Zrobek, Sabina
  • Renigier Bilozor, Malgorzata
  • Walacik, Marek
  • Mercadante, Giuseppe

Abstract

Underdeveloped land may be subjected to changes in the land regulation system. In this case, the valuation process becomes difficult because of the uncertainty of inputs used in the valuation process. Land may be subject to changes in zoning and a property valuer may face the problem of determining the value of underdeveloped land affected by possible changes in land regulation. According to International Valuation Standards 2017, when appraising underdeveloped land, the valuer must take into account prospective changes in the planning system when defining highest and best use. Although this is a specific request of International Valuation Standards, a methodological problem remains and is particularly relevant in ‘thin’ markets. European Valuation Standards define thin markets as characterised by the fact that “…the number of possible comparables may be limited and few…” (European Valuation Standards, 2016, EVIP 2 Valuation Certainty and Market Risk, para 4.8) The paper proposes a methodology for dealing with such kind of real estate markets for property valuation purposes. To elaborate, empirical application in the urban area of Sassa near the city of L’Aquila in the southeast of Italy shows how this method may also be applied in real estate markets characterized by few observations and changing urban regulations. The proposed model uses binomial real option modelling (Cox et al., 1979). Among others, the model proposes a modification of the original Titman model for the valuation of underdeveloped land (Titman, 1985) This model is combined with possibility theory and fuzzy numbers in order to manage the uncertainty of sources of information. The valuation allows for defining a component of the value of the land that may be helpful in gaining a complete understanding of highest and best use determination.

Suggested Citation

  • d’Amato, Maurizio & Zrobek, Sabina & Renigier Bilozor, Malgorzata & Walacik, Marek & Mercadante, Giuseppe, 2019. "Valuing the effect of the change of zoning on underdeveloped land using fuzzy real option approach," Land Use Policy, Elsevier, vol. 86(C), pages 365-374.
  • Handle: RePEc:eee:lauspo:v:86:y:2019:i:c:p:365-374
    DOI: 10.1016/j.landusepol.2019.04.042
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264837718308226
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.landusepol.2019.04.042?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. Paul D. Childs & Timothy J. Riddiough & Alexander J. Triantis, 1996. "Mixed Uses and the Redevelopment Option," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 24(3), pages 317-339, September.
    2. Christopher R. Cunningham, 2007. "Growth Controls, Real Options, and Land Development," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 343-358, May.
    3. Capozza, Dennis R. & Helsley, Robert W., 1990. "The stochastic city," Journal of Urban Economics, Elsevier, vol. 28(2), pages 187-203, September.
    4. Nichols, Joseph B. & Oliner, Stephen D. & Mulhall, Michael R., 2013. "Swings in commercial and residential land prices in the United States," Journal of Urban Economics, Elsevier, vol. 73(1), pages 57-76.
    5. W. Erwin Diewert & Jan de Haan & Rens Hendriks, 2015. "Hedonic Regressions and the Decomposition of a House Price Index into Land and Structure Components," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 106-126, February.
    6. Carlo Bagnoli & Halbert C. Smith, 1998. "The Theory of Fuzzy Logic and its Application to Real Estate Valuation," Journal of Real Estate Research, American Real Estate Society, vol. 16(2), pages 169-200.
    7. David Bedoll & Andrew F. Haughwout & James A. Orr, 2008. "The price of land in the New York metropolitan area," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 14(Apr).
    8. Williams, Joseph T, 1991. "Real Estate Development as an Option," The Journal of Real Estate Finance and Economics, Springer, vol. 4(2), pages 191-208, June.
    9. James L. Paddock & Daniel R. Siegel & James L. Smith, 1988. "Option Valuation of Claims on Real Assets: The Case of Offshore Petroleum Leases," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(3), pages 479-508.
    10. Grenadier, Steven R, 1995. "The Persistence of Real Estate Cycles," The Journal of Real Estate Finance and Economics, Springer, vol. 10(2), pages 95-119, March.
    11. Clapp, John M. & Bardos, Katsiaryna Salavei & Wong, S.K., 2012. "Empirical estimation of the option premium for residential redevelopment," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 240-256.
    12. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    13. W. Erwin DIEWERT & Jan de HAAN & Rens HENDRIKS, 2011. "The Decomposition of a House Price Index into Land and Structures Components: A Hedonic Regression Approach," The Valuation Journal, The National Association of Authorized Romanian Valuers, vol. 6(1), pages 58-105.
    14. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    15. David Geltner, 1989. "On the use of the Financial Option Price Model to Value and Explain Vacant Urban Land," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 17(2), pages 142-158, June.
    16. John M. Clapp & Jyh-Bang Jou & Tan (Charlene) Lee, 2012. "Hedonic Models with Redevelopment Options under Uncertainty," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 40(2), pages 197-216, June.
    17. Huimin Yao & Frederik Pretorius, 2014. "Demand Uncertainty, Development Timing and Leasehold Land Valuation: Empirical Testing of Real Options in Residential Real Estate Development," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 42(4), pages 829-868, December.
    18. Titman, Sheridan, 1985. "Urban Land Prices under Uncertainty," American Economic Review, American Economic Association, vol. 75(3), pages 505-514, June.
    19. Jianfu Shen & Frederik Pretorius, 2013. "Binomial option pricing models for real estate development," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 31(5), pages 418-440, August.
    20. Davis, Morris A. & Heathcote, Jonathan, 2007. "The price and quantity of residential land in the United States," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2595-2620, November.
    21. Elli Pagourtzi & Kostantinos Nikolopoulos, 2004. "Architecture for a real estate analysis information system using GIS techniques integrated with Fuzzy theory," ERES eres2004_193, European Real Estate Society (ERES).
    22. Davis, Morris A., 2009. "The price and quantity of land by legal form of organization in the United States," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 350-359, May.
    23. Geltner, David & Riddiough, Timothy & Stojanovic, Srdjan, 1996. "Insights on the Effect of Land Use Choice: The Perpetual Option on the Best of Two Underlying Assets," Journal of Urban Economics, Elsevier, vol. 39(1), pages 20-50, January.
    24. Brueckner, Jan K., 1980. "A vintage model of urban growth," Journal of Urban Economics, Elsevier, vol. 8(3), pages 389-402, November.
    25. Davis, Morris A. & Palumbo, Michael G., 2008. "The price of residential land in large US cities," Journal of Urban Economics, Elsevier, vol. 63(1), pages 352-384, January.
    26. Robert Grovenstein & James Kau & Henry Munneke, 2011. "Development Value: A Real Options Approach Using Empirical Data," The Journal of Real Estate Finance and Economics, Springer, vol. 43(3), pages 321-335, October.
    27. Torell, L. Allen & Rimbey, Neil R. & Ramirez, Octavio A. & McCollum, Daniel W., 2005. "Income Earning Potential versus Consumptive Amenities in Determining Ranchland Values," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(3), pages 1-24, December.
    28. Quigg, Laura, 1993. "Empirical Testing of Real Option-Pricing Models," Journal of Finance, American Finance Association, vol. 48(2), pages 621-640, June.
    29. Constantino, N. & d’Amato, M. & Pellegrino, R., 2009. "A Real Options And Fuzzy Delphi-Based Approach For Appraising The Effect Of An Urban Infrastructure On Surrounding Lands," Fuzzy Economic Review, International Association for Fuzzy-set Management and Economy (SIGEF), vol. 0(2), pages 3-16, November.
    30. C. Tsuriel Somerville, 2001. "Permits, Starts, and Completions: Structural Relationships Versus Real Options," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 29(1), pages 161-190.
    31. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    32. Wheaton, William C., 1982. "Urban spatial development with durable but replaceable capital," Journal of Urban Economics, Elsevier, vol. 12(1), pages 53-67, July.
    33. Brennan, Michael J & Schwartz, Eduardo S, 1985. "Evaluating Natural Resource Investments," The Journal of Business, University of Chicago Press, vol. 58(2), pages 135-157, April.
    34. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    35. A. Steven Holland & Steven H. Ott & Timothy J. Riddiough, 2000. "The Role of Uncertainty in Investment: An Examination of Competing Investment Models Using Commercial Real Estate Data," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(1), pages 33-64.
    36. Clapp, John M. & Salavei, Katsiaryna, 2010. "Hedonic pricing with redevelopment options: A new approach to estimating depreciation effects," Journal of Urban Economics, Elsevier, vol. 67(3), pages 362-377, May.
    37. Cox, John C. & Ross, Stephen A. & Rubinstein, Mark, 1979. "Option pricing: A simplified approach," Journal of Financial Economics, Elsevier, vol. 7(3), pages 229-263, September.
    38. Cunningham, Christopher R., 2006. "House price uncertainty, timing of development, and vacant land prices: Evidence for real options in Seattle," Journal of Urban Economics, Elsevier, vol. 59(1), pages 1-31, January.
    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. Tsai, I-Chun & Wang, Wen-Kai, 2022. "The value of land redevelopment in different types of properties: Considering the effect of hold-out problems on the development probability," Land Use Policy, Elsevier, vol. 119(C).
    2. Yao Lu & Min Zhou & Guoliang Ou & Zuo Zhang & Li He & Yuxiang Ma & Chaonan Ma & Jiating Tu & Siqi Li, 2021. "Sustainable Land-Use Allocation Model at a Watershed Level under Uncertainty," IJERPH, MDPI, vol. 18(24), pages 1-19, December.
    3. Chmielewska Aneta & Adamiczka Jerzy & Romanowski Michał, 2020. "Genetic Algorithm as Automated Valuation Model Component in Real Estate Investment Decisions System," Real Estate Management and Valuation, Sciendo, vol. 28(4), pages 1-14, December.
    4. 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).

    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. Renigier-Biłozor Małgorzata & d’Amato Maurizio, 2017. "The Valuation of Hope Value for Real Estate Development," Real Estate Management and Valuation, Sciendo, vol. 25(2), pages 91-101, June.
    2. Bulan, Laarni & Mayer, Christopher & Somerville, C. Tsuriel, 2009. "Irreversible investment, real options, and competition: Evidence from real estate development," Journal of Urban Economics, Elsevier, vol. 65(3), pages 237-251, May.
    3. Kyungwon Kim & Jae Wook Song, 2018. "Managing Bubbles in the Korean Real Estate Market: A Real Options Framework," Sustainability, MDPI, vol. 10(8), pages 1-25, August.
    4. Clapp, John M. & Bardos, Katsiaryna Salavei & Wong, S.K., 2012. "Empirical estimation of the option premium for residential redevelopment," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 240-256.
    5. Andrianos Tsekrekos & George Kanoutos, 2013. "Real Options Premia Implied from Recent Transactions in the Greek Real Estate Market," The Journal of Real Estate Finance and Economics, Springer, vol. 47(1), pages 152-168, July.
    6. Lander, Diane M. & Pinches, George E., 1998. "Challenges to the Practical Implementation of Modeling and Valuing Real Options," The Quarterly Review of Economics and Finance, Elsevier, vol. 38(3, Part 2), pages 537-567.
    7. Robert Grovenstein & James Kau & Henry Munneke, 2011. "Development Value: A Real Options Approach Using Empirical Data," The Journal of Real Estate Finance and Economics, Springer, vol. 43(3), pages 321-335, October.
    8. Lim, Terence & Lo, Andrew W. & Merton, Robert C. & Scholes, Myron S., 2006. "The Derivatives Sourcebook," Foundations and Trends(R) in Finance, now publishers, vol. 1(5–6), pages 365-572, April.
    9. Huimin Yao & Frederik Pretorius, 2014. "Demand Uncertainty, Development Timing and Leasehold Land Valuation: Empirical Testing of Real Options in Residential Real Estate Development," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 42(4), pages 829-868, December.
    10. Ryan Greenaway-McGrevy & Gail Pacheco & Kade Sorensen, 2018. "Land Use Regulation, the Redevelopment Premium and House Prices," Working Papers 2018-02 JEL Classificatio, Auckland University of Technology, Department of Economics.
    11. Lu, Chien-Lin & Liao, Wen-Chi & Peng, Chien-Wen, 2020. "Developers’ perspectives on timing to build: Evidence from microdata of land acquisition and development," Journal of Housing Economics, Elsevier, vol. 49(C).
    12. L. Li & Helen X. H. Bao & K. W. Chau, 2023. "On the Strategic Timing of Sales by Real Estate Developers: To Wait or To Presell?," The Journal of Real Estate Finance and Economics, Springer, vol. 66(1), pages 169-196, January.
    13. Yiying Cheng & Steven P. Clark & Kiplan S. Womack, 2021. "A Real Options Model of Real Estate Development with Entitlement Risk," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(1), pages 106-151, March.
    14. Gang‐Zhi Fan & Ming Pu & Tien Foo Sing & Xiaoyu Zhang, 2022. "Risk aversion and urban land development options," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(3), pages 767-788, September.
    15. John Clapp & Katsiaryna Bardos & Tingyu Zhou, 2014. "Expansions and Contractions of Major US Shopping Centers," The Journal of Real Estate Finance and Economics, Springer, vol. 48(1), pages 16-56, January.
    16. Shi, Song & Yang, Zan & Tripe, David & Zhang, Huan, 2015. "Uncertainty and new apartment price setting: A real options approach," Pacific-Basin Finance Journal, Elsevier, vol. 35(PB), pages 574-591.
    17. Carlos Andrés Zapata Quimbayo, 2020. "OPCIONES REALES Una guía teórico-práctica para la valoración de inversiones bajo incertidumbre mediante modelos en tiempo discreto y simulación de Monte Carlo," Books, Universidad Externado de Colombia, Facultad de Finanzas, Gobierno y Relaciones Internacionales, number 138, April.
    18. Simon B chler, Alex van de Minne, Olivier Sch ni, 2020. "Redevelopment Option Value for Commercial Real Estate," Diskussionsschriften credresearchpaper26, Universitaet Bern, Departement Volkswirtschaft - CRED.
    19. Rose Neng Lai & Lawrence Hoc Nang Fong, 2021. "Development Strategies in a Market of High Vacancies and Sticky Rates – The Case of the Hotel Industry," International Real Estate Review, Global Social Science Institute, vol. 24(3), pages 363-383.
    20. Bulan, Laarni T., 2005. "Real options, irreversible investment and firm uncertainty: New evidence from U.S. firms," Review of Financial Economics, Elsevier, vol. 14(3-4), pages 255-279.

    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:86:y:2019:i:c:p:365-374. 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.