IDEAS home Printed from https://ideas.repec.org/a/kap/jrefec/v33y2006i1p51-73.html
   My bibliography  Save this article

Office Rent Determinants Utilising Factor Analysis—A Case Study for İstanbul

Author

Listed:
  • V. Öven
  • Dilek Pekdemir

Abstract

In recent studies, a wide range of variables has been suggested for modelling the variation in office rent. However, only a few of them are found to influence the explanatory power of the model significantly. Moreover, the significance of these variables varies from model to model, depending on the characteristics of the region or/and the model. It is well established that the regression model of complex phenomena do not perform well, unless the effects of all major determinants are adequately represented. It is also known that complex phenomena may involve a large number of variables, and linear regression models often becomes cumbersome as the number of variables increases. A practical solution to the problem may be to pre-select the significant variables, and leave the less influential ones out. An even better solution could be to include all or most variables, while incorporating the group effect of some variables into a reasonable number factor variables. This way, both the accuracy and practicality of the model can be sustained. Serving this purpose, ‘Factor Analysis’ has been employed in establishing the office rent model for the metropolitan area of İstanbul. The results of four different versions of the model, using linear and non-linear regressions are discussed. Copyright Springer Science + Business Media, LLC 2006

Suggested Citation

  • V. Öven & Dilek Pekdemir, 2006. "Office Rent Determinants Utilising Factor Analysis—A Case Study for İstanbul," The Journal of Real Estate Finance and Economics, Springer, vol. 33(1), pages 51-73, August.
    • Handle: RePEc:kap:jrefec:v:33:y:2006:i:1:p:51-73
    DOI: 10.1007/s11146-006-8274-5
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11146-006-8274-5
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11146-006-8274-5?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. Patric H. Hendershott & Bryan D. MacGregor & Raymond Y.C. Tse, 2002. "Estimation of the Rental Adjustment Process," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(2), pages 165-183.
    2. Edwin S. Mills, 1992. "Office Rent Determinants in the Chicago Area," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(2), pages 273-287, June.
    3. Eamonn D'Arcy & Tony McGough & Sotiris Tsolacos, 1997. "National economic trends, market size and city growth effects on European office rents," Journal of Property Research, Taylor & Francis Journals, vol. 14(4), pages 297-308, January.
    4. John S. Hekman, 1985. "Rental Price Adjustment and Investment in the Office Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 13(1), pages 32-47, March.
    5. Christopher R. Bollinger & Keith R. Ihlanfeldt & David R. Bowes, 1998. "Spatial Variation in Office Rents within the Atlanta Region," Urban Studies, Urban Studies Journal Limited, vol. 35(7), pages 1097-1118, June.
    6. James R. Frew & G. Donald Jud, 1988. "The Vacancy Rate and Rent Levels in the Commercial Office Market," Journal of Real Estate Research, American Real Estate Society, vol. 3(1), pages 1-8.
    7. Dilek Pekdemir & Oven Attila, 2004. "Improving Hedonic Office Rent Prediction Models," ERES eres2004_197, European Real Estate Society (ERES).
    8. Thomas P. Brennan & Roger E. Cannaday & Peter F. Colwell, 1984. "Office Rent in the Chicago CBD," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 12(3), pages 243-260, September.
    9. William C. Wheaton & Raymond G. Torto, 1988. "Vacancy Rates and the Future of Office Rents," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 16(4), pages 430-436, December.
    10. Shilling, James D. & Sirmans, C. F. & Corgel, John B., 1987. "Price adjustment process for rental office space," Journal of Urban Economics, Elsevier, vol. 22(1), pages 90-100, July.
    11. Wheaton William C. & Torto Raymond G., 1994. "Office Rent Indices and Their Behavior over Time," Journal of Urban Economics, Elsevier, vol. 35(2), pages 121-139, March.
    12. Webb, R. Brian & Fisher, Jeffrey D., 1996. "Development of an Effective Rent (Lease) Index for the Chicago CBD," Journal of Urban Economics, Elsevier, vol. 39(1), pages 1-19, 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. Piet Eichholtz & Nils Kok & John M. Quigley, 2010. "Doing Well by Doing Good? Green Office Buildings," American Economic Review, American Economic Association, vol. 100(5), pages 2492-2509, December.
    2. repec:fgv:eaespw:01 is not listed on IDEAS
    3. Marco Locurcio & Pierluigi Morano & Francesco Tajani & Felicia Di Liddo, 2020. "An Innovative GIS-Based Territorial Information Tool for the Evaluation of Corporate Properties: An Application to the Italian Context," Sustainability, MDPI, vol. 12(14), pages 1-29, July.
    4. Evren Ozus, 2009. "Determinants of Office Rents in the Istanbul Metropolitan Area," European Planning Studies, Taylor & Francis Journals, vol. 17(4), pages 621-633, April.

    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. V.Atilla Oven & Dilek Pekdemir, 2004. "A comparison between office rent determinants of Istanbul and other major metropolitan areas," ERSA conference papers ersa04p166, European Regional Science Association.
    2. V. Atilla Oven & Dilek Pekdemir, 2006. "Perceptions of office rent determinants by real estate brokerage firms in Istanbul," European Planning Studies, Taylor & Francis Journals, vol. 14(4), pages 557-576, May.
    3. Allen C. Goodman & Brent C Smith, 2023. "Medical Service Quality and Office Rent Premiums: Reputation Spillovers," The Journal of Real Estate Finance and Economics, Springer, vol. 66(3), pages 680-708, April.
    4. Jonathan Wiley & Justin Benefield & Ken Johnson, 2010. "Green Design and the Market for Commercial Office Space," The Journal of Real Estate Finance and Economics, Springer, vol. 41(2), pages 228-243, August.
    5. John L. Glascock & Minbo Kim & C.F. Sirmans, 1993. "An Analysis of Office Market Rents: Parameter Constancy and Unobservable Variables," Journal of Real Estate Research, American Real Estate Society, vol. 8(4), pages 625-638.
    6. Gunnelin, Åke & Söderberg, Bo, 2002. "Term Structures in the Office Rental Market in Stockholm," SIFR Research Report Series 6, Institute for Financial Research.
    7. Jonathan A. Wiley, 2014. "Gross Lease Premiums," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 42(3), pages 606-626, September.
    8. Michael White & Qiulin Ke, 2014. "Investigating the dynamics of, and interactions between, Shanghai office submarkets," Journal of Property Research, Taylor & Francis Journals, vol. 31(1), pages 26-44, March.
    9. Evren Ozus, 2009. "Determinants of Office Rents in the Istanbul Metropolitan Area," European Planning Studies, Taylor & Francis Journals, vol. 17(4), pages 621-633, April.
    10. Martijn Dröes & Philip Koppels & Boris Ziermans, 2017. "Information Asymmetry, Lease Incentives, and the Role of Advisors in the Market for Commercial Real Estate," ERES eres2017_250, European Real Estate Society (ERES).
    11. Franco, Sofia F. & Cutter, W. Bowman, 2022. "The determinants of non-residential real estate values with special reference to environmental local amenities," Ecological Economics, Elsevier, vol. 201(C).
    12. Barrett A. Slade, 2000. "Office Rent Determinants during Market Decline and Recovery," Journal of Real Estate Research, American Real Estate Society, vol. 20(3), pages 357-380.
    13. Dirk Brounen & Maarten Jennen, 2009. "Local Office Rent Dynamics," The Journal of Real Estate Finance and Economics, Springer, vol. 39(4), pages 385-402, November.
    14. John L. Glascock & C. F. Sirmans & Geoffrey K. Turnbull, 1993. "Owner Tenancy as Credible Commitment under Uncertainty," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 21(1), pages 69-82, March.
    15. Sofia F. Franco & W. Bowman Cutter, 2016. "The determinants of non-residential real estate values with special reference to local environmental goods," Nova SBE Working Paper Series wp603, Universidade Nova de Lisboa, Nova School of Business and Economics.
    16. Clark, David & Pennington-Cross, Anthony, 2016. "Determinants of industrial property rents in the Chicago metropolitan area," Regional Science and Urban Economics, Elsevier, vol. 56(C), pages 34-45.
    17. Dirk Brounen & Maarten Jennen, 2009. "Asymmetric Properties of Office Rent Adjustment," The Journal of Real Estate Finance and Economics, Springer, vol. 39(3), pages 336-358, October.
    18. Jean-Jacques Grannelle, 1996. "Le marché des bureaux. Une revue des modèles économétriques," Revue de l'OFCE, Programme National Persée, vol. 59(1), pages 167-211.
    19. Sherry Ryan, 2005. "The Value of Access to Highways and Light Rail Transit: Evidence for Industrial and Office Firms," Urban Studies, Urban Studies Journal Limited, vol. 42(4), pages 751-764, April.
    20. Charles-Olivier Amédée-Manesme & Francois Des Rosiers & Philippe Grégoire, 2017. "Commercial leases, terms and options in the light of game theory," ERES eres2017_175, European Real Estate Society (ERES).

    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:kap:jrefec:v:33:y:2006:i:1:p:51-73. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.