The present research takes into account the current and widespread need for rational valuation methodologies, able to correctly interpret the available market data. An innovative automated valuation model has been simultaneously implemented to three Italian study samples, each one constituted by two-hundred residential units sold in the years 2016-2017. The ability to generate a "unique" functional form for the three different territorial contexts considered, in which the relationships between the influencing factors and the selling prices are specified by different multiplicative coefficients that appropriately represent the market phenomena of each case study analyzed, is the main contribution of the proposed methodology. The method can provide support for private operators in the assessment of the territorial investment conveniences and for the public entities in the decisional phases regarding future tax and urban planning policies.

Contextualized property market models vs. Generalized mass appraisals: An innovative approach / Morano, P.; Rosato, P.; Tajani, F.; Manganelli, B.; Di Liddo, F.. - In: SUSTAINABILITY. - ISSN 2071-1050. - 11:18(2019), p. 4896. [10.3390/su11184896]

Contextualized property market models vs. Generalized mass appraisals: An innovative approach

Tajani F.;Di Liddo F.
2019

Abstract

The present research takes into account the current and widespread need for rational valuation methodologies, able to correctly interpret the available market data. An innovative automated valuation model has been simultaneously implemented to three Italian study samples, each one constituted by two-hundred residential units sold in the years 2016-2017. The ability to generate a "unique" functional form for the three different territorial contexts considered, in which the relationships between the influencing factors and the selling prices are specified by different multiplicative coefficients that appropriately represent the market phenomena of each case study analyzed, is the main contribution of the proposed methodology. The method can provide support for private operators in the assessment of the territorial investment conveniences and for the public entities in the decisional phases regarding future tax and urban planning policies.
2019
automated valuation model; genetic algorithm; housing prices; property market; regression methods
01 Pubblicazione su rivista::01a Articolo in rivista
Contextualized property market models vs. Generalized mass appraisals: An innovative approach / Morano, P.; Rosato, P.; Tajani, F.; Manganelli, B.; Di Liddo, F.. - In: SUSTAINABILITY. - ISSN 2071-1050. - 11:18(2019), p. 4896. [10.3390/su11184896]
File allegati a questo prodotto
File Dimensione Formato  
Tajani_Property-market-models_2019.pdf

accesso aperto

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 514.37 kB
Formato Adobe PDF
514.37 kB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1317275
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 31
  • ???jsp.display-item.citation.isi??? 19
social impact