Contextualized Property Market Models vs. Generalized Mass Appraisals: An Innovative Approach
Контекстуализированные модели рынка недвижимости по сравнению с обобщённой массовой оценкой: инновационный подход
2019-09-06
SCID: 54.1/4e9pzhcj
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automated valuation modelmass appraisalproperty market modelsresidential property valuationterritorial investment analysis
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Abstract (AI)
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.
Key Findings
1
An innovative automated valuation model was applied to three Italian residential-market samples, each containing 200 units sold during 2016–2017.
2
Context-specific coefficients are intended to represent differing market phenomena more accurately than a fully generalized valuation relationship.
3
The methodology generates one functional form shared across the three territorial contexts while using context-specific multiplicative coefficients for influencing factors.
4
The model can support private investment assessments and public decisions concerning future taxation and urban-planning policies.
Research Object
Residential property markets represented by three Italian samples of 200 residential units sold in 2016–2017
Research Subject
Context-specific relationships between property-influencing factors and selling prices, modeled through multiplicative coefficients in an automated valuation model
Publication Details
Publication Date
2019-09-06
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