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Incidence of Different Types of Urban Green Spaces on Property Prices. A Case Study in the Flaminio District of Rome (Italy)

机译:不同类型的城市绿地对房地产价格的影响。罗马(意大利)弗拉米尼奥区的个案研究

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Although the presence of an urban green areas seems to be an important factor in housing decisions, there are few empirical research on the incidence of different types of urban green spaces on housing prices. With reference to a study sample of apartments located in the Flaminio district of the city of Rome (Italy), an innovative data-driven technique has been implemented. In this way, it was possible to identify, among the main explanatory variables selected by the model as the most influential in real estate price formation phenomena, those relating to green areas and analyzing the marginal contribution of each of them on selling prices. The implemented methodology has allowed to obtain a model characterized by high statistical reliability, by a simplicity and high coherence in the empirical interpretation of the functional relationships between the influencing factors selected and the housing prices. The results clearly indicate that green space is not a homogeneous environmental amenity, rather it is a series of distinct elements that has a different impact on housing prices.
机译:尽管城市绿地的存在似乎是决定住房的重要因素,但很少有关于不同类型的城市绿地对房价影响的实证研究。参考位于罗马市(意大利)弗拉米尼奥区的公寓的研究样本,已实施了一种创新的数据驱动技术。这样,就有可能在模型选择的对房地产价格形成现象影响最大的主要解释变量中,确定与绿地有关的变量,并分析它们各自对销售价格的边际贡献。所实施的方法已允许获得一个特征,该模型的特征是统计可靠性高,对影响因素与房价之间的函数关系进行经验解释的简单性和高度连贯性。结果清楚地表明,绿色空间并不是一种统一的环境便利设施,而是一系列对住房价格产生不同影响的独特因素。

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