Does urban centrality influence residential prices? An analysis for the Barcelona Metropolitan Area

Abstract

The bid rent theory (BRT), originally conceived for a monocentric city suggests a trade-off between land value and transport costs. Thus, in most of the practical applications, the simply distance/time/cost to the CBD is used as a proxy of accessibility. Nonetheless, in contemporary metropolises, employment and services do not cluster in one CBD but in many centers, furthermore the centrality quality does not follow a smooth gradient as distance to centers increases. Consequently, taking the distance/time/cost to centers in the context or hedonic models is problematic for collinearity issues and too simplistic since it directly assumes a smoothed gradient function. In this paper we test in Barcelona Metropolitan Area, a very well recognized polycentric city, whether some continuous indicators of centrality are key determinants of housing prices. Using listing prices, a hedonic model is built, and the asking price is regressed over two continuous indicators of centrality, one of them calculated departing of the spatial-temporal behavior of people, which itself is a novelty in this kind of studies. The results suggest that continuous centrality indicators do exert a moderate influence on housing prices after controlling for other structural and locative attributes. Nevertheless, the main determinants of prices are related to the socioeconomic stratification not accessibility as suggested by BRT. Energy class appears also as a factor influencing dwellings' price.