Vertical price curves in the Beijing residential housing market

Estimated housing price coefficients by relative floor level, split by building height.

This paper investigates the presence and extent of the top-floor discount (TFD) and ground-floor premium (GFP) within the Beijing resale housing market, while also examining their interaction with building height. Using a comprehensive resale housing units dataset covering around 600,000 records from 2012 to 2019, we find that the ground-floor premium averages around 5% and the top-floor discount ranges from 6.4% to 8.5%, regardless of building height. As we take building height into consideration, the housing price gradient of low-rise buildings (with 6 stories or less) display a downward-sloping shape, indicating the existence of both top-floor discount and ground-floor premium. For high-rise buildings (7 stories or higher), the ground-floor premium gradually disappears as building height increases, while middle- and high-floor units become the most favorable choices for homebuyers. The top-floor discount persists even in high-rise buildings. In the mechanism analysis, we find that the presence of an elevator can transform the top floor discount into a premium in low-rise buildings, suggesting whether equipped with an elevator or not directly determines the presence of a premium or a discount for top floors. Moreover, rain leakage concern associated with poor building quality is an important factor determining the prices of top floors in high-rise buildings.