Bhattacharya, Puja and Li, Sherry Xin and Wang, Yu and Wu, Cedric and Zheng, Xiang, Visual Cues and Valuation: Evidence from the Housing Market (December 07, 2025). Available at SSRN: https://ssrn.com/abstract=5880062 or http://dx.doi.org/10.2139/ssrn.5880062
Abstract: We examine the economic impact of non-consumable visual cues through home staging on high-stakes housing transactions. Using hand-collected listing photos for 15,777 transactions and a machine-learning algorithm to detect furniture, we provide the first large-scale evidence that staged homes sell for roughly 10% more and one week faster than comparable homes without furniture. Our pre-registered online experiment establishes causality and uncovers mechanisms. We find that furniture clarifies spatial use, while decor enhances emotional attachment, jointly driving the higher willingness-to-pay. These findings demonstrate how visual cues impact high-stakes decisions and systematically shape valuations in the largest asset market for households.
The opening paragraphs:
Behavioral economics has advanced significantly in demonstrating how cognitive, psy- chological, and emotional factors systematically influence economic decision-making (Ra- bin (1998), Heath et al. (1999), Rabin and Schrag (1999), Kahneman (2003), Gneezy et al. (2014), Chang et al. (2016), and Hirshleifer (2020)). Yet, many foundational mod- els of consumer choice still presume a high degree of rationality in high-stakes environ- ments, where the sheer magnitude of the transaction, in theory, should discipline behavior and mitigate the impact of biases. This paper examines the economic impact of non- consumable visual cues through staging, a common practice in the U.S. housing market, on high-stakes housing transactions.
House staging is the practice of furnishing and decorating a property for sale to create visual cues that help potential buyers imagine themselves living in the space. Importantly, the furniture and decor are classified as personal property, which consists of movable items that are typically not included in the sale unless explicitly stated in the contract. Standard asset pricing theory dictates that the value of a residential asset is a function of its fundamental hedonic characteristics (e.g., location, size, school quality, and structural condition), discounted by the user cost of capital (Sirmans et al., 2005; Poterba, 1984; Himmelberg et al., 2005). Rational agents should not price movable, non-consumable personal property (furniture and decor) into the value of the fixed asset, especially when such items convey no transactional value. However, the popularity of home staging, a common industry practice costly to the sellers or their agents, suggests a possible discon- nect between theory and behavior. This disconnect gives rise to fascinating and largely unanswered economic puzzles (Yun et al., 2021): Do homebuyers pay for things that they know they cannot consume? If so, what is the magnitude of this staging premium? In addition, what underlying mechanisms do these visual cues activate that lead to a higher willingness to pay? This paper aims to answer these questions by exploring homebuyer behavior in the largest asset market for most households.
Later in the introduction, and reporting on a specific experiment within the larger study:
(1) Staging changes how potential buyers perceive the physical dimensions of the asset itself. Participants who viewed a staged room perceived it to be significantly wider and larger in total area (by an estimated 15-20 square feet, about 10% of the actual size) than the identical but empty room. (2) Staging reduces cognitive burdens by providing a practical demonstration of how a space can be used. Participants in both the Furniture Only and Furniture & Decor treatments were significantly more likely to agree that the “room layout is practical and usable” compared to those who saw an empty home. (3) Furniture alone is insufficient to trigger the full behavioral effect. While adding furniture made a home feel “warm and inviting” and “well-maintained,” it had no measurable impact on whether participants could “imagine myself living in this home” or whether they were more likely to “schedule a visit.” Only the addition of decor (e.g., plants, lamps, table settings) in the Furniture & Decor treatment produced a significant increase in these key measures of emotional connection and behavioral intent.
I wonder, do homes associated with famous people or celebrities sell for higher prices than equivalent homes without such associations?
H/t Tyler Cowen
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