This article presents a study of the effects of various shopping center des
ign and management attributes on consumer evaluations of the public space a
ppearance (or atmosphere) in shopping centers. Examples of such attributes
are level of maintenance, area for pedestrians, window displays, street lay
out, and street activities. A model is estimated from responses to experime
ntally controlled descriptions of hypothetical shopping centers. This conjo
int analysis or stated preference-based model is compared with a similar re
gression model estimated from a cross section of perceptions of existing sh
opping centers. The conjoint and cross-sectional models are tested for thei
r external validity on a holdout sample of respondents. It is concluded tha
t both models perform equally well, but that the approach using hypothetica
l alternatives allows more detailed insight in the effects of the various s
hopping center attributes.