Beyond the usual issues of measurement and interpretation associated with any statistical estimate, one can easily point to some specific risks in estimating how housing wealth affects spending.
First, econometric modeling has had difficulty distinguishing between the effects of movements in housing wealth and movements in other components of household balance sheets, even though housing may be a unique asset in a number of ways.