For a long time, the majority of economists doing empirical work relied on choice data, while
data based on answers to hypothetical questions, stated preferences or measures of subjective
beliefs were met with some skepticism. Although this has changed recently, much work needs
to be done. In this paper, we emphasize the identifying content of new economic measures. In
the first part of the paper, we discuss where the literature on measures in economics stands at
the moment. We first consider how the design and use of new measures can help identify causal
links and structural parameters under weaker assumptions than those required by approaches
based exclusively on choice data. We then discuss how the availability of new measures can
allow the study of richer models of human behavior that incorporate a wide set of factors. In
the second part of the paper, we illustrate these issues with an application to the study of risk
sharing and of deviations from perfect risk sharing.