But it is useful to emphasize that there is likely to be a significant gap between the
private and social incentives to share and aggregate data—even among academic researchers or
private sector research communities. One implication of this divergence may be that to the
degree any single research result depends on the aggregation of data from many sources, it will
be important to develop rules of credit and attribution, as well as to develop mechanisms to
replicate the results.
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