Fresh takes on five health data sharing domains: Quality, privacy, equity, incentives, and sustainability.

One interviewee, however, worried about generalized use of metrics to expunge or block data from repositories, based on a judgment that they are low-quality according to those metrics, because “all data have warts.” Depending on the specific objectives and needs of studies that might reuse data, the interviewee suggested, a data set's particular blemishes might not be significant or even relevant.

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