Abstract

As emphasis grows on managing data in pharmaceutical labs and plants—collecting and storing it, sharing it, mining it for pertinence—a basic question often goes unanswered: Is the data any good? The quality and completeness of data associated with making drugs are, however, huge concerns at agencies such as the U.S. Food & Drug Administration. And drug companies are being forced to pay attention to data in response to a sharp increase in the number of FDA warning letters citing inadequate data integrity. Quality managers who work on improving the thoroughness and accuracy of data agree that the recent spike in warnings does not reflect a sudden problem with data integrity. It is, they say, the result of industry and regulators coming late to the realization that computer-managed data is in bad shape. Regulators, in particular, have struggled with the conversion from paper-based to electronic filing, given the difficulty of discovering

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