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Data submissions undergo internal evaluations to look for inconsistency in the data format and any missing or unreliable information, before getting uploaded to the database.
Data quality checks against all cases were conducted at the local level as well as the NCDB on receipt of data submissions.
The organisation prides itself for not relying on surveys and university data submissions.
The agency has also been challenged by its own poor record-keeping and data submissions from drug makers that do not adhere to standardized formats.
The company has multiple sources for its maps, and even obtains some mapping data via community (crowdsourcing) contributions to augment the rubber on the tarmac approach, although Ryan stressed that it has teams checking mapping data submissions to ensure their quality, where possible.
As a member of the International Nucleotide Sequence Database Collaboration, the ENA exchanges data submissions each day with both the DNA Data Bank of Japan and GenBank.
"The data submissions here contain some of these companies' most sensitive competitive information, and in recognition of that fact, the Commission's protective orders strictly limit access to the smallest possible circle of outside counsel and consultants.
Finally, the data density and non-random distribution of data submissions did not permit the standardization of mortality as a function of time since observation.
These results were presented to the district information officers responsible for the data submissions to the DHIS and to many of the clinic managers responsible for the initial data collection.
This includes passing new logical checks for data submissions.
A guidance on Pharmacogenomic Data Submissions was issued by the FDA in March 2005[ 54].
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