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In April the United States government announced that it would stop gathering the data on which various domestic energy indicators are based, reduce efforts to assure data quality in some others and cease publication of its International Energy Statistics.
Traceability data access automation will assure data reliability.
Mandatory data-entry fields can be used to assure data completeness.
Extensive review and quality assurance of macroinvertebrate sampling protocols, laboratory subsample counts and taxonomic resolution was completed to assure data comparability.
Every step was performed following carefully prepared standard operating procedures (SOPs) as the study was designed and procedures were put in place to comply with good laboratory practice (GLP) and assure data quality and integrity.
According to the OECD guideline for the Fish Embryo Toxicity Test, nominal and real concentrations should not differ more than ±20% from each other to assure data reliability [18].
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A 20% random check of records was undertaken to assure data-entry quality with an error rate of <2% identified.
Performance management and quality assured data should support practice improvement with less of a focus on measuring inputs and outputs.
The driver assures data manipulation with a very small delay.
"How products store, manage and secure keys and passwords is the most common failure point in assuring data protection," Chester Wisniewski of Sophos points out.
Some stakeholders at Trafikverket are working on assuring data quality by comparing many measurements at the same time and in the same place.
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