Sentence examples for ascertaining data quality from inspiring English sources

Although EDC proponents frequently claim that clinical trial data quality improves with use of such systems, studies supporting this contention have yet to appear in the peer-reviewed literature, and it is not clear whether traditional methods of ascertaining data quality suffice for EDC trials.

To ascertain data quality, we employed two supervised classification analyses: linear discrimination analysis (LDA) and K-nearest neighbor classification (KNN).

To ascertain data quality, we crosschecked information with other reports from previous years and we did not detect any inconsistencies.

To further ascertain data quality, frequencies were run on all data fields to identify and eliminate obvious outliers due to errors in data entry.

The same instrument is used for pre-test and post-test measures to ascertain the data quality.

The 'Boot2 SEs' are computed by bootstrapping the ascertained data.

Nonetheless, ascertaining fundamental issues of data quality and integrity and the scientific soundness of the interpretations can be difficult because nearly all journal peer-review evaluations proceed without access to the underlying data or, often, to detailed information regarding experimental methods.

It was therefore not easy to ascertain the same level of data quality across the study countries.

Data quality control was first applied.

It will be important to ascertain if self-reported difficulties with quality reporting correlate with flawed actual data quality in the same way as they do in incident reporting [ 16].

"It is not possible to ascertain from the analysis that Google respects the key data protection principles of purpose limitation, data quality, data minimization, proportionality and right to object," read a statement from the EU regulator.