The data quality was guaranteed by stringent monitoring.
At sample collection for handling and preservation, the American Public Health Association (APHA 2005) standard procedures were followed to guarantee data quality and reliability.
In our study, in order to guarantee data quality, respondents were asked to confirm their demographics (i.e. sex, date and place of birth, ethnicity, nationality, educational level, place of residency) and clinical condition (i.e. health status, chronic diagnosis, date of first diagnosis, prescribed medications) previously collected by the Research Now Panel.
Results show that the proposed control strategy outperforms one-stage control and random control in guaranteeing data quality and saving control costs.
As in the activity execution, in the output insertion SIGLa checks the properties of each attribute and makes the validation, guaranteeing data quality.
In order to better manage and make full use of such large amount of toxicity data, there is a trend to develop functionalities aiming towards data governance in predictive toxicology to formalise a set of processes to guarantee high data quality and better data management.
Data entries will be reviewed to check data plausibility and guarantee sufficient data quality.
In order to guarantee rigorous data quality, all adverse cardiac events were reviewed by two experienced interventional cardiologists.
Different processes will be carried out to guarantee study data quality and thus maximise the validity and reliability of measurements of the results.
We describe the detector and the calibration procedures necessary to guarantee an optimal data quality.
