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Reliability (accuracy with which we account for various perceptions expressed by participants) will be assured by data coding by at least two members of the research team with expertise in different domains (triangulation of researchers).
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All questionnaires were input by trained data entry personnel and data entry quality was assured by double data entry check.
The quality of X-ray crystallographic models for biomacromolecules refined from data obtained at high-resolution is assured by the data itself.
Confidentiality was assured by collecting data anonymously using just the card number of each record.
Data quality was assured by implementing a data validation plan and double data entry.
Quality was also assured by using double data entry procedures and a system to automatically detect data entry errors.
However, identification of the students was not recorded anywhere on the questionnaire and confidentiality was assured by analyzing the data in aggregate.
The data quality was assured by giving training to data collectors and supervisors, pretesting the questionnaires, and conducting close, immediate, and daily supervision.
Data quality was assured by using a pre-tested data collection tool and trained data collectors.
There is a strong view that if HES data were owned, valued, used and assured by clinicians then the data quality would improve and could be used for various purposes including quality assurance, patient safety, revalidation and appraisal.
Correctness of the paper-submitted data will be assured by double entry of the data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com