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Integrity of data entry from the surveys was checked by another researcher.
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The electronic patient surveys included preprogrammed validation checks and error messages to help guide patients through the surveys, while controlling data quality and integrity at the point of data entry.
Further integrity of the data is ensured through rigorous certification of data entry personnel and the use of standardized software that checks the data for completeness and accuracy [ 26].
For the trial phase, the CTU will provide regular reports on data quality to ensure the integrity of randomisation, to monitor the level of missing data and the timeliness of data entry and to check for illogical or inconsistent data.
Fixing the process of data entry is a good start.
Data integrity will be enforced by cross-checking with the recorded interview after the intervention is complete and by valid value and range checks at the time of data entry.
We adopted a double entry system of data entry.
During data entry, automatic plausibility controls will be conducted to assure quality of data entry.
Double data-entry and consistency checks were employed to assure the quality of data entry.
We outsourced data entry to a team of data entry operators, public health graduates by qualification.
Rather than privacy from the state, the real concern, Ilves insists, is the integrity of data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com