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This is achieved by controlling the data cleaning process with customized pre-processing templates.
Quality assessment indicators will affect each other in the data cleaning process.
More details about the data cleaning process can be found in the methods Additional file 1.
The data cleaning process, non-response bias and data summaries are also presented.
The data cleaning process yielded a useable dataset of 185 observations with non-missing values on the analysis variables.
It is noted that the relationship between indicators analyzed in the following is considered in the data cleaning process if it is not specialized.
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It was discovered through this data cleaning process without prior knowledge.
After entry, data is both manually and statistically checked during the data-cleaning process.
The data-cleaning process included automated range checks, with change requests displayed immediately to the user.
13 The data-cleaning process was based on programmed queries to identify records containing inconsistent or uncertain data.
After data entry, data was manually and statistically checked as a part of the data-cleaning process.
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CEO of Professional Science Editing for Scientists @ prosciediting.com