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The data from practices undergoes quality control procedures and several validation studies have shown a high level of data completeness within the GPRD [ 18].
The data undergo quality control procedures, and several validation studies have shown a high level of data completeness within the GPRD (Khan et al, 2010).
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21 It has high levels of data completeness and rigorous data cleaning processes to ensure data quality.
The consistently high levels of data completeness indicate that current systems in place to address potential issues have been successful [ 15].
This demonstrates that it is possible with adequate care and attention to achieve very high levels of data completeness, but that this must be addressed vigorously.
26 HES is an administrative data set collected for the secondary care setting that has high levels of data completeness and rigorous data cleaning processes, ensuring high data quality.
High levels of data completeness are important as in a previous study of a routine service (Clark et al., 2009) we found that patients who failed to provide post-treatment outcome data tended to have done less well.
The results indicate that data collected in the first six months of operation of ACORN from two major hospitals in NSW have high levels of data completeness and accuracy.
The population within this region is relatively homogenous, Caucasian and stable in terms of movement into and out of the region, ensuring good follow-up and high levels of data completeness.
However, general practices have relatively high levels of data completeness for smoking and BMI [ 44], and if no BMI is recorded this information can be obtained by using imputation techniques or from self-reported height and weight with reasonable accuracy [ 45].
Assignment of each patient to a community-based therapeutic counsellor promotes high levels of treatment compliance and also high levels of data-completeness so that final outcomes are known for the vast majority of patients.
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