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Some of them — such as thorough audits of data and algorithms — may be technically difficult to achieve.
In addition, errors could be minimised by performing regular audits of data quality.
These included regular local audits of data and central databases of results/complications.
This is a limitation of the multisite methodology, and could be overcome by random audits of data collection at the various sites by state project officers.
However, the ANZICS APD is recognized as a high-quality clinical registry [ 21] with extensive data validation rules and on-site audits of data quality.
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The state comptroller, Alan G. Hevesi, left, intends to conduct an audit of data the city uses to measure school class sizes, a spokesman for the comptroller's office said yesterday.
The report was based on an audit of data held by the Kimberley mental health and drug service, as well as police records of suicides, and self-harm presentations at hospitals and non-government organisations.
The work by Wang et al. has also sought to resolve the privacy concerns in third party auditing of data integrity in cloud services through the usage of the TPA [51].
The authors conducted a study to prospectively assess the rates of complications associated with ASD surgery with a minimum 2-year follow-up based on a multicenter study design that incorporated standardized data-collection forms, on-site study coordinators, and regular auditing of data to help ensure complete and accurate reporting of complications.
Earlier, Orengo had called for the candidates and observers to be given access to the election commission's computer servers so there could be a transparent audit of data from 41,000 polling stations across the country.
Audit of data quality is not carried out on regular basis.
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