List and define five characteristics of ensuring data quality
The student will list and define any five of the following characteristics.
?
? data accessibility (ease with which data can be obtained)
? data accuracy (error-free and correct)
? data comprehensiveness (all required data elements are present in the patient record)
? data consistency (reliability of data regardless of the way in which data are stored, displayed, or processed)
? data definition (data elements have defined meanings and values, so all present and future users understand the data) (NOTE: Facilities create a data dictionary to facilitate this process.)
? data granularity (each attribute and value of data is defined at the correct level of detail)
? data precision (yields accurate data collection by defining expected data values)
? data relevancy (data is valuable for the performance of a process or activity)
? data timeliness or data currency (data must be collected and available to the user within a reasonable amount of time, and be up-to-date)
?
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