Wiley StatsRef: Statistics Reference Online 2015
DOI: 10.1002/9781118445112.stat05227.pub2
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Administrative Databases

Abstract: Stability across time is one of the important components in Data Quality Assurance Process. This paper talks about a SAS® macro that has been designed to automate testing of stability across time as part of a larger data quality application package. Outlier analysis has been used for identifying unusual changes over time within large health administrative databases. The macro chooses the most appropriate model for smoothing the data curve/line. Potential outliers will be flagged on the scatterplot as suspiciou… Show more

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Cited by 2 publications
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“…In light of these and other limitations, researchers are turning to routinely collected administrative health data to conduct a wide variety of epidemiological research studies. 27 How can administrative health and social data help address evidence gaps? Contacts with the health and social services systems generate data in the form of administrative records.…”
Section: Introductionmentioning
confidence: 99%
“…In light of these and other limitations, researchers are turning to routinely collected administrative health data to conduct a wide variety of epidemiological research studies. 27 How can administrative health and social data help address evidence gaps? Contacts with the health and social services systems generate data in the form of administrative records.…”
Section: Introductionmentioning
confidence: 99%