Sentence examples for many administrative data from inspiring English sources

For instance, socio-demographic indicators such as educational attainment, employment and occupation are collected in many administrative data sets.

In many administrative data systems, data linkage creates the opportunity to evaluate case-finding algorithms that will have sensitivity or specificity that is greater than what can be observed by examining a diagnosis in an unlinked database.

In many administrative data-based studies, most variables, including primary outcomes, are based on the International Classification of Diseases (ICD), clinical modification codes (ICD-9 or ICD-10).

While clinical disease activity measures remain the gold standard for assessing effectiveness in RA, the many large administrative data sources in the United States and internationally are an as yet untapped resource that might be used to assess effectiveness in large real-world populations of RA patients.

Unfortunately, however, many of the administrative data sets used in injury research do not include the location at which the injury takes place.

This analysis included several key components (e.g., multi-year patient-level data in many administrative datasets; national and provincial data), however several limitations are to be noted.

Many states now use administrative data on eligibility for means-tested programs such as welfare benefits and food stamps to automatically qualify children for subsidized meals in school.

Many rely heavily on administrative data as a surrogate to reflect clinical reality.

Available studies are almost exclusively American [ 3– 6, 10, 11, 16, 22] and tend to utilize many of the same administrative data sources with the same strengths and limitations.

Many health researchers use administrative data (e.g., physician billing claims) to inform and enhance decision-making and patient outcomes [ 1].

Although it is possible to derive many time intervals from administrative data and such data permit researchers to conduct population-based studies, the gold standard is prospectively collected data from patient records.