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Children With JIA Match or Exceed General Population in Meeting Recommended Physical Activity Levels

Children With JIA Match or Exceed General Population in Meeting Recommended Physical Activity Levels
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German Health Interview , World Health Organization , Examination Survey For Children , National Pediatric Rheumatologic Database , Examination Survey ,

Frontiers | Importance of Diagnostic Accuracy in Big Data: False-Positive Diagnoses of Type 2 Diabetes in Health Insurance Claims Data of 70 Million Germans

Large data sets comprising diagnoses about chronic conditions are becoming increasingly available for research purposes. In Germany, it is planned that aggregated claims data including medical diagnoses from the statutory health insurance with roughly 70 million insurants will be published on a regular basis. Validity of the diagnoses in such big data sets can hardly be assessed. In case the data set comprises prevalence, incidence and mortality, it is possible to estimate the proportion of false positive diagnoses using mathematical relations from the illness-death model. We apply the method to age-specific aggregated claims data from 70 million Germans about type 2 diabetes in Germany stratified by sex and report the findings in terms of the ratio of false positive diagnoses of type 2 diabetes (FPR) in the data set. The age-specific FPR for men and women changes with age. In men, the FPR increases linearly from 1 to 3 per mil in the age 30 to 50. For ages between 50 to 80 years, FPR ....

Robert Koch Institut , Ihlep Bergh , Digitale Medizin , Van Vlymen , Schulz Mandy , Centers For Disease , National Health , National Center , National Health And Nutrition Examination Survey , Institute For Health Metrics Evaluation , Global Health Data Exchange , Intl Agency Res Cancer , Statistical Methods In Cancer Research , Robert Koch Institute , National Diabetes Surveillance , German Health Interview , Nutrition Examination , R Foundation For Statistical Computing , Health Statistics , Disease Control , Human Mortality Database , Statistical Computing , Health Metrics Evaluation , Theor Popul , Med Abstract , Crossref Full Text ,