Cargando…
Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada
OBJECTIVE: To validate a case definition for diabetes in the pediatric age-group using administrative health data. RESEARCH DESIGN AND METHODS: Population-based administrative data from Manitoba, Canada for the years 2004–2006 were anonymously linked to a clinical registry to evaluate the validity o...
Autores principales: | , , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2011
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3064048/ https://www.ncbi.nlm.nih.gov/pubmed/21378211 http://dx.doi.org/10.2337/dc10-1572 |
_version_ | 1782200866132983808 |
---|---|
author | Dart, Allison B. Martens, Patricia J. Sellers, Elizabeth A. Brownell, Marni D. Rigatto, Claudio Dean, Heather J. |
author_facet | Dart, Allison B. Martens, Patricia J. Sellers, Elizabeth A. Brownell, Marni D. Rigatto, Claudio Dean, Heather J. |
author_sort | Dart, Allison B. |
collection | PubMed |
description | OBJECTIVE: To validate a case definition for diabetes in the pediatric age-group using administrative health data. RESEARCH DESIGN AND METHODS: Population-based administrative data from Manitoba, Canada for the years 2004–2006 were anonymously linked to a clinical registry to evaluate the validity of algorithms based on a combination of hospital claim, outpatient physician visit, and drug use data over 1–3 years in youth 1–18 years of age. Agreement between data sources, sensitivity, specificity, negative (NPV) and positive predictive value (PPV) were evaluated for each algorithm. In addition, ascertainment rate of each data source, prevalence, and differences between subtypes of diabetes were evaluated. RESULTS: Agreement between data sources was very good. The diabetes definition including one or more hospitalizations or two or more outpatient claims over 2 years provided a sensitivity of 94.2%, specificity of 99.9%, PPV of 81.6% and NPV of 99.9%. The addition of one or more prescription claims to the same definition over 1 year provided similar results. Case ascertainment rates of both sources were very good to excellent and the ascertainment-corrected prevalence for youth-onset diabetes for the year 2006 was 2.4 per 1,000. It was not possible to distinguish between subtypes of diabetes within the administrative database; however, this limitation could be overcome with an anonymous linkage to the clinical registry. CONCLUSIONS: Administrative data are a valid source for the determination of pediatric diabetes prevalence that can provide important information for health care planning and evaluation. |
format | Text |
id | pubmed-3064048 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-30640482012-04-01 Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada Dart, Allison B. Martens, Patricia J. Sellers, Elizabeth A. Brownell, Marni D. Rigatto, Claudio Dean, Heather J. Diabetes Care Original Research OBJECTIVE: To validate a case definition for diabetes in the pediatric age-group using administrative health data. RESEARCH DESIGN AND METHODS: Population-based administrative data from Manitoba, Canada for the years 2004–2006 were anonymously linked to a clinical registry to evaluate the validity of algorithms based on a combination of hospital claim, outpatient physician visit, and drug use data over 1–3 years in youth 1–18 years of age. Agreement between data sources, sensitivity, specificity, negative (NPV) and positive predictive value (PPV) were evaluated for each algorithm. In addition, ascertainment rate of each data source, prevalence, and differences between subtypes of diabetes were evaluated. RESULTS: Agreement between data sources was very good. The diabetes definition including one or more hospitalizations or two or more outpatient claims over 2 years provided a sensitivity of 94.2%, specificity of 99.9%, PPV of 81.6% and NPV of 99.9%. The addition of one or more prescription claims to the same definition over 1 year provided similar results. Case ascertainment rates of both sources were very good to excellent and the ascertainment-corrected prevalence for youth-onset diabetes for the year 2006 was 2.4 per 1,000. It was not possible to distinguish between subtypes of diabetes within the administrative database; however, this limitation could be overcome with an anonymous linkage to the clinical registry. CONCLUSIONS: Administrative data are a valid source for the determination of pediatric diabetes prevalence that can provide important information for health care planning and evaluation. American Diabetes Association 2011-04 2011-03-21 /pmc/articles/PMC3064048/ /pubmed/21378211 http://dx.doi.org/10.2337/dc10-1572 Text en © 2011 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details. |
spellingShingle | Original Research Dart, Allison B. Martens, Patricia J. Sellers, Elizabeth A. Brownell, Marni D. Rigatto, Claudio Dean, Heather J. Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada |
title | Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada |
title_full | Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada |
title_fullStr | Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada |
title_full_unstemmed | Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada |
title_short | Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada |
title_sort | validation of a pediatric diabetes case definition using administrative health data in manitoba, canada |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3064048/ https://www.ncbi.nlm.nih.gov/pubmed/21378211 http://dx.doi.org/10.2337/dc10-1572 |
work_keys_str_mv | AT dartallisonb validationofapediatricdiabetescasedefinitionusingadministrativehealthdatainmanitobacanada AT martenspatriciaj validationofapediatricdiabetescasedefinitionusingadministrativehealthdatainmanitobacanada AT sellerselizabetha validationofapediatricdiabetescasedefinitionusingadministrativehealthdatainmanitobacanada AT brownellmarnid validationofapediatricdiabetescasedefinitionusingadministrativehealthdatainmanitobacanada AT rigattoclaudio validationofapediatricdiabetescasedefinitionusingadministrativehealthdatainmanitobacanada AT deanheatherj validationofapediatricdiabetescasedefinitionusingadministrativehealthdatainmanitobacanada |