title: Duplicates and misclassification of tuberculosis notification records in Brazil, 2001-2007.
abstract: OBJECTIVE
  To evaluate the change in tuberculosis (TB) notification rates due to the removal of unwanted duplicate records from the Brazilian notification system (2001-2007, data extracted in October 2008), and therefore extending the period of investigation of the previous study using the same methodology (2000-2004, data extracted in February 2006).
  
  
  METHODS
  Repeat records were identified using a probabilistic record linkage, classified into six mutually exclusive categories, and then kept, combined or removed from the database.
  
  
  RESULTS
  In the TB database, 22.7% of all records belonged to patients with multiple records. When we excluded the first record of every patient in this group, 43.7% were classified as transfers, 29% as returns after default, 16.3% as relapses and 6.6% as true duplicates, while 2.9% were inconclusive and 1.5% had missing data. Removal of unwanted duplicate records reduced the notification rates of new cases by 4% to 6.3%, and increased the proportion cured by 3.4% to 4.9%.
  
  
  CONCLUSIONS
  Linkage of records within the TB notification database and the implementation of procedures to distinguish between new and retreatment or transfer-in records yielded better data. Recommendations are provided on how to prevent duplicates and misclassifications in national TB databases.
authors.affiliation: Stop TB Department, World Health Organization, Geneva, Switzerland. bierrenbacha@who.int
authors.forename: A L
authors.initials: AL
authors.lastname: Bierrenbach
authors.forename: G Pinto
authors.initials: GP
authors.lastname: de  Oliveira
authors.forename: S
authors.initials: S
authors.lastname: Codenotti
authors.forename: A B F
authors.initials: AB
authors.lastname: Gomes
authors.forename: A P
authors.initials: AP
authors.lastname: Stevens
mesh_terms: D001938:Brazil; D016208:Databases, Factual / Q000592:standards* / Q000706:statistics & numerical data; D018563:Disease Notification / Q000706:statistics & numerical data*; D005568:Forms and Records Control / Q000592:standards; D006801:Humans; D008498:Medical Record Linkage / Q000379:methods; D011159:Population Surveillance / Q000379:methods; D019233:Retreatment / Q000706:statistics & numerical data; D014376:Tuberculosis / Q000453:epidemiology*