title: Cancer registry enrichment via linkage with hospital-based electronic medical records: a pilot investigation.
abstract: BACKGROUND
  Hospital electronic medical record (EMR) systems are becoming increasingly integrated for management of patient data, especially given recent policy changes issued by the Centers for Medicaid and Medicare Services. In addition to data management, these data provide evidence for patient-centered outcomes research for a range of diseases, including cancer. Integrating EMR patient data with existing disease registries strengthens all essential components for assuring optimal health outcomes.
  
  
  OBJECTIVE
  To identify the mechanisms for extracting, linking, and processing hospital EMR data with the Florida Cancer Data System (FCDS); and to assess the completeness of existing registry treatment data as well as the potential for data enhancement.
  
  
  METHODS
  A partnership among the Florida Department of Health, FCDS, and a large Florida hospital system was established to develop methods for hospital EMR extraction and transmission. Records for admission years between 2007 and 2010 were extracted using ICD-9-CM codes as the trigger and were linked with the cancer registry for patients with invasive cancers of the breast.
  
  
  RESULTS
  A total of 11,506 unique patients were linked with a total of 12,804 unique breast tumors. Evaluation of existing registry treatment data against the hospital EMR produced a total of 5 percent of registry records with updated surgery information, 1 percent of records with updated radiation information, and 7 percent of records updated with chemotherapy information. Enhancement of registry treatment information was particularly affected by the availability of chemotherapy medications data.
  
  
  CONCLUSIONS
  Hospital EMR linkages to cancer disease registries is feasible but challenged by lack of standards for data collection, coding and transmission, comprehensive description of available data, and the exclusion of certain hospital datasets. The FCDS standard treatment data variables are highly robust and complete but can be enhanced by the addition of detailed chemotherapy regimens that are commonly used in patient centered outcomes research.
authors.forename: Monique N
authors.initials: MN
authors.lastname: Hernandez
authors.forename: Lydia
authors.initials: L
authors.lastname: Voti
authors.forename: Jason D
authors.initials: JD
authors.lastname: Feldman
authors.forename: Stacey L
authors.initials: SL
authors.lastname: Tannenbaum
authors.forename: Wendy
authors.initials: W
authors.lastname: Scharber
authors.forename: Jill A
authors.initials: JA
authors.lastname: Mackinnon
authors.forename: David J
authors.initials: DJ
authors.lastname: Lee
authors.forename: Youjie X
authors.initials: YX
authors.lastname: Huang
mesh_terms: D059019:Clinical Coding; D015897:Comorbidity; D057286:Electronic Health Records / Q000458:organization & administration*; D005431:Florida; D006739:Hospital Administration; D006801:Humans; D008498:Medical Record Linkage / Q000379:methods*; D009369:Neoplasms / Q000453:epidemiology* / Q000473:pathology / Q000628:therapy*; D010351:Patient Discharge; D010865:Pilot Projects; D012042:Registries / Q000706:statistics & numerical data*