title: Implementation of a data management program in a pediatric cancer unit in a low income country.
abstract: BACKGROUND
  Pediatric cancer units in low-income countries lack data on which to base quality improvement initiatives. We implemented a data management program in the oncology unit of the children's hospital of Tegucigalpa, Honduras, and then we assessed training and supervision of data managers, data accuracy, and completeness as well as obstacles encountered.
  
  
  METHODS
  Training included 2 days of off-site hands-on instruction in the use of an online database, daily on-site supervision by physicians, periodic online meetings for education and problem-solving, and continuous e-mail support.
  
  
  RESULTS
  Of the 652 patients diagnosed with acute leukemia between July 1995 and June 2005, 150 (23%) had not yet been registered in the database at the time of audit and 65 (10%) had missing medical records. The remaining 437 charts (67%) were reviewed by an external auditor and compared to the data entered previously by the two trained data managers. Protocol information was incomplete in 30% of cases, and the cause of death was inaccurate in 18%. All other data were 99% accurate and 93%-100% complete. Obstacles included a limited medical records system, poor organization of the charts, missing records, inconsistently documented protocol information, data managers who lack a medical background, and slow or unreliable internet connections.
  
  
  CONCLUSIONS
  Data managers can be trained to effectively collect basic pediatric oncology data in a low-income country. Addressing inadequacies in the medical record system while providing specific training in protocol-based care and determination of cause of death for both physicians and data managers will improve data quality.
authors.affiliation: International Outreach Program, St. Jude Children's Research Hospital, Memphis, Tennessee 38105-2794, USA.
authors.forename: Lisa
authors.initials: L
authors.lastname: Ayoub
authors.forename: Ligia
authors.initials: L
authors.lastname: Fú
authors.forename: Armando
authors.initials: A
authors.lastname: Peña
authors.forename: Jose Manuel
authors.initials: JM
authors.lastname: Sierra
authors.forename: Pablo Cesar
authors.initials: PC
authors.lastname: Dominguez
authors.forename: Ching-Hon
authors.initials: CH
authors.lastname: Pui
authors.forename: Yuri
authors.initials: Y
authors.lastname: Quintana
authors.forename: Alicia
authors.initials: A
authors.lastname: Rodriguez
authors.forename: Ronald D
authors.initials: RD
authors.lastname: Barr
authors.forename: Raul C
authors.initials: RC
authors.lastname: Ribeiro
authors.forename: Monika L
authors.initials: ML
authors.lastname: Metzger
authors.forename: Judy A
authors.initials: JA
authors.lastname: Wilimas
authors.forename: Scott C
authors.initials: SC
authors.lastname: Howard
mesh_terms: D002985:Clinical Protocols; D003625:Data Collection; D006284:Health Plan Implementation / Q000458:organization & administration*; D006721:Honduras; D006776:Hospitals, Pediatric / Q000458:organization & administration* / Q000706:statistics & numerical data; D006801:Humans; D007324:Institutional Management Teams; D007938:Leukemia / Q000628:therapy*; D016347:Medical Records Systems, Computerized; D008507:Medically Underserved Area; D016522:Oncology Service, Hospital / Q000458:organization & administration* / Q000706:statistics & numerical data; D010043:Outcome and Process Assessment, Health Care; D015996:Survival Rate