title: Changing course to make clinical decision support work in an HIV clinic in Kenya.
abstract: OBJECTIVE
  We implemented computer-based reminders for CD4 count tests at an HIV clinic in Western Kenya though an open-source Electronic Medical Record System. Within a month, providers had stopped complying with the reminders.
  
  
  METHODS
  We used a multi-method qualitative approach to determine reasons for failure to adhere to the reminders, and took multiple corrective actions to remedy the situation.
  
  
  RESULTS
  Major reasons for failure of the reminder system included: not considering delayed data entry and pending test results; relying on wrong data inadvertently entered into the system; inadequate training of providers who would sometimes disagree with the reminder suggestions; and resource issues making generation of reminders unreliable. With appropriate corrective actions, the reminder system has now been functional for over eight months.
  
  
  CONCLUSIONS
  Implementing clinical decision support in resource-limited settings is challenging. Understanding and correcting root causes of problems related to reminders will facilitate successful implementation of the decision support systems in these settings.
authors.affiliation: IUPUI School of Informatics, Indianapolis, IN, USA.
authors.forename: Sheraz F
authors.initials: SF
authors.lastname: Noormohammad
authors.forename: Burke W
authors.initials: BW
authors.lastname: Mamlin
authors.forename: Paul G
authors.initials: PG
authors.lastname: Biondich
authors.forename: Brian
authors.initials: B
authors.lastname: McKown
authors.forename: Sylvester N
authors.initials: SN
authors.lastname: Kimaiyo
authors.forename: Martin C
authors.initials: MC
authors.lastname: Were
mesh_terms: D000554:Ambulatory Care Facilities; D018791:CD4 Lymphocyte Count; D003266:Continuity of Patient Care; D020000:Decision Support Systems, Clinical; D005069:Evaluation Studies as Topic; D015658:HIV Infections; D006801:Humans; D007630:Kenya; D017010:Reminder Systems