Pangaea Global AIDS Foundation, Oakland, CA, USA.
BMC Health Serv Res. 2012 Feb 2;12:30. doi: 10.1186/1472-6963-12-30.
Since the rapid scale-up of antiretroviral therapy (ART) programs in sub-Saharan Africa, electronic patient tracking systems (EPTS) have been deployed to respond to the growing demand for program monitoring, evaluation and reporting to governments and donors. These routinely collected data are often used in epidemiologic and operations research studies intended to improve programs. To ensure accurate reporting and good quality for research, the reliability and completeness of data systems need to be assessed and reported. We assessed the completeness and reliability of EPTS used in 16 HIV care and treatment clinics in Manica and Sofala provinces of Mozambique.
We conducted a cross-sectional study to assess the completeness and reliability of key variables in the electronic data system for patients enrolling in 16 public sector HIV treatment clinics between 1 July 2004 and 30 June 2008. Data from the electronic database was compared with data abstracted from a stratified random sample of 520 patient charts. Percent agreement, kappa scores and concordance correlation coefficients were calculated for specified variables. Percentile bootstrap confidence intervals were calculated to account for the stratified nature of our sampling.
A total of 16,149 patients with a median age of 33 years and a median CD4 count of 151 enrolled in these 16 clinics between 1 July 2004 and 30 June 2008. The level of completeness was high for most variables with height (18.6%) and weight (11.5%) having the highest amount of missing data. The level of agreement for available data was also high with reliability statistics of 0.95 (95% CI: 0.92-0.98) for gender, 0.91 (95% CI: 0.80-1.00) for pre-ART CD4 value and 0.97 (95% CI: 0.95-0.99) for patient retention.
Electronic patient tracking systems have been deployed to respond to the growing monitoring, evaluation and reporting requirements. In our cross-sectional study of clinics in Manica and Sofala provinces of Mozambique, we found high levels of completeness and reliability for key variables indicating that these electronic databases provided adequate data not only for monitoring and evaluation but also for research. Routine evaluations of the completeness and reliability of these databases need to occur to ensure high quality data are being used for reporting and research.
自抗逆转录病毒疗法(ART)在撒哈拉以南非洲地区迅速推广以来,电子患者跟踪系统(EPTS)已被部署用于应对日益增长的项目监测、评估和向政府和捐助者报告的需求。这些常规收集的数据通常用于旨在改善项目的流行病学和运营研究。为了确保报告的准确性和研究质量,需要评估和报告数据系统的可靠性和完整性。我们评估了莫桑比克马尼卡省和索法拉省 16 个艾滋病毒护理和治疗诊所使用的 EPTS 的完整性和可靠性。
我们进行了一项横断面研究,以评估 2004 年 7 月 1 日至 2008 年 6 月 30 日期间在 16 个公立部门艾滋病毒治疗诊所登记的患者电子数据系统中关键变量的完整性和可靠性。将电子数据库中的数据与从 520 名患者病历分层随机样本中提取的数据进行比较。为指定变量计算了百分比一致性、kappa 评分和一致性相关系数。为了考虑到我们抽样的分层性质,计算了百分位 bootstrap 置信区间。
2004 年 7 月 1 日至 2008 年 6 月 30 日期间,共有 16149 名中位年龄为 33 岁、中位 CD4 计数为 151 的患者在这 16 个诊所登记。大多数变量的完整性水平很高,身高(18.6%)和体重(11.5%)的缺失数据最多。可用数据的一致性水平也很高,可靠性统计数据为性别 0.95(95%置信区间:0.92-0.98)、抗逆转录病毒治疗前 CD4 值 0.91(95%置信区间:0.80-1.00)和患者保留率 0.97(95%置信区间:0.95-0.99)。
电子患者跟踪系统已被部署用于应对不断增长的监测、评估和报告需求。在我们对莫桑比克马尼卡省和索法拉省诊所的横断面研究中,我们发现关键变量的完整性和可靠性水平很高,这表明这些电子数据库不仅为监测和评估提供了足够的数据,而且还为研究提供了足够的数据。需要对这些数据库的完整性和可靠性进行常规评估,以确保报告和研究使用高质量的数据。