Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK.
BMJ Open. 2013 Sep 13;3(9):e003389. doi: 10.1136/bmjopen-2013-003389.
To assess the completeness and representativeness of body mass index (BMI) data in the Clinical Practice Research Datalink (CPRD), and determine an optimal strategy for their use.
Descriptive study.
Electronic healthcare records from primary care.
A million patient random sample from the UK CPRD primary care database, aged ≥16 years.
BMI completeness in CPRD was evaluated by age, sex and calendar period. CPRD-based summary BMI statistics for each calendar year (2003-2010) were age-standardised and sex-standardised and compared with equivalent statistics from the Health Survey for England (HSE).
BMI completeness increased over calendar time from 37% in 1990-1994 to 77% in 2005-2011, was higher among females and increased with age. When BMI at specific time points was assigned based on the most recent record, calendar-year-specific mean BMI statistics underestimated equivalent HSE statistics by 0.75-1.1 kg/m(2). Restriction to those with a recent (≤3 years) BMI resulted in mean BMI estimates closer to HSE (≤0.28 kg/m(2) underestimation), but excluded up to 47% of patients. An alternative strategy of imputing up-to-date BMI based on modelled changes in BMI over time since the last available record also led to mean BMI estimates that were close to HSE (≤0.37 kg/m(2) underestimation).
Completeness of BMI in CPRD increased over time and varied by age and sex. At a given point in time, a large proportion of the most recent BMIs are unlikely to reflect current BMI; consequent BMI misclassification might be reduced by employing model-based imputation of current BMI.
评估临床实践研究数据链(CPRD)中体重指数(BMI)数据的完整性和代表性,并确定使用这些数据的最佳策略。
描述性研究。
来自初级保健的电子医疗记录。
来自英国 CPRD 初级保健数据库的 100 万患者随机样本,年龄≥16 岁。
CPRD 中 BMI 的完整性通过年龄、性别和日历期进行评估。每个日历年度(2003-2010 年)的 CPRD 基于 BMI 的汇总统计数据均进行了年龄标准化和性别标准化,并与来自英格兰健康调查(HSE)的等效统计数据进行了比较。
BMI 的完整性随着日历时间的推移而增加,从 1990-1994 年的 37%增加到 2005-2011 年的 77%,在女性中更高,并随着年龄的增长而增加。当根据最近的记录分配特定时间点的 BMI 时,特定年份的平均 BMI 统计数据低估了等效 HSE 统计数据 0.75-1.1kg/m2。将最近(≤3 年)的 BMI 限制为患者,会导致平均 BMI 估计值更接近 HSE(≤0.28kg/m2 低估),但排除了多达 47%的患者。另一种基于最后一次可用记录以来 BMI 随时间变化的模型来推断最新 BMI 的策略,也导致了与 HSE 接近的平均 BMI 估计值(≤0.37kg/m2 低估)。
CPRD 中 BMI 的完整性随时间推移而增加,且受年龄和性别影响。在给定的时间点,很大一部分最近的 BMI 不太可能反映当前的 BMI;通过使用当前 BMI 的基于模型的推断,可以减少 BMI 的错误分类。