Representative and optimal use of body mass index (BMI) in the UK Clinical Practice Research Datalink (CPRD)

被引:116
作者
Bhaskaran, Krishnan [1 ]
Forbes, Harriet J. [1 ]
Douglas, Ian [1 ]
Leon, David A. [1 ]
Smeeth, Liam [1 ]
机构
[1] London Sch Hyg & Trop Med, Fac Epidemiol & Populat Hlth, London WC1, England
基金
英国惠康基金; 美国国家卫生研究院;
关键词
RISK; ANTIDEPRESSANTS; OVERWEIGHT; OBESITY; STATINS;
D O I
10.1136/bmjopen-2013-003389
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives: 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. Design: Descriptive study. Setting: Electronic healthcare records from primary care. Participants: A million patient random sample from the UK CPRD primary care database, aged >16 years. Primary and secondary outcome measures: BMI completeness in CPRD was evaluated by age, sex and calendar period. CPRD-based summary BMI statistics for each calendar year (2003-2010) were agestandardised and sex-standardised and compared with equivalent statistics from the Health Survey for England (H SE). Results: 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). Conclusions: 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.
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页数:8
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