» Articles » PMID: 24038008

Representativeness and Optimal Use of Body Mass Index (BMI) in the UK Clinical Practice Research Datalink (CPRD)

Overview
Journal BMJ Open
Specialty General Medicine
Date 2013 Sep 17
PMID 24038008
Citations 85
Authors
Affiliations
Soon will be listed here.
Abstract

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 age-standardised and sex-standardised and compared with equivalent statistics from the Health Survey for England (HSE).

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.

Citing Articles

Epidemiology and yearly trend of obesity and overweight in primary care in Italy.

Lapi F, Marconi E, Medea G, Grattagliano I, Rossi A, Cricelli C Intern Emerg Med. 2025; .

PMID: 39849224 DOI: 10.1007/s11739-025-03870-1.


Recording practices of body mass index, overweight and obesity by Dutch general practitioners: an observational study.

van den Hout W, van Peet P, Numans M, Mook-Kanamori D BMC Prim Care. 2025; 26(1):1.

PMID: 39748290 PMC: 11697458. DOI: 10.1186/s12875-024-02696-8.


Psoriasis and dementia: A population-based matched cohort study of adults in England.

Matthewman J, Mansfield K, Cadogan S, Abuabara K, Smith C, Bhaskaran K Ann Clin Transl Neurol. 2025; 12(2):393-404.

PMID: 39743756 PMC: 11822786. DOI: 10.1002/acn3.52283.


Trends in all-cause and cause-specific mortality by BMI levels in England, 2004-2019: a population-based primary care records study.

Sophiea M, Zaccardi F, Cheng Y, Vamos E, Holman N, Gregg E Lancet Reg Health Eur. 2024; 44:100986.

PMID: 39049870 PMC: 11268361. DOI: 10.1016/j.lanepe.2024.100986.


Trends in weight gain recorded in English primary care before and during the Coronavirus-19 pandemic: An observational cohort study using the OpenSAFELY platform.

Samuel M, Park R, Eastwood S, Eto F, Morton C, Stow D PLoS Med. 2024; 21(6):e1004398.

PMID: 38913709 PMC: 11249215. DOI: 10.1371/journal.pmed.1004398.


References
1.
van Staa T, Wegman S, de Vries F, Leufkens B, Cooper C . Use of statins and risk of fractures. JAMA. 2001; 285(14):1850-5. DOI: 10.1001/jama.285.14.1850. View

2.
Delaney J, Daskalopoulou S, Brophy J, Steele R, Opatrny L, Suissa S . Lifestyle variables and the risk of myocardial infarction in the general practice research database. BMC Cardiovasc Disord. 2007; 7:38. PMC: 2241637. DOI: 10.1186/1471-2261-7-38. View

3.
Jick H, Zornberg G, Jick S, Seshadri S, Drachman D . Statins and the risk of dementia. Lancet. 2000; 356(9242):1627-31. DOI: 10.1016/s0140-6736(00)03155-x. View

4.
Mindell J, Biddulph J, Hirani V, Stamatakis E, Craig R, Nunn S . Cohort profile: the health survey for England. Int J Epidemiol. 2012; 41(6):1585-93. DOI: 10.1093/ije/dyr199. View

5.
Silverwood R, Pierce M, Thomas C, Hardy R, Ferro C, Sattar N . Association between younger age when first overweight and increased risk for CKD. J Am Soc Nephrol. 2013; 24(5):813-21. PMC: 3636792. DOI: 10.1681/ASN.2012070675. View