Abstract
To investigate the range of methods used to validate diagnoses in the General Practice Research Database (GPRD), to summarize findings and to assess the quality of these validations. A systematic literature review was performed by searching PubMed and Embase for publications using GPRD data published between 1987 and April 2008. Additional publications were identified from conference proceedings, back issues of relevant journals, bibliographies of retrieved publications and relevant websites. Publications that reported attempts to validate disease diagnoses recorded in the GPRD were included. We identified 212 publications, often validating more than one diagnosis. In total, 357 validations investigating 183 different diagnoses met our inclusion criteria. Of these, 303 (85%) utilized data from outside the GPRD to validate diagnoses. The remainder utilized only data recorded in the database. The median proportion of cases with a confirmed diagnosis was 89% (range 24-100%). Details of validation methods and results were often incomplete. A number of methods have been used to assess validity. Overall, estimates of validity were high. However, the quality of reporting of the validations was often inadequate to permit a clear interpretation. Not all methods provided a quantitative estimate of validity and most methods considered only the positive predictive value of a set of diagnostic codes in a highly selected group of cases. We make recommendations for methodology and reporting to strengthen further the use of the GPRD in research.
MeSH Terms
Algorithms
Clinical Competence
Databases, Factual/statistics & numerical data
Diagnostic Errors/statistics & numerical data
Family Practice/statistics & numerical data
Humans
Reproducibility of Results
Research
Surveys and Questionnaires
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Herrett Emily
Non-communicable Disease Epidemiology Unit, Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK. emily.herrett@lshtm.ac.uk
Thomas Sara L
Schoonen W Marieke
Smeeth Liam
Hall Andrew J
References (26)
26 references, click to expand
-
The VAMP Research multi-purpose database in the U.K.
J Clin Epidemiol. 1995 Mar;48(3):431-43
PMID: 7897464
-
Predictors and prognosis of paroxysmal atrial fibrillation in general practice in the UK.
BMC Cardiovasc Disord. 2005 Jul 11;5:20
PMID: 16008832
-
Validation of information recorded on general practitioner based computerised data resource in the United Kingdom.
BMJ. 1991 Mar 30;302(6779):766-8
PMID: 2021768
-
All-cause mortality and vascular events among patients with rheumatoid arthritis, osteoarthritis, or no arthritis in the UK General Practice Research Database.
J Rheumatol. 2003 Jun;30(6):1196-202
PMID: 12784389
-
Validation of the diagnosis of autism in general practitioner records.
BMC Public Health. 2004 Mar 03;4:5
PMID: 15113435
-
The incidence and prevalence of pressure ulcers among elderly patients in general medical practice.
Ann Epidemiol. 2002 Jul;12(5):321-5
PMID: 12062919
-
MMR vaccination and pervasive developmental disorders: a case-control study.
Lancet. 2004 Sep 11-17;364(9438):963-9
PMID: 15364187
-
The General Practice Research Database: quality of morbidity data.
Popul Trends. 1997 Spring;(87):36-40
PMID: 9134574
-
Validity of the general practice research database.
Pharmacotherapy. 2003 May;23(5):686-9
PMID: 12741446
-
Epidemiology of fractures in England and Wales.
Bone. 2001 Dec;29(6):517-22
PMID: 11728921
-
Accuracy of diagnosis of psychosis on general practice computer system.
BMJ. 1993 Jul 3;307(6895):32-4
PMID: 8343670
-
Prostate cancer risk among men with diabetes mellitus (Spain).
Cancer Causes Control. 2005 Nov;16(9):1055-8
PMID: 16184470
-
Clinical information for research; the use of general practice databases.
J Public Health Med. 1999 Sep;21(3):299-304
PMID: 10528957
-
Use of first- and second-generation cyclooxygenase-2-selective nonsteroidal antiinflammatory drugs and risk of acute myocardial infarction.
Circulation. 2006 Apr 25;113(16):1950-7
PMID: 16618816
-
Validation of general practitioner-diagnosed COPD in the UK General Practice Research Database.
Eur J Epidemiol. 2001;17(12):1075-80
PMID: 12530765
-
Incidence of ocular melanoma in the general population and in glaucoma patients.
J Epidemiol Community Health. 2001 May;55(5):338-9
PMID: 11297655
-
Increased risk for demyelinating diseases in patients with inflammatory bowel disease.
Gastroenterology. 2005 Sep;129(3):819-26
PMID: 16143121
-
Diabetes and the risk of lung cancer.
Diabetes Care. 2005 Mar;28(3):590-4
PMID: 15735193
-
Acute liver injury associated with nonsteroidal anti-inflammatory drugs and the role of risk factors.
Arch Intern Med. 1994 Feb 14;154(3):311-6
PMID: 8297198
-
Statins and the risk of idiopathic venous thromboembolism.
Br J Clin Pharmacol. 2002 Jan;53(1):101-5
PMID: 11849201
-
Recent trends in physician diagnosed COPD in women and men in the UK.
Thorax. 2000 Sep;55(9):789-94
PMID: 10950900
-
Measuring disease prevalence: a comparison of musculoskeletal disease using four general practice consultation databases.
Br J Gen Pract. 2007 Jan;57(534):7-14
PMID: 17244418
-
Diagnostic accuracy of physician review, expert algorithms and data-derived algorithms in adult verbal autopsies.
Int J Epidemiol. 1999 Dec;28(6):1081-7
PMID: 10661651
-
How accurate are diagnoses for rheumatoid arthritis and juvenile idiopathic arthritis in the general practice research database?
Arthritis Rheum. 2008 Sep 15;59(9):1314-21
PMID: 18759262
-
The utility of the general practice research database to examine selected congenital heart defects: a validation study.
Pharmacoepidemiol Drug Saf. 2007 Aug;16(8):867-77
PMID: 17563909
-
Relation of childhood gastrointestinal disorders to autism: nested case-control study using data from the UK General Practice Research Database.
BMJ. 2002 Aug 24;325(7361):419-21
PMID: 12193358