ArticleBMJ open2017
Validation of asthma recording in the Clinical Practice Research Datalink (CPRD).
Article in BMJ open, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers.
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Who cites it
64 citing papers in PubMed.
- Transient Oral Corticosteroid Use and Acute Upper Gastrointestinal Bleeding in Mild-to-Moderate Asthma: A Case-Crossover Study.Drug safety · 2026Article
- Prevalence and cost implications of broadening asthma biologic eligibility criteria.The World Allergy Organization journal · 2026Article
- Age-Specific Risk of Herpes Zoster in Adults Aged ≥18 Years With Comorbid Conditions-A Retrospective Cohort Study in the United States.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026Article
- Age-specific Risk of Herpes Zoster in Immunocompetent Adults ≥18 Years-of-age-A Retrospective Cohort Study in the United States.Open forum infectious diseases · 2026Article
- Real-World Comparative Effectiveness Study in Patients with Asthma Initiating Fluticasone Furoate/Vilanterol or Beclometasone Dipropionate/Formoterol Fumarate in General Practice in England.Advances in therapy · 2025Article
- Pregnancy, asthma and exacerbations: a population-based cohort.The European respiratory journal · 2025Article
- Identification of clinically meaningful, overlapping obstructive respiratory disease subtypes via data-driven approaches in a primary care population.BMC pulmonary medicine · 2025Article
- Identifying Treatable Traits of Patients with Asthma Prescribed an ICS/LABA: A Descriptive Analytic Database Study in England.Advances in therapy · 2025Article
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- Treatment choice for adult patients with moderate-to-severe asthma: the TAILOR study.ERJ open research · 2025Article
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- Addressing uncertainty in identifying pregnancies in the English CPRD GOLD Pregnancy Register: a methodological study using a worked example.International journal of population data science · 2025Article
- One Year Risk Prediction Model for Cardiovascular Disease for Adults with Asthma in England.Pragmatic and observational research · 2025Article
- Adverse respiratory outcomes among patients with resolved asthma: matched retrospective cohort study.The British journal of general practice : the journal of the Royal College of General Practitioners · 2024Article
- Risk factors for asthma-related hospital and intensive care admissions in children, adolescents and adults: a cohort study using primary and secondary care data.BMJ open respiratory research · 2024Article
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- Treatment pathways, economic burden and clinical outcomes in new users of inhaled corticosteroid/long-acting BBMJ open · 2024Article
- Obesity at the age of 4-5 related to asthma diagnosis in later childhood: A longitudinal study using linked routinely collected data from Wales.International journal of population data science · 2024Article
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4 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
objectivesThe optimal method of identifying people with asthma from electronic health records in primary care is not known. The aim of this study is to determine the positive predictive value (PPV) of different algorithms using clinical codes and prescription data to identify people with asthma in the United Kingdom Clinical Practice Research Datalink (CPRD).
methods684 participants registered with a general practitioner (GP) practice contributing to CPRD between 1 December 2013 and 30 November 2015 were selected according to one of eight predefined potential asthma identification algorithms. A questionnaire was sent to the GPs to confirm asthma status and provide additional information to support an asthma diagnosis. Two study physicians independently reviewed and adjudicated the questionnaires and additional information to form a gold standard for asthma diagnosis. The PPV was calculated for each algorithm.
results684 questionnaires were sent, of which 494 (72%) were returned and 475 (69%) were complete and analysed. All five algorithms including a specific Read code indicating asthma or non-specific Read code accompanied by additional conditions performed well. The PPV for asthma diagnosis using only a specific asthma code was 86.4% (95% CI 77.4% to 95.4%). Extra information on asthma medication prescription (PPV 83.3%), evidence of reversibility testing (PPV 86.0%) or a combination of all three selection criteria (PPV 86.4%) did not result in a higher PPV. The algorithm using non-specific asthma codes, information on reversibility testing and respiratory medication use scored highest (PPV 90.7%, 95% CI (82.8% to 98.7%), but had a much lower identifiable population. Algorithms based on asthma symptom codes had low PPVs (43.1% to 57.8%)%).
conclusionsPeople with asthma can be accurately identified from UK primary care records using specific Read codes. The inclusion of spirometry or asthma medications in the algorithm did not clearly improve accuracy. ETHICS AND DISSEMINATION: The protocol for this research was approved by the Independent Scientific Advisory Committee (ISAC) for MHRA Database Research (protocol number15_257) and the approved protocol was made available to the journal and reviewers during peer review. Generic ethical approval for observational research using the CPRD with approval from ISAC has been granted by a Health Research Authority Research Ethics Committee (East Midlands-Derby, REC reference number 05/MRE04/87).The results will be submitted for publication and will be disseminated through research conferences and peer-reviewed journals.
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