SynthesisPloS one2014
Validity of myocardial infarction diagnoses in administrative databases: a systematic review.
Synthesis in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 149 papers, 12 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
149 citing papers in PubMed, 12 syntheses or guidelines pooled it.
- Risk of myocardial infarction in patients with multiple sclerosis: a systematic review and meta-analysis.BMC neurology · 2026Pooled it
- Definitions of clinical study outcome measures for cardiovascular diseases: the European Unified Registries for Heart Care Evaluation and Randomized Trials (EuroHeart).European heart journal · 2025Pooled it
- Validity and reliability International Classification of Diseases-10 codes for all forms of injury: A systematic review.PloS one · 2024Pooled it
- Systematic review: development of a consensus code set to identify cirrhosis in electronic health records.Alimentary pharmacology & therapeutics · 2022Pooled it
- Major adverse cardiovascular event definitions used in observational analysis of administrative databases: a systematic review.BMC medical research methodology · 2021Pooled it
- Predictive value of indicators for identifying child maltreatment and intimate partner violence in coded electronic health records: a systematic review and meta-analysis.Archives of disease in childhood · 2021Pooled it
- Diagnostic Algorithms for Cardiovascular Death in Administrative Claims Databases: A Systematic Review.Drug safety · 2019Pooled it
- The Use of International Classification of Diseases Codes to Identify Patients with Pancreatitis: A Systematic Review and Meta-analysis of Diagnostic Accuracy Studies.Clinical and translational gastroenterology · 2018Pooled it
- Short term exposure to air pollution and stroke: systematic review and meta-analysis.BMJ (Clinical research ed.) · 2015Pooled it
- Validity of Diagnostic Codes for Acute Stroke in Administrative Databases: A Systematic Review.PloS one · 2015Pooled it
- Pooled it
- Validity of heart failure diagnoses in administrative databases: a systematic review and meta-analysis.PloS one · 2014Pooled it
- Sex- and race/ethnic differences in short- and long-term mortality after hospitalization for incident acute myocardial infarction.American heart journal plus : cardiology research and practice · 2026Article
- Article
- Semaglutide cardiovascular outcomes align more closely with attained dose than achieved weight loss.NPJ cardiovascular health · 2026Article
- Risk of cardiovascular events and death following retinal arterial occlusion and transient monocular visual loss.Scientific reports · 2026Article
- Accuracy of administrative data in ascertaining health conditions: a systematic review.JAMIA open · 2026Review
- Foods of concern, cardiopreventive medication use and risk of cardiovascular diseases: a prospective study in the CARTaGENE cohort.The American journal of clinical nutrition · 2026Article
- Biomarkers for Atherosclerotic Cardiovascular Events in Rheumatoid Arthritis: Towards Validation of a Biomarker-Enhanced Risk Model.medRxiv : the preprint server for health sciences · 2026Article
- Addition of CAD polygenic risk score to coronary artery calcium score enhances prediction of MACE.Frontiers in cardiovascular medicine · 2026Article
89 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThough administrative databases are increasingly being used for research related to myocardial infarction (MI), the validity of MI diagnoses in these databases has never been synthesized on a large scale.
objectiveTo conduct the first systematic review of studies reporting on the validity of diagnostic codes for identifying MI in administrative data.
methodsMEDLINE and EMBASE were searched (inception to November 2010) for studies: (a) Using administrative data to identify MI; or (b) Evaluating the validity of MI codes in administrative data; and (c) Reporting validation statistics (sensitivity, specificity, positive predictive value (PPV), negative predictive value, or Kappa scores) for MI, or data sufficient for their calculation. Additonal articles were located by handsearch (up to February 2011) of original papers. Data were extracted by two independent reviewers; article quality was assessed using the Quality Assessment of Diagnostic Accuracy Studies tool.
resultsThirty studies published from 1984-2010 were included; most assessed codes from the International Classification of Diseases (ICD)-9th revision. Sensitivity and specificity of hospitalization data for identifying MI in most [≥50%] studies was ≥86%, and PPV in most studies was ≥93%. The PPV was higher in the more-recent studies, and lower when criteria that do not incorporate cardiac troponin levels (such as the MONICA) were employed as the gold standard. MI as a cause-of-death on death certificates also demonstrated lower accuracy, with maximum PPV of 60% (for definite MI).
conclusionsHospitalization data has higher validity and hence can be used to identify MI, but the accuracy of MI as a cause-of-death on death certificates is suboptimal, and more studies are needed on the validity of ICD-10 codes. When using administrative data for research purposes, authors should recognize these factors and avoid using vital statistics data if hospitalization data is not available to confirm deaths from MI.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.