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      Using big data from health records from four countries to evaluate chronic disease outcomes: a study in 114 364 survivors of myocardial infarction

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          Abstract

          Aims

          To assess the international validity of using hospital record data to compare long-term outcomes in heart attack survivors.

          Methods and results

          We used samples of national, ongoing, unselected record sources to assess three outcomes: cause death; a composite of myocardial infarction (MI), stroke, and all-cause death; and hospitalized bleeding. Patients aged 65 years and older entered the study 1 year following the most recent discharge for acute MI in 2002–11 [ n = 54 841 (Sweden), 53 909 (USA), 4653 (England), and 961 (France)]. Across each of the four countries, we found consistent associations with 12 baseline prognostic factors and each of the three outcomes. In each country, we observed high 3-year crude cumulative risks of all-cause death (from 19.6% [England] to 30.2% [USA]); the composite of MI, stroke, or death [from 26.0% (France) to 36.2% (USA)]; and hospitalized bleeding [from 3.1% (France) to 5.3% (USA)]. After adjustments for baseline risk factors, risks were similar across all countries [relative risks (RRs) compared with Sweden not statistically significant], but higher in the USA for all-cause death [RR USA vs. Sweden, 1.14 (95% confidence interval 1.04–1.26)] and hospitalized bleeding [RR USA vs. Sweden, 1.54 (1.21–1.96)].

          Conclusion

          The validity of using hospital record data is supported by the consistency of estimates across four countries of a high adjusted risk of death, further MI, and stroke in the chronic phase after MI. The possibility that adjusted risks of mortality and bleeding are higher in the USA warrants further study.

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          Most cited references55

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          Data Resource Profile: Clinical Practice Research Datalink (CPRD)

          The Clinical Practice Research Datalink (CPRD) is an ongoing primary care database of anonymised medical records from general practitioners, with coverage of over 11.3 million patients from 674 practices in the UK. With 4.4 million active (alive, currently registered) patients meeting quality criteria, approximately 6.9% of the UK population are included and patients are broadly representative of the UK general population in terms of age, sex and ethnicity. General practitioners are the gatekeepers of primary care and specialist referrals in the UK. The CPRD primary care database is therefore a rich source of health data for research, including data on demographics, symptoms, tests, diagnoses, therapies, health-related behaviours and referrals to secondary care. For over half of patients, linkage with datasets from secondary care, disease-specific cohorts and mortality records enhance the range of data available for research. The CPRD is very widely used internationally for epidemiological research and has been used to produce over 1000 research studies, published in peer-reviewed journals across a broad range of health outcomes. However, researchers must be aware of the complexity of routinely collected electronic health records, including ways to manage variable completeness, misclassification and development of disease definitions for research.
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            2014 AHA/ACC Guideline for the Management of Patients with Non-ST-Elevation Acute Coronary Syndromes: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines.

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              2013 ESC guidelines on the management of stable coronary artery disease: the Task Force on the management of stable coronary artery disease of the European Society of Cardiology.

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                Author and article information

                Journal
                Eur Heart J Qual Care Clin Outcomes
                Eur Heart J Qual Care Clin Outcomes
                ehjqcco
                ehjqcco
                European Heart Journal. Quality of Care & Clinical Outcomes
                Oxford University Press
                2058-5225
                2058-1742
                July 2016
                15 February 2016
                15 February 2016
                : 2
                : 3
                : 172-183
                Affiliations
                [1 ] Farr Institute of Health Informatics Research , University College London, London, UK
                [2 ] Statisticon AB , Uppsala, Sweden
                [3 ] Retrospective Observational Studies, Evidera , Lexington, MA, USA
                [4 ] Department of Pharmacology, CIC Bordeaux CIC1401 INSERM, University of Bordeaux , Bordeaux, France
                [5 ] Department of Mathematics, National and Kapodistrian University of Athens , Athens, Greece
                [6 ] Hôpital Européen Georges Pompidou , Paris, France
                [7 ] Epidemiology, AstraZeneca Rueil-Malmaison , Rueil-Malmaison, France
                [8 ] Real World Evidence, AstraZeneca Luton , Luton, UK
                [9 ] Medical Department, AstraZeneca Nordic-Baltic , Oslo, Norway
                [10 ] Global Payer Evidence and Pricing, AstraZeneca R&D , Cambridge, UK
                [11 ] Global Medicines Development, AstraZeneca Gothenburg , Mölndal, Sweden
                [12 ] Saint Luke's Mid America Heart Institute , Kansas City, MO, USA
                [13 ] Department of Medicine, Karolinska Institutet , Huddinge, Sweden
                [14 ] Department of Cardiology, Karolinska University Hospital , Stockholm, Sweden
                [15 ] Department of Cardiology and Department of Medical and Health Sciences, Linköping University , Linköping, Sweden
                Author notes
                [* ]Corresponding author. Tel: +44 2035495329, Fax: +44 2076798002, Email: h.hemingway@ 123456ucl.ac.uk
                Article
                qcw004
                10.1093/ehjqcco/qcw004
                5815620
                29474617
                517cc145-8de6-4f95-adc0-b40e8e678ec6
                © The Author 2016. Published by Oxford University Press on behalf of the European Society of Cardiology.

                This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 6 November 2015
                : 18 January 2016
                Funding
                Funded by: Wellcome Trust 10.13039/100004440
                Categories
                Original Articles

                acute myocardial infarction,co-morbidities,healthcare systems,international comparison,long-term outcomes,ehr

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