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Standards for statistical models used for public reporting of health outcomes: an American Heart Association Scientific Statement from the Quality of Care and Outcomes Research Interdisciplinary Writing Group: cosponsored by the Council on Epidemiology and Prevention and the Stroke Council. Endorsed by the American College of Cardiology Foundation.
Circulation 2006; 113(3):456-62Circ

Abstract

With the proliferation of efforts to report publicly the outcomes of healthcare providers and institutions, there is a growing need to define standards for the methods that are being employed. An interdisciplinary writing group identified 7 preferred attributes of statistical models used for publicly reported outcomes. These attributes include (1) clear and explicit definition of an appropriate patient sample, (2) clinical coherence of model variables, (3) sufficiently high-quality and timely data, (4) designation of an appropriate reference time before which covariates are derived and after which outcomes are measured, (5) use of an appropriate outcome and a standardized period of outcome assessment, (6) application of an analytical approach that takes into account the multilevel organization of data, and (7) disclosure of the methods used to compare outcomes, including disclosure of performance of risk-adjustment methodology in derivation and validation samples.

Authors

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Pub Type(s)

Guideline
Journal Article

Language

eng

PubMed ID

16365198

Citation

Krumholz, Harlan M., et al. "Standards for Statistical Models Used for Public Reporting of Health Outcomes: an American Heart Association Scientific Statement From the Quality of Care and Outcomes Research Interdisciplinary Writing Group: Cosponsored By the Council On Epidemiology and Prevention and the Stroke Council. Endorsed By the American College of Cardiology Foundation." Circulation, vol. 113, no. 3, 2006, pp. 456-62.
Krumholz HM, Brindis RG, Brush JE, et al. Standards for statistical models used for public reporting of health outcomes: an American Heart Association Scientific Statement from the Quality of Care and Outcomes Research Interdisciplinary Writing Group: cosponsored by the Council on Epidemiology and Prevention and the Stroke Council. Endorsed by the American College of Cardiology Foundation. Circulation. 2006;113(3):456-62.
Krumholz, H. M., Brindis, R. G., Brush, J. E., Cohen, D. J., Epstein, A. J., Furie, K., ... Normand, S. L. (2006). Standards for statistical models used for public reporting of health outcomes: an American Heart Association Scientific Statement from the Quality of Care and Outcomes Research Interdisciplinary Writing Group: cosponsored by the Council on Epidemiology and Prevention and the Stroke Council. Endorsed by the American College of Cardiology Foundation. Circulation, 113(3), pp. 456-62.
Krumholz HM, et al. Standards for Statistical Models Used for Public Reporting of Health Outcomes: an American Heart Association Scientific Statement From the Quality of Care and Outcomes Research Interdisciplinary Writing Group: Cosponsored By the Council On Epidemiology and Prevention and the Stroke Council. Endorsed By the American College of Cardiology Foundation. Circulation. 2006 Jan 24;113(3):456-62. PubMed PMID: 16365198.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Standards for statistical models used for public reporting of health outcomes: an American Heart Association Scientific Statement from the Quality of Care and Outcomes Research Interdisciplinary Writing Group: cosponsored by the Council on Epidemiology and Prevention and the Stroke Council. Endorsed by the American College of Cardiology Foundation. AU - Krumholz,Harlan M, AU - Brindis,Ralph G, AU - Brush,John E, AU - Cohen,David J, AU - Epstein,Andrew J, AU - Furie,Karen, AU - Howard,George, AU - Peterson,Eric D, AU - Rathore,Saif S, AU - Smith,Sidney C,Jr AU - Spertus,John A, AU - Wang,Yun, AU - Normand,Sharon-Lise T, AU - ,, AU - ,, AU - ,, AU - ,, AU - ,, Y1 - 2005/12/19/ PY - 2005/12/21/pubmed PY - 2006/2/28/medline PY - 2005/12/21/entrez SP - 456 EP - 62 JF - Circulation JO - Circulation VL - 113 IS - 3 N2 - With the proliferation of efforts to report publicly the outcomes of healthcare providers and institutions, there is a growing need to define standards for the methods that are being employed. An interdisciplinary writing group identified 7 preferred attributes of statistical models used for publicly reported outcomes. These attributes include (1) clear and explicit definition of an appropriate patient sample, (2) clinical coherence of model variables, (3) sufficiently high-quality and timely data, (4) designation of an appropriate reference time before which covariates are derived and after which outcomes are measured, (5) use of an appropriate outcome and a standardized period of outcome assessment, (6) application of an analytical approach that takes into account the multilevel organization of data, and (7) disclosure of the methods used to compare outcomes, including disclosure of performance of risk-adjustment methodology in derivation and validation samples. SN - 1524-4539 UR - https://www.unboundmedicine.com/medline/citation/16365198/Standards_for_statistical_models_used_for_public_reporting_of_health_outcomes:_an_American_Heart_Association_Scientific_Statement_from_the_Quality_of_Care_and_Outcomes_Research_Interdisciplinary_Writing_Group:_cosponsored_by_the_Council_on_Epidemiology_and_Prevention_and_the_Stroke_Council__Endorsed_by_the_American_College_of_Cardiology_Foundation_ L2 - http://www.ahajournals.org/doi/full/10.1161/CIRCULATIONAHA.105.170769?url_ver=Z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub=pubmed DB - PRIME DP - Unbound Medicine ER -