Risk stratification for death and all-cause hospitalization in heart failure clinic outpatients

American Heart Journal

Volumn 166, Issue 5, 2013, Pages

  Hummel, Scott L ^a,b   Ghalib, Hussam H ^a   Ratz, David ^b   Koelling, Todd M ^a  

^a UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

^b VA ANN ARBOR HEALTHCARE SYSTEM   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN NATRIURETIC PEPTIDE; NITROGEN; UREA;

ARTICLE; CARDIAC PATIENT; CAUSE OF DEATH; DIABETES MELLITUS; HEART ATRIUM FIBRILLATION; HEART FAILURE; HIGH RISK POPULATION; HOSPITALIZATION; HUMAN; KAPLAN MEIER METHOD; LOW RISK POPULATION; NEW YORK HEART ASSOCIATION CLASS; OUTPATIENT; PRIORITY JOURNAL; RISK ASSESSMENT; STRATIFIED SAMPLE; TOTAL QUALITY MANAGEMENT; UREA NITROGEN BLOOD LEVEL;

EID: 84886804777     PISSN: 00028703     EISSN: 10976744     Source Type: Journal    
DOI: 10.1016/j.ahj.2013.09.002     Document Type: Article

References (29)

1. D. Lloyd-Jones, R.J. Adams, and T.M. Brown on behalf of the American Heart Association Statistics Committee, Stroke Statistics Subcommittee. Heart disease and stroke statistics - 2010 update Circulation 121 2010 e46 e215
2. J. Chen, S.-L.T. Normand, and Y. Wang National and regional trends in heart failure hospitalization and mortality rates for Medicare beneficiaries, 1998-2008 JAMA 306 2011 1669 1678
3. C. Klersy, A. De Silvestri, and G. Gabutti A meta-analysis of remote monitoring of heart failure patients J Am Coll Cardiol 54 2009 1683 1694
4. A. Gohler, J.L. Januzzi, and S.S. Worrell A systematic meta-analysis of the efficacy and heterogeneity of disease management programs in congestive heart failure J Card Fail 12 2006 554 567
5. A.D. Galbreath, R.A. Krasuski, and B. Smith Long-term healthcare and cost outcomes of disease management in a large, randomized, community-based population with heart failure [see comment]. [erratum appears in Circulation. 2004 dec 7;110(23):3615] Circulation 110 2004 3518 3526
6. T. Jaarsma, M.H. van der Wal, and I. Lesman-Leegte Effect of moderate or intensive disease management program on outcome in patients with heart failure: Coordinating study evaluating Outcomes of Advising and Counseling in Heart failure (COACH) Arch Intern Med 168 2008 316 324
7. R. Berger, D. Moertl, and S. Peter N-terminal pro-B-type natriuretic peptide-guided, intensive patient management in addition to multidisciplinary care in chronic heart failure: a 3-arm, prospective, randomized pilot study J Am Coll Cardiol 55 2010 645 653
8. T.M. Koelling, S. Joseph, and K.D. Aaronson Heart failure survival score continues to predict clinical outcomes in patients with heart failure receiving beta-blockers J Heart Lung Transpl 23 2004 1414 1422
9. W.C. Levy, D. Mozaffarian, and D.T. Linker The Seattle Heart Failure Model: prediction of survival in heart failure Circulation 113 2006 1424 1433
10. R. Vazquez, A. Bayes-Genis, and I. Cygankiewicz The MUSIC risk score: a simple method for predicting mortality in ambulatory patients with chronic heart failure Eur Heart J 30 2009 1088 1096
11. Z.J. Eapen, L. Liang, and G.C. Fonarow Validated, electronic health record deployable prediction models for assessing patient risk of 30-day rehospitalization and mortality in older heart failure patients JACC Heart Fail 1 2013 245 251
12. S. Howell, M. Coory, and J. Martin Using routine inpatient data to identify patients at risk of hospital readmission BMC Health Serv Res 9 2009 96
13. H.M. Krumholz, Y.T. Chen, and Y. Wang Predictors of readmission among elderly survivors of admission with heart failure Am Heart J 139 2000 72 77
14. S. Pocock, D. Wang, and M. Pfeffer Predictors of mortality and morbidity in patients with chronic heart failure Eur Heart J 27 2006 65 75
15. P.J. Hauptman, F.A. Masoudi, and W.S. Weintraub Variability in the clinical status of patients with advanced heart failure J Card Fail 10 2004 397 402
16. J.S. Ross, G.K. Mulvey, and B. Stauffer Statistical models and patient predictors of readmission for heart failure: a systematic review Arch Intern Med 168 2008 1371 1386
17. Lee DS, Austin PC, Stukel TA, et al. "Dose-dependent" impact of recurrent cardiac events on mortality in patients with heart failure. Am J Med 2009;122:162-169.e161.
18. L.G. Olsson, K. Swedberg, and A. Ducharme Atrial fibrillation and risk of clinical events in chronic heart failure with and without left ventricular systolic dysfunction: results from the Candesartan in Heart failure-Assessment of Reduction in Mortality and morbidity (CHARM) program J Am Coll Cardiol 47 2006 1997 2004
19. P.A. Heidenreich, A. Sahay, and J.R. Kapoor Divergent trends in survival and readmission following a hospitalization for heart failure in the Veterans Affairs health care system 2002 to 2006 J Am Coll Cardiol 56 2010 362 368
20. R. Amarasingham, B. Moore, and Y. Tabak An automated model to identify heart failure patients at risk for 30-day readmission or death using electronic medical record data Med Care 48 2010 981 988
21. G.C. Fonarow, K.F. Adams Jr., and W.T. Abraham Risk stratification for in-hospital mortality in acutely decompensated heart failure: classification and regression tree analysis JAMA 293 2005 572 580
22. H.M. Krumholz, Y. Wang, and J.A. Mattera An administrative claims model suitable for profiling hospital performance based on 30-day mortality rates among patients with heart failure Circulation 113 2006 1693 1701
23. L.A. Petersen, S.-L.T. Normand, and J. Daley Outcome of myocardial infarction in Veterans Health Administration patients as compared with Medicare patients N Engl J Med 343 2000 1934 1941
24. P.N. Peterson, S.M. Shetterly, and C.L. Clarke Health literacy and outcomes among patients with heart failure JAMA 305 2011 1695 1701
25. K.E. Watkins, H.A. Pincus, and S. Paddock Care for veterans with mental and substance use disorders: good performance, but room to improve on many measures Health Aff (Millwood) 30 2011 2194 2203
26. S.M. Dunlay, M.M. Redfield, and S.A. Weston Hospitalizations after heart failure diagnosis: a community perspective J Am Coll Cardiol 54 2009 1695 1702
27. N.M. Albert, G.C. Fonarow, and W.T. Abraham Depression and clinical outcomes in heart failure: an OPTIMIZE-HF analysis Am J Med 122 2009 366 373
28. C. McNaughton, S. Collins, and S. Kripalani Health literacy and patients with heart failure JAMA 306 2011 489 490 [author reply 490-481]
29. F. Rodriguez-Artalejo, P. Guallar-Castillon, and M.C. Herrera Social network as a predictor of hospital readmission and mortality among older patients with heart failure J Card Fail 12 2006 621 627