Trajectories of risk after hospitalization for heart failure, acute myocardial infarction, or pneumonia: retrospective cohort study

Objective To characterize the absolute risks for older patients of readmission to hospital and death in the year after hospitalization for heart failure, acute myocardial infarction, or pneumonia. Design Retrospective cohort study. Setting 4767 hospitals caring for Medicare fee for service beneficiaries in the United States, 2008-10. Participants More than 3 million Medicare fee for service beneficiaries, aged 65 years or more, surviving hospitalization for heart failure, acute myocardial infarction, or pneumonia. Main outcome measures Daily absolute risks of first readmission to hospital and death for one year after discharge. To illustrate risk trajectories, we identified the time required for risks of readmission to hospital and death to decline 50% from maximum values after discharge; the time required for risks to approach plateau periods of minimal day to day change, defined as 95% reductions in daily changes in risk from maximum daily declines after discharge; and the extent to which risks are higher among patients recently discharged from hospital compared with the general elderly population. Results Within one year of hospital discharge, readmission to hospital and death, respectively, occurred following 67.4% and 35.8% of hospitalizations for heart failure, 49.9% and 25.1% for acute myocardial infarction, and 55.6% and 31.1% for pneumonia. Risk of first readmission had declined 50% by day 38 after hospitalization for heart failure, day 13 after hospitalization for acute myocardial infarction, and day 25 after hospitalization for pneumonia; risk of death declined 50% by day 11, 6, and 10, respectively. Daily change in risk of first readmission to hospital declined 95% by day 45, 38, and 45; daily change in risk of death declined 95% by day 21, 19, and 21. After hospitalization for heart failure, acute myocardial infarction, or pneumonia, the magnitude of the relative risk for hospital admission over the first 90 days was 8, 6, and 6 times greater than that of the general older population; the relative risk of death was 11, 8, and 10 times greater. Conclusions Risk declines slowly for older patients after hospitalization for heart failure, acute myocardial infarction, or pneumonia and is increased for months. Specific risk trajectories vary by discharge diagnosis and outcome. Patients should remain vigilant for deterioration in health for an extended time after discharge. Health providers can use knowledge of absolute risks and their changes over time to better align interventions designed to reduce adverse outcomes after discharge with the highest risk periods for patients.

[1]  Theo Gasser,et al.  Smoothing Techniques for Curve Estimation , 1979 .

[2]  H. Müller,et al.  Kernel estimation of regression functions , 1979 .

[3]  M. Donovan,et al.  Incidence and characteristics of pain in a sample of medical-surgical inpatients , 1987, Pain.

[4]  R. Gray A Class of $K$-Sample Tests for Comparing the Cumulative Incidence of a Competing Risk , 1988 .

[5]  W. Stevenson,et al.  The spectrum of death after myocardial infarction: a necropsy study. , 1989, American heart journal.

[6]  T. Brennan,et al.  INCIDENCE OF ADVERSE EVENTS AND NEGLIGENCE IN HOSPITALIZED PATIENTS , 2008 .

[7]  R. Carney,et al.  A multidisciplinary intervention to prevent the readmission of elderly patients with congestive heart failure. , 1995, The New England journal of medicine.

[8]  M. Fine,et al.  A prediction rule to identify low-risk patients with community-acquired pneumonia. , 1997, The New England journal of medicine.

[9]  Y Wang,et al.  Readmission after hospitalization for congestive heart failure among Medicare beneficiaries. , 1997, Archives of internal medicine.

[10]  W. Knaus,et al.  Advance Directives for Seriously Ill Hospitalized Patients: Effectiveness with the Patient Self‐Determination Act and the SUPPORT Intervention , 1997 .

[11]  R. Walls,et al.  Protein-energy undernutrition among elderly hospitalized patients: a prospective study. , 1999, JAMA.

[12]  Robert Gray,et al.  A Proportional Hazards Model for the Subdistribution of a Competing Risk , 1999 .

[13]  M. Rich,et al.  Validation of clinical classification schemes for predicting stroke: results from the National Registry of Atrial Fibrillation. , 2001, JAMA.

[14]  B. Pitt,et al.  Eplerenone , a Selective Aldosterone Blocker , in Patients with Left Ventricular Dysfunction after Myocardial Infarction , 2003 .

[15]  Albert W Wu,et al.  Noncardiac comorbidity increases preventable hospitalizations and mortality among Medicare beneficiaries with chronic heart failure. , 2003, Journal of the American College of Cardiology.

[16]  Peter C Austin,et al.  Predicting mortality among patients hospitalized for heart failure: derivation and validation of a clinical model. , 2003, JAMA.

[17]  Theodore R Holford,et al.  Hospitalization, restricted activity, and the development of disability among older persons. , 2004, JAMA.

[18]  B. Gage,et al.  Accuracy of ICD-9-CM Codes for Identifying Cardiovascular and Stroke Risk Factors , 2005, Medical care.

[19]  Sung-joon Min,et al.  The care transitions intervention: results of a randomized controlled trial. , 2006, Archives of internal medicine.

[20]  Harlan M Krumholz,et al.  An Administrative Claims Model Suitable for Profiling Hospital Performance Based on 30-Day Mortality Rates Among Patients With Heart Failure , 2006, Circulation.

[21]  R. Wolfe,et al.  Effect of 10 days of bed rest on skeletal muscle in healthy older adults. , 2007, JAMA.

[22]  H. Kelly,et al.  ICD-10 codes are a valid tool for identification of pneumonia in hospitalized patients aged ⩾65 years , 2007, Epidemiology and Infection.

[23]  Jeannie K. Lee,et al.  Pharmacy Care Programs and Clinical Outcomes—Reply , 2007 .

[24]  Sharon-Lise T. Normand,et al.  An Administrative Claims Measure Suitable for Profiling Hospital Performance on the Basis of 30-Day All-Cause Readmission Rates Among Patients With Heart Failure , 2008, Circulation. Cardiovascular quality and outcomes.

[25]  Harlan M Krumholz,et al.  What works in chronic care management: the case of heart failure. , 2009, Health affairs.

[26]  E. Rackow Rehospitalizations among patients in the Medicare fee-for-service program. , 2009, The New England journal of medicine.

[27]  A. Bilbao,et al.  Predictors of short-term rehospitalization following discharge of patients hospitalized with community-acquired pneumonia. , 2009, Chest.

[28]  Mark V. Williams,et al.  Rehospitalizations among patients in the Medicare fee-for-service program. , 2009, The New England journal of medicine.

[29]  C. Yancy,et al.  Relationship between early physician follow-up and 30-day readmission among Medicare beneficiaries hospitalized for heart failure. , 2010, JAMA.

[30]  Y. Tabak,et al.  An Automated Model to Identify Heart Failure Patients at Risk for 30-Day Readmission or Death Using Electronic Medical Record Data , 2010, Medical care.

[31]  Harlan M Krumholz,et al.  National Patterns of Risk-Standardized Mortality and Readmission for Acute Myocardial Infarction and Heart Failure: Update on Publicly Reported Outcomes Measures Based on the 2010 Release , 2010, Circulation. Cardiovascular quality and outcomes.

[32]  Harlan M. Krumholz,et al.  Recent National Trends in Readmission Rates After Heart Failure Hospitalization , 2010, Circulation. Heart failure.

[33]  S. Normand,et al.  Trends in length of stay and short-term outcomes among Medicare patients hospitalized for heart failure, 1993-2006. , 2010, JAMA.

[34]  Mark V. Williams,et al.  Interventions to Reduce 30-Day Rehospitalization: A Systematic Review , 2011, Annals of Internal Medicine.

[35]  Harlan M. Krumholz,et al.  An Administrative Claims Measure Suitable for Profiling Hospital Performance Based on 30-Day All-Cause Readmission Rates Among Patients With Acute Myocardial Infarction , 2011, Circulation. Cardiovascular quality and outcomes.

[36]  Robert P Kocher,et al.  Hospital readmissions and the Affordable Care Act: paying for coordinated quality care. , 2011, JAMA.

[37]  I. Brukner,et al.  Host and pathogen factors for Clostridium difficile infection and colonization. , 2011, The New England journal of medicine.

[38]  Amanda H. Salanitro,et al.  Risk prediction models for hospital readmission: a systematic review. , 2011, JAMA.

[39]  Harlan M Krumholz,et al.  Development, validation, and results of a measure of 30-day readmission following hospitalization for pneumonia. , 2011, Journal of hospital medicine.

[40]  Harlan M. Krumholz,et al.  An Administrative Claims Model for Profiling Hospital 30-Day Mortality Rates for Pneumonia Patients , 2011, PloS one.

[41]  S. Stewart,et al.  Trends in long-term cardiovascular mortality and morbidity in men and women with heart failure of ischemic versus non-ischemic aetiology in Western Australia between 1990 and 2005. , 2012, International journal of cardiology.

[42]  D. Meltzer,et al.  Noise and sleep among adult medical inpatients: far from a quiet night. , 2012, Archives of internal medicine.

[43]  S. Normand,et al.  Comparison of Hospital Risk-Standardized Mortality Rates Calculated by Using In-Hospital and 30-Day Models: An Observational Study With Implications for Hospital Profiling , 2012, Annals of Internal Medicine.

[44]  David M Cutler,et al.  The potential for cost savings through bundled episode payments. , 2012, The New England journal of medicine.

[45]  Ethan A. Halm,et al.  Impact of Social Factors on Risk of Readmission or Mortality in Pneumonia and Heart Failure: Systematic Review , 2013, Journal of General Internal Medicine.

[46]  D. McManus,et al.  Multiple cardiovascular comorbidities and acute myocardial infarction: temporal trends (1990–2007) and impact on death rates at 30 days and 1 year , 2012, Clinical epidemiology.

[47]  Peter C Austin,et al.  Lifetime Analysis of Hospitalizations and Survival of Patients Newly Admitted With Heart Failure , 2012, Circulation. Heart failure.

[48]  S. Chaudhry,et al.  Cognitive impairment in older adults with heart failure: prevalence, documentation, and impact on outcomes. , 2013, The American journal of medicine.

[49]  Leora I. Horwitz,et al.  Diagnoses and timing of 30-day readmissions after hospitalization for heart failure, acute myocardial infarction, or pneumonia. , 2013, JAMA.

[50]  Harlan M Krumholz,et al.  Post-hospital syndrome--an acquired, transient condition of generalized risk. , 2013, The New England journal of medicine.

[51]  D. Lehman Incidence and Characteristics of , 2015 .