Looking forward, looking back

Assessing variations in hospital resource use and outcomes for elderly patients with heart failure

Michael K. Ong, Carol M. Mangione, Patrick S Romano, Qiong Zhou, Andrew D. Auerbach, Alein Chun, Bruce Davidson, Theodore G. Ganiats, Sheldon Greenfield, Michael A. Gropper, Shaista Malik, J. Thomas Rosenthal, José J. Escarce

Research output: Contribution to journalArticle

62 Citations (Scopus)

Abstract

Background-Recent studies have found substantial variation in hospital resource use by expired Medicare beneficiaries with chronic illnesses. By analyzing only expired patients, these studies cannot identify differences across hospitals in health outcomes like mortality. This study examines the association between mortality and resource use at the hospital level, when all Medicare beneficiaries hospitalized for heart failure are examined. Methods and Results-A total of 3999 individuals hospitalized with a principal diagnosis of heart failure at 6 California teaching hospitals between January 1, 2001, and June 30, 2005, were analyzed with multivariate risk-adjustment models for total hospital days, total hospital direct costs, and mortality within 180-days after initial admission ("Looking Forward"). A subset of 1639 individuals who died during the study period were analyzed with multivariate risk-adjustment models for total hospital days and total hospital direct costs within 180-days before death ("Looking Back"). "Looking Forward" risk-adjusted hospital means ranged from 17.0% to 26.0% for mortality, 7.8 to 14.9 days for total hospital days, and 0.66 to 1.30 times the mean value for indexed total direct costs. Spearman rank correlation coefficients were -0.68 between mortality and hospital days, and -0.93 between mortality and indexed total direct costs. "Looking Back" risk-adjusted hospital means ranged from 9.1 to 21.7 days for total hospital days and 0.91 to 1.79 times the mean value for indexed total direct costs. Variation in resource use site ranks between expired and all individuals were attributable to insignificant differences. Conclusions-California teaching hospitals that used more resources caring for patients hospitalized for heart failure had lower mortality rates. Focusing only on expired individuals may overlook mortality variation as well as associations between greater resource use and lower mortality. Reporting values without identifying significant differences may result in incorrect assumption of true differences.

Original languageEnglish (US)
Pages (from-to)548-557
Number of pages10
JournalCirculation: Cardiovascular Quality and Outcomes
Volume2
Issue number6
DOIs
StatePublished - Nov 2009

Fingerprint

Heart Failure
Mortality
Risk Adjustment
Hospital Costs
Medicare
Hospital Mortality
Costs and Cost Analysis
Teaching Hospitals
Nonparametric Statistics
Chronic Disease
Health

Keywords

  • Delivery of health care
  • Healthcare costs
  • Healthcare economics
  • Heart failure
  • Organizations
  • Outcome assessment

ASJC Scopus subject areas

  • Cardiology and Cardiovascular Medicine
  • Medicine(all)

Cite this

Looking forward, looking back : Assessing variations in hospital resource use and outcomes for elderly patients with heart failure. / Ong, Michael K.; Mangione, Carol M.; Romano, Patrick S; Zhou, Qiong; Auerbach, Andrew D.; Chun, Alein; Davidson, Bruce; Ganiats, Theodore G.; Greenfield, Sheldon; Gropper, Michael A.; Malik, Shaista; Rosenthal, J. Thomas; Escarce, José J.

In: Circulation: Cardiovascular Quality and Outcomes, Vol. 2, No. 6, 11.2009, p. 548-557.

Research output: Contribution to journalArticle

Ong, MK, Mangione, CM, Romano, PS, Zhou, Q, Auerbach, AD, Chun, A, Davidson, B, Ganiats, TG, Greenfield, S, Gropper, MA, Malik, S, Rosenthal, JT & Escarce, JJ 2009, 'Looking forward, looking back: Assessing variations in hospital resource use and outcomes for elderly patients with heart failure', Circulation: Cardiovascular Quality and Outcomes, vol. 2, no. 6, pp. 548-557. https://doi.org/10.1161/CIRCOUTCOMES.108.825612
Ong, Michael K. ; Mangione, Carol M. ; Romano, Patrick S ; Zhou, Qiong ; Auerbach, Andrew D. ; Chun, Alein ; Davidson, Bruce ; Ganiats, Theodore G. ; Greenfield, Sheldon ; Gropper, Michael A. ; Malik, Shaista ; Rosenthal, J. Thomas ; Escarce, José J. / Looking forward, looking back : Assessing variations in hospital resource use and outcomes for elderly patients with heart failure. In: Circulation: Cardiovascular Quality and Outcomes. 2009 ; Vol. 2, No. 6. pp. 548-557.
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