Utility of Socioeconomic Status in Predicting 30-Day Outcomes After Heart Failure Hospitalization

被引:53
|
作者
Eapen, Zubin J. [1 ]
McCoy, Lisa A. [1 ]
Fonarow, Gregg C. [2 ]
Yancy, Clyde W. [3 ]
Miranda, Marie Lynn [4 ,5 ]
Peterson, Eric D. [1 ]
Califf, Robert M. [1 ]
Hernandez, Adrian F. [1 ]
机构
[1] Duke Clin Res Inst, Durham, NC 27715 USA
[2] Ahmanson UCLA Cardiomyopathy Ctr, Ronald Reagan UCLA Med Ctr, Div Cardiol, Los Angeles, CA USA
[3] Northwestern Univ, Med Ctr, Div Cardiol, Chicago, IL 60611 USA
[4] Univ Michigan, Dept Pediat, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Dept Obstet & Gynecol, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院; 美国医疗保健研究与质量局;
关键词
heart failure; predictive models; risk stratification; POVERTY-AREA RESIDENCE; QUALITY-OF-CARE; MEDICARE BENEFICIARIES; READMISSION RATES; MORTALITY-RATES; SOCIAL-CLASS; NEIGHBORHOOD; RISK; DEPRIVATION; PERFORMANCE;
D O I
10.1161/CIRCHEARTFAILURE.114.001879
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background An individual's socioeconomic status (SES) is associated with health outcomes and mortality, yet it is unknown whether accounting for SES can improve risk-adjustment models for 30-day outcomes among Centers for Medicare & Medicaid Services beneficiaries hospitalized with heart failure. Methods and Results We linked clinical data on hospitalized patients with heart failure in the Get With The Guidelines-Heart Failure database (January 2005 to December 2011) with Centers for Medicare & Medicaid Services claims and county-level SES data from the 2012 Area Health Resources Files. We compared the discriminatory capabilities of multivariable models that adjusted for SES, patient, and hospital characteristics to determine whether county-level SES data improved prediction or changed hospital rankings for 30-day all-cause mortality and rehospitalization. After adjusting for patient and hospital characteristics, median household income (per $5000 increase) was inversely associated with odds of 30-day mortality (odds ratio, 0.97; 95% confidence interval, 0.95-1.00; P=0.032) and the percentage of people with at least a high school diploma (per 5 U increase) was associated with lower odds of 30-day rehospitalization (odds ratio, 0.95; 95% confidence interval, 0.91-0.99). After adjustment for county-level SES data, relative to whites, Hispanic ethnicity (odds ratio, 0.70; 95% confidence interval, 0.58-0.83) and black race (odds ratio, 0.57; 95% confidence interval, 0.50-0.65) remained significantly associated with lower 30-day mortality, but had similar 30-day rehospitalization. County-level SES did not improve risk adjustment or change hospital rankings for 30-day mortality or rehospitalization. Conclusions County-level SES data are modestly associated with 30-day outcomes for Centers for Medicare & Medicaid Services beneficiaries hospitalized with heart failure, but do not improve risk adjustment models based on patient characteristics alone.
引用
收藏
页码:473 / 480
页数:8
相关论文
共 50 条
  • [1] Utility of Electronic Health Records in Predicting 30-Day Readmission After Heart Failure Hospitalization
    Schmidt, Philip H.
    Kansal, Preeti
    Wozniak, Gregory
    Christensen, Keri
    Klein, Liviu
    Pang, Peter S.
    Barsuk, Jeffrey H.
    Williams, Mark V.
    Kitt, Stephanie
    Sama, Danny
    Farmer, Steven A.
    Gheorghiade, Mihai
    Bonow, Robert O.
    CIRCULATION, 2011, 124 (21)
  • [2] Incremental Value of Clinical Data Beyond Claims Data in Predicting 30-Day Outcomes After Heart Failure Hospitalization
    Hammill, Bradley G.
    Curtis, Lesley H.
    Fonarow, Gregg C.
    Heidenreich, Paul A.
    Yancy, Clyde W.
    Peterson, Eric D.
    Hernandez, Adrian F.
    CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES, 2011, 4 (01) : 60 - 67
  • [3] Machine learning and LACE index for predicting 30-day readmissions after heart failure hospitalization in elderly patients
    Friz, Hernan Polo
    Esposito, Valentina
    Marano, Giuseppe
    Primitz, Laura
    Bovio, Alice
    Delgrossi, Giovanni
    Bombelli, Michele
    Grignaffini, Guido
    Monza, Giovanni
    Boracchi, Patrizia
    INTERNAL AND EMERGENCY MEDICINE, 2022, 17 (06) : 1727 - 1737
  • [4] Educational level and 30-day outcomes after hospitalization for acute myocardial infarction in Italy
    Cafagna, Gianluca
    Seghieri, Chiara
    BMC HEALTH SERVICES RESEARCH, 2017, 17
  • [5] Psychiatric Comorbidity and 30-Day Readmissions After Hospitalization for Heart Failure, AMI, and Pneumonia
    Ahmedani, Brian K.
    Solberg, Leif I.
    Copeland, Laurel A.
    Fang-Hollingsworth, Ying
    Stewart, Christine
    Hu, Jianhui
    Nerenz, David R.
    Williams, L. Keoki
    Cassidy-Bushrow, Andrea E.
    Waxmonsky, Jeanette
    Lu, Christine Y.
    Waitzfelder, Beth E.
    Owen-Smith, Ashli A.
    Coleman, Karen J.
    Lynch, Frances L.
    Ahmed, Ameena T.
    Beck, Arne
    Rossom, Rebecca C.
    Simon, Gregory E.
    PSYCHIATRIC SERVICES, 2015, 66 (02) : 134 - 140
  • [6] 30-Day Episode Payments and Heart Failure Outcomes Among Medicare Beneficiaries
    Wadhera, Rishi K.
    Maddox, Karen E. Joynt
    Wang, Yun
    Shen, Changyu
    Yeh, Robert W.
    JACC-HEART FAILURE, 2018, 6 (05) : 379 - 387
  • [7] Trends in 30-day readmissions following hospitalisation for heart failure by sex, socioeconomic status and ethnicity
    Lawson, C.
    Crothers, H.
    Remsing, S.
    Squire, I
    Zaccardi, F.
    Davies, Md Bernhardt L.
    Reeves, K.
    Lilford, R.
    Khunti, K.
    ECLINICALMEDICINE, 2021, 38
  • [8] Machine learning and LACE index for predicting 30-day readmissions after heart failure hospitalization in elderly patients
    Hernan Polo Friz
    Valentina Esposito
    Giuseppe Marano
    Laura Primitz
    Alice Bovio
    Giovanni Delgrossi
    Michele Bombelli
    Guido Grignaffini
    Giovanni Monza
    Patrizia Boracchi
    Internal and Emergency Medicine, 2022, 17 : 1727 - 1737
  • [9] The Association of Socioeconomic Status and Discharge Destination with 30-Day Readmission after Ischemic Stroke
    Man, Shumei
    Bruckman, David
    Tang, Anne S.
    Uchino, Ken
    Schold, Jesse D.
    JOURNAL OF STROKE & CEREBROVASCULAR DISEASES, 2021, 30 (12)
  • [10] Change in admission blood glucose from chronic glycemic status in acute heart failure hospitalization and 30-day outcomes: A retrospective analysis
    Cox, Zachary L.
    Lai, Pikki
    Lewis, Connie M.
    Lindenfeld, JoAnn
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2020, 299 : 180 - 185