Associations between short or long length of stay and 30-day readmission and mortality in hospitalized patients with heart failure
Open accessAbstract
OBJECTIVES: This study sought to examine the associations between heart failure (HF)-related hospital length of stay and 30-day readmissions and HF hospital length of stay and mortality rates. BACKGROUND: Although reducing HF readmission and mortality rates are health care priorities, how HF-related hospital length of stay affects these outcomes is not fully known. METHODS: A population-level, multicenter cohort study of 58,230 patients with HF (age >65 years) was conducted in Ontario, Canada between April 1, 2003 and March 31, 2012. RESULTS: When length of stay was modeled as continuous variable, its association with the rate of cardiovascular readmission was nonlinear (p < 0.001 for nonlinearity) and U-shaped. When analyzed as a categorical variable, there was a higher rate of cardiovascular readmission for short (1 to 2 days; adjusted hazard ratio [HR]: 1.12; 95% confidence interval [CI]: 1.04 to 1.21; p = 0.003) and long (9 to 14 days; HR: 1.11; 95% CI: 1.04 to 1.19; p = 0.002) lengths of stay as compared with 5 to 6 days (reference). Hospital readmissions for HF demonstrated a similar nonlinear (p = 0.005 for nonlinearity) U-shaped relationship with increased rates for short (HR: 1.15; 95% CI: 1.04 to 1.27; p = 0.006) and long (HR: 1.14; 95% CI: 1.04 to 1.25; p = 0.004) lengths of stay. Noncardiovascular readmissions demonstrated increased rates with long (HR: 1.17; 95% CI: 1.07 to 1.29; p < 0.001) and decreased rates with short (HR: 0.87; 95% CI: 0.79 to 0.96; p = 0.006) lengths of stay (p = 0.53 for nonlinearity). The 30-day mortality risk was highest after a long length of stay (HR: 1.28; 95% CI: 1.14 to 1.43; p < 0.001). CONCLUSIONS: A short length of stay after hospitalization for HF is associated with increased rates of cardiovascular and HF readmissions but lower rates of noncardiovascular readmissions. A long length of stay is associated with increased rates of all types of readmission and mortality.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In registries of hospitalized HF patients in North America and Europe, the prevalence of T2DM is around 40-45%.
“In registries of hospitalized HF patients in North America and Europe, the prevalence of T2DM is around 40-45%, 49 -52”
From Type 2 diabetes mellitus and heart failure: A position statement from the Heart Failure Association of the European Society of Cardiology (2018) · cites this paper as [50]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
(1990) · Choice Reviews Online · doi:10.5860/choice.27-3338 · Cited by 35,305 · see citing works
Hosmer, D. W., & Lemeshow, S. (2000) · doi:10.1002/0471722146 · Cited by 20,302 · see citing works
Rehospitalizations among Patients in the Medicare Fee-for-Service Program
Jencks, S. F., Williams, M. V., & Coleman, E. A. (2009) · New England Journal of Medicine · doi:10.1056/nejmsa0803563 · Cited by 5,164 · see citing works
Introduction to the Analysis of Survival Data in the Presence of Competing Risks
Austin, P. C., Lee, D. S., & Fine, J. P. (2016) · Circulation · doi:10.1161/circulationaha.115.017719 · Cited by 2,653 · see citing works
Self-citationOutcome of Heart Failure with Preserved Ejection Fraction in a Population-Based Study
Bhatia, R. S., Tu, J. V., Lee, D. S., Austin, P. C., Fang, J., Haouzi, A., Gong, Y., & Liu, P. P. (2006) · New England Journal of Medicine · doi:10.1056/nejmoa051530 · Cited by 1,959 · see citing works
Self-citationHux, J. E., Ivis, F. J., Flintoft, V. F., & Bica, A. (2002) · Diabetes Care · doi:10.2337/diacare.25.3.512 · Cited by 1,290 · see citing works
Dharmarajan, K., Hsieh, A., Lin, Z., Bueno, H., Ross, J. S., Horwitz, L. I., Barreto-Filho, J. A. S., Kim, N. V., Bernheim, S. M., Suter, L. G., et al. (2013) · JAMA · doi:10.1001/jama.2012.216476 · Cited by 1,059 · see citing works
Hernandez, A. F. (2010) · JAMA · doi:10.1001/jama.2010.533 · Cited by 1,032 · see citing works
Quan, H., Li, B., Saunders, L. D., Parsons, G. A., Nilsson, C., Alibhai, A., Ghali, W. A., & for the IMECCHI Investigators (2008) · Health Services Research · doi:10.1111/j.1475-6773.2007.00822.x · Cited by 892 · see citing works
Rehospitalization for Heart Failure
Gheorghiade, M., Vaduganathan, M., Fonarow, G. C., & Bonow, R. O. (2012) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2012.09.038 · Cited by 733 · see citing works
Bueno, H. (2010) · JAMA · doi:10.1001/jama.2010.748 · Cited by 712 · see citing works
Feltner, C., Jones, C. D., Cené, C. W., Zheng, Z.-J., Sueta, C. A., Coker-Schwimmer, E. J. L., Arvanitis, M., Lohr, K. N., Middleton, J. C., & Jonas, D. E. (2014) · Annals of Internal Medicine · doi:10.7326/m14-0083 · Cited by 681 · see citing works
Austin, P. C., Daly, P. A., & Tu, J. V. (2002) · American Heart Journal · doi:10.1067/mhj.2002.123839 · Cited by 524 · see citing works
Self-citationKeenan, P. S., Normand, S. T., Lin, Z., Drye, E. E., Bhat, K. R., Ross, J. S., Schuur, J. D., Stauffer, B. D., Bernheim, S. M., Epstein, A. J., et al. (2008) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.108.802686 · Cited by 501 · see citing works
Krumholz, H. M., Wang, Y., Mattera, J. A., Wang, Y., Han, L. F., Ingber, M. J., Roman, S. H., & Normand, S. T. (2006) · Circulation · doi:10.1161/circulationaha.105.611194 · Cited by 386 · see citing works
Lee, D. S., Donovan, L. R., Austin, P. C., Gong, Y., Liu, P. P., Rouleau, J. L., & Tu, J. V. (2005) · Medical Care · doi:10.1097/00005650-200502000-00012 · Cited by 358 · see citing works
Self-citationKrumholz, H. M., Lin, Z., Keenan, P. S., Chen, J., Ross, J. S., Drye, E. E., Bernheim, S. M., Wang, Y., Bradley, E. H., Han, L. F., et al. (2013) · JAMA · doi:10.1001/jama.2013.333 · Cited by 354 · see citing works
Kaboli, P. J., Go, J. T., Hockenberry, J. M., Glasgow, J., Johnson, S. R., Rosenthal, G. E., Jones, M. P., & Vaughan‐Sarrazin, M. (2012) · Annals of Internal Medicine · doi:10.7326/0003-4819-157-12-201212180-00003 · Cited by 321 · see citing works
Lifetime Analysis of Hospitalizations and Survival of Patients Newly Admitted With Heart Failure
Chun, S., Tu, J. V., Wijeysundera, H. C., Austin, P. C., Wang, X., Levy, D. A., & Lee, D. S. (2012) · Circulation Heart Failure · doi:10.1161/circheartfailure.111.964791 · Cited by 289 · see citing works
Self-citationHow Dangerous is a Day in Hospital?
Hauck, K., & Zhao, X. (2011) · Medical Care · doi:10.1097/mlr.0b013e31822efb09 · Cited by 246 · see citing works
Lee, D. S., Stukel, T. A., Austin, P. C., Alter, D. A., Schull, M. J., You, J. J., Chong, A. S., Henry, D. A., & Tu, J. V. (2010) · Circulation · doi:10.1161/circulationaha.110.940262 · Cited by 190 · see citing works
Self-citationThe Cardiovascular Health in Ambulatory Care Research Team (CANHEART)
Tu, J. V., Chu, A., Donovan, L. R., Ko, D. T., Booth, G. L., Tu, K., Maclagan, L. C., Guo, H., Austin, P. C., Hogg, W. E., et al. (2015) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.114.001416 · Cited by 187 · see citing works
Self-citationCurrent State of Value-Based Purchasing Programs
Chee, T. T., Ryan, A. M., Wasfy, J. H., & Borden, W. B. (2016) · Circulation · doi:10.1161/circulationaha.115.010268 · Cited by 178 · see citing works
High‐value transitional care: translation of research into practice
Naylor, M. D., Bowles, K. H., McCauley, K. M., Maccoy, M. C., Maislin, G., Pauly, M. V., & Krakauer, R. S. (2011) · Journal of Evaluation in Clinical Practice · doi:10.1111/j.1365-2753.2011.01659.x · Cited by 150 · see citing works
National Trends in Heart Failure Hospital Stay Rates, 2001 to 2009
Chen, J., Dharmarajan, K., Wang, Y., & Krumholz, H. M. (2013) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2012.11.057 · Cited by 132 · see citing works
Eapen, Z. J., Reed, S. D., Li, Y., Kociol, R. D., Armstrong, P. W., Starling, R. C., McMurray, J. J. V., Massie, B. M., Swedberg, K. B., Ezekowitz, J. A., et al. (2013) · Circulation Heart Failure · doi:10.1161/circheartfailure.112.000265 · Cited by 117 · see citing works
Will Bundled Payments Change Health Care?
Shih, T., Chen, L. M., & Nallamothu, B. K. (2015) · Circulation · doi:10.1161/circulationaha.114.010393 · Cited by 97 · see citing works
Reynolds, K., Butler, M. G., Kimes, T. M., et al. (2015) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2015.04.052 · Cited by 92 · see citing works
Predictors of Hospital Length of Stay in Heart Failure: Findings from Get With the Guidelines
Whellan, D. J., Zhao, X., Hernandez, A. F., et al. (2011) · Journal of Cardiac Failure · doi:10.1016/j.cardfail.2011.04.005 · Cited by 86 · see citing works
Lee, W. (1997) · Statistics in Medicine · doi:10.1002/(sici)1097-0258(19970415)16:7 · Cited by 74 · see citing works
Sud, M. K., Wang, X., Austin, P. C., Lipscombe, L. L., Newton, G. E., Tu, J. V., Vasan, R. S., & Lee, D. S. (2015) · European Heart Journal · doi:10.1093/eurheartj/ehu462 · Cited by 70 · see citing works
Self-citationKhan, H., Greene, S. J., Fonarow, G. C., Kalogeropoulos, A. P., Ambrosy, A. P., Maggioni, A. P., Zannad, F. M., Konstam, M. A., Swedberg, K. B., Yancy, C. W., et al. (2015) · European Journal of Heart Failure · doi:10.1002/ejhf.282 · Cited by 66 · see citing works
Frolova, N., Bakal, J. A., McAlister, F. A., Rowe, B. H., Quan, H., Kaul, P., & Ezekowitz, J. A. (2015) · JACC Heart Failure · doi:10.1016/j.jchf.2014.11.010 · Cited by 54 · see citing works
Formiga, F., Chivite, D., Manito, N., Mestre, A. R., Llopis, F., & Pujol, R. (2007) · European Journal of Internal Medicine · doi:10.1016/j.ejim.2007.09.007 · Cited by 48 · see citing works
Dunbar‐Yaffe, R., Stitt, A., Lee, J., Mohamed, S., & Lee, D. S. (2015) · Current Heart Failure Reports · doi:10.1007/s11897-015-0266-4 · Cited by 38 · see citing works
Self-citationCotter, G., Davison, B. A., Milo, O., Bourge, R. C., Cleland, J. G. F., Jondeau, G., Krum, H., O’Connor, C. M., Metra, M., Parker, J. D., et al. (2015) · Journal of Cardiac Failure · doi:10.1016/j.cardfail.2015.12.017 · Cited by 36 · see citing works
Goldraich, L. A., Austin, P. C., Zhou, L., Tu, J. V., Schull, M. J., Mak, S. S., Ross, H. J., Morrow, D. A., & Lee, D. S. (2016) · Journal of the American Heart Association · doi:10.1161/jaha.116.003232 · Cited by 7 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- Fay MP, Feuer EJ. Confidence intervals for directly standardized rates: a method based on the gamma distribution. Stat Med 1997;16:791-801.
Cited by
Sorted by citations
Seferović, P. M., Petrie, M. C., Filippatos, G. S., Anker, S. D., Rosano, G., Bauersachs, J., Paulus, W. J., Komajda, M., Cosentino, F., de Boer, R. A., et al. (2018) · European Journal of Heart Failure · doi:10.1002/ejhf.1170 · Cited by 708 · see citing works
Saxena, F. E., Bierman, A. S., Glazier, R. H., Wang, X., Guan, J., Lee, D. S., & Stukel, T. A. (2022) · JAMA Network Open · doi:10.1001/jamanetworkopen.2022.22056 · Cited by 51 · see citing works
Self-citation
- Authors
- Sud, M., Yu, B., Wijeysundera, H. C., Austin, P. C., Ko, D. T., Braga, J., Cram, P., Spertus, J. A., Domanski, M., & Lee, D. S.
- Affiliations
- University Health Network (CA)
- Sunnybrook Health Science Centre (CA)
- University of Toronto (CA)
- University of Missouri–Kansas City (US)
- Corresponding author
- Lee, Douglas S.
- ORCID
- Venue
- JACC Heart Failure
- Publisher
- Elsevier BV
- Published
- 2017-08
- Volume
- 5
- Issue
- 8
- Pages
- 578-588
- ISSN
- 2213-1779 (ISSN-L)
- OpenAlex
- W2612176626
- Cited by
- 135
- References
- 37
- Citations by year
- 2026: 13 · 2025: 14 · 2024: 9 · 2023: 10 · 2022: 13 · 2021: 19 · 2020: 25 · 2019: 18 · 2018: 8 · 2017: 6
- FWCI
- 12.07
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- JACC Heart Failure (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- Canadian Institutes of Health Research
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Health Sciences › Medicine › Emergency Medicine › Hospital Admissions and Outcomes
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac Health and Mental Health
- Keywords
- heart failure, length of hospital stay, 30-day readmission, 30-day mortality, U-shaped relationship, cardiovascular readmission, older adults, hospitalized patients, hospital discharge timing, quality of care, health care costs, Ontario health system, mortality risk
- MeSH terms
- Multiple Chronic Conditions, Aged, Aged, 80 and over, Coronary Care Units, Female, Heart Failure, Humans, Length of Stay, Male, Ontario, Patient Readmission, Retrospective Studies, Hospital Mortality
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review