Risk Factors for Hospital Readmission and Death After Discharge of Older Adults from Acute Geriatric Units: Taking the Rank of Admission into Account

References

• Lanièce I, Couturier P, Dramé M, et al. Incidence and main factors associated with early unplanned hospital readmission among French medical inpatients aged 75 and over admitted through emergency units. Age Ageing. 2008;37(4):416–422. doi:10.1093/ageing/afn09318487268
   PubMed Web of Science ®Google Scholar
• Garcia-Perez L, Linertova R, Lorenzo-Riera A, Vazquez-Diaz JR, Duque-Gonzalez B, Sarria-Santamera A. Risk factors for hospital readmissions in elderly patients: a systematic review. QJM. 2011;104(8):639–651. doi:10.1093/qjmed/hcr07021558329
   PubMed Web of Science ®Google Scholar
• Sharma Y, Miller M, Kaambwa B, et al. Malnutrition and its association with readmission and death within 7 days and 8–180 days postdischarge in older patients: a prospective observational study. BMJ Open. 2017;7(11):e018443.
   PubMed Web of Science ®Google Scholar
• Lau D, Padwal RS, Majumdar SR, et al. Patient-Reported Discharge Readiness and 30-Day Risk of Readmission or Death: a Prospective Cohort Study. Am J Med. 2016;129(1):89–95. doi:10.1016/j.amjmed.2015.08.01826344631
   PubMed Web of Science ®Google Scholar
• Gauthier J, Kisterman JP, Chapalain F, Texier A, Manckoundia P. Réhospitalisation précoce des personnes âgées d’au moins 75 ans admises dans un service de médecine polyvalente post-urgence: taux et facteurs prédictifs. Rev Médecine Interne. 2016;37(8):521–528.
   Web of Science ®Google Scholar
• Franchi C, Nobili A, Mari D, et al. Risk factors for hospital readmission of elderly patients. Eur J Intern Med. 2013;24(1):45–51. doi:10.1016/j.ejim.2012.10.00523142413
   PubMed Web of Science ®Google Scholar
• Dramé M, Lang PO, Novella J-L, et al. Six-month outcome of elderly people hospitalized via the emergency department: the SAFES cohort. Rev DÉpidémiologie Santé Publique. 2012;60(3):189–196.
   Web of Science ®Google Scholar
• Sganga F, Landi F, Volpato S, et al. Predictors of rehospitalization among older adults: results of the CRIME Study: predictors of rehospitalization. Geriatr Gerontol Int. 2016. doi:10.1111/ggi.12938
   Web of Science ®Google Scholar
• Crane SJ, Tung EE, Hanson GJ, Cha S, Chaudhry R, Takahashi PY. Use of an electronic administrative database to identify older community dwelling adults at high-risk for hospitalization or emergency department visits: the elders risk assessment index. BMC Health Serv Res. 2010;10:338. doi:10.1186/1472-6963-10-33821144042
   PubMed Web of Science ®Google Scholar
• Rosted E, Schultz M, Sanders S. Frailty and polypharmacy in elderly patients are associated with a high readmission risk. Dan Med J. 2016;63(9):548.
   Web of Science ®Google Scholar
• Masnoon N, Kalisch Ellett L, Shakib S, Caughey GE. Predictors of Mortality in the Older Population: the Role of Polypharmacy and Other Medication and Chronic Disease-Related Factors. Drugs Aging. 2020;37(10):767. doi:10.1007/s40266-020-00794-732885396
   PubMed Web of Science ®Google Scholar
• Wei LJ, Lin DY, Weissfeld L. Regression Analysis of Multivariate Incomplete Failure Time Data by Modeling Marginal Distributions. J Am Stat Assoc. 1989;84(408):1065–1073. doi:10.1080/01621459.1989.10478873
   Web of Science ®Google Scholar
• Visade F, Babykina G, Lamer A, et al. Importance of previous hospital stays on the risk of hospital re-admission in older adults: a real-life analysis of the PAERPA study population. Age Ageing. 2021;50(1):141–146. doi:10.1093/ageing/afaa13932687169
   PubMed Web of Science ®Google Scholar
• Becker C, Zumbrunn S, Beck K, et al. Interventions to Improve Communication at Hospital Discharge and Rates of Readmission: a Systematic Review and Meta-analysis. JAMA Netw Open. 2021;4(8):e2119346. doi:10.1001/jamanetworkopen.2021.1934634448868
   PubMed Web of Science ®Google Scholar
• Berntsen GKR, Dalbakk M, Hurley JS, et al. Person-centred, integrated and pro-active care for multi-morbid elderly with advanced care needs: a propensity score-matched controlled trial. BMC Health Serv Res. 2019;19(1):682. doi:10.1186/s12913-019-4397-231581947
   PubMed Web of Science ®Google Scholar
• Campbell SE, Seymour DG, Primrose WR; ACMEPLUS Project. A systematic literature review of factors affecting outcome in older medical patients admitted to hospital. Age Ageing. 2004;33(2):110–115. doi:10.1093/ageing/afh03614960424
   PubMed Web of Science ®Google Scholar
• Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–383. doi:10.1016/0021-9681(87)90171-83558716
   PubMedGoogle Scholar
• Katz S, Downs TD, Cash HR, Grotz RC. Progress in Development of the Index of ADL. Gerontologist. 1970;10(1Part 1):20–30. doi:10.1093/geront/10.1_Part_1.205420677
   PubMed Web of Science ®Google Scholar
• Zhang Z, Reinikainen J, Adeleke KA, Pieterse ME, Groothuis-Oudshoorn CGM. Time-varying covariates and coefficients in Cox regression models. Ann Transl Med. 2018;6(7):121. doi:10.21037/atm.2018.02.1229955581
   PubMed Web of Science ®Google Scholar
• Therneau TM, Grambsch PM, Fleming TR. Martingale-based residuals for survival models. Biometrika. 1990;77(1):147–160. doi:10.1093/biomet/77.1.147
   Web of Science ®Google Scholar
• Wood AM, White IR, Royston P. How should variable selection be performed with multiply imputed data? Stat Med. 2008;27(17):3227–3246. doi:10.1002/sim.317718203127
   PubMed Web of Science ®Google Scholar
• Rubin DB. Multiple Imputation for Nonresponse in Surveys. Hoboken NJ. Wiley-Interscience; 2004. 287. Wiley classics library.
   Google Scholar
• Buuren S, Groothuis-Oudshoorn K. mice: multivariate Imputation by Chained Equations in R. J Stat Softw. 2011;45(3). doi:10.18637/jss.v045.i03
   Web of Science ®Google Scholar
• Heller G. A measure of explained risk in the proportional hazards model. Biostat Oxf Engl. 2012;13(2):315–325.
   Web of Science ®Google Scholar
• R Core Team. R: a language and environment for statistical computing. Vienna, Austria: r Foundation for Statistical Computing; 2013. Available from: http://www.R-project.org/. Accessed October 22, 2021.
   Google Scholar
• Putter H, Fiocco M, Geskus RB. Tutorial in biostatistics: competing risks and multi-state models. Stat Med. 2007;26(11):2389–2430. doi:10.1002/sim.271217031868
   PubMed Web of Science ®Google Scholar
• Heijnsdijk EAM, Csanádi M, Gini A, et al. All-cause mortality versus cancer-specific mortality as outcome in cancer screening trials: a review and modeling study. Cancer Med. 2019;8(13):6127–6138. doi:10.1002/cam4.247631422585
   PubMed Web of Science ®Google Scholar
• Seguchi M, Sakakura K, Tsukui T, et al. Determinants of In-Hospital Death Among the Very Elderly with Acute Myocardial Infarction. Int Heart J. 2020;61(5):879–887. doi:10.1536/ihj.20-16532921674
   PubMed Web of Science ®Google Scholar
• Lum HD, Studenski SA, Degenholtz HB, Hardy SE. Early Hospital Readmission is a Predictor of One-Year Mortality in Community-Dwelling Older Medicare Beneficiaries. J Gen Intern Med. 2012;27(11):1467–1474. doi:10.1007/s11606-012-2116-322692634
   PubMed Web of Science ®Google Scholar
• Cunha Ferré MF, Gallo Acosta CM, Dawidowski AR, Senillosa MB, Scozzafava SM, Saimovici JM. 72-hour hospital readmission of older people after hospital discharge with home care services. Home Health Care Serv Q. 2019;38(3):153–161. doi:10.1080/01621424.2019.161602431106701
   PubMed Web of Science ®Google Scholar
• Choi Y-H, Jacqmin-Gadda H, Król A, Parfrey P, Briollais L, Rondeau V. Joint nested frailty models for clustered recurrent and terminal events: an application to colonoscopy screening visits and colorectal cancer risks in Lynch Syndrome families. Stat Methods Med Res. 2020;29(5):1466–1479. doi:10.1177/096228021986307631347460
   PubMed Web of Science ®Google Scholar
• Novella A, Elli C, Tettamanti M, et al. Comparison between drug therapy-based comorbidity indices and the Charlson Comorbidity Index for the detection of severe multimorbidity in older subjects. Aging Clin Exp Res. 2021;33(7):1929–1935. doi:10.1007/s40520-020-01706-w32930989
   PubMed Web of Science ®Google Scholar
• Thomas RE, Nguyen LT, Jackson D, Naugler C. Potentially Inappropriate Prescribing and Potential Prescribing Omissions in 82,935 Older Hospitalised Adults: association with Hospital Readmission and Mortality within Six Months. Geriatrics. 2020;5(2):37. doi:10.3390/geriatrics5020037
   Web of Science ®Google Scholar