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Research Article| Volume 64, P41-47, June 2019

Profiling the hospital-dependent patient in a large academic hospital: Observational study

  • Andrea Ticinesi
    Correspondence
    Corresponding author at: Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma and Department of Medicine and Surgery, University of Parma, Via Antonio Gramsci 14, 43126 Parma, Italy.
    Affiliations
    Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy

    Department of Medicine and Surgery, University of Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
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  • Antonio Nouvenne
    Affiliations
    Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
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  • Beatrice Prati
    Affiliations
    Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
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  • Fulvio Lauretani
    Affiliations
    Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
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  • Ilaria Morelli
    Affiliations
    Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
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  • Claudio Tana
    Affiliations
    Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
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  • Massimo Fabi
    Affiliations
    General Management, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
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  • Tiziana Meschi
    Affiliations
    Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy

    Department of Medicine and Surgery, University of Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
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Published:February 25, 2019DOI:https://doi.org/10.1016/j.ejim.2019.02.013

      Highlights

      • Hospital-dependence in older patients is associated with severe multimorbidity.
      • Hospital-dependence may arise also in subjects with a good functional status.
      • Frailty and cancer, but not multimorbidity, predict adverse outcomes in these patients.
      • The severity of multimorbidity is associated with length of stay and early readmissions.
      • Hospital-dependence implies a rapid decline of functional performance.

      Abstract

      Background

      In older patients with acute illness, a condition of “hospital-dependence” may arise: patients get adapted to the hospital care and, once discharged, may experience health status decline, requiring repeated readmissions despite appropriate treatments.

      Aims

      The objective of this case-series study was to describe the characteristics of 118 patients (72 F) aged ≥75 (mean 83.7 ± 4.9) who were urgently admitted to our institution at least 4 times in 2015.

      Methods

      For each patient and admission, data on multimorbidity (Cumulative Illness Rating Scale Comorbidity Score and Severity Index), frailty (Rockwood Clinical Frailty Scale), functional dependence, functional status, polypharmacy, length of stay and interval between admissions were extrapolated from clinical records. Mortality during the years 2015 and 2016 was assessed on the institutional database.

      Results

      At the first admission, patients had a high burden of polypharmacy (median number of drugs 8.5, IQR 6–11) and multimorbidity (Comorbidity Score 15.8 ± 4.1, Severity Index 2.9 ± 1.1). However, most (55.5%) were fit or pre-frail according to Clinical Frailty Scale (score 1–4). At multivariate models, Severity Index was significantly correlated with the length of stay (β ± SE 2.23 ± 0.89, p = .01) and readmission interval (β ± SE -22.49 ± 9.27, p = .02). Significantly increasing trends of multimorbidity and disability occurred across admissions. By the end of 2016, 66% of patients had died. Frailty (RR 2.005, 95%CI 1.054–3.814, p = .007) and cancer were the only predictors of mortality.

      Conclusions

      Hospital-dependent patients had severe multimorbidity, but exhibited an unexpectedly low prevalence of frailty/disability at baseline, though increasing across admissions. Trends of frailty and multimorbidity are paramount for profiling the hospital-dependence risk.

      Keywords

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      References

        • Tinetti M.E.
        • Basu J.
        Research on multiple chronic conditions. Where we are and where we need to go.
        Med Care. 2014; 52: S3-S6
        • Vetrano D.L.
        • Calderón-Larrañaga A.
        • Marengoni A.
        • Onder G.
        • Bauer J.M.
        • Cesari M.
        • et al.
        An international perspective on chronic multimorbidity: approaching the elephant in the room.
        J Gerontol A Biol Sci Med Sci. 2018; 73: 1350-1356
        • Krumholz H.M.
        Post-hospital syndrome – An acquired, transient condition of generalized risk.
        N Engl J Med. 2013; 386: 100-102
        • Hoot N.R.
        • Aronsky D.
        Systematic review of emergency department crowding: causes, effects, and solutions.
        Ann Emerg Med. 2008; 52: 126-136
        • Di Somma S.
        • Paladino L.
        • Vaughan L.
        • Lalle I.
        • Magrini L.
        • Magnanti M.
        Overcrowding in emergency department: an international issue.
        Intern Emerg Med. 2015; 10: 171-175
        • Reuben D.B.
        • Tinetti M.E.
        The hospital-dependent patient.
        N Engl J Med. 2014; 370: 694-697
        • Sung C.
        • Herbst J.L.
        The ethics of caring for hospital-dependent patients.
        BMC Med Ethics. 2017; 18: 75
        • Liu T.
        • Kiwak E.
        • Tinetti M.E.
        Perceptions of hospital-dependent patients on their needs for hospitalization.
        J Hosp Med. 2017; 12: 450-453
        • Fried T.R.
        • van Doorn C.
        • O'Leary J.R.
        • Tinetti M.E.
        • Drickamer M.A.
        Older persons' perceptions of home and hospital as sites of treatment for acute illness.
        Am J Med. 1999; 107: 317-323
        • Zuckerman R.B.
        • Sheingold S.H.
        • Orav E.J.
        • Ruhter J.
        • Epstein A.M.
        Readmissions, observation, and the Hospital Readmissions Reduction Program.
        N Engl J Med. 2016; 374: 1543-1551
        • Tisiminetzky M.
        • Bayliss E.A.
        • Magaziner J.S.
        • Allore H.G.
        • Anzuoni K.
        • Boyd C.M.
        • et al.
        Research priorities to advance the health and health care of older adults with multiple chronic conditions.
        J Am Geriatr Soc. 2017; 65: 1549-1553
        • Kansagara D.
        • Englander H.
        • Salanitro A.
        • Kagen D.
        • Theobald C.
        • Freeman M.
        • et al.
        Risk prediction models for hospital readmission: a systematic review.
        JAMA. 2011; 306: 1688-1698
        • Pedersen M.K.
        • Meyer G.
        • Uhrenfeldt L.
        Risk factors for acute care hospital readmission in older persons in Western countries: a systematic review.
        JBI Database Syst Rev Implement Rep. 2017; 15: 454-485
        • Dekkers O.M.
        • Egger M.
        • Altman D.G.
        • Vandenbroucke J.P.
        Distinguishing case series from cohort studies.
        Ann Intern Med. 2012; 156: 37-40
        • Casalini F.
        • Salvetti S.
        • Memmini S.
        • Lucaccini E.
        • Massimetti G.
        • Lopalco P.L.
        • et al.
        Unplanned readmissions within 30 days after discharge: improving quality through easy prediction.
        International J Qual Health Care. 2017; 29: 256-261
        • Salvi F.
        • Miller M.D.
        • Grilli A.
        • Giorgi R.
        • Towers A.L.
        • Morichi V.
        • et al.
        A manual of guidelines to score the modified cumulative illness rating scale and its validation in acute hospitalized elderly patients.
        J Am Geriatr Soc. 2008; 56: 1926-1931
        • Rockwood K.
        • Song X.
        • MacKnight C.
        • Bergman H.
        • Hogan D.B.
        • McDowell I.
        • et al.
        A global clinical measure of fitness and frailty in elderly people.
        CMAJ. 2005; 173: 489-495
        • Brefka S.
        • Dallmeier D.
        • Mühlbauer V.
        • von Arnim C.A.F.
        • Bollig C.
        • Onder G.
        • et al.
        A proposal for retrospective identification and categorization of older people with functional impairments in scientific studies-Recommendations of the Medication and Quality of Life in Frail Older Persons (MedQoL) Research Group.
        J Am Med Dir Assoc. 2019; 20 (ahead of print Jan 9. pii: S1525-8610(18)30640-6): 138-146
        • O'Brien B.C.
        • Harris I.B.
        • Beckman T.J.
        • Reed D.A.
        • Cook D.A.
        Standards for reporting qualitative research: a synthesis of recommendations.
        Acad Med. 2014; 89: 1245-1250
        • Zapatero A.
        • Barba R.
        • Marco J.
        • Hinojosa J.
        • Plaza S.
        • Losa J.E.
        • et al.
        Predictive model of readmission to internal medicine wards.
        Eur J Intern Med. 2012; 23: 451-456
        • Pavon J.M.
        • Zhao Y.
        • McConnell E.
        • Hastings S.N.
        Identifying risk of readmission in hospitalized elderly adults through inpatient medication exposure.
        J Am Geriatr Soc. 2014; 62: 1116-1121
        • Dorajoo S.R.
        • See V.
        • Chan C.T.
        • Tan J.Z.
        • Tan D.S.
        • Abdul Razak S.M.
        • et al.
        Identifying potentially avoidable readmissions: a medication-based 15-day readmission risk stratification algorithm.
        Pharmacotherapy. 2017; 37: 268-277
        • Pickens S.
        • Naik A.D.
        • Catic A.
        • Kunik M.E.
        Dementia and hospital readmission rates: a systematic review.
        Dement Geriatr Cogn Disord Extra. 2017; 7: 346-353
        • Graham K.L.
        • Dike O.
        • Doctoroff L.
        • Jupiter M.
        • Vanka A.
        • Davis R.B.
        • et al.
        Preventability of early vs late readmissions in an academic medical center.
        PLoS One. 2017; 12e0178718
        • Etxeberria-Lekuona D.
        • Casas Fernandez de Tejerina J.M.
        • Mendez-Lopez I.
        • Oteiza Olaso J.
        • Arteaga Mazuelas M.
        • Jarne Betran V.
        Multiple hospitalizations at the department of internal medicine of a tertiary hospital.
        Rev Clin Esp. 2015; 215: 9-17
        • Zucchelli A.
        • Vetrano D.L.
        • Marengoni A.
        • Grande G.
        • Romanelli G.
        • Calderon-Larranaga A.
        • et al.
        Frailty predicts short-term survival even in older adults without multimorbidity.
        Eur J Intern Med. 2018; 56: 53-56
        • Vetrano D.L.
        • Palmer K.
        • Marengoni A.
        • Marzetti E.
        • Lattanzio F.
        • Roller-Wirnsberger R.
        • et al.
        Frailty and multimorbidity: a systematic review and meta-analysis.
        J Gerontol A Biol Sci Med Sci. 2018; (ahead of print May 3) PubMed ID 29726918
        • Onder G.
        • Vetrano D.L.
        • Marengoni A.
        • Bell J.S.
        • Johnell K.
        • Palmer K.
        Accounting for frailty when treating chronic diseases.
        Eur J Intern Med. 2018; 56: 49-52
        • Fimognari F.L.
        • Pierantozzi A.
        • De Alfieri W.
        • Salani B.
        • Zuccaro S.M.
        • Arone A.
        • et al.
        The severity of acute illness and functional trajectories in hospitalized older medical patients.
        J Gerontol A Biol Sci Med Sci. 2017; 72: 102-108
        • Calderon-Larranaga A.
        • Santoni G.
        • Wang H.X.
        • Welmer A.K.
        • Rizzuto D.
        • Vetrano D.L.
        • et al.
        Rapidly developing multimorbidity and disability in older adults: does social background matter?.
        J Intern Med. 2018; 283: 489-499
        • Melis R.J.F.
        • Marengoni A.
        • Rizzuto D.
        • Teerenstra S.
        • Kivipelto M.
        • Angleman S.B.
        • et al.
        The influence of multimorbidity on clinical progression of dementia in a population-based cohort.
        PLoS One. 2013; 8e84014
        • Fabbri E.
        • An Y.
        • Zoli M.
        • Tanaka T.
        • Simonsick E.M.
        • Kitner-Triolo M.H.
        • et al.
        Association between accelerated multimorbidity and age-related cognitive decline in older Baltimore Longitudinal Study of Aging participants without dementia.
        J Am Geriatr Soc. 2016; 64: 965-972
        • Vetrano D.L.
        • Villani E.R.
        • Grande G.
        • Giovannini S.
        • Cipriani M.C.
        • Manes-Gravina E.
        • et al.
        Association of polypharmacy with 1-year trajectories of cognitive and physical function in nursing home residents: results from a multicenter European study.
        J Am Med Dir Assoc. 2018; 19: 710-713
        • Vetrano D.L.
        • Rizzuto D.
        • Calderon-Larranaga A.
        • Onder G.
        • Welmer A.K.
        • Bernabei R.
        • et al.
        Trajectories of functional decline in older adults with neuropsychiatric and cardiovascular multimorbidity: a Swedish study.
        PLoS Med. 2018; 15e1002503
        • Ticinesi A.
        • Nouvenne A.
        • Folesani G.
        • Prati B.
        • Morelli I.
        • Guida L.
        • et al.
        An investigation of multimorbidity measures as risk factors for pneumonia in elderly frail patients admitted to hospital.
        Eur J Intern Med. 2016; 28: 102-106
        • Ticinesi A.
        • Nouvenne A.
        • Folesani G.
        • Prati B.
        • Morelli I.
        • Guida L.
        • et al.
        Multimorbidity in elderly hospitalised patients and risk of Clostridium difficile infection: a retrospective study with the Cumulative Illness Rating Scale (CIRS).
        BMJ Open. 2015; 5e009316
        • Mixon A.S.
        • Goggins K.
        • Bell S.P.
        • Vasilevskis E.E.
        • Nwosu S.
        • Schildcrout J.S.
        • et al.
        Preparedness for hospital discharge and prediction of readmission.
        J Hosp Med. 2016; 11: 603-609
        • Linertova R.
        • Garcia-Perez L.
        • Vazquez-Diaz J.R.
        • Lorenzo-Riera A.
        • Sarria-Santamera A.
        Interventions to reduce hospital readmissions in the elderly: in-hospital or home care. A systematic review.
        J Eval Clin Pract. 2011; 17: 1167-1175
        • Dhalla I.A.
        • O'Brien T.
        • Morra D.
        • Thorpe K.E.
        • Wong B.M.
        • Mehta R.
        • et al.
        Effect of a postdischarge virtual ward on readmission or death for high-risk patients. A randomized clinical trial.
        JAMA. 2014; 312: 1305-1312
        • Meschi T.
        • Ticinesi A.
        • Prati B.
        • Montali A.
        • Ventura A.
        • Nouvenne A.
        • et al.
        A novel organizational model to face the challenge of multimorbid elderly patients in an internal medicine setting: a case study from Parma hospital, Italy.
        Intern Emerg Med. 2016; 11: 667-676