Predictors for unplanned hospital admissions in community dwelling adults: A dynamic cohort study

被引:3
作者
Hias, Julie [1 ,2 ,9 ]
Hellemans, Laura [1 ,2 ,3 ]
Nuyts, Shauni [4 ,5 ,6 ]
Vaes, Bert [4 ,6 ]
Rygaert, Xavier [7 ]
Tournoy, Jos [4 ,8 ]
Van der Linden, Lorenz [1 ,2 ]
机构
[1] Univ Hosp Leuven, Pharm Dept, Leuven, Belgium
[2] Univ Leuven, KU Leuven, Dept Pharmaceut & Pharmacol Sci, Leuven, Belgium
[3] Res Fdn Flanders FWO, Brussels, Belgium
[4] Univ Leuven, KU Leuven, Dept Publ Hlth & Primary Care, Leuven, Belgium
[5] Leuven Biostat & Stat Bioinformat Ctr L BioStat, Leuven, Belgium
[6] Acad Ctr Gen Practice, Leuven, Belgium
[7] InterMutualist Agcy IMA, Brussels, Belgium
[8] Univ Hosp Leuven, Dept Geriatr Med, Leuven, Belgium
[9] Hosp Pharm Dept, Herestr 49, B-3000 Leuven, Belgium
基金
比利时弗兰德研究基金会;
关键词
Polypharmacy; Hospitalization; Risk factor; Clinical pharmacy; RISK-FACTORS; EMERGENCY ADMISSIONS; OLDER PATIENTS; VALIDATION; EPIDEMIOLOGY; ILLNESS; MODELS; REDUCE; CARE;
D O I
10.1016/j.sapharm.2023.07.004
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Polypharmacy and inappropriate medication use are associated with unplanned hospital admissions. Targeted interventions might reduce the hospitalization risk. Yet, it remains unclear which patient profiles derive the largest benefit from such interventions.Objective: The aim of this study was to determine independent risk factors, among which polypharmacy, for unplanned hospital admissions in a cohort of community dwelling adults.Methods: A retrospective study was performed using a large general practice registry and an insurance database in Flanders, Belgium. Community dwelling adults aged 40 years or older with data for 2013-2015 were included. The index date was the last general practitioner contact in 2014. Determinants were collected during the preceding year. Unplanned hospital admissions were determined during the year after the index date. Univariable logistic regression models were fitted on each risk factor for an unplanned hospital admission as the primary outcome. Two multivariable models were derived.Results: In total, 40411 patients were included and 2126 (5.26%) experienced an unplanned hospital admission. Mean age was 58.3 (+/- 12.3) years. The two models identified the following determinants for an unplanned hospital admission: excessive polypharmacy, older age, male sex, number of comorbidities, atrial fibrillation, chronic obstructive pulmonary disease or stroke, low hemoglobin, use of hypnotics, antipsychotics, antidepressants or antiepileptics and prior hospital and general practitioner visits. Prior hospital visits was the largest determinant.Conclusions: In our study we identified and confirmed the presence of known determinants for unplanned hospital admissions in community dwelling adults, most of which align with a geriatric phenotype. Our findings can inform the allocation of interventions aiming to reduce unplanned hospital admissions.
引用
收藏
页码:1432 / 1439
页数:8
相关论文
共 38 条
  • [1] Assuralia, DE NATIONALE UITGAVEN IN DE GEZONDHEIDSZORG (cijfers 2018), V15
  • [2] Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study
    Barnett, Karen
    Mercer, Stewart W.
    Norbury, Michael
    Watt, Graham
    Wyke, Sally
    Guthrie, Bruce
    [J]. LANCET, 2012, 380 (9836) : 37 - 43
  • [3] Competing Risk of Death: An Important Consideration in Studies of Older Adults
    Berry, Sarah D.
    Ngo, Long
    Samelson, Elizabeth J.
    Kiel, Douglas P.
    [J]. JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2010, 58 (04) : 783 - 787
  • [4] US Emergency Department Visits Attributed to Medication Harms, 2017-2019
    Budnitz, Daniel S.
    Shehab, Nadine
    Lovegrove, Maribeth C.
    Geller, Andrew, I
    Lind, Jennifer N.
    Pollock, Daniel A.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2021, 326 (13): : 1299 - 1309
  • [5] Emergency Hospitalizations for Adverse Drug Events in Older Americans
    Budnitz, Daniel S.
    Lovegrove, Maribeth C.
    Shehab, Nadine
    Richards, Chesley L.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2011, 365 (21) : 2002 - 2012
  • [6] Cherubini A, 2012, J Am Med Dir Assoc, V13
  • [7] Risk factors for nonelective hospitalization in frail and older adult, inner-city outpatients
    Damush, TM
    Smith, DM
    Perkins, AJ
    Dexter, PR
    Smith, F
    [J]. GERONTOLOGIST, 2004, 44 (01) : 68 - 75
  • [8] Potentially Inappropriate Medications, Drug-Drug Interactions, and Anticholinergic Burden in Elderly Hospitalized Patients: Does an Association Exist with Post-Discharge Health Outcomes?
    De Vincentis, Antonio
    Gallo, Paolo
    Finamore, Panaiotis
    Pedone, Claudio
    Costanzo, Luisa
    Pasina, Luca
    Cortesi, Laura
    Nobili, Alessandro
    Mannucci, Pier Mannuccio
    Incalzi, Raffaele Antonelli
    [J]. DRUGS & AGING, 2020, 37 (08) : 585 - 593
  • [9] Development and validation of a model for predicting emergency admissions over the next year (PEONY) - A UK historical cohort study
    Donnan, Peter T.
    Dorward, David W. T.
    Mutch, Bill
    Morris, Andrew D.
    [J]. ARCHIVES OF INTERNAL MEDICINE, 2008, 168 (13) : 1416 - 1422
  • [10] Development and validation of predictive MoSaiCo (Modello Statistico Combinato) on emergency admissions: can it also identify patients at high risk of frailty?
    Falasca, Pasquale
    Berardo, Arianna
    Di Tommaso, Francesca
    [J]. ANNALI DELL ISTITUTO SUPERIORE DI SANITA, 2011, 47 (02): : 220 - 228