Abstract:
OBJECTIVES:Patients discharged to a skilled nursing facility (SNF) for post-acute care have a high risk of hospital readmission. We aimed to develop and validate a risk-prediction model to prospectively quantify the risk of 30-day hospital readmission at the time of discharge to a SNF. DESIGN:Retrospective cohort study. SETTING:Ten independent SNFs affiliated with the post-acute care practice of an integrated health care delivery system. PARTICIPANTS:We evaluated 6032 patients who were discharged to SNFs for post-acute care after hospitalization. MEASUREMENTS:The primary outcome was all-cause 30-day hospital readmission. Patient demographics, medical comorbidity, prior use of health care, and clinical parameters during the index hospitalization were analyzed by using gradient boosting machine multivariable analysis to build a predictive model for 30-day hospital readmission. Area under the receiver operating characteristic curve (AUC) was assessed on out-of-sample observations under 10-fold cross-validation. RESULTS:Among 8616 discharges to SNFs from January 1, 2009, through June 30, 2014, a total of 1568 (18.2%) were readmitted to the hospital within 30 days. The 30-day hospital readmission prediction model had an AUC of 0.69, a 16% improvement over risk assessment using the Charlson Comorbidity Index alone. The final model included length of stay, abnormal laboratory parameters, and need for intensive care during the index hospitalization; comorbid status; and number of emergency department and hospital visits within the preceding 6 months. CONCLUSIONS AND IMPLICATIONS:We developed and validated a risk-prediction model for 30-day hospital readmission in patients discharged to a SNF for post-acute care. This prediction tool can be used to risk stratify the complex population of hospitalized patients who are discharged to SNFs to prioritize interventions and potentially improve the quality, safety, and cost-effectiveness of care.
journal_name
J Am Med Dir Assocjournal_title
Journal of the American Medical Directors Associationauthors
Chandra A,Rahman PA,Sneve A,McCoy RG,Thorsteinsdottir B,Chaudhry R,Storlie CB,Murphree DH Jr,Hanson GJ,Takahashi PYdoi
10.1016/j.jamda.2019.01.137subject
Has Abstractpub_date
2019-04-01 00:00:00pages
444-450.e2issue
4eissn
1525-8610issn
1538-9375pii
S1525-8610(19)30164-1journal_volume
20pub_type
杂志文章abstract:OBJECTIVES:The aim of this study was to evaluate the potential association between anemia associated with chronic kidney disease (CKD) and the ability for older nursing home (NH) residents with these conditions to perform basic activities of daily living (ADL). DESIGN:This is a multicenter, retrospective, observationa...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章,多中心研究
doi:10.1016/j.jamda.2008.08.012
更新日期:2009-02-01 00:00:00
abstract:OBJECTIVES:Pressure ulcers, like other chronic wounds, fail to proceed through an orderly and timely process to produce anatomical or functional integrity. Treatment of pressure ulcers is directed to improving host factors and providing an optimum wound environment. In addition to providing a moist wound environment, i...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章,多中心研究,随机对照试验
doi:10.1016/j.jamda.2004.12.007
更新日期:2005-01-01 00:00:00
abstract:OBJECTIVES:The recent emphasis on knowledge translation (KT) in health care is based on the premise that quality of care improves when research findings are translated into practice. This study aimed to identify the extent, nature, and settings of KT research pertaining to the care of older adults. DESIGN AND METHODS:...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章,评审
doi:10.1016/j.jamda.2010.12.004
更新日期:2012-03-01 00:00:00
abstract:OBJECTIVE:Identifying patients at risk for delirium allows prompt application of prevention, diagnostic, and treatment strategies; but is rarely done. Once delirium develops, patients are more likely to need posthospitalization skilled care. This study developed an a priori electronic prediction rule using independent ...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2015.10.020
更新日期:2016-03-01 00:00:00
abstract:OBJECTIVES:To assess the effectiveness of a wireless network (WiFi-based) localization system (devices mounted on resident wheelchairs) in decreasing caretaker time spent searching for residents and providing alerts of residents going outdoors in a skilled nursing facility. DESIGN:A controlled study over two 2-month p...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2012.04.010
更新日期:2012-07-01 00:00:00
abstract:OBJECTIVES:The objective of this study was to evaluate the impact of a well-developed theory-based function-focused care for cognitively impaired (FFC-CI) intervention on eating performance among long-term care (LTC) residents with moderate-to-severe cognitive impairment. DESIGN:A secondary analysis of longitudinal da...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2015.06.023
更新日期:2015-12-01 00:00:00
abstract:OBJECTIVES:To describe end-of-life care in Japanese nursing homes by comparing facility and characteristics of residents dying in nursing homes with those who had been transferred and had died in hospitals, and by comparing the quality of end-of-life care with hospitals and with their respective counterparts in the Uni...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2013.02.008
更新日期:2013-10-01 00:00:00
abstract:BACKGROUND:Falling is a common and serious problem in the elderly. Previous studies suggest that the use of psychotropic drugs increases the risk of falling. However, the contribution of these drugs on fall risk has not been quantified on a daily basis among the general population of nursing homes until now. OBJECTIVE...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2016.07.004
更新日期:2016-12-01 00:00:00
abstract:OBJECTIVE:To examine the differential morbidity/mortality associated with evacuation versus sheltering in place for nursing home (NH) residents exposed to the 4 most recent Gulf hurricanes. METHODS:Observational study using Medicare claims and NH data sources. We compared the differential mortality/morbidity for long-...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2011.07.011
更新日期:2012-02-01 00:00:00
abstract:OBJECTIVES:Elderly persons with low muscle mass (LMM) or sarcopenia are prone to frailty and functional decline. This study aimed to investigate the relationship between serum selenium level and skeletal muscle mass in community-dwelling elderly. DESIGN:Cross-sectional observational study. SETTING AND PARTICIPANTS:A ...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2014.06.014
更新日期:2014-01-01 00:00:00
abstract::Medication errors remain an important cause of patient morbidity and mortality. Although all medications have the potential to induce unwanted adverse effects, data on the actual incidence and overall severity of preventable adverse drug reactions remains unknown. An Institute of Medicine report (Institute of Medicine...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2007.07.004
更新日期:2007-10-01 00:00:00
abstract:PURPOSE:To describe a feasible quality improvement system to manage feeding assistance care processes in an assisted living facility (ALF) that provides dementia care and the use of these data to maintain the quality of daily care provision and prevent unintentional weight loss. DESIGN AND METHODS:Supervisory ALF staf...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2017.12.012
更新日期:2018-03-01 00:00:00
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journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2020.01.002
更新日期:2020-09-01 00:00:00
abstract::Sexuality is a basic human need that begins at birth and continues throughout life. The sexual needs of the elderly are similar to those of the young, but with variations in frequency, intensity, and mode of expression. Regardless of age, every individual has a need for love, intimacy, and companionship. Unfortunately...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章,评审
doi:10.1097/10.1097/01.JAM.0000061465.00838.57
更新日期:2004-03-01 00:00:00
abstract:OBJECTIVE:To determine the effects of dopaminergic medication withdrawal in an elderly, demented and minimally ambulatory nursing home population with parkinsonism in New York City. METHODS:In our double-blind, randomized study, 11 patients (7 males, 4 females) were randomized into 2 groups: one group underwent levodo...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章,随机对照试验
doi:10.1016/j.jamda.2008.07.001
更新日期:2008-11-01 00:00:00
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journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2007.08.003
更新日期:2008-01-01 00:00:00
abstract::The phenomenon of elderly sexual offenders is poorly catalogued, and is especially complex. In institutions, elderly people are often unrecognized victims of sexual abuse but are also at great risk for doing abuse toward vulnerable victims like children. The lack of attention to an elder's basic needs can endanger or ...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2012.05.012
更新日期:2012-09-01 00:00:00
abstract:OBJECTIVES:Long-term care (LTC) is an important setting for goals of care (GoC) discussions. Understanding clinician barriers to GoC discussions could identify opportunities for LTC-specific interventions to improve quantity and quality of GoC discussions in the context of serious illness. DESIGN:A multicenter, cross-...
journal_title:Journal of the American Medical Directors Association
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journal_title:Journal of the American Medical Directors Association
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pub_type: 杂志文章,多中心研究
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更新日期:2020-07-01 00:00:00
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journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2015.06.019
更新日期:2015-12-01 00:00:00
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journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2009.11.002
更新日期:2010-09-01 00:00:00
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journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2015.03.009
更新日期:2015-06-01 00:00:00
abstract:OBJECTIVE:Delirium superimposed on dementia (DSD) is common, morbid, and costly, yet frequently undiagnosed. Our study aimed to develop a brief screening test to improve health care worker recognition of DSD. DESIGN/SETTING/PARTICIPANTS:Older hospitalized adults with dementia were prospectively enrolled from medical a...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2019.05.011
更新日期:2019-11-01 00:00:00
abstract:OBJECTIVES:Paratonia, a form of hypertonia typically seen in dementia, is often associated with difficulties in positioning and daily care. No evidence-based therapy or clinical guideline for management is available. In this study, the short-term effect of harmonic techniques (HT) and supporting cushions (SC) on parato...
journal_title:Journal of the American Medical Directors Association
pub_type: 临床试验,杂志文章,多中心研究
doi:10.1016/j.jamda.2019.04.031
更新日期:2019-12-01 00:00:00
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journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2013.10.013
更新日期:2014-01-01 00:00:00
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journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2020.05.034
更新日期:2020-12-01 00:00:00
abstract:OBJECTIVES:According to previous studies, 20% to 24% of deaths in the United States occur in nursing homes. This number is increasing. Overall vital statistics document that the leading causes of death in the United States remain cardiovascular/cerebrovascular and cancer, with Alzheimer's disease seventh as of 2004. Ho...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2008.04.011
更新日期:2008-10-01 00:00:00
abstract:OBJECTIVES:Telomere length is associated with aging-related pathologies. Although the association between telomere length and frailty has been studied previously, only a few studies assessing longitudinal changes in telomere length and frailty exist. DESIGN:Longitudinal cohort study. SETTING AND PARTICIPANTS:A subpop...
journal_title:Journal of the American Medical Directors Association
pub_type: 杂志文章
doi:10.1016/j.jamda.2018.05.011
更新日期:2018-08-01 00:00:00