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Development and validation of a model for predicting inpatient hospitalization.开发和验证一种预测住院的模型。
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Use of the elderly risk assessment (ERA) index to predict 2-year mortality and nursing home placement among community dwelling older adults.使用老年人风险评估(ERA)指数预测社区居住的老年人 2 年内的死亡率和入住养老院的情况。
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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.利用电子行政数据库识别有高住院或急诊就诊风险的老年社区居住成年人:老年人风险评估指数。
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患者报告的老年症状作为住院和急诊就诊的风险因素。

Patient-reported geriatric symptoms as risk factors for hospitalization and emergency department visits.

作者信息

Chandra Anupam, Crane Sarah J, Tung Ericka E, Hanson Gregory J, North Frederick, Cha Stephen S, Takahashi Paul Y

机构信息

1Division of Primary Care Internal Medicine; Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA.

2Department of Health Sciences Research; Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA.

出版信息

Aging Dis. 2015 Jun 1;6(3):188-95. doi: 10.14336/AD.2014.0706. eCollection 2015 Jun.

DOI:10.14336/AD.2014.0706
PMID:26029477
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4441401/
Abstract

There is an urgent need to identify predictors of adverse outcomes and increased health care utilization in the elderly. The Mayo Ambulatory Geriatric Evaluation (MAGE) is a symptom questionnaire that was completed by patients aged 65 years and older during office visits to Primary Care Internal Medicine at Mayo Clinic in Rochester, MN. It was introduced to improve screening for geriatric conditions. We conducted this study to explore the relationship between self-reported geriatric symptoms and hospitalization and emergency department (ED) visits within 1 year of completing the survey. This was a retrospective cohort study of patients who completed the MAGE from April 2008 to December 2010. The primary outcome was an ED visit or hospitalization within 1 year. Predictors included responses to individual questions in the MAGE. Data were obtained from the electronic medical record and administrative records. Logistic regression analyses were performed from significant univariate factors to determine predictors in a multivariable setting. A weighted scoring system was created based upon the odds ratios derived from a bootstrap process. The sensitivity, specificity, and AUC were calculated using this scoring system. The MAGE survey was completed by 7738 patients. The average age was 76.2 ± 7.68 years and 57% were women. Advanced age, a self-report of worse health, history of 2 or more falls, weight loss, and depressed mood were significantly associated with hospitalization or ED visits within 1 year. A score equal to or greater than 2 had a sensitivity of 0.74 and specificity of 0.45. The calculated AUC was 0.60. The MAGE questionnaire, which was completed by patients at an outpatient visit to screen for common geriatric issues, could also be used to assess risk for ED visits and hospitalization within 1 year.

摘要

迫切需要确定老年人不良结局和医疗保健利用率增加的预测因素。梅奥门诊老年评估(MAGE)是一份症状问卷,由明尼苏达州罗切斯特市梅奥诊所初级保健内科门诊就诊的65岁及以上患者填写。引入该问卷是为了改善对老年疾病的筛查。我们进行这项研究以探讨自我报告的老年症状与完成调查后1年内住院和急诊就诊之间的关系。这是一项对2008年4月至2010年12月完成MAGE问卷的患者进行的回顾性队列研究。主要结局是1年内的急诊就诊或住院。预测因素包括对MAGE中各个问题的回答。数据来自电子病历和行政记录。对显著的单因素进行逻辑回归分析以确定多变量环境中的预测因素。基于自举过程得出的优势比创建了一个加权评分系统。使用该评分系统计算敏感性、特异性和AUC。7738名患者完成了MAGE调查。平均年龄为76.2±7.68岁,57%为女性。高龄、自我报告健康状况较差、有2次或更多次跌倒史、体重减轻和情绪低落与1年内住院或急诊就诊显著相关。得分等于或大于2时,敏感性为0.74,特异性为0.45。计算出的AUC为0.60。患者在门诊就诊时填写的用于筛查常见老年问题的MAGE问卷,也可用于评估1年内急诊就诊和住院的风险。