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首页> 外文期刊>Journal of palliative medicine >Examining the Association between Healthcare Utilization and Clinical Characteristics among Cancer Patients in a Safety Net Health System
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Examining the Association between Healthcare Utilization and Clinical Characteristics among Cancer Patients in a Safety Net Health System

机译:检查安全网卫生系统中癌症患者医疗保健利用与临床特征的关联

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Objective: The goal of this study was to examine the association between available patient and clinical characteristics and healthcare utilization in a cohort of breast, lung, and colorectal cancer patients within a safety-net hospital system. Methods: Data for 979 breast, lung, and colorectal cancer patients admitted to a large, urban hospital for the year 2010 were extracted from the electronic medical record (EMR). Univariate and multivariate logistic regression analyses were performed to examine the association between relevant independent variables that were able to be captured from the EMR in discrete fields, emergency room (ER) utilization, and hospitalizations among members of the cohort. Spearman correlation coefficients to test the correlations between nonsteroidal anti-inflammatory drug and opioid prescriptions and healthcare utilization were also calculated. Results: Of the 979 patients, 22% were 65 years and older, 43% were non-Hispanic black, 42% had Medicare, and 56% had colorectal cancer. Patient and clinical characteristics that were associated with increased ER utilization, included Hispanic ethnicity (adjusted odds ratio; AOR: 2.21, 95% confidence interval; CI: 1.52–3.21), non-Hispanic black race (AOR: 2.01, 95% CI: 1.43–2.82), and referral to palliative care (AOR: 2.15, 95% CI: 1.36–3.41). Referral to palliative care (AOR: 3.84, 95% CI: 1.47–10.0), low albumin (AOR: 2.42, 95% CI: 1.20–4.89), and presence of metastases (AOR: 1.98, 95% CI: 1.29–3.06) were associated with greater odds of hospitalization. Number of opioids prescribed strongly correlated with number of hospitalizations (ρ correlation = 0.74). Only 10.6% of patients had been referred to outpatient palliative care during the study period. Conclusions: Some patient and clinical characteristics associated with increased ER visits and hospitalizations in this cohort include race/ethnicity, palliative care referral, markers of advanced disease, and number opioids prescribed. Increasing knowledge of palliative care and access to palliative care among the underserved should be a focus of future research.
机译:目的:本研究的目标是审查安全网系统内的乳腺癌,肺癌和结肠直肠癌患者队列的可用患者和临床特征和医疗利用之间的关联。方法:从电子医疗记录(EMR)中提取了979年乳腺癌,肺癌和结直肠癌患者的数据,从而提取了2010年的大型城市医院。执行单变量和多变量的物流回归分析,以检查能够在离散领域,急诊室(ER)利用率的EMR中能够被捕获的相关自变量与群组成员之间的住院。还计算了试验抗炎症药物和阿片类药物处方与医疗利用之间的相关性的相关系数。结果:979名患者中,22%为65岁及以上,43%是非西班牙裔黑色,42%有Medicare,56%有结直肠癌。与ER利用率增加相关的患者和临床特征,包括西班牙裔民族(调整的赔率比; AOR:2.21,95%置信区间; CI:1.52-3.21),非西班牙裔人(AOR:2.01,95%CI: 1.43-2.82),并转诊到姑息治疗(AOR:2.15,95%CI:1.36-3.41)。转诊到姑息治疗(AOR:3.84,95%CI:1.47-10.0),低白蛋白(AOR:2.42,95%CI:1.20-4.89)和转移(AOR:1.98,95%CI:1.29-3.06 )与住院的几率有关。规定的阿片类药物数量与住院数量强烈相关(ρ相关= 0.74)。在研究期间,只有10.6%的患者提到了门诊姑息治疗。结论:与此队列中急诊室的一些患者和临床特征相关,包括竞争/种族,姑息治疗转诊,先进疾病的标志,以及规定的数量阿片类药物。弥补对姑息性护理的知识和服务不足的姑息治疗应该是未来研究的重点。

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