1 Department of Psychiatry, University of Texas (UT) Southwestern Medical Center , Dallas, Texas.
2 Department of Clinical Services, University of Texas (UT) Southwestern Medical Center , Dallas, Texas.
J Palliat Med. 2019 Jan;22(1):80-83. doi: 10.1089/jpm.2018.0202. Epub 2018 Sep 28.
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.
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.
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.
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.
本研究旨在检查在一个安全网医院系统中,一组乳腺癌、肺癌和结直肠癌患者的可用患者和临床特征与医疗保健利用之间的关联。
从电子病历(EMR)中提取了 2010 年一年内在一家大型城市医院住院的 979 名乳腺癌、肺癌和结直肠癌患者的数据。进行单变量和多变量逻辑回归分析,以检查能够从 EMR 离散字段中捕获的相关独立变量与队列成员的急诊室(ER)利用和住院之间的关联。还计算了非甾体抗炎药和阿片类药物处方与医疗保健利用之间的斯皮尔曼相关系数,以检验相关性。
在 979 名患者中,22%的患者年龄在 65 岁及以上,43%是非西班牙裔黑人,42%有医疗保险,56%患有结直肠癌。与 ER 利用增加相关的患者和临床特征包括西班牙裔种族(调整后的优势比;AOR:2.21,95%置信区间;CI:1.52-3.21)、非西班牙裔黑人种族(AOR:2.01,95%CI:1.43-2.82)和姑息治疗转诊(AOR:2.15,95%CI:1.36-3.41)。姑息治疗转诊(AOR:3.84,95%CI:1.47-10.0)、低白蛋白(AOR:2.42,95%CI:1.20-4.89)和转移存在(AOR:1.98,95%CI:1.29-3.06)与住院几率增加相关。开的阿片类药物数量与住院次数强烈相关(ρ 相关系数=0.74)。在研究期间,只有 10.6%的患者被转介到门诊姑息治疗。
在该队列中,一些与急诊就诊和住院增加相关的患者和临床特征包括种族/民族、姑息治疗转诊、晚期疾病标志物和开具的阿片类药物数量。增加对姑息治疗的认识和为服务不足的人群提供姑息治疗应该是未来研究的重点。