University of Houston College of Pharmacy, 1441 Moursund St., Houston, TX 77030.
J Manag Care Spec Pharm. 2014 Sep;20(9):914-9. doi: 10.18553/jmcp.2014.20.9.914.
Diabetes mellitus is associated with substantial morbidity and mortality. With the rise in prevalence of diabetes, there has been an increased need for clinical pharmacy services focused on diabetes management in ambulatory clinics. However, more data IS needed to determine the overall impact that clinical pharmacists have on preventing diabetes-related inpatient admissions and emergency department (ED) visits for patients with diabetes, especially in an underserved population.
To assess the impact of clinical pharmacy services on the change in hemoglobin A1c measurements, the number of diabetes-related hospitalizations, and the number of diabetes-related ED visits for patients with uncontrolled diabetes.
This was a retrospective study that evaluated outcomes for patients referred to a clinical pharmacist for management of diabetes, compared with patients who were not seen by a clinical pharmacist. Adult patients aged between 18 and 89 years with a diagnosis of type 1 or type 2 diabetes mellitus were identified, using the electronic medical records from CommUnityCare outpatient clinics in central Texas during the period July 1, 2007, through July 1, 2011. Patients enrolled had poor glycemic control, defined as an A1c ≥9% at baseline (index), with at least 3 visits with a clinical pharmacist or 3 visits to usual care. Patients with at least 1 year of pre-index data, 1 year of post-index follow-up, and a post-index A1c measure were included in the study. Propensity score (PS) matching was used to create a 1:1 cohort. T-tests were used to calculate results for the main outcome variables (change in A1c, change in number of diabetes-related hospitalizations, and change in number of diabetes-related ED visits). In addition, general linear models (GLM) were used to control for baseline demographic and clinical characteristics.
A total of 782 patients met inclusion criteria, 557 in the usual care (control) group and 225 in the clinical pharmacy (intervention) group. PS matching provided a 1:1 matched sample of 220 patients per cohort. When assessing the change in the number of diabetes-related hospitalizations from the pre-index year to the post-index year, patients in the control group had an increase of 8 hospitalizations (8 visits per 220 patients, mean = 0.036, SD = 0.284), while the intervention group had a decrease of 1 hospitalization (-1 visit per 220 patients, mean = -0.005, SD=0.278). Both the t-test (P = 0.06) and GLM model (P = 0.06) indicated that the difference was statistically significant. When assessing the change in the number of diabetes-related ED visits from the pre-index year to the post-index year, we found patients in the control group had an increase of 16 ED visits (16 visits per 220 patients, mean = 0.073, SD = 0.584), while the intervention group had an increase of 4 ED visits (4 visits per 220 patients, mean = -0.018, SD=0.641). Both the t-test (P = 0.18) and GLM model (P = 0.28) indicated that the difference was not statistically significant. A1c levels were reduced in the post-index period for both groups. For the control group, A1c reduction was 1.50 (from 11.17 to 9.67, SD = 2.49). For the intervention group, A1c reduction was 1.90 (from 11.09 to 9.19, SD = 2.44). Both the t-test (P = 0.04) and GLM model (P = 0.05) indicated that the A1c difference was statistically significant.
Underserved patients with baseline uncontrolled diabetes who were managed by a clinical pharmacist in the outpatient setting had a higher decrease in A1c compared with usual care. The changes in diabetes-related hospitalizations and diabetes-related ED visits were in the hypothesized direction, but the comparison for ED visits was not statistically significant.
糖尿病与大量发病率和死亡率密切相关。随着糖尿病患病率的上升,对以糖尿病管理为重点的临床药学服务在门诊诊所的需求也有所增加。然而,需要更多的数据来确定临床药师在预防糖尿病相关住院和糖尿病患者急诊就诊方面的总体影响,尤其是在服务不足的人群中。
评估临床药学服务对糖化血红蛋白测量值变化、糖尿病相关住院次数和糖尿病相关急诊就诊次数的影响,这些都是未经临床药师管理的患者。
这是一项回顾性研究,评估了在德克萨斯州中部社区护理门诊就诊的患者接受临床药师管理的糖尿病患者与未接受临床药师管理的患者的变化情况。患者年龄在 18 至 89 岁之间,被诊断患有 1 型或 2 型糖尿病,使用电子病历进行识别。在 2007 年 7 月 1 日至 2011 年 7 月 1 日期间,患者的糖化血红蛋白控制较差,基线(指数)为 A1c≥9%,至少有 3 次与临床药师的就诊或 3 次接受常规护理。至少有 1 年的预指数数据、1 年的后指数随访和后指数 A1c 测量值的患者被纳入研究。采用倾向评分(PS)匹配来创建 1:1 队列。采用 t 检验计算主要结局变量(A1c 变化、糖尿病相关住院次数变化和糖尿病相关急诊就诊次数变化)的结果。此外,还使用一般线性模型(GLM)来控制基线人口统计学和临床特征。
共有 782 名患者符合纳入标准,其中 557 名在常规护理(对照组)组,225 名在临床药学(干预组)组。PS 匹配提供了每个队列 220 名患者的 1:1 匹配样本。在评估从预指数年到后指数年的糖尿病相关住院次数变化时,对照组患者的住院次数增加了 8 次(每 220 名患者 8 次就诊,平均=0.036,标准差=0.284),而干预组的住院次数减少了 1 次(每 220 名患者减少 1 次就诊,平均=-0.005,标准差=0.278)。t 检验(P=0.06)和 GLM 模型(P=0.06)均表明差异具有统计学意义。在评估从预指数年到后指数年的糖尿病相关急诊就诊次数变化时,我们发现对照组患者的急诊就诊次数增加了 16 次(每 220 名患者 16 次就诊,平均=0.073,标准差=0.584),而干预组的急诊就诊次数增加了 4 次(每 220 名患者增加 4 次就诊,平均=-0.018,标准差=0.641)。t 检验(P=0.18)和 GLM 模型(P=0.28)均表明差异无统计学意义。两组患者的 A1c 水平在后指数期均有所降低。对照组 A1c 降低了 1.50(从 11.17 降至 9.67,标准差=2.49)。干预组 A1c 降低了 1.90(从 11.09 降至 9.19,标准差=2.44)。t 检验(P=0.04)和 GLM 模型(P=0.05)均表明 A1c 差异具有统计学意义。
在门诊环境中接受临床药师管理的基线未控制糖尿病的服务不足患者的 A1c 降低幅度高于常规护理。糖尿病相关住院和糖尿病相关急诊就诊次数的变化方向与假设一致,但急诊就诊次数的比较没有统计学意义。