Department of Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe St, Meyer 8-134P, Baltimore, MD, 21287, USA.
Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Drugs Aging. 2020 Jan;37(1):57-65. doi: 10.1007/s40266-019-00726-0.
Polypharmacy in older patients increases the risk of medication-related adverse events and can be a marker of unnecessary care.
The aim of this study was to describe the frequency of polypharmacy among patients 65 years of age or older and identify factors associated with the occurrence of patient-level and physician-level polypharmacy.
We performed a cross-sectional analysis of 100% Medicare claims data from January 1, 2016 to December 31, 2016. All patients with continuous Medicare coverage (Parts A, B, and D) throughout 2016 who were 65 years of age or older and who were prescribed at least one medication for at least 30 days were included in the analysis. Each patient was attributed to the primary care physician who prescribed them the most medications. Physicians treating fewer than ten patients were excluded. We defined polypharmacy based on the highest number of concurrent medications at any point during the year. We used hierarchical linear regression to study patient- and physician-level characteristics associated with high prescribing rates.
We identified 25,747,560 patients attributed to 147,879 primary care physicians. The patient-level mean [standard deviation (SD)] concurrent medication rate was 5.6 (3.3), and the physician-level mean (SD) was 5.6 (1.1). A total of 6108 physicians (4.1% of sample) had a mean concurrent number of medications greater than two SDs above the physician-level mean. At the patient level in the adjusted model, a history of HIV/AIDS, diabetes mellitus, solid organ transplant, and systolic heart failure were the comorbidities most strongly associated with polypharmacy. The relative difference in number of medications associated with these comorbidities were 1.89, 1.39, 1.32, and 1.06, respectively. At the physician level, increased time since medical school graduation and smaller practice size were associated with lower rates of polypharmacy.
Patterns of high prescribing to older patients is common and measurable at the physician level. Addressing high outlier prescribers may represent an opportunity to reduce avoidable harm and excessive costs.
老年患者的多种药物治疗会增加药物相关不良事件的风险,并且可能是不必要医疗的标志。
本研究旨在描述 65 岁及以上患者的多种药物治疗的频率,并确定与患者层面和医生层面多种药物治疗发生相关的因素。
我们对 2016 年 1 月 1 日至 12 月 31 日的 100%医疗保险索赔数据进行了横断面分析。所有在 2016 年期间连续享受医疗保险(A、B 和 D 部分)且至少开具一种药物处方 30 天以上的 65 岁及以上患者均纳入分析。每位患者被分配到开具最多药物的初级保健医生。未治疗少于十名患者的医生被排除在外。我们根据一年内任何时候同时开具的药物数量最多来定义多种药物治疗。我们使用分层线性回归来研究与高处方率相关的患者和医生层面的特征。
我们确定了 25747560 名患者,这些患者被分配给了 147879 名初级保健医生。患者层面的平均(标准差)同时用药率为 5.6(3.3),医生层面的平均(标准差)为 5.6(1.1)。共有 6108 名医生(占样本的 4.1%)的平均同时用药数量比医生层面的平均值高两个标准差以上。在调整后的模型中,艾滋病毒/艾滋病、糖尿病、实体器官移植和收缩性心力衰竭的病史是与多种药物治疗最密切相关的合并症。这些合并症相关的药物数量的相对差异分别为 1.89、1.39、1.32 和 1.06。在医生层面,医学院毕业时间延长和执业规模缩小与较低的多种药物治疗率相关。
向老年患者开具大量药物的模式很常见,并且可以在医生层面进行衡量。解决高处方医生的问题可能是减少可避免的伤害和过度成本的机会。