Cheetham T Craig, Niu Fang, Green Kelley, Scott Ronald D, Derose Stephen F, Vansomphone Southida S, Shin Janet, Tunceli Kaan, Reynolds Kristi
Kaiser Permanente Southern California, Pharmacy Analytical Services, 12254 Bellflower Blvd., Downey, CA 90242, USA.
J Manag Care Pharm. 2013 Jun;19(5):367-73. doi: 10.18553/jmcp.2013.19.5.367.
Primary nonadherence to a medication occurs when a drug is prescribed but the patient fails to pick the prescription up from the pharmacy. Managed care organizations that provide integrated care using electronic medical records (EMR) are an ideal setting to study primary nonadherence.
To identify patient and provider characteristics that are significantly associated with primary nonadherence to statin medications compared with a population of patients who picked up their first statin order.
This was a retrospective cohort study of patients with a new statin prescription. Patients with a new order for a statin prescription between December 1, 2009, and February 28, 2010, were eligible. A statin order was considered new if the patient had no statin prescriptions in the previous 12 months. Study participants were 24 years and older with 12 months of continuous membership prior to the statin order. Patients were defined as primary nonadherent if they did not pick up their new prescription within 90 days. Descriptive and multivariate (conditional logistic regression) analyses of patients who did and did not pick up their new statin prescriptions were performed using demographic and socioeconomic information, health care utilization, health conditions, medical benefits, and prescriber characteristics.
A total of 19,826 patients with a new statin order that met all of the inclusion and exclusion criteria was identified. Of these, 3,049 patients (15.4%) did not pick up their statin prescriptions within 90 days of the order date. Primary nonadherent patients tended to be younger (55 vs. 57 years, P less than 0.001) and healthier, with fewer comorbid conditions (Charlson Comorbidity Index ≥ 1, 42.2% vs. 52.3%, P less than 0.001), lower rates of hospitalizations (7.2% vs. 12.0%, P less than 0.001), fewer concurrent prescriptions (3 vs. 4, P less than 0.001) and fewer clinic (4 vs. 5, P less than 0.001) and emergency department visits (18.2% vs. 24.6%, P less than 0.001) in the prior year than adherent patients. Although the multivariate model agreed well with the observed data, the characteristics included had a poor ability to predict primary nonadherence (c-statistic = 0.603).
Primary nonadherence has been recognized as a significant problem for many years, and electronic health records are allowing researchers to investigate the extent of the problem. In this study, almost 1 in 6 patients (15.4%) failed to pick up their new statin order within 90 days. However, clinical and demographic information available in electronic health care data may not be useful in predicting primary nonadherence. New methods and interventions need to be developed to improve primary adherence.
当药物已开具处方,但患者未从药房取药时,即发生原发性药物不依从。使用电子病历(EMR)提供综合护理的管理式医疗组织是研究原发性药物不依从的理想场所。
与领取首张他汀类药物处方的患者群体相比,确定与原发性他汀类药物不依从显著相关的患者和提供者特征。
这是一项针对新开具他汀类药物处方患者的回顾性队列研究。2009年12月1日至2010年2月28日期间新开具他汀类药物处方的患者符合条件。如果患者在过去12个月内没有他汀类药物处方,则该他汀类药物处方被视为新处方。研究参与者年龄在24岁及以上,在开具他汀类药物处方前连续参保12个月。如果患者在90天内未领取新处方,则被定义为原发性不依从。使用人口统计学和社会经济信息、医疗保健利用情况、健康状况、医疗福利和开处方者特征,对领取和未领取新他汀类药物处方的患者进行描述性和多变量(条件逻辑回归)分析。
共确定了19826例符合所有纳入和排除标准的新开具他汀类药物处方的患者。其中,3049例患者(15.4%)在处方日期后的90天内未领取他汀类药物处方。原发性不依从患者往往更年轻(55岁对57岁,P<0.001)且更健康,合并症较少(Charlson合并症指数≥1,42.2%对52.3%,P<0.001),住院率较低(7.2%对12.0%,P<0.001),同时开具的处方较少(3张对4张,P<0.001),前一年的门诊(4次对5次,P<0.001)和急诊科就诊次数较少(18.2%对24.6%,P<0.001)。尽管多变量模型与观察数据吻合良好,但所纳入的特征预测原发性不依从的能力较差(c统计量=0.603)。
多年来,原发性不依从一直被认为是一个重大问题,电子健康记录使研究人员能够调查该问题的严重程度。在本研究中,近六分之一的患者(15.4%)在90天内未领取新的他汀类药物处方。然而,电子医疗保健数据中可用的临床和人口统计学信息可能无助于预测原发性不依从。需要开发新的方法和干预措施来提高原发性依从性。