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利用电子病历-药房数据关联来评估狼疮患者的药物依从性:一项回顾性队列研究。

Using linked electronic medical record-pharmacy data to examine lupus medication adherence: A retrospective cohort study.

机构信息

Division of Rheumatology and Immunology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA.

Duke Clinical Research Institute, Duke University School of Medicine, Durham NC, USA.

出版信息

Lupus. 2024 Oct;33(12):1299-1305. doi: 10.1177/09612033241280695. Epub 2024 Sep 3.

DOI:10.1177/09612033241280695
PMID:39226468
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11427133/
Abstract

INTRODUCTION

Medication nonadherence is common in systemic lupus erythematosus (SLE) and associated with morbidity and mortality. We explored the reliability of pharmacy data within the electronic medical record (EMR) to examine factors associated with nonadherence to SLE medications.

METHODS

We included patients with SLE who were prescribed ≥1 SLE medication for ≥90 days. We compared two datasets of pharmacy fill data, one within the EMR and another from the vendor who obtained this information from pharmacies and prescription benefit managers. Adherence was defined by medication possession ratio (MPR) ≥80%. In addition to MPR for each SLE medication, we evaluated the weighted-average MPR and the proportion of patients adherent to ≥1 SLE medication and to all SLE medications. We used logistic regression to examine factors associated with adherence.

RESULTS

Among 181 patients (median age 36, 96% female, 58% Black), 98% were prescribed hydroxychloroquine, 34% azathioprine, 33% mycophenolate, 18% methotrexate, and 7% belimumab. Among 1276 pharmacy records, 74% overlapped between linked EMR-pharmacy data and data obtained directly from the vendor. Only 9% were available from the vendor but not through linked EMR-pharmacy data. The weighted-average MPR was 57%; 45% were adherent to hydroxychloroquine, 46% to ≥1 SLE medication, and 32% to all SLE medications. Older age was associated with adherence in univariable and multivariable analyses.

DISCUSSION

Our study showed that obtaining linked EMR-pharmacy data is feasible with minimal missing data and can be leveraged in future adherence research. Younger patients were more likely to be nonadherent and may benefit from targeted intervention.

摘要

简介

在系统性红斑狼疮(SLE)中,药物治疗不依从是很常见的,并且与发病率和死亡率有关。我们探索了电子病历(EMR)中药物记录的可靠性,以研究与 SLE 药物不依从相关的因素。

方法

我们纳入了至少服用 1 种 SLE 药物且服药时间超过 90 天的 SLE 患者。我们比较了 EMR 内的药物填充数据和从药店和处方福利经理处获取信息的供应商的另一个药物填充数据。药物依从性通过药物使用比例(MPR)≥80%来定义。除了每种 SLE 药物的 MPR 之外,我们还评估了加权平均 MPR 和至少服用 1 种 SLE 药物及所有 SLE 药物的患者比例。我们使用逻辑回归来研究与依从性相关的因素。

结果

在 181 名患者中(中位年龄 36 岁,96%为女性,58%为黑人),98%的患者服用羟氯喹,34%的患者服用硫唑嘌呤,33%的患者服用霉酚酸酯,18%的患者服用甲氨蝶呤,7%的患者服用贝利尤单抗。在 1276 份药物记录中,74%的记录在 EMR 链接药物数据和从供应商直接获得的数据中是重叠的。只有 9%的数据可以从供应商处获得,但不能通过 EMR 链接药物数据获得。加权平均 MPR 为 57%;45%的患者对羟氯喹依从,46%的患者对至少 1 种 SLE 药物依从,32%的患者对所有 SLE 药物依从。单变量和多变量分析显示,年龄较大与依从性相关。

讨论

我们的研究表明,通过最小的缺失数据获取 EMR 链接药物数据是可行的,并且可以在未来的依从性研究中加以利用。年轻患者更有可能不依从,可能需要针对性的干预。

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本文引用的文献

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Pilot Intervention to Improve Medication Adherence Among Patients With Systemic Lupus Erythematosus Using Pharmacy Refill Data.利用药房 refill 数据进行干预以改善系统性红斑狼疮患者的用药依从性:一项先导研究。
Arthritis Care Res (Hoboken). 2023 Mar;75(3):550-558. doi: 10.1002/acr.24806. Epub 2022 Nov 11.
2
Validation of EHR medication fill data obtained through electronic linkage with pharmacies.通过与药店的电子链接获取的 EHR 用药记录数据的验证。
J Manag Care Spec Pharm. 2021 Oct;27(10):1482-1487. doi: 10.18553/jmcp.2021.27.10.1482.
3
Medication adherence is influenced by resilience in patients with systemic lupus erythematosus.药物依从性受系统性红斑狼疮患者韧性的影响。
Lupus. 2021 Jun;30(7):1051-1057. doi: 10.1177/09612033211004722. Epub 2021 Apr 1.
4
Barriers to Taking Medications for Systemic Lupus Erythematosus: A Qualitative Study of Racial Minority Patients, Lupus Providers, and Clinic Staff.系统性红斑狼疮患者服药障碍的定性研究:对少数族裔患者、狼疮提供者和临床工作人员的研究。
Arthritis Care Res (Hoboken). 2022 Sep;74(9):1459-1467. doi: 10.1002/acr.24591. Epub 2022 Jun 1.
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Untangling the complexity of medication adherence in SLE.理清系统性红斑狼疮患者药物依从性的复杂性。
Nat Rev Rheumatol. 2020 Nov;16(11):605-606. doi: 10.1038/s41584-020-0490-5.
6
Access and Cost-Related Nonadherence to Prescription Medications Among Lupus Patients and Controls: The Michigan Lupus Epidemiology and Surveillance Program.狼疮患者和对照者中与获取和费用相关的处方药不依从性:密歇根狼疮流行病学和监测计划。
Arthritis Care Res (Hoboken). 2021 Nov;73(11):1561-1567. doi: 10.1002/acr.24397. Epub 2021 Sep 24.
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Racial Disparities in Medication Adherence between African American and Caucasian Patients With Systemic Lupus Erythematosus and Their Associated Factors.非裔美国人和白人系统性红斑狼疮患者在药物依从性方面的种族差异及其相关因素。
ACR Open Rheumatol. 2020 Jul;2(7):430-437. doi: 10.1002/acr2.11160. Epub 2020 Jun 25.
8
An overview of the common methods used to measure treatment adherence.用于衡量治疗依从性的常用方法概述。
Med Pharm Rep. 2019 Apr;92(2):117-122. doi: 10.15386/mpr-1201. Epub 2019 Apr 25.
9
Understanding Nonadherence with Hydroxychloroquine Therapy in Systemic Lupus Erythematosus.理解系统性红斑狼疮患者羟氯喹治疗的不依从性。
J Rheumatol. 2019 Oct;46(10):1309-1315. doi: 10.3899/jrheum.180946. Epub 2019 Feb 1.
10
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