• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

限制药物覆盖范围的政策可能会导致药物暴露在药物流行病学研究中出现大量错误分类。

Restrictive drug coverage policies can induce substantial drug exposure misclassification in pharmacoepidemiologic studies.

机构信息

School of Public Health, University of Alberta, Edmonton, Alberta, Canada.

出版信息

Clin Ther. 2012 Jun;34(6):1379-1386.e3. doi: 10.1016/j.clinthera.2012.04.009. Epub 2012 May 2.

DOI:10.1016/j.clinthera.2012.04.009
PMID:22554975
Abstract

BACKGROUND

Drugs reimbursed through a single-party payer such as health maintenance organizations or provincial governments are generally captured in administrative data if they have full-benefit status on that payer's formulary. However, drugs subject to restrictive drug coverage policies are often not fully captured if patients receive these drugs through mechanisms other than the single-payer formulary.

OBJECTIVE

The goal of this study was to estimate the association between restrictive drug coverage and drug exposure misclassification across the Canadian provinces of Manitoba and Saskatchewan, which provide universal coverage for formulary-approved drugs to all citizens regardless of age or socioeconomic status.

METHODS

Monthly dispensations were compared for 75 drugs between 2005 and 2008 from Canada's National Prescription Drug Utilization System database, which captures provincial drug formulary claims only, versus the IMS Brogan CompuScript Database, which captures all drug dispensations irrespective of formulary status. The association between restrictive drug coverage and drug exposure misclassification was measured using generalized estimating equations and multivariable adjustment.

RESULTS

On average, 84% of monthly retail drug dispensations were captured by provincial claims data: 100% of monthly dispensations were captured for drugs with full-benefit status but only 61% of dispensations for drugs with restrictive drug coverage (adjusted risk ratio = 0.65 [95% confidence interval, 0.56-0.75]). The direction and magnitude of the potential misclassification bias between full-benefit and restricted policy drugs were consistent across all drug classes examined: acid-reducing drugs (97% vs 66%), analgesics (89% vs 64%), central nervous system drugs (103% vs 61%), cardiovascular drugs (100% vs 57%), diabetes drugs (98% vs 61%), osteoporosis drugs (96% vs 57%), and respiratory drugs (112% vs 60%).

CONCLUSIONS

Drugs subject to restrictive coverage policies are substantially under-captured in administrative databases, leading to potential drug exposure misclassification in pharmacoepidemiologic studies relying on administrative databases. Pharmacoepidemiologic studies should clearly describe whether evaluated drugs are available as full benefits or subject to restrictive coverage policies and the potential impact on their results.

摘要

背景

在单一付款方(如健康维护组织或省政府)下报销的药物,如果在该付款方的处方集上具有全福利状态,通常会在行政数据中捕获。然而,如果患者通过单一付款方处方集以外的机制获得这些药物,那么通常无法完全捕获受限制药物覆盖政策约束的药物。

目的

本研究的目的是评估在提供处方批准药物全民覆盖的加拿大马尼托巴省和萨斯喀彻温省,限制药物覆盖与药物暴露错误分类之间的关联,无论年龄或社会经济地位如何。

方法

比较了 2005 年至 2008 年期间来自加拿大国家处方药物利用系统数据库的 75 种药物的每月配药情况,该数据库仅捕获省级药物处方集的索赔,而 IMS Brogan CompuScript 数据库则捕获所有药物配药情况,无论处方集状态如何。使用广义估计方程和多变量调整来衡量限制药物覆盖与药物暴露错误分类之间的关联。

结果

平均而言,84%的月度零售药物配药由省级索赔数据捕获:100%的月度配药由具有全福利状态的药物捕获,但仅 61%的具有限制药物覆盖的药物配药(调整后的风险比=0.65[95%置信区间,0.56-0.75])。在所有检查的药物类别中,全福利和受限政策药物之间潜在的错误分类偏差的方向和程度是一致的:酸还原药物(97%对 66%)、镇痛药(89%对 64%)、中枢神经系统药物(103%对 61%)、心血管药物(100%对 57%)、糖尿病药物(98%对 61%)、骨质疏松症药物(96%对 57%)和呼吸药物(112%对 60%)。

结论

受限制覆盖政策约束的药物在行政数据库中大量未被捕获,导致依赖行政数据库的药物流行病学研究中存在潜在的药物暴露错误分类。药物流行病学研究应明确描述评估药物是否作为全福利或受限制覆盖政策提供,以及对其结果的潜在影响。

相似文献

1
Restrictive drug coverage policies can induce substantial drug exposure misclassification in pharmacoepidemiologic studies.限制药物覆盖范围的政策可能会导致药物暴露在药物流行病学研究中出现大量错误分类。
Clin Ther. 2012 Jun;34(6):1379-1386.e3. doi: 10.1016/j.clinthera.2012.04.009. Epub 2012 May 2.
2
Quantifying the impact of drug exposure misclassification due to restrictive drug coverage in administrative databases: a simulation cohort study.量化由于行政数据库中药物覆盖范围受限导致药物暴露分类错误的影响:一项模拟队列研究。
Value Health. 2012 Jan;15(1):191-7. doi: 10.1016/j.jval.2011.08.005. Epub 2011 Oct 19.
3
Insurance coverage and the treatment of mental illness: effect on medication and provider use.保险覆盖范围与精神疾病治疗:对药物使用和医疗服务提供者利用的影响。
J Ment Health Policy Econ. 2008 Dec;11(4):177-99.
4
Restrictive reimbursement policies: bias implications for claims-based drug safety studies.限制性报销政策:对基于索赔的药物安全性研究的偏倚影响
Drug Saf. 2014 Oct;37(10):771-6. doi: 10.1007/s40264-014-0220-5.
5
The effects of coxib formulary restrictions on analgesic use and cost: regional evidence from Canada.昔布类药物处方限制对镇痛药物使用及成本的影响:来自加拿大的地区性证据
Health Policy. 2007 Nov;84(1):1-13. doi: 10.1016/j.healthpol.2007.04.010. Epub 2007 Jun 13.
6
Socioeconomic status, access to health care, and outcomes after acute myocardial infarction in Canada's universal health care system.加拿大全民医疗保健系统中的社会经济地位、医疗保健可及性与急性心肌梗死后的结局
Med Care. 2007 Jul;45(7):638-46. doi: 10.1097/MLR.0b013e3180536779.
7
Health insurance coverage is the single most prominent socioeconomic factor associated with cardiovascular drug delivery in the French population.健康保险覆盖范围是与法国人群心血管药物治疗最显著相关的单一社会经济因素。
J Hypertens. 2012 Mar;30(3):617-23. doi: 10.1097/HJH.0b013e32834f0b9f.
8
Limited impact of drug exposure misclassification from non-benefit thiazolidinedione drug use on mortality and hospitalizations from Saskatchewan, Canada: a cohort study.加拿大萨斯喀彻温省非受益性噻唑烷二酮类药物使用导致的药物暴露错误分类对死亡率和住院率的影响有限:一项队列研究
Clin Ther. 2015 Mar 1;37(3):629-42. doi: 10.1016/j.clinthera.2014.12.014. Epub 2015 Jan 14.
9
Impact of restrictive prescription plans on heart failure medication use.限制性处方计划对心力衰竭药物使用的影响。
Circ Cardiovasc Qual Outcomes. 2009 Sep;2(5):484-90. doi: 10.1161/CIRCOUTCOMES.108.804351. Epub 2009 Sep 1.
10
Do drug formulary policies reflect evidence of value?药品处方集政策是否反映了价值证据?
Am J Manag Care. 2006 Jan;12(1):30-6.

引用本文的文献

1
Bias in pharmacoepidemiologic studies using secondary health care databases: a scoping review.利用二级医疗保健数据库进行药物流行病学研究中的偏倚:范围综述。
BMC Med Res Methodol. 2019 Mar 11;19(1):53. doi: 10.1186/s12874-019-0695-y.
2
Denosumab and breast cancer risk in postmenopausal women: a population-based cohort study.地舒单抗与绝经后妇女乳腺癌风险:基于人群的队列研究。
Br J Cancer. 2018 Nov;119(11):1421-1427. doi: 10.1038/s41416-018-0225-4. Epub 2018 Nov 13.
3
Low-Cost Generic Program Use by Medicare Beneficiaries: Implications for Medication Exposure Misclassification in Administrative Claims Data.
医疗保险受益人的低成本通用药物计划使用:对行政索赔数据中药物暴露错误分类的影响。
J Manag Care Spec Pharm. 2016 Jun;22(6):741-51. doi: 10.18553/jmcp.2016.22.6.741.
4
Prevalence of Low-Cost Generic Program Use in a Nationally Representative Cohort of Privately Insured Adults.在全国代表性的私人保险成年人队列中,低成本通用药物方案使用的流行率。
J Manag Care Spec Pharm. 2015 Dec;21(12):1162-70. doi: 10.18553/jmcp.2015.21.12.1162.
5
Confounding by drug formulary restriction in pharmacoepidemiologic research.药物流行病学研究中药物处方集限制导致的混杂因素
Pharmacoepidemiol Drug Saf. 2016 Mar;25(3):278-86. doi: 10.1002/pds.3923. Epub 2015 Dec 9.
6
Uptake and characteristics of zoledronic acid and denosumab patients and physicians in Ontario, Canada: impact of drug formulary access.加拿大安大略省唑来膦酸和地诺单抗患者及医生的使用情况和特征:药物处方获取的影响
Osteoporos Int. 2015 May;26(5):1525-33. doi: 10.1007/s00198-014-3023-8. Epub 2015 Jan 21.
7
Restrictive reimbursement policies: bias implications for claims-based drug safety studies.限制性报销政策:对基于索赔的药物安全性研究的偏倚影响
Drug Saf. 2014 Oct;37(10):771-6. doi: 10.1007/s40264-014-0220-5.