• 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

信息丰富环境下的数据质量:以加拿大为例。

Data quality in an information-rich environment: Canada as an example.

作者信息

Roos Leslie L, Gupta Sumit, Soodeen Ruth-Ann, Jebamani Laurel

机构信息

Manitoba Centre for Health Policy, Department of Community Health Sciences, Faculty of Medicine, University of Manitoba, 4th Floor Brodie Centre, Room 408, 727 McDermot Avenue, Winnipeg, MB, R3E 3P5, Canada.

出版信息

Can J Aging. 2005 Spring;24 Suppl 1:153-70. doi: 10.1353/cja.2005.0055.

DOI:10.1353/cja.2005.0055
PMID:16080132
Abstract

This review evaluates the quality of available administrative data in the Canadian provinces, emphasizing the information needed to create integrated systems. We explicitly compare approaches to quality measurement, indicating where record linkage can and cannot substitute for more expensive record re-abstraction. Forty-nine original studies evaluating Canadian administrative data (registries, hospital abstracts, physician claims, and prescription drugs) are summarized in a structured manner. Registries, hospital abstracts, and physician files appear to be generally of satisfactory quality, though much work remains to be done. Data quality did not vary systematically among provinces. Primary data collection to check place of residence and longitudinal follow-up in provincial registries is needed. Promising initial checks of pharmaceutical data should be expanded. Because record linkage studies were ''conservative'' in reporting reliability, the reduction of time-consuming record re-abstraction appears feasible in many cases. Finally, expanding the scope of administrative data to study health, as well as health care, seems possible for some chronic conditions. The research potential of the information-rich environments being created highlights the importance of data quality.

摘要

本综述评估了加拿大各省现有行政数据的质量,重点强调了创建综合系统所需的信息。我们明确比较了质量衡量方法,指出记录链接在哪些方面可以以及不能替代更昂贵的记录重新提取。以结构化方式总结了49项评估加拿大行政数据(登记处、医院摘要、医生索赔和处方药)的原始研究。登记处、医院摘要和医生档案的质量总体上似乎令人满意,不过仍有许多工作要做。各省之间的数据质量没有系统性差异。需要进行原始数据收集以核查省级登记处的居住地和纵向随访情况。应扩大对药品数据进行的有前景的初步核查。由于记录链接研究在报告可靠性方面较为“保守”,在许多情况下减少耗时的记录重新提取似乎是可行的。最后,对于某些慢性病,扩大行政数据用于研究健康以及医疗保健的范围似乎是可能的。正在创建的信息丰富环境的研究潜力凸显了数据质量的重要性。

相似文献

1
Data quality in an information-rich environment: Canada as an example.信息丰富环境下的数据质量:以加拿大为例。
Can J Aging. 2005 Spring;24 Suppl 1:153-70. doi: 10.1353/cja.2005.0055.
2
Assessing the concordance of trauma registry data and hospital records.评估创伤登记数据与医院记录的一致性。
Health Inf Manag. 2005;34(1):3-7. doi: 10.1177/183335830503400103.
3
Registries and administrative data: organization and accuracy.登记处与行政数据:组织架构与准确性
Med Care. 1993 Mar;31(3):201-12. doi: 10.1097/00005650-199303000-00002.
4
Two approaches to linking census and hospital data.两种连接人口普查和医院数据的方法。
Health Rep. 2014 Oct;25(10):3-14.
5
From health research to social research: privacy, methods, approaches.从健康研究到社会研究:隐私、方法与途径
Soc Sci Med. 2008 Jan;66(1):117-29. doi: 10.1016/j.socscimed.2007.08.017. Epub 2007 Oct 4.
6
Access to linked administrative healthcare utilization data for pharmacoepidemiology and pharmacoeconomics research in Canada: anti-viral drugs as an example.获取加拿大药物流行病学和药物经济学研究的相关行政医疗利用数据:以抗病毒药物为例。
Pharmacoepidemiol Drug Saf. 2009 Nov;18(11):1072-9. doi: 10.1002/pds.1822.
7
A comparison of ambulatory Medicaid claims to medical records: a reliability assessment.门诊医疗补助申请与病历的比较:可靠性评估
Am J Med Qual. 1998 Summer;13(2):63-9. doi: 10.1177/106286069801300203.
8
Lack of agreement in pediatric emergency department discharge diagnoses from clinical and administrative data sources.儿科急诊科临床和管理数据源出院诊断结果不一致。
Acad Emerg Med. 2007 Jul;14(7):646-52. doi: 10.1197/j.aem.2007.03.1357. Epub 2007 Jun 6.
9
Using data linkage to report surgical treatment of breast cancer in Canada.利用数据链接报告加拿大乳腺癌的手术治疗情况。
Health Rep. 2018 Aug 15;29(8):3-8.
10
Policy analysis in an information-rich environment.信息丰富环境下的政策分析。
Soc Sci Med. 2004 Jun;58(11):2231-41. doi: 10.1016/j.socscimed.2003.08.008.

引用本文的文献

1
Birth and Early Childhood Outcomes in Families Receiving an Unconditional Prenatal Cash Benefit.接受无条件产前现金福利家庭的出生及幼儿期结局
JAMA Netw Open. 2025 Aug 1;8(8):e2526996. doi: 10.1001/jamanetworkopen.2025.26996.
2
Impact of discontinuation of lactation consultant program on early infant feeding in Manitoba.停止泌乳顾问项目对曼尼托巴省婴儿早期喂养的影响。
Int Breastfeed J. 2025 May 26;20(1):42. doi: 10.1186/s13006-025-00737-1.
3
Longitudinal study examining the relationship between physical activity and psychiatric hospitalizations in canadian adolescents and young adults utilizing record linkage.
一项纵向研究,利用记录链接技术考察加拿大青少年和青年中身体活动与精神病住院治疗之间的关系。
Sci Rep. 2024 Dec 5;14(1):30281. doi: 10.1038/s41598-024-81273-6.
4
Investigation of treatment delay in a complex healthcare process using physician insurance claims data: an application to symptomatic carotid artery stenosis.利用医师保险理赔数据调查复杂医疗过程中的治疗延迟:以症状性颈动脉狭窄为例。
BMC Health Serv Res. 2024 Nov 29;24(1):1507. doi: 10.1186/s12913-024-11860-w.
5
Administrative Data Is Insufficient to Identify Near-Future Critical Illness: A Population-Based Retrospective Cohort Study.行政数据不足以识别近期危重病:一项基于人群的回顾性队列研究。
Front Epidemiol. 2022 Jul 25;2:944216. doi: 10.3389/fepid.2022.944216. eCollection 2022.
6
The Mental Health of First Nations Children in Manitoba: A Population-Based Retrospective Cohort Study Using Linked Administrative Data: La santé mentale des enfants des Premières Nations au Manitoba : une étude de cohorte rétrospective dans la population, à l'aide de données administratives liées.曼尼托巴省第一民族儿童的心理健康:利用关联行政数据的基于人群的回顾性队列研究:La santé mentale des enfants des Premières Nations au Manitoba : une étude de cohorte rétrospective dans la population, à l'aide de données administratives liées.
Can J Psychiatry. 2024 Jun;69(6):404-414. doi: 10.1177/07067437241226998. Epub 2024 Feb 11.
7
Prescription ranitidine use and population exposure in 6 Canadian provinces, 1996 to 2019: a serial cross-sectional analysis.1996年至2019年加拿大6个省份雷尼替丁的处方使用情况及人群暴露情况:一项系列横断面分析
CMAJ Open. 2023 Nov 7;11(6):E1033-E1040. doi: 10.9778/cmajo.20220131. Print 2023 Nov-Dec.
8
Comparison of socio-economic determinants of COVID-19 testing and positivity in Canada: A multi-provincial analysis.比较加拿大 COVID-19 检测和阳性率的社会经济决定因素:一项多省分析。
PLoS One. 2023 Aug 23;18(8):e0289292. doi: 10.1371/journal.pone.0289292. eCollection 2023.
9
Tolerability of bedtime diuretics: a prospective cohort analysis.睡前利尿剂的耐受性:一项前瞻性队列分析。
BMJ Open. 2023 Jun 6;13(6):e068188. doi: 10.1136/bmjopen-2022-068188.
10
Unwinding the tangle of adolescent pregnancy and socio-economic functioning: leveraging administrative data from Manitoba, Canada.解开青少年怀孕和社会经济功能紊乱的谜团:利用加拿大马尼托巴省的行政数据。
BMC Pregnancy Childbirth. 2023 Mar 4;23(1):140. doi: 10.1186/s12884-023-05443-6.