加拿大开放健康数据存储库中的组织、可发现性和访问方面的挑战。

Pub Date : 2021-04-02 eCollection Date: 2021-04-01 DOI:10.29173/jchla29457
Gail M Thornton, Ali Shiri
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引用次数: 1

摘要

简介:开放卫生数据为卫生保健专业人员、生物医学研究人员和普通公众提供了获取卫生数据的途径,这有可能改善卫生保健服务和政策。挑战在于创建和实现适当的元数据,即关于数据的结构化数据,以确保数据易于发现、访问和重用。本研究的目的是识别、评估和比较加拿大开放健康数据存储库的搜索、浏览和导航功能、其元数据描述实践的丰富性以及基于元数据的过滤机制。方法:除了元数据元素的数量和性质外,还对基于元数据的搜索和浏览进行评估。对横跨国家、省和机构各级的六个加拿大开放卫生数据库进行了评估。使用逐字记录收集的数据使用基于2019年Dataverse North元数据最佳实践指南和2019年数据引用实施项目路线图的分析框架进行评估。结果:所有存储库都需要过滤才能访问“开放的健康数据”。所有存储库都包括用于过滤的“主题”方面,以及结果列表中的“标题”和“描述”。用例评估建议进行改进,包括高级搜索、特定于健康状况的搜索词、所有存储库的记录以及指向相关出版物的链接。讨论:“标题”和“描述”的一致使用表明一个可互操作的接口是可能的。记录中的不一致表明需要明确的、易于查找的机制来访问存储库中的元数据。该分析框架是元数据创建和实施的第一份准则草案,旨在改进加拿大开放卫生数据的组织、可发现性和访问。
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Challenges with organization, discoverability and access in Canadian open health data repositories.

Introduction: Open health data provides healthcare professionals, biomedical researchers and the general public with access to health data which has the potential to improve healthcare delivery and policy. The challenge is to create and implement appropriate metadata, or structured data about the data, to ensure that data are easy to discover, access and re-use. The goal of this study is to identify, evaluate and compare Canadian open health data repositories for their searching, browsing and navigation functionalities, the richness of their metadata description practices, and their metadata-based filtering mechanisms.

Methods: Metadata-based search and browsing was evaluated in addition to the number and nature of metadata elements. Six Canadian open health data repositories across national, provincial and institutional levels were evaluated. Data collected using verbatim text recording was evaluated using an analytical framework based on the 2019 Dataverse North Metadata Best Practices guide and 2019 Data Citation Implementation Project roadmap.

Results: All repositories required filtering to access "open health data." All repositories included 'subject' facets for filtering, and 'title' and 'description' on the Results List. Use case evaluations suggest improvements including advanced search, health-specific search terms, records for all repositories, and links to related publications.

Discussion: Consistent use of 'title' and 'description' suggests that an interoperable interface is possible. Inconsistencies in records indicate the need for explicit, easy to find mechanisms to access metadata in repositories. The analytical framework represents first draft guidelines for metadata creation and implementation to improve organization, discoverability, and access to Canadian open health data.

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