2021
DOI: 10.1093/jamia/ocab259
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Supporting research, protecting data: one institution’s approach to clinical data warehouse governance

Abstract: Institutions must decide how to manage the use of clinical data to support research while ensuring appropriate protections are in place. Questions about data use and sharing often go beyond what the Health Insurance Portability and Accountability Act of 1996 (HIPAA) considers. In this article, we describe our institution’s governance model and approach. Common questions we consider include (1) Is a request limited to the minimum data necessary to carry the research forward? (2) What plans are there for sharing… Show more

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Cited by 8 publications
(5 citation statements)
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“…Data providers' environments, architectures, and strategies affect cohort selection. Recent papers (1,13,(16)(17)(18)36) describe different approaches for leveraging research data warehouses, data marts, and repositories for research. Before developing our Researcher Platform, we used 6 Dec. 2023 18 a combination of spreadsheets and SQL templates to select cohorts directly from our CTS data warehouse and data marts.…”
Section: Discussionmentioning
confidence: 99%
“…Data providers' environments, architectures, and strategies affect cohort selection. Recent papers (1,13,(16)(17)(18)36) describe different approaches for leveraging research data warehouses, data marts, and repositories for research. Before developing our Researcher Platform, we used 6 Dec. 2023 18 a combination of spreadsheets and SQL templates to select cohorts directly from our CTS data warehouse and data marts.…”
Section: Discussionmentioning
confidence: 99%
“…5 Also, machine learning has advanced rapidly, making true deidentification increasingly insecure. [7][8][9] Legal scholars, privacy advocates, bioethicists, and informaticians, citing privacy and consenting concerns, have called for revising HIPAA and data privacy regulations, and made varied proposals for doing so. 2 We explore ways in which data are shared and examine the ethical ramifications involving PHI exposure.…”
Section: Several Different Regulations Govern Patient Record Privacy ...mentioning
confidence: 99%
“…Additionally, the data custodian is also responsible for providing recommendations in the data collection planning process, ensuring that the generated data is both useful and relevant. The final roles within the Open Data Institute are the data stewards and producers, who are tasked with the following responsibilities: (1) Collecting, Checking, and Managing data according to ODI principles, (2) Disseminating data, metadata, reference codes, and master data on the ODI portal, (3) Assisting the data builder in fostering data producers, (4) Providing feedback on data standards, metadata, and data interoperability, (5) Generating data in accordance with ODI principles, (6) Delivering data and metadata to data custodians.…”
Section: The Structure and Policy Of One Data Indonesiamentioning
confidence: 99%
“…Various implementations of data warehouses exist in different sectors, each offering unique advantages and challenges [4]. Data warehouses store large amounts of data, enabling organizations to quickly access and analyze the information [5], [6]. This data can be employed to identify trends, understand customer behavior, and optimize processes [7].…”
Section: Introductionmentioning
confidence: 99%