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Journal article : Review

Quality assessment of real-world data repositories across the data life cycle: a literature review

Abstract:

Objective: Data quality (DQ) must be consistently defined in context. The attributes, metadata, and context of longitudinal real-world data (RWD) have not been formalized for quality improvement across the data production and curation life cycle. We sought to complete a literature review on DQ assessment frameworks, indicators and tools for research, public health, service, and quality improvement across the data life cycle.

Materials and Methods: ...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1093/jamia/ocaa340

Authors


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Role:
Author
ORCID:
0000-0001-5989-3614
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Role:
Author
ORCID:
0000-0003-3192-7936
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Role:
Author
ORCID:
0000-0002-9912-2344
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Role:
Author
ORCID:
0000-0002-0081-2506
Publisher:
Oxford University Press
Journal:
Journal of the American Medical Informatics Association More from this journal
Volume:
28
Issue:
7
Pages:
1591-1599
Publication date:
2021-01-26
Acceptance date:
2020-12-22
DOI:
EISSN:
1527-974X
ISSN:
1067-5027
Pmid:
33496785
Language:
English
Keywords:
Subtype:
Review
Pubs id:
1159309
Local pid:
pubs:1159309
Deposit date:
2023-09-08

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