dc.identifier.uri |
https://www.repo.uni-hannover.de/handle/123456789/11008 |
|
dc.identifier.uri |
https://doi.org/10.15488/10926 |
|
dc.contributor.author |
Canali, Stefano
|
|
dc.date.accessioned |
2021-05-14T06:27:50Z |
|
dc.date.available |
2021-05-14T06:27:50Z |
|
dc.date.issued |
2020 |
|
dc.identifier.citation |
Canali, S.: Towards a Contextual Approach to Data Quality. In: Data 5 (2020), Nr. 4, 90. DOI: https://doi.org/10.3390/data5040090 |
|
dc.description.abstract |
In this commentary, I propose a framework for thinking about data quality in the context of scientific research. I start by analyzing conceptualizations of quality as a property of information, evidence and data and reviewing research in the philosophy of information, the philosophy of science and the philosophy of biomedicine. I identify a push for purpose dependency as one of the main results of this review. On this basis, I present a contextual approach to data quality in scientific research, whereby the quality of a dataset is dependent on the context of use of the dataset as much as the dataset itself. I exemplify the approach by discussing current critiques and debates of scientific quality, thus showcasing how data quality can be approached contextually. |
eng |
dc.language.iso |
eng |
|
dc.publisher |
Basel : MDPI |
|
dc.relation.ispartofseries |
Data 5 (2020), Nr. 4 |
|
dc.rights |
CC BY 4.0 Unported |
|
dc.rights.uri |
https://creativecommons.org/licenses/by/4.0/ |
|
dc.subject |
research data management |
eng |
dc.subject |
scientific epistemology |
eng |
dc.subject |
data quality |
eng |
dc.subject |
FAIR |
eng |
dc.subject |
reproducibility crisis |
eng |
dc.subject.ddc |
600 | Technik
|
ger |
dc.subject.ddc |
004 | Informatik
|
ger |
dc.title |
Towards a Contextual Approach to Data Quality |
|
dc.type |
Article |
|
dc.type |
Text |
|
dc.relation.essn |
2306-5729 |
|
dc.relation.doi |
https://doi.org/10.3390/data5040090 |
|
dc.bibliographicCitation.issue |
4 |
|
dc.bibliographicCitation.volume |
5 |
|
dc.bibliographicCitation.firstPage |
90 |
|
dc.description.version |
publishedVersion |
|
tib.accessRights |
frei zug�nglich |
|