Examining Disclosure Risk and Data Utility: An Administrative Data Case Study
The plethora of new data sources, combined with a growing interest in increased access to previously unpublished data, poses a set of ethical challenges regarding individual privacy. This paper sets out one aspect of those challenges: the need to anonymise data in such a form that protects the priv...
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Format: | Article |
Language: | English |
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University of Edinburgh
2014-05-01
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Series: | International Journal of Digital Curation |
Online Access: | https://129.215.67.1/ijdc/article/view/297 |
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author | Michael Comerford |
author_facet | Michael Comerford |
author_sort | Michael Comerford |
collection | DOAJ |
description | The plethora of new data sources, combined with a growing interest in increased access to previously unpublished data, poses a set of ethical challenges regarding individual privacy. This paper sets out one aspect of those challenges: the need to anonymise data in such a form that protects the privacy of individuals while providing sufficient data utility for data users. This issue is discussed using a case study of Scottish Government’s administrative data, in which disclosure risk is examined and data utility is assessed using a potential ‘real-world’ analysis.
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first_indexed | 2024-03-08T23:58:28Z |
format | Article |
id | doaj.art-32695b05c43f47229dce7377ed0c1fbe |
institution | Directory Open Access Journal |
issn | 1746-8256 |
language | English |
last_indexed | 2024-03-08T23:58:28Z |
publishDate | 2014-05-01 |
publisher | University of Edinburgh |
record_format | Article |
series | International Journal of Digital Curation |
spelling | doaj.art-32695b05c43f47229dce7377ed0c1fbe2023-12-12T23:51:53ZengUniversity of EdinburghInternational Journal of Digital Curation1746-82562014-05-0191Examining Disclosure Risk and Data Utility: An Administrative Data Case StudyMichael Comerford The plethora of new data sources, combined with a growing interest in increased access to previously unpublished data, poses a set of ethical challenges regarding individual privacy. This paper sets out one aspect of those challenges: the need to anonymise data in such a form that protects the privacy of individuals while providing sufficient data utility for data users. This issue is discussed using a case study of Scottish Government’s administrative data, in which disclosure risk is examined and data utility is assessed using a potential ‘real-world’ analysis. https://129.215.67.1/ijdc/article/view/297 |
spellingShingle | Michael Comerford Examining Disclosure Risk and Data Utility: An Administrative Data Case Study International Journal of Digital Curation |
title | Examining Disclosure Risk and Data Utility: An Administrative Data Case Study |
title_full | Examining Disclosure Risk and Data Utility: An Administrative Data Case Study |
title_fullStr | Examining Disclosure Risk and Data Utility: An Administrative Data Case Study |
title_full_unstemmed | Examining Disclosure Risk and Data Utility: An Administrative Data Case Study |
title_short | Examining Disclosure Risk and Data Utility: An Administrative Data Case Study |
title_sort | examining disclosure risk and data utility an administrative data case study |
url | https://129.215.67.1/ijdc/article/view/297 |
work_keys_str_mv | AT michaelcomerford examiningdisclosureriskanddatautilityanadministrativedatacasestudy |