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The plethora of new data sources, combined with a growing interest in increased access to previously unpublished data, poses a set of ethical challenges regarding individual privacy.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://ijdc.net/index.php/ijdc/article/view/297 |
| _version_ | 1797323945881370624 |
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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| description | The plethora of new data sources, combined with a growing interest in increased access to previously unpublished data, poses a set of ethical challenges regarding individual privacy.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 | 2024-03-08T05:35:23Z |
| format | Article |
| id | doaj.art-dbc10a1ae1e64389ae8da8dcc805513f |
| institution | Directory Open Access Journal |
| issn | 1746-8256 |
| language | English |
| last_indexed | 2024-03-08T05:35:23Z |
| publishDate | 2014-05-01 |
| publisher | University of Edinburgh |
| record_format | Article |
| series | International Journal of Digital Curation |
| spelling | doaj.art-dbc10a1ae1e64389ae8da8dcc805513f2024-02-06T00:06:45ZengUniversity 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Comerford The plethora of new data sources, combined with a growing interest in increased access to previously unpublished data, poses a set of ethical challenges regarding individual privacy.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://ijdc.net/index.php/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://ijdc.net/index.php/ijdc/article/view/297 |
| work_keys_str_mv | AT michaelcomerford examiningdisclosureriskanddatautilityanadministrativedatacasestudy |