The HSP Citations Database
The citations in the HSP Citations Database were gathered at the start of HSP's Project III: Statistical Disclosure Control: Best Practices and Tools for the Social Sciences. The resources in the database constituted a review of available information on disclosure limitation practices, including the practices of the United States statistical agencies, and the contexts in which different practices were employed.
As more literature is produced about statistical disclosure in the social sciences, relevant citations are being added to this database. This includes publications now being produced by the four HSP projects. They can be found by clicking on the Browse by Subject term: HSP Project-Authored Publications.
The following input box searches Author, Title, Publisher, Department, and Organization fields. The advanced search enables you to search additional fields.
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The resources cited in this database can be browsed by the following subject keywords. The articles, reports, books, and other resources cover many issues encountered in human subjects disclosure in social science research data. These keywords sort them into broad groups for easier access by those new to the subject.
- Confidentiality
- Nearly all the citations in this database deal with issues of confidentiality and privacy within public-use social science microdata. The keyword is used specifically for resources that discuss the issue of confidentiality, itself, in detail.
- Disclosure Limitation Techniques
- Many articles discuss the specific techniques used to combat the potential disclosure of private information about research subjects. These can include inference control, data restriction, theories, algorithms, and artificial intelligence, in addition to statistical methods and the best practices for employing them.
- Disclosure Policy
- This term refers to privacy policies that are set by entities that create and/or disseminate public-use microdata.
- Disclosure Risk
- This term refers to the risk of releasing data that is vulnerable to identity or attribute disclosure, often weighed against potential loss of data utility. Articles with this keyword highlight risk in specific settings, and often discuss confidentiality measures, risk assessment and risk modeling.
- Geospatial Data
- Some articles with this keyword discuss implications for disclosure in geospatial data, and a few discuss possible solutions.
- HSP Project-Authored Publication
- This term indicates that the publication was produced by one or more of the PIs connected with the Human Subject Protection and Disclosure Risk Analysis (HSP) projects, and the publication's content is a direct result of the research conducted under HSP.
- Legislation
- This term relates to privacy policies created by national governments.
- Statistical Agencies
- Some authors are affiliated with national statistical agency(s), or have written about disclosure issues in census data collected by such agencies.
- Other
- These citations are for works that are bibliographies of other citations, manuals for computer programs, methodology documentation for studies, etc.
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