Statistical Disclosure Control: Best Practices and Tools for the Social Sciences

统计披露控制：社会科学的最佳实践和工具

• 批准号: 7547124
• 负责人: Myron P. Gutmann
• 金额: $ 8.98万
• 依托单位: UNIVERSITY OF MICHIGAN AT ANN ARBOR
• 依托单位国家: 美国
• 资助国家: 美国
• 起止时间: 至
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/7547124
• 关键词: Address; Archives; Attention; Classification; Computer software; Confidentiality; Data; Decision Making; Depth; Disclosure; Documentation; Funding; Goals; Guidelines; Information Resources; Interview; Knowledge; Literature; Measures; Modeling; Myron; Phase; Pre-Par; Preparation; Publications; Publishing; Research; Research Personnel; Respondent; Risk; Risk Assessment; Sampling; Sampling Studies; Social Sciences; Structure; Surveys; Techniques; Testing; Thinking; Time; Translating; United States National Institutes of Health; Update; Variant; base; concept; practical application; research study; software development; theories; tool

Project 3: Statistical Disclosure Control: Best Practices and Tools for the Social Sciences In Project 3, we turn our attention to the practical application of statistical disclosure assessment and limitation. The ultimate goals of this project are to delineate and define best practices for disclosure limitation and to develop and test tools for applying disclosure limitation techniques. To achieve these goals we begin with a thorough synthesis of the disclosure literature and documentation (Phase 1). Next, we investigate current disclosure practices, knowledge, resources, and barriers by conducting a survey that begins with the PIs of a sample of funded NIH and NSF studies and extends to others involved in disclosure decisions for the sampled studies (Phase 2). We follow the survey with in-depth interviews of a purposive sample of survey respondents to obtain a nuanced understanding of how disclosure concepts translate into practice (Phase 3). Next, we develop best practices based on the results of Phases 1-3, integrating findings of Projects 1 and 2 (Phase 4). Finally, we develop, test, and refine tools that incorporate best practices (Phases 5 and 6).

项目 3：统计披露控制：社会科学的最佳实践和工具 在项目3中，我们将注意力转向统计披露评估和限制的实际应用。该项目的最终目标是描述和定义披露限制的最佳实践，并开发和测试应用披露限制技术的工具。为了实现这些目标，我们首先全面综合披露文献和文档（第一阶段）。接下来，我们通过开展一项调查来调查当前的披露实践、知识、资源和障碍，该调查从资助的 NIH 和 NSF 研究样本的 PI 开始，并扩展到参与样本研究披露决策的其他人（第 2 阶段）。我们对调查受访者进行有目的的抽样调查，以深入了解披露概念如何转化为实践（第 3 阶段）。接下来，我们根据第 1-3 阶段的结果制定最佳实践，整合项目 1 和 2（第 4 阶段）的发现。最后，我们开发、测试和完善包含最佳实践的工具（第 5 阶段和第 6 阶段）。