Statistical Disclosure Control: Best Practices & Tools

统计披露控制：最佳实践

• 批准号: 7004017
• 负责人: Myron P. Gutmann
• 金额: $ 2.11万
• 依托单位: UNIVERSITY OF MICHIGAN AT ANN ARBOR
• 依托单位国家: 美国
• 财政年份: 2004
• 资助国家: 美国
• 起止时间: 2004-02-23 至 2008-12-31
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/7004017
• 关键词: behavioral /social science research tag; clinical research; confidentiality; data collection; data collection methodology /evaluation; health surveys; human data; informed consent; method development; statistics /biometry

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：社会科学的最佳做法和工具 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界定限制披露的最佳做法，并开发和测试应用限制披露技术的工具。为了实现这些目标，我们开始全面综合披露文献和文件（第1阶段）。接下来，我们调查目前的披露做法，知识，资源和障碍进行调查，开始与PI的资助NIH和NSF研究的样本，并扩展到其他参与披露决策的抽样研究（第2阶段）。在调查之后，我们对调查受访者进行了有目的的抽样深入访谈，以获得对披露概念如何转化为实践的细微了解（第三阶段）。接下来，我们根据第1-3阶段的结果，结合项目1和2（第4阶段）的发现，开发最佳实践。最后，我们开发、测试和改进包含最佳实践的工具（第5阶段和第6阶段）。