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

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披露限制的最佳做法，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，我们首先对披露文献和文档进行全面的综合(阶段1)。接下来，我们通过进行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NIH和NSF资助的研究样本的PI开始，延伸到参与样本研究的披露决策的其他人(阶段2)。在调查之后，我们对有目的的调查样本进行了深入的访谈，以获得对披露概念如何转化为实践的细微差别的理解(第三阶段)。接下来，我们根据阶段1-3的结果开发最佳实践，整合项目1和2(阶段4)的结果。最后，我们开发、测试和改进包含最佳实践的工具(阶段5和6)。

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).