Natl Health Stat Report. 2020 Jun(143):1-32.
Linking national survey data with administrative data sources enables researchers to conduct analyses that would not be possible with each data source alone. Recently, the Data Linkage Program at the National Center for Health Statistics (NCHS) released updated linked mortality files, including the National Health Interview Survey data linked to the National Death Index mortality files. Two versions of the files were released: restricted-use files available through NCHS and Federal Statistical Research Data Centers and public-use files. To reduce the reidentification risk, statistical disclosure limitation methods were applied to the public-use files before they were released. This included limiting the amount of mortality information available and perturbing cause of death and follow-up time for select records. To assess the comparability of the restricted-use and public-use files, relative hazard ratios for all-cause and cause-specific mortality using Cox proportional hazards models were estimated and compared. The comparative analysis found that the two data files yielded very similar descriptive and model results.
将国家调查数据与行政数据源相联系,使研究人员能够进行仅凭单一数据源无法进行的分析。最近,国家卫生统计中心(NCHS)的数据链接计划发布了更新的链接死亡率文件,包括与国家死亡索引死亡率文件链接的国家健康访谈调查数据。发布了两个版本的文件:NCHS 和联邦统计研究数据中心提供的仅限使用文件,以及公共使用文件。为了降低重新识别风险,在发布公共使用文件之前,对其应用了统计披露限制方法。这包括限制可获得的死亡率信息的数量,并对特定记录的死因和随访时间进行扰动。为了评估仅限使用文件和公共使用文件的可比性,使用 Cox 比例风险模型估计并比较了全因和特定原因死亡率的相对危险比。比较分析发现,这两个数据文件产生了非常相似的描述性和模型结果。