National Institute of Public Health.
J Epidemiol. 2014;24(1):77-83. doi: 10.2188/jea.je20130075. Epub 2013 Dec 7.
Japan's National Database (NDB) includes data on health checks and health insurance claims, is linkable using hash functions, and is available for research use. However, the linkage rate between health check and health insurance claims data has not been investigated.
Linkage rate was evaluated by comparing observed medical and pharmaceutical charges among health check recipients in fiscal year (FY) 2009 (N = 21 588 883) with expected charges from the same population when record linkage was complete. Using the NDB, observed charges were estimated from the first published result of linking health check recipients in FY2009 and their health insurance claims in FY2010. Expected charges were estimated by combining 3 publicly available datasets, including data from the Medical Care Benefit Survey and an ad-hoc report by the Japan Health Insurance Association.
Only 14.9% of expected charges were linked by the NDB. The linkage rate was higher for women than for men (18.2% vs 12.4%) and for elderly adults as compared with younger adults (>25% vs <10%).
The linkage rate in the NDB was so low that any research linking health check and health insurance claims will not be reliable. Causes for the low linkage rate include differences between health check and health insurance claims data in name format (eg, insertion of a space between family and given names) and date of birth (Japanese vs Gregorian calendar). Investigation of the causes for the low linkage rate and measures for improvement are urgently needed.
日本国家数据库(NDB)包含健康检查和健康保险索赔数据,可通过哈希函数进行链接,可用于研究用途。但是,尚未调查健康检查和健康保险索赔数据之间的链接率。
通过比较 2009 财年(FY)健康检查受检者的实际医疗和药品费用(N = 21 588 883)与记录链接完整时同一人群的预期费用,评估链接率。使用 NDB,通过首次公布的 2009 财年健康检查受检者与 2010 财年健康保险索赔记录的链接结果,对实际费用进行估计。预期费用是通过结合 3 个公开数据集进行估计的,包括医疗费用调查数据和日本健康保险协会的临时报告。
NDB 仅链接了 14.9%的预期费用。女性的链接率高于男性(18.2%比 12.4%),老年人群高于年轻人群(>25%比<10%)。
NDB 的链接率非常低,任何将健康检查和健康保险索赔进行链接的研究都不可靠。低链接率的原因包括健康检查和健康保险索赔数据在名称格式(例如,在姓氏和名字之间插入空格)和出生日期(日本日历与公历)方面的差异。需要紧急调查低链接率的原因并采取改进措施。