Department of Public Health and Preventive Medicine, School of Medicine.
J Epidemiol. 2014;24(5):392-6. doi: 10.2188/jea.je20130194. Epub 2014 Jun 28.
Uncoded diagnoses in computerized health insurance claims are excluded from statistical summaries of health-related risks and other factors. The effects of these uncoded diagnoses, coded according to ICD-10 disease categories, have not been investigated to date in Japan.
I obtained all computerized health insurance claims (outpatient medical care, inpatient medical care, and diagnosis procedure-combination per-diem payment system [DPC/PDPS] claims) submitted to the National Health Insurance Organization of Kumamoto Prefecture in May 2010. These were classified according to the disease categories of the International Statistical Classification of Diseases and Related Health Problems, 10th Revision (ICD-10). I used accompanying text documentation related to the uncoded diagnoses to classify these diagnoses. Using these classifications, I calculated the proportion of uncoded diagnoses by ICD-10 category.
The number of analyzed diagnoses was 3,804,246, with uncoded diagnoses accounting for 9.6% of the total. The proportion of uncoded diagnoses in claims for outpatient medical care, inpatient medical care, and DPC/PDPS were 9.3%, 10.9%, and 14.2%, respectively. Among the diagnoses, Congenital malformations, deformations, and chromosomal abnormalities had the highest proportion of uncoded diagnoses (19.3%), and Diseases of the respiratory system had the lowest proportion of uncoded diagnoses (4.7%).
The proportion of uncoded diagnoses differed by the type of health insurance claim and disease category. These findings indicate that Japanese health statistics computed using computerized health insurance claims might be biased by the exclusion of uncoded diagnoses.
未编码的诊断在计算机化的健康保险索赔中被排除在与健康相关的风险和其他因素的统计摘要之外。这些未编码诊断的影响,根据 ICD-10 疾病类别进行编码,迄今为止在日本尚未得到研究。
我获取了 2010 年 5 月提交给熊本县国民健康保险组织的所有计算机化健康保险索赔(门诊医疗、住院医疗和诊断程序组合按日支付系统[DPC/PDPS]索赔)。这些索赔根据国际疾病分类和相关健康问题统计分类,第 10 版(ICD-10)的疾病类别进行了分类。我使用与未编码诊断相关的伴随文本文档对这些诊断进行了分类。使用这些分类,我按 ICD-10 类别计算了未编码诊断的比例。
分析的诊断数量为 3804246 个,其中未编码诊断占总数的 9.6%。门诊医疗、住院医疗和 DPC/PDPS 索赔中未编码诊断的比例分别为 9.3%、10.9%和 14.2%。在这些诊断中,先天性畸形、变形和染色体异常的未编码诊断比例最高(19.3%),呼吸系统疾病的未编码诊断比例最低(4.7%)。
未编码诊断的比例因健康保险索赔类型和疾病类别而异。这些发现表明,使用计算机化健康保险索赔计算的日本健康统计数据可能因排除未编码诊断而存在偏差。