2018
DOI: 10.1111/iju.13840
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Regional clinical practice variation in urology: Usage example of the Open Data of the National Database of Health Insurance Claims and Specific Health Checkups of Japan

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Cited by 16 publications
(13 citation statements)
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“…Ideally, we would have validated the CRAO diagnosis by the medical records and then performed the research with high diagnostic accuracy. Second, a small portion of cases, under 5% of all insured healthcare services of Japan, are not included in the NDB database, 12 which may lead to an underestimation of the actual incidence of CRAO. Third, because a hashed personal identification number was provided only in the outpatient data, we could not exclude any potential preexisting cases of CRAO nor eliminate the overlap between outpatient and inpatient data, although we considered it in the calculation of incidence (online supplemental methods).…”
Section: Discussionmentioning
confidence: 99%
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“…Ideally, we would have validated the CRAO diagnosis by the medical records and then performed the research with high diagnostic accuracy. Second, a small portion of cases, under 5% of all insured healthcare services of Japan, are not included in the NDB database, 12 which may lead to an underestimation of the actual incidence of CRAO. Third, because a hashed personal identification number was provided only in the outpatient data, we could not exclude any potential preexisting cases of CRAO nor eliminate the overlap between outpatient and inpatient data, although we considered it in the calculation of incidence (online supplemental methods).…”
Section: Discussionmentioning
confidence: 99%
“…11 The National Database of Health Insurance Claims and Specific Health Checkups of Japan (NDB) developed by the Japanese Ministry of Health, Labor and Welfare (MHLW) contains entire healthcare insurance claims data of almost all (≥95%) medical treatments in Japan. 12 After 2011, more than 1.7 billion records from 127 million individuals are registered annually into the NDB. 13 14 Strengths and limitations of this study ► The current study is the first nationwide, populationbased epidemiological study of central retinal artery occlusion (CRAO) in an ageing or aged society.…”
Section: Introductionmentioning
confidence: 99%
“…The data are made available for academic use through several options and have led to several significant reports. 11,12 The features of the offering options are briefly summarized in Supplemental Table 1.…”
Section: Databasementioning
confidence: 99%
“… 2 9 10 To understand the pathogenesis and ethnic differences of CSC, more epidemiological fundamental information needs to be reported. Herein, under the permission of the Japan Ministry of Health, Labour and Welfare (MHLW), we accessed and analysed all data stored in the National Database of Health Insurance Claims and Specific Health Check-ups of Japan (NDB, 11 12 covering more than 95% of the claims issued in Japan 13 ) managed by the MHLW to evaluate the epidemiological background of CSC.…”
Section: Introductionmentioning
confidence: 99%