Figure 1. Limitations and strategies for NDB studies
1-1: Lack of information on confounders/covariates, outcomes, and other clinical content
1-2: Limitations regarding patients not included in the NDB
1-3: Misclassification of data
1-4: Lack of unique identifiers and register of beneficiaries
1-5: Other limitations
*The box on the left shows the limitations, and the box on the right shows the strategies.

From: Literature Review of Studies Using the National Database of the Health Insurance Claims of Japan (NDB): Limitations and Strategies in Using the NDB for Research

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