Related Experiment Video
Updated: Nov 26, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Data resource profile: JMDC claims databases sourced from Medical Institutions
Katsuhiko Nagai1, Takashi Tanaka1, Norihisa Kodaira1
1JMDC Inc. Tokyo Japan.
JMDC, Inc. created a comprehensive Japanese medical database including claims, DPC assessments, and lab values from 218 institutions. This rich dataset, accessible from April 2014, overcomes limitations of previous databases for advanced health analysis.
Area of Science:
- Health Informatics
- Medical Data Analysis
- Clinical Research Data
Background:
- JMDC, Inc. has developed a novel database integrating diverse medical information.
- The database covers claims, Diagnosis Procedure Combination (DPC) assessments, and laboratory test values.
- Data collection spans from April 2014 to October 2019, encompassing 218 medical institutions in Japan.
Purpose of the Study:
- To introduce and describe a new, extensive Japanese medical database.
- To highlight the database's capability to overcome limitations of existing health insurance society data.
- To emphasize the inclusion of data from both DPC-eligible and DPC-ineligible hospitals.
Main Methods:
- Data compilation from Japanese medical institutions.
- Inclusion of hospitalization and outpatient claims data.
- Integration of Diagnosis Procedure Combination (DPC) assessment forms and clinical laboratory test values.
Main Results:
- The database contains records from 218 medical institutions (131 DPC-eligible, 87 DPC-ineligible).
- Data ranges from April 2014 treatment records up to October 2019.
- The database enables analysis of disease status and test results, addressing limitations of prior datasets.
Conclusions:
- The JMDC database offers a valuable resource for medical research in Japan.
- It provides a more comprehensive view of patient health status and treatment compared to previous data sources.
- The inclusion of data from various hospital types enhances its utility for diverse analytical purposes.
More Related Videos
07:41Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
07:50A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Related Concept Videos
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Healthcare Agencies I
Introduction to Documentation and Reporting
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive...
Healthcare Agencies II
Parish nursing is a growing specialty nursing profession that focuses on holistic healthcare, health promotion, and illness prevention. It blends professional nursing practice with a health ministry, focusing on health and healing within the context of a Christian community. Parish nurses serve as health educators, referral sources,...