Clinical Research Using the Large Health Insurance Claims Database
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作者:
Takekuma, Yoh
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Hokkaido Univ Hosp, Dept Pharm, Kita Ku, Kita 14 Jo,Nishi 5 Chome, Sapporo, Hokkaido 0608648, JapanHokkaido Univ Hosp, Dept Pharm, Kita Ku, Kita 14 Jo,Nishi 5 Chome, Sapporo, Hokkaido 0608648, Japan
Takekuma, Yoh
[1
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机构:
Imai, Shungo
[2
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Sugawara, Mitsuru
[1
,2
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机构:
[1] Hokkaido Univ Hosp, Dept Pharm, Kita Ku, Kita 14 Jo,Nishi 5 Chome, Sapporo, Hokkaido 0608648, Japan
[2] Hokkaido Univ, Fac Pharmaceut Sci, Kita Ku, Kita 12 Jo,Nishi 6 Chome, Sapporo, Hokkaido 0600812, Japan
The JMDC Claims Database (R) contains completely anonymized receipt information on the insured members of health insurance associations. The number of registered users is approximately 9.6 million (6% of the population) as of May 2020. In this database, it is possible to track even outpatient treatment, even if the patient changes the medical facility, as long as the insurer of the subscriber's health insurance does not change, so that long-term medical treatment could be targeted as a research theme. However, as the data do not contain medical record information, it is not possible to obtain laboratory values, although it is possible to know whether clinical tests have been performed. For pharmaceutics-related research, the most suitable use of the receipt database like JMDC Claims Database (R) seems to be the investigation of actual prescriptions. However, the research topics that pharmacists are interested in are probably comparisons of drug effects, drug-drug interactions, or causal analysis of drugs and side effects. However, laboratory data for evaluating drug efficacy is not available in the receipt database, and the accuracy of the disease name in the database becomes problematic when using the disease name as information indicating the occurrence of side effects. In this review, we introduce our studies performed by using JMDC Claims Database (R) and how to manage the above-described problems. We hope that this study will be helpful to those who are going to engage in research using medical big data.
机构:
Virginia Commonwealth Univ, Dept Gen Pract, Sch Dent, Richmond, VA 23298 USAVirginia Commonwealth Univ, Dept Gen Pract, Sch Dent, Richmond, VA 23298 USA
Bogacki, RE
Hunt, RJ
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机构:Virginia Commonwealth Univ, Dept Gen Pract, Sch Dent, Richmond, VA 23298 USA
Hunt, RJ
del Aguila, M
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机构:Virginia Commonwealth Univ, Dept Gen Pract, Sch Dent, Richmond, VA 23298 USA
del Aguila, M
Smith, WR
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机构:Virginia Commonwealth Univ, Dept Gen Pract, Sch Dent, Richmond, VA 23298 USA
机构:
AI Healthcare & Life Sci Dept, IBM Res, Haifa, IsraelAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Kan-Tor, Yoav
Ness, Lior
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AI Healthcare & Life Sci Dept, IBM Res, Haifa, IsraelAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Ness, Lior
Szlak, Liran
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AI Healthcare & Life Sci Dept, IBM Res, Haifa, IsraelAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Szlak, Liran
Benninger, Felix
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Rabin Med Ctr, Dept Neurol, Petah Tiqwa, Israel
Tel Aviv Univ, Sch Med, Tel Aviv, IsraelAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Benninger, Felix
Ravid, Sivan
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AI Healthcare & Life Sci Dept, IBM Res, Haifa, IsraelAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Ravid, Sivan
Chorev, Michal
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AI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Ctr Appl Res, IBM Australia, Melbourne, Vic, AustraliaAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Chorev, Michal
Rosen-Zvi, Michal
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AI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Hebrew Univ Jerusalem, Fac Med, Jerusalem, IsraelAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Rosen-Zvi, Michal
Shimoni, Yishai
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AI Healthcare & Life Sci Dept, IBM Res, Haifa, IsraelAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel
Shimoni, Yishai
Fisher, Robert S.
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Dept Neurol, Stanford, CA USA
Stanford Neurosci Hlth Ctr, Room 4865,213 Quarry Rd, Palo Alto, CA 94304 USAAI Healthcare & Life Sci Dept, IBM Res, Haifa, Israel