Difference in outcome event coverage between insurance-based and hospital-based databases: a methodological study of diabetes drug use and cardiovascular events in Japan

This Japanese study revealed that nearly half (over half when restricted to DPC hospitals) of cardiovascular events were captured in the same hospital where the diabetes drug was initiated.

Authors

Institutions

Publication Details

Journal
Frontiers in Pharmacology
Published
2025-09-16
DOI
https://doi.org/10.3389/fphar.2025.1642522
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Difference in outcome event coverage between insurance-based and hospital-based databases: a methodological study of diabetes drug use and cardiovascular events in Japan

Tomoaki Hasegawa, Chieko Ishiguro, Takashi Ando, Jun Komiyama et al.
Frontiers in Pharmacology
Machine Learning in Healthcare
article

Difference in outcome event coverage between insurance-based and hospital-based databases: a methodological study of diabetes drug use and cardiovascular events in Japan

Tomoaki Hasegawa, Chieko Ishiguro, Takashi Ando, Jun Komiyama, Toshiki Kuno, Masao Iwagami
article en

Abstract

This Japanese study revealed that nearly half (over half when restricted to DPC hospitals) of cardiovascular events were captured in the same hospital where the diabetes drug was initiated.

Frontiers in PharmacologyVol. 16
Beth Israel Deaconess Medical Center (US), Harvard University (US), University of Tsukuba (JP), Massachusetts General Hospital (US), Institute for Health Economics and Policy (JP)
University of Tsukuba
Openalex Percentile: Top 87%
Machine Learning in Healthcare
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Difference in outcome event coverage between insurance-based and hospital-based databases: a methodological study of diabetes drug use and cardiovascular events in Japan — Tomoaki Hasegawa, Chieko Ishiguro, et al. · Frontiers in Pharmacology (2025) | TGRS Research Map | TGRS