Japan has achieved universal health coverage and among the highest life expectancies worldwide; however, rapid population aging, workforce decline, fiscal pressures, and marked regional disparities threaten system sustainability. Despite a relatively low physician-to-population ratio, Japan maintains one of the highest hospital bed densities among OECD countries, reflecting a hospital-centered care model associated with prolonged stays and high inpatient expenditures.This study is a narrative review incorporating secondary ecological analyses using aggregated prefecture-level data. The quantitative analyses are explicitly hypothesis-generating and exploratory rather than causal. Publicly available national datasets from 2021–2022 were used to examine international differences in hospital bed and physician densities and to assess associations between hospital bed supply, per capita medical expenditure, life expectancy, and healthy life expectancy across Japan’s 47 prefectures. Descriptive statistics and Pearson correlation analyses were performed, with outcomes stratified by sex.Higher hospital bed density was consistently associated with increased inpatient expenditure but showed no positive relationship with life expectancy or healthy life expectancy. Among men, both indicators were negatively correlated with bed density, whereas no significant associations were observed among women.A case study of Yubari City, Hokkaido, suggests that large-scale bed reduction did not worsen mortality indicators and was accompanied by reduced medical expenditures and greater reliance on community-based and long-term care. Overall, these ecological, hypothesis-generating findings highlight potential inefficiencies of excess inpatient capacity and underscore the need for regionally tailored bed planning and strengthened primary and generalist care in Japan’s super-aged society.