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Demographic Moderation of Healthcare Expenditure Associated With Home-Based Deaths: A Longitudinal Ecological Study
Takemasa Ishikawa1, Yoshiyuki Takashima2
1Nana-r Home-Visit Nursing Development Center, Tekix Corporation, Osaka, Japan.
Introduction:
Home-based end-of-life care has gained policy attention in Japan. However, its fiscal consequences remain unclear. Rising healthcare costs and rapid population ageing heighten the policy relevance of such evidence.
Objectives:
To assess how the municipal home-based death rate relates to per capita medical and long-term care insurance (LTCI) spending, and whether ageing modifies these associations.
Methods:
We analysed panel data from 1741 municipalities (2015-2022). Outcomes were log-transformed total and inpatient medical spending per resident and LTCI spending per certified individual. The exposure was the one-year-lagged home-based death rate, defined as home deaths divided by all deaths. Fixed-effects regressions controlled for year, ageing rate, population density (per km2 of habitable land), income-tax revenue, and health and long-term care resources. Cluster-robust standard errors addressed within-municipality serial correlation. All analyses were conducted in Python 3.11 using the linearmodels package.
Results:
The mean home-based death rate was 12.3% (SD = 5.72). Each one-percentage-point increase predicted 0.001 (95% CI: 1.178 × 10^-4-0.0018) and 0.001 (95% CI: 1.900 × 10^10-0.001) log-point increases in total and inpatient spending, with no association for LTCI. Ageing moderated this relationship: at approximately 39.5% ageing, higher home-based death rates predicted lower medical costs. Greater population density (total only) and lower taxable income were also associated with higher medical spending.
Conclusion:
The fiscal impact of home-based deaths is context dependent. In more aged municipalities, promoting home dying may yield medical savings, whereas younger areas may face short-term cost growth. Distinct cost dynamics between medical and LTCI systems warrant locally tailored end-of-life policies.
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