Generally, a higher ratio of elderly in the population means more of the GDP is spent on long-term care. However, this is not a fixed rule. Greece, for example, has a elderly ratio of almost 23% but spends only 0.2% of the GDP on long-term care.
Scatter plot comparing the annual LTC expenditure as % of GDP with the elderly ratio in OECD countries.