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A better risk adjustment model will have higher total and drug expenditures, higher top/bottom expenditures ratio, and higher year-2/year-1 expendituratioatio (subjects with expenditures increasing over time are better targets for intervention).
However, our estimated total medical expenditures ratio is lower than in the previously mentioned Swedish study (8).
Across three outcome standards, total expenditures, drug expenditures, and top/bottom expenditures ratio generally increased as the comprehensiveness of the risk adjustment model increased.
The higher medical expenditures ratio for youth may also have been driven by relatively lower medical expenditures for youth without diabetes than that for older populations without diabetes.
In terms of year-2/year-1 expendituratioatio, model 1 had the highest ratio among all (1.2), model 3 had total expenditures ratio about one, while those of the remaining models were all smaller than one, especially in model 4 and 5 (0.8 ~ 0.9).
Our estimated total medical expenditures ratio of those with diabetes compared with those without diabetes is also larger than that estimated for adults, which ranges from 2 to 5 (5, 7).
Similar(53)
There was a large increase in total expenditures, drug expenditures, and top/bottom expenditures ratios from model 1 to model 2, and from model 2 to model 3; two models with prior expenditures stayed relatively the same.
First, we obtained (r_{ib}), which represents the expenditure ratio of commodity i per unit expenditure by each household income quintile (b = 1…5) for Q1 to Q5 using Eq. 3.
It is estimated that by 2060 the disabled elderly in Europe who need care will increase by 115%% and the long term-care public expenditure ratio to the European gross domestic product will grow from 1.2 to 2.5 [4].
The highest increases in the cumulative IF/health expenditure ratio between 2001 and 2005 were seen for Israel (cumulative IF/billion US$17.4.4 to 26.5; +53%), South Korea (14.3 to 19.3; +35%) and Poland (4.3 to 5.7; +31%).
In column (4), we add the food expenditure ratio to account for the possibility that individuals working more hours may consume more highly-caloric food to economize on the scarcity of their time.
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