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Predictive accuracy for patients in the lowest and highest expenditure quintiles was assessed by predictive ratios, calculated by dividing the sum of within-quintile predicted expenditures by the sum of within-quintile actual expenditures.
Second, the predicted expenditures in the ACTIVE sample are reasonably representative of the Medicare population.
The predicted expenditures were adjusted to include administrative costs for health insurance plans.
Those differences were driven by the lower predicted expenditures observed among participants in the speed of processing treatment group.
HWM and MK conceived of applying the predicted expenditures algorithm to the ACTIVE data, and MK is a co-developer that algorithm.
The predicted excess expenditure associated with DKA was calculated as the difference between the predicted expenditures for youth with and without DKA.
Similar(43)
Figure 3 shows the relation between predicted expenditure according to CM and real pharmaceutical expenditure in primary care for each health district.
Accordingly, further research that examines actual expenditure savings to Medicare and other payors over this period is necessary to verify the predicted expenditure savings reported here.
Sensitivity analyses were performed to assess the robustness of predicted expenditure to a subset of screening, cost and natural history parameter assumptions applied in the model.
Average estimated expenditure for each sample was obtained as the predicted expenditure from the health expenditure equation, calculated for the normal weight individuals, and at means of all other regressors.
It is also important to note that we did not use a smearing estimator [ 39, 40] in the process of generating the predicted expenditure estimates [ 22], and as a result, our standard errors may have been underestimated after exponentiation of the logged estimates to transform them back into dollars.
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CEO of Professional Science Editing for Scientists @ prosciediting.com