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For this reason, social expenditure models have been frequently estimated using Prais Winsten generalised linear regressions.
We estimated four expenditure models (outpatient, inpatient, drug, and total).
Outpatient, inpatient, and total expenditure models were estimated using ordinary least squares regression.
Results from Hausman specification test indicated that Medicaid admission was endogenous in the expenditure models.
In the expenditure models (MEPS), only persons whose insurance status did not change throughout the year were included.
Attaining this goal may require re-organisation of healthcare expenditure models to generate policy-relevant evidence for the implementation of initiatives.
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While this estimate is significant when controlling for per capita consumption expenditure model, it is no longer significant when controlling for the wealth index using 2SLS.
Estimated relationship between income and health expenditure in total and separated into public and private were presented in Tables 3 and 4. Hausman tests for identifying the better estimation model between FEM and REM showed that FEM was favored for estimating total and public expenditure, while any of FEM and REM could be appropriate for estimating private expenditure model [22].
An increase in the average community education by five years would increase child health by 0.190 standard deviations for the consumption expenditure model and by 0.218 standard deviations for the wealth index model, suggesting a positive peer effect of the locale.
These results show that FIM, HRQoL15D and Care Pattern are associated with expenditure (Model 3).
Our expenditure model indicated that during our study period there was a negative relationship between the SES index and hospital expenditures.
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