Use of econometric models to estimate expenditure shares
- PMID: 18248403
- PMCID: PMC2517274
- DOI: 10.1111/j.1475-6773.2007.00827.x
Use of econometric models to estimate expenditure shares
Abstract
Objective: To investigate the use of regression models to calculate disease-specific shares of medical expenditures.
Data sources/study setting: Medical Expenditure Panel Survey (MEPS), 2000-2003.
Study design: Theoretical investigation and secondary data analysis.
Data collection/extraction methods: Condition files used to define the presence of 10 medical conditions.
Principal findings: Incremental effects of conditions on expenditures, expressed as a fraction of total expenditures, cannot generally be interpreted as shares. When the presence of one condition increases treatment costs for another condition, summing condition-specific shares leads to double-counting of expenditures.
Conclusions: Condition-specific shares generated from multiplicative models should not be summed. We provide an algorithm that allows estimates based on these models to be interpreted as shares and summed across conditions.
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