Literature DB >> 26977117

Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care.

Amanda Kowalski1.   

Abstract

Efforts to control medical care costs depend critically on how individuals respond to prices. I estimate the price elasticity of expenditure on medical care using a censored quantile instrumental variable (CQIV) estimator. CQIV allows estimates to vary across the conditional expenditure distribution, relaxes traditional censored model assumptions, and addresses endogeneity with an instrumental variable. My instrumental variable strategy uses a family member's injury to induce variation in an individual's own price. Across the conditional deciles of the expenditure distribution, I find elasticities that vary from -0.76 to -1.49, which are an order of magnitude larger than previous estimates.

Entities:  

Keywords:  censoring; control function; endogeneity; medical care

Year:  2016        PMID: 26977117      PMCID: PMC4787222          DOI: 10.1080/07350015.2015.1004072

Source DB:  PubMed          Journal:  J Bus Econ Stat        ISSN: 0735-0015            Impact factor:   6.565


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