医疗支出价格弹性的删失分位数工具变量估计

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

Journal of Business & Economic Statistics · 2015
被引 83
人大 AABS 4

中文导读

用删失分位数工具变量法估计医疗支出的价格弹性,发现不同支出水平下弹性在-0.76到-1.49之间,远大于以往估计,对控制医疗成本有参考价值。

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.

医疗支出价格弹性删失分位数工具变量内生性条件分布异质性