Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India.
Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India.
Int J Health Econ Manag. 2022 Dec;22(4):443-458. doi: 10.1007/s10754-022-09327-8. Epub 2022 Apr 8.
There is a limited understanding of the preferences of rural consumers in India for health insurance schemes. In this article, we investigate the preferences of the rural population for the attributes of a health insurance scheme by implementing a discrete choice experiment (DCE). We identified six attributes through qualitative and quantitative study: enrollment, management, benefit package, coverage, transportation facility, and monthly premium. A D-efficient design of 18 choices has been constructed, each comprising two health insurance choices. We collected the representative sample from 675 household heads of the rural population through personal interviews. The preferences for the attributes and attribute levels were estimated using the multinomial logit (MNL) and random-parameter logit (RPL) models. The analysis shows that all attribute levels significantly affect the choice behavior (P < 0.05). The relative order of preferences for attributes are; enrollment, benefit package, monthly premium, management, coverage, and transportation.
人们对印度农村消费者对医疗保险计划的偏好了解有限。在本文中,我们通过实施离散选择实验(DCE)来研究农村人口对医疗保险计划属性的偏好。我们通过定性和定量研究确定了六个属性:注册、管理、福利套餐、覆盖范围、交通设施和月保费。通过构建一个 18 项选择的 D-高效设计,每个设计都包含两个医疗保险选择。我们通过个人访谈从 675 名农村人口的户主那里收集了有代表性的样本。使用多项逻辑回归(MNL)和随机参数逻辑回归(RPL)模型估计了属性和属性水平的偏好。分析表明,所有属性水平都显著影响选择行为(P < 0.05)。属性的偏好顺序为:注册、福利套餐、月保费、管理、覆盖范围和交通。