Department of Humanities and Social Sciences, Indian Institute of Information Technology, Tiruchirappalli, Tamil Nadu, India.
Department of Humanities and Social Sciences, National Institute of Technology Rourkela, Rourkela, India.
Health Serv Manage Res. 2020 Nov;33(4):207-218. doi: 10.1177/0951484820923921. Epub 2020 May 25.
Absence of better financing mechanism results in higher out of pocket expenditure and catastrophe, which leads to impoverishment and poverty especially among low- and middle-income countries like India. This paper examines the major characteristics associated with the higher out of pocket expenditure and provides an insight from Andersen's behavioural model that how predisposing, enabling and need factors influence the level and pattern of out of pocket expenditure in India.
Data has been extracted from three rounds of nationally representative consumer expenditure surveys, i.e. 1993-1994, 2004-2005 and 2011-2012 conducted by the Government of India. States were categorized based on regional classification, and adult equivalent scale was used to adjust the household size. Multiple Generalized-Linear-Regression-Model was employed to explore the relative effect of various socio-economic covariates on the level of out of pocket expenditure.
The gap has widened between advantaged and disadvantaged segment of the population along with noticeable regional disparities among Indian states. Generalized-Linear-Regression-Model indicates that the most influential predisposing and enabling factor determining the level of out of pocket expenditure were age composition, religion, social-group, household type, residence, economic status, sources of cooking and lighting arrangements among the households.
Present study suggests the need for strengthening the affordability mechanism of the households to cope with the excessive burden of health care payments. Furthermore, special consideration is required to accommodate the needs of the elderly, rural, backward states and impoverishment segment of population to reduce the unjust burden of out of pocket expenditure in India.
缺乏更好的融资机制导致更高的自费支出和灾难性支出,这导致贫困和贫穷,尤其是在印度等中低收入国家。本文研究了与自费支出较高相关的主要特征,并从安德森行为模型中洞察到,倾向因素、促成因素和需求因素如何影响印度自费支出的水平和模式。
数据取自印度政府进行的三轮全国代表性消费者支出调查,即 1993-1994 年、2004-2005 年和 2011-2012 年。各州根据区域分类进行分类,并使用成人等效规模调整家庭规模。采用多广义线性回归模型探索各种社会经济协变量对自费支出水平的相对影响。
人口中优势和劣势群体之间的差距扩大,印度各州之间也存在明显的区域差异。广义线性回归模型表明,决定自费支出水平的最具影响力的倾向因素和促成因素是年龄构成、宗教、社会群体、家庭类型、居住地点、经济状况、家庭烹饪和照明安排的来源。
本研究表明,需要加强家庭的负担能力机制,以应对医疗保健支付的过重负担。此外,需要特别考虑满足老年人、农村、落后州和贫困人口的需求,以减少印度自费支出的不公平负担。