Background: Recently world has moved from Millennium Development Goals (MDGs) to Sustainable Development Goals (SDGs), where Universal Health Coverage (UHC) is one of the important goals (Goal 3). Equity is considered as one of the integral dimensions for selection of a path towards UHC. Present study is based on India’s 71st Round National Sample Survey (NSS) and Fourth Round of District Level Household and Facility Survey (DLHS), and presents a comparative study of progress towards UHC in dimensions of access and financial protection in India (population: 1221 million) and its two most populous states, Uttar Pradesh (population: 199 million) and Maharashtra (population: 112 million) - which are at very different levels of social economic development.
Methodology: Data collection under 71st Round of National Sample Survey was done for 65932 households (rural: 36480, urban: 29452) in India which included 3, 33,104 individuals (male: 1, 68,697 female: 1, 64,407). Also, 7921 and 5403 households were selected from Uttar Pradesh (UP) and Maharashtra, respectively. Under DLHS-4, data collection was done for non- Empowered Action Group States (EAG). In Maharashtra data collection for 26,578 households and 24836 ever married women was done. Hospitalization rates- reflective of access to secondary care, catastrophic health expenditure (CHE) at 10% (CHE-10) and 25% (CHE-25) and impoverishment due to hospitalization cost were taken as outcome variables for the study. Expenditure was considered as catastrophic for 10% and 25% threshold, if OOPE proportion compare to total usual consumption expenditure of the household, was higher than given threshold. For impoverishment calculation, poverty line was taken from Planning Commission Report, 2014. Different maternal and child health indicators for India (non-EAG) and Maharashtra was calculated from DLHS-4. Simple and two way cross tabulation, multivariate logistic regression and propensity score matching were main analytical methods.
Results: Maharashtra had better healthcare utilization rate compare to India for various maternal and child health indicators. Hospitalization rates were 4.4% in India, 4.9% in Maharashtra and 3.4% in Uttar Pradesh. Overall public health care utilization was relatively lower in all three contexts for hospitalization and ambulatory care, but still more than half of the poorest and ST/SC category population availed care from there. Proportion of population who did not take treatment on medical advice was highest for lower socio-economic categories. In all three contexts entire poorest population was already below poverty line before meeting the expense of hospitalization. At a 10% threshold 39.7% of hospitalized population had CHE in India. For Uttar Pradesh and Maharashtra it was 43.7% and 49.2% respectively. Public provisioning was manyfold financially protective compare to private provisioning in parameters of average OOPE per hospitalization, CHE, impoverishment and borrowing. Both Maharashtra (7.2%) and Uttar Pradesh (4.1%) had modest insurance coverage compare to India (15.2%). Propensity score matching showed government funded insurance schemes reduced CHE incidence at the 25% threshold by a meagre 6% ( 95% CI: 4-9) in India. Furthermore in all the three contexts insurance did not help the household from getting impoverished. Relationship between coverage and equity by income quintile or social group were context specific and varied across various mother and child services. Higher coverage did not always mean higher equity especially when quality parameters are factored in. For various health care services Maharashtra was relatively more equitable compare to India and Uttar Pradesh.
Conclusion: A number of indicators available in these two surveys to measure progress towards UHC and equity as a dimension in this progress were identified. Public provisioning as a form of achieving financial protection was more effective and equitable in all three contexts- though levels of utilization of public services were relatively low. In a highly privatized healthcare system like India, still the poorer and more marginalized people go to public provider for their healthcare needs. However OOPE and CHE even in the public sector are high and its level of financial protection is inadequate. In the given contexts insurance coverage did not facilitate access or financial protection for hospitalization. Progress in average coverage rates and progress in equity are not parallel and policy makers need to make choices with caution while choosing mix of strategies for the path towards UHC.
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