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Assessing the household economic burden of non-communicable diseases in India: evidence from repeated cross-sectional surveys

机译:评估印度非传染病的家庭经济负担:来自反复横断面调查的证据

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Financing for NCDs is encumbered by out-of-pocket expenditure (OOPE) assuming catastrophic proportions. Therefore, it is imperative to investigate the extent of catastrophic health expenditure (CHE) on NCDs, which are burgeoning in India. Thus, our paper aims to examine the extent of CHE and impoverishment in India, in conjunction with socio-economic determinants impacting the CHE. We used cross-sectional data from nationwide healthcare surveys conducted in 2014 and 2017–18. OOPE on both outpatient and inpatient treatment was coalesced to estimate CHE on NCDs. Incidence of CHE was defined as proportion of households with OOPE exceeding 10% of household expenditure. Intensity of catastrophe was ascertained by the measure of Overshoot and Mean Positive Overshoot Indices. Further, impoverishing effects of OOPE were assessed by computing Poverty Headcount Ratio and Poverty Gap Index using India’s official poverty line. Concomitantly, we estimated the inequality in incidence and intensity of catastrophic payments using Concentration Indices. Additionally, we delineated the factors associated with catastrophic expenditure using Multinomial Logistic Regression. Results indicated enormous incidence of CHE with around two-third households with NCDs facing CHE. Incidence of CHE was concentrated amongst poor that further extended from 2014(CI?=???0.027) to 2017–18(CI?=???0.065). Intensity of CHE was colossal as households spent 42.8 and 34.9% beyond threshold?in 2014 and 2017-18 respectively with poor enduring greater overshoot vis-à-vis?rich (CI?=???0.18 in 2014 and CI?=???0.23 in 2017–18). Significant immiserating impact of NCDs was unraveled as one-twelfth in 2014 and one-eighth households in 2017–18 with NCD burden were pushed to poverty with poverty deepening effect to the magnitude of 27.7 and 30.1% among those already below poverty on account of NCDs in 2014 and 2017–18 respectively. Further, large inter-state heterogeneities in extent of CHE and impoverishment were found and multivariate analysis indicated absence of insurance cover, visiting private providers, residing in rural areas and belonging to poorest expenditure quintile were associated with increased likelihood of incurring CHE. Substantial proportion of households face CHE and subsequent impoverishment due to NCD related expenses. Concerted efforts are required to augment the financial risk protection to the households, especially in regions with higher burden of NCDs.
机译:对于假设灾难性的比例,NCD的融资受到追随的支出(OOPE)的阻碍。因此,探讨了在印度蓬勃发展的NCD上的灾难性健康支出(Che)的程度。因此,我们的论文旨在审查印度的Che和贫困程度,与影响Che的社会经济决定因素相结合。我们使用了2014年和2017-18的全国医疗保健调查的横断面数据。外部和住院治疗的oOpe占据了NCD上的CHE。 Che的发病率被定义为oope ops of 10%的家庭支出的家庭的比例。通过过冲和平均正过冲指数的衡量标准,确定了灾难强度。此外,通过使用印度官方贫困线计算贫困人员比率和贫困差距指数来评估oope的贫困效果。同时,我们估计了使用集中指数的灾难性支付的发病和强度的不平等。此外,我们描绘了使用多项式逻辑回归与灾难性支出相关的因素。结果表明Che的巨大发病率与围绕Che的NCDS围绕三分之二的家庭发病。 Che的发病率在2014年进一步延长的贫困人口中浓缩(CI?= ??? 0.027)至2017-18(CI?= ??? 0.065)。作为家庭花了42.8和34.9%以外的房子,Che强度是巨大的?2014年和2017-18分别与较差的持久性更大的过冲,富有(CI?= ??? 0.18在2014年和CI 0.18 ?2017 - 18年0.23)。 NCDS的重大抗病影响是2014年作为第十二的一项,而2017 - 18年的一八名家庭与NCD负担的贫困效果被推动到贫困效果,达到了27.7分,30.1%的贫困人数在低于贫穷的情况下2014年和2017-18分别。此外,发现了Che和贫困程度的大规局间异质性,并且多变量分析表明缺乏保险盖,访问私人提供商,居住在农村地区,属于最贫困的支出,与急需Che的可能性有关。由于NCD相关费用,家庭面对Che和随后的贫困。协调一致的努力需要增加对家庭的财务风险保护,特别是在NCD负荷较高的地区。

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