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Assessing the household economic burden of non-communicable diseases in India: evidence from repeated cross-sectional surveys
by
Dash, Umakant
, Verma, Veenapani Rajeev
, Kumar, Piyush
in
Ambulatory care
/ Biostatistics
/ Catastrophic health expenditure
/ Consumer spending
/ Cross-sectional studies
/ Demographic aspects
/ Disease
/ Economic growth
/ Economics
/ Environmental Health
/ Epidemiology
/ Evaluation
/ GDP
/ Gross Domestic Product
/ Health care expenditures
/ Health insurance
/ Households
/ Impoverishment
/ Insurance coverage
/ Marginalized groups
/ Medical care, Cost of
/ Medicine
/ Medicine & Public Health
/ Multivariate analysis
/ Non communicable diseases
/ Polls & surveys
/ Poverty
/ Public Health
/ Rural areas
/ Vaccine
2021
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Assessing the household economic burden of non-communicable diseases in India: evidence from repeated cross-sectional surveys
by
Dash, Umakant
, Verma, Veenapani Rajeev
, Kumar, Piyush
in
Ambulatory care
/ Biostatistics
/ Catastrophic health expenditure
/ Consumer spending
/ Cross-sectional studies
/ Demographic aspects
/ Disease
/ Economic growth
/ Economics
/ Environmental Health
/ Epidemiology
/ Evaluation
/ GDP
/ Gross Domestic Product
/ Health care expenditures
/ Health insurance
/ Households
/ Impoverishment
/ Insurance coverage
/ Marginalized groups
/ Medical care, Cost of
/ Medicine
/ Medicine & Public Health
/ Multivariate analysis
/ Non communicable diseases
/ Polls & surveys
/ Poverty
/ Public Health
/ Rural areas
/ Vaccine
2021
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Assessing the household economic burden of non-communicable diseases in India: evidence from repeated cross-sectional surveys
by
Dash, Umakant
, Verma, Veenapani Rajeev
, Kumar, Piyush
in
Ambulatory care
/ Biostatistics
/ Catastrophic health expenditure
/ Consumer spending
/ Cross-sectional studies
/ Demographic aspects
/ Disease
/ Economic growth
/ Economics
/ Environmental Health
/ Epidemiology
/ Evaluation
/ GDP
/ Gross Domestic Product
/ Health care expenditures
/ Health insurance
/ Households
/ Impoverishment
/ Insurance coverage
/ Marginalized groups
/ Medical care, Cost of
/ Medicine
/ Medicine & Public Health
/ Multivariate analysis
/ Non communicable diseases
/ Polls & surveys
/ Poverty
/ Public Health
/ Rural areas
/ Vaccine
2021
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Assessing the household economic burden of non-communicable diseases in India: evidence from repeated cross-sectional surveys
Journal Article
Assessing the household economic burden of non-communicable diseases in India: evidence from repeated cross-sectional surveys
2021
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Overview
Background
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.
Methods
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
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.
Conclusion
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.
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