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Journal ArticleDOI

Incidence and correlates of 'catastrophic' maternal health care expenditure in India.

01 Nov 2009-Health Policy and Planning (Oxford University Press)-Vol. 24, Iss: 6, pp 445-456
TL;DR: Multivariate regression results indicate that antenatal care and delivery care in private facilities increased the chances of ME-1 and ME-2, and measuring maternal expenditure against 'capacity to pay' (ME-2) may be better than measuring it as a proportion of overall household expenditure when assessing financial constraints in the use of maternal services.
Abstract: Using data from the 60(th) round of the National Sample Survey of India (2004), the study investigates the incidence and correlates of 'catastrophic' maternal expenditure (ME) in India. Data on ME come from 6879 births that took place during 365 days prior to the survey. The study adapts earlier definitions and methods for catastrophic total health care expenditure to measure 'catastrophic' ME as: (i) maternal health care expenditure more than 10% of the annual normative household consumption expenditure (ME-1), and (ii) maternal health care expenditure more than 40% of the annual 'capacity to pay' (ME-2). The 'capacity to pay' was derived by subtracting state-wise poverty-line household expenditure from household consumption expenditure. The average maternal expenditure varied by place of delivery: US dollar 9.5, US dollar 24.7 and US dollar 104.3 for birth at home, in a public facility and in a private facility, respectively. Sixteen per cent of households incurred ME of more than 10% of total household consumption expenditure (ME-1), while 51% households incurred ME of more than 40% of household 'capacity to pay' (ME-2). While incidence of ME-1 increased with income decile, the reverse was observed for ME-2, reflecting higher non-utilization of institutional maternal care and its non-affordability among poorer households. All the households from the poorest decile and 99% from the second poorest decile paid more than 40% of their capacity to pay. Multivariate regression results indicate that antenatal care and delivery care in private facilities increased the chances of ME-1 and ME-2 (P < 0.001). Measuring maternal expenditure against 'capacity to pay' (ME-2) may be better than measuring it as a proportion of overall household expenditure when assessing financial constraints in the use of maternal services. Improving the performance of the public sector, appropriate regulation of and partnership with the private sector, and effective direct cash transfers to pregnant women in the poorest households may increase utilization of maternal services and reduce the financial distress associated with ME.
Citations
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Journal ArticleDOI
TL;DR: This work identifies key challenges for the achievement of equity in service provision, and equity in financing and financial risk protection in India and suggests principles that will help to ensure a more equitable health care for India's population.

798 citations

Journal ArticleDOI
TL;DR: Examining healthcare seeking behaviour among self-help group households in rural India finds that the majority of respondents do access some form of care and that there is overwhelming use of private providers.
Abstract: In recent years, supported by non-governmental organizations (NGOs), a number of community-based health insurance (CBHI) schemes have been operating in rural India. Such schemes design their benefit packages according to local priorities. This paper examines healthcare seeking behaviour among self-help group households with a view to understanding the implications for the benefit packages offered by such schemes.

345 citations

Journal ArticleDOI
TL;DR: The financial incentive programme was associated with a substitution away from private health providers, an increase in breastfeeding and more pregnancies, and the potential for financial incentives to have unanticipated effects that may undermine the programme's own objective of reducing mortality is demonstrated.

207 citations


Cites background or methods from "Incidence and correlates of 'catast..."

  • ...Using data on the cost of delivery from Bonu et al (2009), we calculate a total cost of $415 for each additional facility birth....

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  • ...21 Bonu and colleagues (2009) report estimates of household expenditure on delivery care from India’s National Sample Survey in 2004....

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Journal ArticleDOI
TL;DR: The findings revealed that there were problems in health care financing in Viet Nam - many households encountered catastrophic health expenditure and/or were pushed into poverty due to health care payments.

185 citations

Journal ArticleDOI
10 May 2018-PLOS ONE
TL;DR: Examination of disease-specific out-of-pocket expenditure (OOPE), catastrophic health expenditure (CHE) and distress health financing in India finds that risk-pooling and social security mechanisms based on contributions from both households as well as the central and state governments can reduce the financial burden of diseases and avert households from distress health finance.
Abstract: Background Rising non-communicable diseases (NCDs) coupled with increasing injuries have resulted in a significant increase in health spending in India. While out-of-pocket expenditure remains the major source of health care financing in India (two-thirds of the total health spending), the financial burden varies enormously across diseases and by the economic well-being of the households. Though prior studies have examined the variation in disease pattern, little is known about the financial risk to the families by type of diseases in India. In this context, the present study examines disease-specific out-of-pocket expenditure (OOPE), catastrophic health expenditure (CHE) and distress health financing. Methods and materials Unit data from the 71st round of the National Sample Survey Organization (2014) was used for this study. OOPE is defined as health spending on hospitalization net of reimbursement, and CHE is defined as household health spending exceeding 10% of household consumption expenditure. Distress health financing is defined as a situation when a household has to borrow money or sell their property/assets or when it gets contributions from friends/relatives to meet its health care expenses. OOPE was estimated for 16 selected diseases and across three broad categories- communicable diseases, NCDs and injuries. Multivariate logistic regression was used to understand the determinants of distress financing and CHE. Results Mean OOPE on hospitalization was INR 19,210 and was the highest for cancer (INR 57,232) followed by heart diseases (INR 40,947). About 28% of the households incurred CHE and faced distress financing. Among all the diseases, cancer caused the highest CHE (79%) and distress financing (43%). More than one-third of the inpatients reported distressed financing for heart diseases, neurological disorders, genito urinary problems, musculoskeletal diseases, gastro-intestinal problems and injuries. The likelihood of incurring distress financing was 3.2 times higher for those hospitalized for cancer (OR 3.23; 95% CI: 2.62-3.99) and 2.6 times for tuberculosis patients (OR 2.61; 95% CI: 2.06-3.31). A large proportion of households who had reported distress financing also incurred CHE. Recommendations Free treatment for cancer and heart diseases is recommended for the vulnerable sections of the society. Risk-pooling and social security mechanisms based on contributions from both households as well as the central and state governments can reduce the financial burden of diseases and avert households from distress health financing.

143 citations

References
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Journal ArticleDOI
TL;DR: In this article, a parameter covariance matrix estimator which is consistent even when the disturbances of a linear regression model are heteroskedastic is presented, which does not depend on a formal model of the structure of the heteroSkewedness.
Abstract: This paper presents a parameter covariance matrix estimator which is consistent even when the disturbances of a linear regression model are heteroskedastic. This estimator does not depend on a formal model of the structure of the heteroskedasticity. By comparing the elements of the new estimator to those of the usual covariance estimator, one obtains a direct test for heteroskedasticity, since in the absence of heteroskedasticity, the two estimators will be approximately equal, but will generally diverge otherwise. The test has an appealing least squares interpretation.

25,689 citations

Journal ArticleDOI
TL;DR: In this article, the consequences and detection of model misspecification when using maximum likelihood techniques for estimation and inference are examined, and the properties of the quasi-maximum likelihood estimator and the information matrix are exploited to yield several useful tests.
Abstract: This paper examines the consequences and detection of model misspecification when using maximum likelihood techniques for estimation and inference. The quasi-maximum likelihood estimator (QMLE) converges to a well defined limit, and may or may not be consistent for particular parameters of interest. Standard tests (Wald, Lagrange Multiplier, or Likelihood Ratio) are invalid in the presence of misspecification, but more general statistics are given which allow inferences to be drawn robustly. The properties of the QMLE and the information matrix are exploited to yield several useful tests for model misspecification.

4,867 citations


"Incidence and correlates of 'catast..." refers methods in this paper

  • ...All the estimates and the standard errors were adjusted for the multistage sampling design and clustering at the primary sampling unit, and were weighted at national level to give results that are unbiased and representative of the population (White 1980; White 1982)....

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Journal ArticleDOI
TL;DR: The findings show that the interventions needed to achieve the millennium development goal of reducing child mortality by two-thirds by 2015 are available, but that they are not being delivered to the mothers and children who need them.

2,430 citations


"Incidence and correlates of 'catast..." refers background in this paper

  • ...As perinatal and neonatal mortality gain more significance to reduce child mortality, increasing the use of maternal health care services becomes all the more important not only to reduce maternal mortality but also to reduce child mortality (Claeson et al. 2000; Jones et al. 2003)....

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Journal ArticleDOI
TL;DR: People, particularly in poor households, can be protected from catastrophic health expenditures by reducing a health system's reliance on out-of-pocket payments and providing more financial risk protection.

1,981 citations


"Incidence and correlates of 'catast..." refers background or methods in this paper

  • ...…opportunity cost of other consumption in the short or long term and may lead to under-estimation of overall levels of poverty measured on the basis of total household consumption expenditure (Berki 1986; Wyszewianski 1996; Murray et al. 2000; Wagstaff and van Doorslaer 2003; Xu et al. 2003)....

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  • ...The selection of independent variables was guided by existing literature as well as social, cultural, political and administrative aspects specific to India (Berki 1986; Kawabata et al. 2002; Xu et al. 2003; Russell 2004; Bonu et al. 2005; Su et al. 2006)....

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  • ...Wagstaff and van Doorslaer (2003) and Xu et al. (2003) suggested subtracting actual observed food expenditure instead of aggregate poverty-line expenditure to overcome negative ‘capacity to pay’ problems....

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  • ...…‘catastrophic’ maternal expenditure using two different measurement methods borrowed and adapted from the literature on catastrophic health expenditures (Berki 1986; Wyszewianski 1996; Murray et al. 2000; Kawabata et al. 2002; Wagstaff and van Doorslaer 2003; Xu et al. 2003; Bonu et al. 2007)....

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  • ...The catastrophic health care expenditures have usually been defined by a rather arbitrary fraction of total household expenditure (10%) or of total expenditure net of subsistence expenditure (40%) during the same reference period (Berki 1986; Wyszewianski 1996; Murray et al. 2000; Kawabata et al. 2002; Wagstaff and van Doorslaer 2003; Xu et al. 2003; Bonu et al. 2007)....

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Journal ArticleDOI
TL;DR: Targeting of interventions to the most vulnerable--rural populations and poor people--is essential if substantial progress is to be achieved by 2015, and local variation can be important.

1,760 citations


"Incidence and correlates of 'catast..." refers background in this paper

  • ...The explanations for the observed elasticity in this study are most likely to be: lack of heath insurance; constraints in access to public health facilities (Roy and Howard 2006); the inability to control prices; and the changing preference for private health care over public health care....

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