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Associated Indicators
Short name:
Population with impoverishing health expenditures, at the 2011 PPP $1.90 a day poverty line Data type:
Percent
Topic:
Health systems resources
ISO Health Indicators Framework
Health system
Definition:
The proportion of the population with a household’s total expenditure or income, including household expenditure on health, is at or above the poverty line, but the household’s total consumption expenditure or income, excluding household expenditure on health, is below the poverty line. The household’s sample weight multiplied by the household size is used to obtain representative numbers per person. If the sample is self-weighting, then only the household size is used as the weight. The international poverty line of $1.90 a day in 2011 purchasing power parity (PPP) is used (shown as $1.90-a-day) to demonstrate the interdependency between SDG target 1.1, the eradication of extreme poverty and SDG target 3.8 (Universal Health Coverage). International poverty lines are converted to local currency units (LCUs) using 2011 purchasing power parity (PPP) exchange rates and consumer price indices (CPIs). Household consumption or income, out-of-pocket expenditures on health, and poverty lines are all measured by their daily value per capita. Associated terms:
Impoverishing health spending, Financial hardship, Financial protection, Out-of-pocket expenditure Disaggregation:
Global, regional, national, place of residence (rural, urban)
M&E Framework:
Impact
Method of estimation:
The proportion of the population pushed below the poverty line by household health expenditures (impoverished by health expenditures) corresponds to the increase in the poverty headcount ratio after household expenditures on health. Poverty is measured based on daily total household consumption expenditure or income gross and net of daily health care payments. The rationale is that out-of-pocket payments divert household spending away from non-medical budget items such as food and shelter to such an extent that, in some cases, a household’s position in relation to a pre-defined poverty line before and after spending out-of-pocket on health changes.
Specifically, the poverty headcount ratio corresponds to the percentage of the population living below the poverty line.
For global monitoring, international poverty lines are used. The international poverty line of $1.90-a-day is converted to local currency units (LCUs) using 2011 purchasing power parity (PPP) exchange rates and consumer price indices (CPIs). The increase in the poverty headcount ratio is computed as the difference in poverty headcount ratios based on the household’s total consumption expenditure or income gross and net health expenditures. Household consumption expenditure or income, household expenditures on health, and poverty lines are all measured by their daily value per capita. Household expenditure on health is defined as formal and informal payments made at the time of getting any type of care (promotive, curative, rehabilitative, palliative or long-term care) provided by any type of provider. These payments include the part not covered by a third party such as the government, health insurance fund or private insurance but exclude insurance premiums as well as any reimbursement by a third party. They might be financed by income, including remittance, savings, or borrowings. With this definition, health expenditures are labelled Out-Of-Pocket (OOP) payments in the classification of health care financing schemes (HF) of the International Classification for Health Accounts (ICHA).
The $1.90-a-day poverty line in 2011 PPP is often referred to as the “extreme poverty line”, which underlies SDG target 1.1 (elimination of extreme poverty). It corresponds to the median national poverty line of low-income countries. With this poverty line, the proportion of the population pushed into poverty by household health expenditures is close to or equal to zero in upper-middle-income and high-income countries. Ultimately the choice of the poverty line should be tailored to inform evidence-based policy changes at global, regional and national levels. The use of national and regional poverty lines is critical to fully understand the impact of out-of-pocket payments on poverty at national and regional levels. The population pushed below the poverty line can be disaggregated by area of residence (“rural”/”urban”).
The total population incurring impoverishing health expenditures correspond to those pushed and pushed further* into poverty by household health expenditures which can be further disaggregated by the age of the head of the household, sex of the head of the household and age composition of the household. Indicators of impoverishment due to spending on health are not part of the official SDG indicator of Universal Health Coverage (UHC) per se but relate UHC to the first SDG goal, namely ending poverty in all its forms everywhere.
* See the metadata for the population pushed further into poverty by household health expenditures. Method of estimation of global and regional aggregates:
The global and regional incidence of the proportion of the population pushed below the $1.90-a-day poverty line by household health expenditures is estimated as the population-weighted average of the country-level share of people pushed into poverty by health expenditures for a reference year. Incidence at the country level for the reference year is estimated using different methods depending upon the availability of information for that country around or at the reference year (T*). In countries for which there is an observed incidence rate of impoverishment by health expenditures at the $1.90-a-day poverty line in the reference year T*, this point is used. When there are at least two observed incidence rates of the population impoverished by health expenditures around the reference over a 5-year window around the reference year [T*–5; T*+5], linear interpolation is used to project the value of the proportion of “the population pushed below the $1.90-a-day poverty line by household health expenditures” in the reference year.
If these conditions are not met, but there are at least two observed incidence rates of the population impoverished by health expenditures, a multilevel model of the rate of the population impoverished below the $1.90-a-day poverty line by health expenditures is estimated using the aggregate share of OOP over total consumption expenditure and the share of the population under the $1.90-a-day poverty line as the explanatory variables if that information is available. If such information is not available or there aren’t two incidence rates of the population impoverished by health expenditure, the incidence rate is imputed in the reference year with the median incidence in that year among countries within the same income group (low, lower-middle, upper-middle, or high) as classified by the World Bank. If such classification is missing, the regional median impoverishment value is used. The regional classification used for the imputation is M49 level 1. The country estimates for the reference year are then aggregated up to the regional and global levels to get the number of people pushed below the $1.90-a-day poverty line by household health expenditures. Global and regional aggregates are expressed in million or per cent of the relevant population. Global and regional rates are calculated by expressing these numbers as a share of the relevant population, equivalent to taking a population-weighted average of the relevant country rates. The total population incurring impoverishing health expenditures correspond to those pushed and pushed further into poverty by out-of-pocket health spending. See the metadata for the population pushed further into poverty by out-of-pocket health spending.
Other possible data sources:
Health surveys with a module on household expenditures
Preferred data sources:
Household budget surveys
Household income and expenditure surveys
Household socioeconomic and living standards surveys
Expected frequency of data dissemination:
Every 2-3 years Expected frequency of data collection:
Every 1–5 years, depending on the implementation of population-based household expenditure surveys led by national statistics offices Contact person email:
uhc_stats@who.int Name:
Dr. Gabriela Flores IMRID:
4838 Links: