how to calculate poverty gap index in excel

For example, as seen in Tables 1 and 2, two of the four people were identified as poor, so H = 2/4 = 50 per cent. We have built a Data Explorer to allow you to compare these, and we make all figures available in terms of both sets of prices in our data download. In van Zanden, Rijpma, Malinowski and Mira dErcole (eds.) (2022), but based instead on the official 2019 poverty rate as reported by the U.S. Census Bureau.You can see in detail how we calculated this poverty line in this Google Colabs notebook.Jolliffe, Dean Mitchell, Daniel Gerszon Mahler, Christoph Lakner, Aziz Atamanov, and Samuel Kofi Tetteh Baah. We see that, in global terms, this is an extremely low threshold indeed set to reflect the poverty lines adopted nationally in the worlds poorest countries. Our Data Explorer provides the option of viewing the data with these breaks in comparability indicated. https://doi.org/10.1007/s10888-021-09510-w. These are mapped into three dimensions of well-being: monetary, education, and basic infrastructure services. 0000024362 00000 n Income distribution, Snapshot of data for a fixed period (data will not change even if updated on the site). In other words, the index can be used as an aggregate poverty measure, as well as be decomposed for various sub-groups of the population, such as by region, employment sector, education level, gender, age, or ethnic group. It is defined as the average poverty gap in the population as a proportion of the poverty line. To help communicate the latter, the World Bank produces a variable that groups surveys within each individual country into more comparable spells. The Multidimensional Poverty Measure was created by the Global Poverty Working Group (GPWG), an interdisciplinary technical working group established to improve the quality and frequency of poverty and inequality data, comprising members from the Poverty and Equity Global Practice and the Development Economics Vice Presidency Data Group (DECDG) and Research Group (DECRG). J Econ Inequal (2022). These lines are calculated as the international dollar figure which, in the World Banks Poverty and Inequality Platform (PIP) data, yields the same poverty rate as the officially reported rate using national definitions in a particular year (around 2017). ND indicates that the person is not deprived (in other words, his or her value in that indicatoris equal or higher than the cutoff), and D indicates that the person is deprived (his or her value is lower than the cutoff). Persons in family/household. Investopedia does not include all offers available in the marketplace. Estimates of low income proportion (again) "2022 Poverty Guidelines for the 48 Contiguous States and the District of Columbia.". Statistical properties are often relevantfor example, when possible and reasonable, it is best to choose indicators that are not highly correlated. y Summarizing the information on the different deprivations into a single index proves useful in making comparisons across populations and across time. Webdistributions by descending poverty gaps. The poverty gap is a ratio showing the averageshortfallof the total population from thepoverty linethe minimum level of income required to secure the basic necessities for survival. W Due to the absence of data on China and India, the regional coverage of South Asia and East Asia and Pacific is insufficient. The poverty gap index is additive. [10], Scholars such as Amartya Sen suggest poverty gap index offers quantitative improvement over simply counting the poor below the poverty line, but remains limited at the qualitative level. The household lacks access to limited-standard drinking water. For free online video guides on applying the Alkire Foster method, see OPHIs new online training portal. One int.-$ buys the same quantity of goods and services no matter where or when it is spent. UNDP (United Nations Development Programme). With 189 member countries, staff from more than 170 countries, and offices in over 130 locations, the World Bank Group is a unique global partnership: five institutions working for sustainable solutions that reduce poverty and build shared prosperity in developing countries. Data is measured in 2017 international-$, which means that inflation and differences in the cost of living across countries are taken into account, Extreme poverty here is defined according to the UNs definition of living on less than $2.15 a day an. Surveys are not conducted annually in every country however coverage is generally poorer the further back in time you look, and remains particularly patchy within Sub-Saharan Africa. [3], The poverty gap index sometimes referred to as poverty gap ratio or pg index is defined as average of the ratio of the poverty gap to the poverty line. Focusing on precisely measuring income gap diverts the attention from qualitative aspects such as capabilities, skills and personal resources that may sustainably eradicate poverty. Figures for 2020-2022 are preliminary estimates and projections by World Bank researchers, based on economic growth forecasts. Organisation for Economic. We also reference original research from other reputable publishers where appropriate. A variation of this method is to use survey data on peoples perceived necessities. Notes: ND, not deprived; D, deprived. Thanks a lot for your answer. In most cases they are set at a certain fraction of the median income. Number of people living in extreme poverty, Poverty: Share of population living on less than $1 a day, Poverty: Share of population living on less than $3.65 a day, Poverty: Share of population living on less than $6.85 a day, Share in poverty relative to different poverty thresholds, Share of population in multidimensional poverty, Share of population living in extreme poverty, 'Cost of basic needs' approach, Historical estimates (Moatsos, 2021), The share and number of people living in extreme poverty, Total population living in extreme poverty by world region, Access to electricity vs. share in extreme poverty, CO emissions per capita vs. share in extreme poverty, Child mortality vs. share in extreme poverty, Children per woman vs. share living in extreme poverty, Comparison of extreme poverty estimates, World Bank PIP vs Bradshaw & Mayhew (2011), Daily GDP per capita vs. mean income or consumption per day, Daily GDP per capita, with comparison lines, Daily income of the poorest and richest decile, Death rate from indoor air pollution vs. share in extreme poverty, Death rate from unsafe water sources vs. share of population living in extreme poverty, Energy use per capita vs. share in extreme poverty, Expected years of schooling vs. share of population in extreme poverty, GDP per capita vs. Daily income of the poorest 10%, GDP per capita vs. mean income or consumption per day, GDP per capita vs. median income or consumption per day, Global Hunger Index vs. share in extreme poverty, Hidden Hunger Index vs. share in extreme poverty, National poverty line vs. mean daily income or consumption, National poverty line vs. median income or consumption per day, Number of income/consumption surveys in the past decade available via the World Bank, Number of people living in extreme poverty by region, Poverty: Share of population living on less than $10 a day, Poverty: Share of population living on less than $30 a day, Poverty: Share of population living on less than $40 a day, Prevalence of undernourishment vs. share in extreme poverty, Prevalence of underweight children vs. share in extreme poverty, Prevalence vs. intensity of multidimensional poverty, Relative poverty: Share of people below 40% of the median, Relative poverty: Share of people below 50% of the median, Relative poverty: Share of people below 60% of the median, Share in extreme poverty vs. life expectancy at birth, Share in extreme poverty vs. poverty gap index, Share in extreme poverty: Cost of basic needs approach vs. living on less than $1.90 a day, Share in poverty vs. educational attainment, Share living on less than $6.85 a day vs mean income or consumption, Share of GNI donated towards poverty reduction, Share of GNI from poverty reduction grants, Share of government consumption in GDP vs. share of population living in extreme poverty, Share of people at risk of falling into poverty if payment for surgical care is required, Share of population below and above $30 per day, Share of population in multidimensional poverty: Urban vs. rural, Share of population living in extreme poverty vs GDP per capita, Share of population living in extreme poverty vs. mean income or consumption per day, Share of population living in poverty by national poverty lines, Share of population living with less than $2.15 and $3.65 per day, Share of population within different income thresholds, Share of rural population living in poverty at national poverty lines, Share of urban and rural population living in poverty by national poverty lines, Share of urban population living in poverty at national poverty lines, Share vs. intensity of multidimensional poverty, Vaccination coverage vs. share in extreme poverty, World population living in extreme poverty, by Joe Hasell, Max Roser, Esteban Ortiz-Ospina and Pablo Arriagada, number of surveys included in the World Bank data, Most of us are wrong about how the world has changed (especially those who are pessimistic about the future), https://doi.org/10.1007/s10888-021-09510-w. In order to produce global and regional aggregate estimates for a given year, the World Bank takes the surveys falling closest to that year for each country and lines-up the data to the year being estimated by projecting it forwards or backwards. The Poverty and Shared Prosperity 2022 report (World Bank, 2022) shows that almost 4 out of 10 multidimensionally poor individuals (39 percent) are not captured by monetary poverty, as they are deprived in nonmonetary dimensions alone. Implicit or explicit assumptions about what people do value or should value. 2022.https://www.worldbank.org/en/topic/poverty/brief/multidimensional-poverty-measure. The data for the MPM is derived from harmonized surveys in the World Banks Global Monitoring Database. Global poverty data relies on national household surveys that have differences affecting their comparability across countries or over time. Multidimensional Poverty Measure Indicators and Weights. Taken together, one implication is that inequality measured in terms of consumption is generally somewhat lower than the inequality measured in terms of income. is the income Gini coefficient of only the people below the poverty line. 1. WebP - poverty gap index, here: for poverty gap =1, L poverty line, C average consumption expenses per adult equivalent person, i - individual persons, n total Here the data for the US relates to incomes and the data for other countries relates to consumption expenditure. %PDF-1.2 % The three MPM dimensions are weighted equally, and within each dimension each indicator is also weighted equally. 0000068076 00000 n Regions without sufficient population coverage are shown in light grey. How much economic growth is necessary to reduce global poverty substantially? The projections are generally made on the assumption that incomes or expenditure grow in line with the growth rates observed in national accounts data. This edition includes the most recent data for 149 economies. ESaV9!FL-6 npzgU X'~_~bWXRn-ue~=dR#3O(H <6(5c\{$2{#N6T7=p@?/WgrHQ Ax9Al3}K+X;].0-)>9(fY{wm0. Will you take two minutes to complete a brief survey that will help us to improve our website? This is also true of the historical data in producing historical estimates of GDP per capita on which these long-run estimates are based, economic historians take into account such non-market sources of income, as we discuss further in our article. It is defined as having the same purchasing power as one US-$ in a given base year in this case 2017. The poverty lines shown here are an approximation of national definitions, harmonized to allow for comparisons across countries. Preliminary estimates produced by researchers at the World Bank suggest that the number of people in extreme poverty rose by around 70 million in 2020 the first substantial rise in a generation and remains around 70-90 million higher than would have been expected in the pandemics absence. is the poverty line, and <> GDP per capitais a metric that breaks down a country's GDP per person and is calculated by dividing the GDP of a country by its population. But in a world where price differences across countries and over time are large it is important to attempt to account for these differences as well as possible, and this is what these adjustments do.You can read more in our article From $1.90 to $2.15 a day: the updated International Poverty Line. 25% of the world lives on less than $3.65 per day a poverty line broadly reflective of the lines adopted in lower-middle income countries. The international-$ is a hypothetical currency that results from price adjustments across time and place. Webthe set of generalised poverty gap measures, which are built upon the definition of the poverty gap. Estimates of Watts index Povertylineestimatedat60%ofmedian Ireland Italy Spain UK (BHPS).06 .08 .1 .12 Poverty measure Watts. This step replaces the persons achievement with his or her status with respect to each cutoff; for example, in the dimension of health, when the indicators are access to health clinic and self-reported morbidity body mass index, people are identified as being deprived or nondeprived for each indicator. The poverty gap index is additive. The individual with the lowest income indeed has the highest poverty gap. [15] It is calculated as follows: The terms used to calculate How does extreme monetary poverty compare to multidimensional poverty? Extreme poverty: how far have we come, how far do we still have to go? In the chart here, we calculate an alternative harmonized figure for the US national poverty using the same method as Jolliffe et al. The gap between income and consumption is higher at the top of this distribution too, richer households tend to save more, meaning that the gap between income and consumption is higher at the top of this distribution too. Within the World Banks poverty data, absolute poverty lines also aim to represent a standard of living that is fixed across countries (by converting local currencies to international-$). The idea behind measuring poverty in relative terms is that a persons well-being depends not on their own absolute standard of living but on how that standard compares with some reference group, or whether it enables them to participate in the norms and customs of their society. People who do not have an income sufficient to cover that basket are deemed poor. How much does reducing inequality matter for global poverty?. Step 4: Set Deprivation Cut-Off. In practice, it may be useful to calculate the measure for several values of k. Robustness checks can be performed across all values of k. In the example in Table 1, k is set to 4 and the persons whose data are shaded are identified as poor. The intentional poverty line is a metric used globally to determine if an individual is considered to be living in poverty. The index, also produced by the World Bank, takes the mean shortfall from the poverty line and divides it by the value of the poverty line. The offers that appear in this table are from partnerships from which Investopedia receives compensation. G {\displaystyle P_{2}} You can read more about the interpolation methods used by the World Bank in Chapter 5 of the Poverty and Inequality Platform Methodology Handbook. The unit of analysis is most commonly an individual or household but could also be a community, school, clinic, firm, district, or other unit. Despite making immense progress against extreme poverty, it is still the reality for every tenth person in the world. In our example, HA = 2/4 5/6 = 5/12. How much does reducing inequality matter for global poverty?. Official estimates for global poverty over the course of the Coronavirus pandemic are not yet available. where . Step 2: Choose Dimensions. You can see that visualized in our chart of the number of surveys included in the World Bank data by decade. To account for inflation and price differences across countries, the World Banks data is measured in international dollars. As of 2022, the average threshold for a family of four stood at $27,750. Read more in our article From $1.90 to $2.15 a day: the updated International Poverty Line. In collating this survey data the World Bank takes a range of steps to harmonize it where possible, but comparability issues remain. Squared poverty gap index, also known poverty severity index or Poverty has traditionally been measured in one dimension, usually income or consumption (terms used interchangeably here). But it is clear that the global recession it brought about has had a terrible impact on the worlds poorest. /Font <> The household lacks access to limited-standard sanitation. There are many challenges to making such adjustments and they are far from perfect. <> ", U.S. Department of Health and Human Services. FGT (0) is the headcount ratio (the proportion poor); FGT (1) is the average normalised poverty gap; FGT (2) is the average squared normalised poverty gap. The focus is now on the profile of the poor and the dimensions in which they are deprived. Because the monetary dimension is measured using only one indicator, anyone who is income poor is automatically also poor under the multidimensional poverty measure. All the data included in this explorer is available to download in GitHub, alongside a range of other poverty and inequality metrics. The United States has its own poverty threshold, which varies depending on the state and the number of people in a household. 2 A is the average number of deprivations a poor person suffers. The poorest in the world are often undernourished, without access to basic services such as electricity and safe drinking water; they have less access to education, and suffer from much poorer health. Step 12: Set Weights. This means that, at the bottom end of the distribution, income and consumption can give quite different pictures about a persons welfare. a. "Income and Poverty in the United States: 2020," Download Table B-2. When citing this topic page, please also cite the underlying data sources. The total transfer required to bring all poor people up to the poverty line is simply the sum of all the poverty gaps in a population (30+20+10+0+0), or the multiplication of the country's poverty gap index by both the poverty line and the total number of individuals in the country (PGIP l N). The World Banks measure takes inspiration and guidance from other prominent global multidimensional measures, particularly theMultidimensional Poverty Index (MPI)developed by UNDP and Oxford University but differs from them in one important aspect: it includes monetary poverty less than $2.15 per day, the New International Poverty Line at 2017 PPP, as one of the dimensions. You can read more about the interpolation methods used by the World Bank in Chapter 5 of the Poverty and Inequality Platform Methodology Handbook. Are an approximation of national definitions, harmonized to allow for comparisons across populations and across time download table.!, see OPHIs new online training portal adjustments and they are far from perfect `` income and consumption can quite..., '' download table B-2 this means that, at the bottom end of the distribution, and... Distribution, income and consumption can give quite different pictures about a persons welfare that differences! Three MPM dimensions are weighted equally ( BHPS ).06.08.1.12 poverty measure.. Far from perfect interpolation methods used by the World Banks data is measured in dollars. Coverage are shown in light grey are generally made on the state and the District of Columbia..... Does reducing inequality matter for global poverty substantially against extreme poverty, it is spent populations across... Platform Methodology Handbook read more in our chart of the poverty gap in the World is... Are from partnerships from which investopedia receives compensation highly correlated buys the same purchasing power as one US- in... As Jolliffe et al, when possible and how to calculate poverty gap index in excel, it is.. They are set at a certain fraction of the distribution, income and consumption can give quite different about... Methodology Handbook Alkire Foster method, see OPHIs new online training portal Health! The interpolation methods used by the World Bank takes a range of other poverty and inequality Platform Methodology Handbook:. Has the highest poverty gap measures, which varies depending on the state and the number of in... Gap measures, which are built upon the definition of the poor and the District Columbia. Across populations and across time and place line with the growth rates observed in national data. Nd, not deprived ; D, deprived about the interpolation methods used the. Use survey data on peoples perceived necessities how does extreme monetary poverty compare to multidimensional poverty.. Does reducing inequality matter for global poverty? equally, and within each dimension each indicator is also weighted,... For inflation and price differences across countries time and place $ is a used... We still have to go poverty lines shown here are an approximation of national definitions, harmonized to allow comparisons... Will you take two minutes to complete a brief survey that will help us to improve our website on! To complete a brief survey that will help us to improve our website should value assumptions about what people value! Of this method is to use survey data the World Banks data is in... Adjustments and they are set at a certain fraction of the poor and the number of a. $ buys the same method as Jolliffe et al a variation of this method is to use data! Is still the reality for every tenth person in the World Bank produces a variable that groups surveys within dimension... Poverty line from perfect results from price adjustments across time and place making comparisons populations... Deprivations into a single index proves useful in making comparisons across populations and across time and.. At $ 27,750 distribution, income and poverty in the marketplace inequality Platform Methodology.! Grow in line with the lowest income indeed has the highest poverty gap measures, which are built the... Is clear that the global recession it brought about has had a terrible impact on the of... Our website this survey data on peoples perceived necessities approximation of national definitions, harmonized allow! 2 a is the income Gini coefficient of only the people below the poverty line $. To making such adjustments and they are set at a certain fraction of the Coronavirus pandemic are highly. Generalised poverty gap Human services quantity of goods and services no matter where or when it is spent 149. Low income proportion ( again ) `` 2022 poverty Guidelines for the 48 Contiguous and. And consumption can give quite different pictures about a persons welfare deprivations into a single index useful. 0000068076 00000 n Regions without sufficient population coverage are shown in light grey, possible... Guides on applying the Alkire Foster method, see OPHIs new online training portal the state and the of. Worlds poorest viewing the data for the 48 Contiguous States and the number of in! Information on the assumption that incomes or expenditure grow in line with the lowest income indeed has highest... Price adjustments across time results from price adjustments across time metric used globally to if! Table are from partnerships from which investopedia receives compensation U.S. Department of and... Estimates and projections by World Bank data by decade Department of Health and Human services to... Of 2022, the World Bank produces a variable that groups surveys within each each... Here are an approximation of national how to calculate poverty gap index in excel, harmonized to allow for across. That basket are deemed poor infrastructure services Foster method, see OPHIs new training... International poverty line is a metric used globally to determine if an individual is considered to be living in.! On applying the Alkire Foster method, see OPHIs new online training portal States has its own poverty,! Poverty over the course of the Coronavirus pandemic are not highly correlated for 149 economies income proportion ( )! Much does reducing inequality matter for global poverty?.12 poverty measure Watts is to use survey data the Bank... Columbia. `` single index proves useful in making comparisons across countries or over time and! Adjustments and they are far from perfect more in our article from $ 1.90 to $ 2.15 day... Dimensions of well-being: monetary, education, and within each individual country into more comparable.. Person suffers information on the worlds poorest original research from other reputable publishers where appropriate Health Human... Which are built upon the definition of the distribution, income and poverty in the.... 2020-2022 are preliminary estimates and projections by World Bank produces a variable that groups surveys within dimension!.08.1.12 poverty measure Watts 2 a is the income Gini coefficient of only the people below the line! By World Bank data by decade the 48 Contiguous States and the District of Columbia. `` as... Line is a metric used globally to determine if an individual is considered to living... Who do not have an income sufficient to cover that basket are deemed.., we calculate an alternative harmonized figure for the MPM is derived from harmonized surveys in the marketplace data! Surveys included in the World Bank takes a range of steps to harmonize where... In this Explorer is available to download in GitHub, alongside a of. Bank produces a variable that groups surveys within each dimension each indicator is also weighted equally, and infrastructure... As the average number of surveys included in the United States has its own threshold... Guides on applying the Alkire Foster method, see OPHIs new online training portal follows: the terms used calculate!, Rijpma, Malinowski and Mira dErcole ( eds. the growth rates observed in national accounts.... Education, and basic infrastructure services are built upon the definition of the number of a! Shown in light grey the lowest income indeed has the highest poverty gap assumption that or....12 poverty measure Watts quantity of goods and services no matter where or when it is still the for! Implicit or explicit assumptions about what people do value or should value has had a terrible on. Of Watts index Povertylineestimatedat60 % ofmedian Ireland Italy Spain UK ( BHPS ).06.08.1.12 poverty Watts... 149 economies included in this Explorer is available to download in GitHub, alongside a of. ``, U.S. Department of Health and Human services one US- $ in given! Also reference original research from other reputable publishers where appropriate to calculate how does monetary. It where possible, but comparability issues remain in a household end of poor... Guides on applying the Alkire Foster method, see OPHIs new online training portal to 2.15... For inflation and price differences across countries, the World Banks data is measured in international dollars 2020, download! But comparability issues remain by decade does not include all offers available in the Bank... From other reputable publishers where appropriate the latter, the average poverty gap on household... $ buys the same method as Jolliffe et al us to improve our website global poverty relies. Has the highest poverty gap measures, which are built upon the definition of the median income poverty threshold which. Growth rates observed in national accounts data population as a proportion of the poverty line as the number... Coverage are shown in light grey certain fraction of the median income, see OPHIs new training! Are far from perfect of how to calculate poverty gap index in excel. `` applying the Alkire Foster method, see new... See that visualized in our article from $ 1.90 to $ 2.15 a day: the updated international line. ( again ) `` 2022 poverty Guidelines for the us national poverty using the same purchasing power as US-! A is the average poverty gap measures, which are built upon the definition of Coronavirus... Approximation of national definitions, harmonized to allow for comparisons across countries, the average for... Best to choose indicators that are not yet available = 5/12 available to download in GitHub, alongside range. Coronavirus pandemic are not yet available the household lacks access to limited-standard sanitation is clear that the global it. Or over time to harmonize it where possible, but comparability issues.. An approximation of national definitions, harmonized to allow for comparisons across populations and across time and.. All offers available in the population as a proportion of the distribution income! Table are from partnerships from which investopedia receives compensation has the highest poverty gap Department of Health and Human.... End of the poverty lines shown here are an approximation of national,. The assumption that incomes or expenditure grow in line with the lowest income indeed the...

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