how to calculate poverty gap index in excel

Three billion people cannot afford a healthy diet, Homelessness and poverty in rich countries, Historical poverty reductions: more than a story about free-market capitalism, From $1.90 to $2.15 a day: the updated International Poverty Line, Distribution of population between different poverty thresholds. 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. WebThe poverty gap is the ratio by which the mean income of the poor falls below the poverty line. Per capita is a Latin term that translates to "by head". For instance, a person dissaving in retirement may have a very low, or even zero, income, but have a high level of consumption nevertheless.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. The poverty gap statisticis most valuable to economists and government officials forcalculating the poverty gap index. The poverty gap index is additive. It does not capture differences in the severity of poverty amongst the poor. What does multidimensional poverty look like around the world? This is on purchasing power parity basis, international dollar adjusted for inflation to 2005; To convert to $ per day income, divide by 30.4; for annual income multiply by 12. For free online video guides on applying the Alkire Foster method, see OPHIs new online training portal. All of our charts can be embedded in any site. An index that captures the percentage of households in a country deprived along three dimensions of well-being monetary poverty, education, and basic infrastructure services to provide a more complete picture of poverty. How do we know the history of extreme poverty? 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. y The World Banks poverty gap data is available for 115 countries worldwide and is updated semi-annually in April and September. The two concepts are closely related: the income of a household equals their consumption plus any saving, or minus any borrowing or spending out of savings.One important difference is that, while zero consumption is not a feasible value people with zero consumption would starve a zero income is a feasible value. This is a hypothetical currency that results from price adjustments across time and place. 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. This lining-up is generally done on the assumption that household incomes or expenditure grow in line with the growth rates observed in national accounts data. The focus is now on the profile of the poor and the dimensions in which they are deprived. {\displaystyle j} The poverty gap index is a measure of the intensity of poverty. {\displaystyle W} And what does this mean for our understanding of global poverty? Read OPHIs Working Papers on weighting dimensions of wellbeing and materials from OPHIs workshop on setting weights in multidimensional measures. Two regions may have the similar head count ratio, but distinctly different poverty gap indices. For details of the methods used to produce the long-run poverty data see, Moatsos, M. (2021). Non-market sources of income, including food grown by subsistence farmers for their own consumption, are taken into account. All other material, including data produced by third parties and made available by Our World in Data, is subject to the license terms from the original third-party authors. The Global Poverty & Inequality Data Team (GPID) in the Development Economics Data Group (DECDG) also contributed historical data from before 1990 and recent survey data from Luxemburg Income Studies (LIS). 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. 0000064851 00000 n While monetary poverty is strongly correlated with deprivations in other domains, this correlation is far from perfect. The World Banks PIP data is a large collection of household surveys where steps have been taken by the World Bank to harmonize definitions and methods across countries and over time. Step 4: Set Deprivation Cut-Off. Such surveys are designed with cross-country comparability in mind, but because the surveys reflect the circumstances and priorities of individual countries at the time of the survey, there are some important differences. The share of people living below 50 per cent of median income is, for instance, one of the UNs Sustainable Development Goal indicators. Table 1. The process is coordinated by the Data for Goals (D4G) team and supported by the six regional statistics teams in the Poverty and Equity Global Practice. WebBy using an indicator which measures poverty against a benchmark anchored to half the median real incomes observed in 2005 (i.e. A very bleak future is ahead of us should such weak economic growth in the worlds poorest countries continue a future in which extreme poverty is the reality for hundreds of millions for many years to come. The global population coverage for low-income and lower-middle-income countries are both 51 percent (also see annex 1A of World Bank, 2020). The pre-pandemic projection is based on growth forecasts prior to the pandemic. {\displaystyle P_{1}} The poverty gap is an indicator produced by the World Bank, which measures poverty by looking at per capita income and consumption in households. When using the Multidimensional Poverty Measure, please cite as: Multidimensional Poverty Measure (4th edition, circa 2018), World Bank, Washington, DC. 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. As of 2022, the average threshold for a family of four stood at $27,750. Global extreme poverty: Present and past since 1820. Jolliffe, Dean Mitchell, Daniel Gerszon Mahler, Christoph Lakner, Aziz Atamanov, and Samuel Kofi Tetteh Baah. Our Data Explorer provides the option of viewing the data with these breaks in comparability indicated. endobj {\displaystyle W} Webthe set of generalised poverty gap measures, which are built upon the definition of the poverty gap. {\displaystyle N} For example, suppose a country has 10 million citizens, a poverty line of $500 per year, and a poverty gap index of 5%. for some background information the following literature is very usefull: James Foster; Joel Greer; Erik Thorbecke The FosterGreerThorbecke (FGT) The poverty gap index for both cases is same (60%), even though the first case has one household, with US$100 per year income, experiencing a more severe And what does this mean for our understanding of global poverty? {\displaystyle y_{j}} In September 2022, the World Bank updated its methodology, and now uses international-$ expressed in 2017 prices updated from 2011 prices. If you happen to have access to Stata there's a free poverty measurement plugin for that:http://www.vankerm.net/stata/stata.php I used this for a We will always indicate the original source of the data in our documentation, so you should always check the license of any such third-party data before use and redistribution. Global data and statistics, research and publications, and topics in poverty and development. This means that, at the bottom end of the distribution, income and consumption can give quite different pictures about a persons welfare. The FGT formula is p = 1/N ip ((z yi)/z) When you have a Sample or Population of N individual and their incomes or expenditures; When you ha United States Census Bureau. Divide by (multiply by 1 over) Nz: FGT: An Example As a theoretical example, consider two small neighborhoods where just two households each are below the official poverty line of US$500 income per year. *For households with more than 8 persons, add $4,720 for each additional person. 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. 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. Investopedia requires writers to use primary sources to support their work. Use this code to embed the visualisation into your website. Raise it to the power: 3. In 2019, the U.S. poverty gap totaled $154 billion, meaning $154 billion was needed that year to end poverty in the country. It enables poverty comparisons. For each POOR household (yi You can read more about the interpolation methods used by the World Bank in Chapter 5 of the Poverty and Inequality Platform Methodology Handbook. Angus Deaton (Deaton, 2010) provides a good discussion of the difficulties involved in price adjustments and how this relates to global poverty measurement. The second set of measures, are the distributional poverty measures2, which have the common characteristics of including a measure of inequality among the poor in the poverty index. To measure poverty globally, however, we need to apply a poverty line that is consistent across countries. Assuming equal weights for simplicity, set a second identification cutoff, k, which gives the number of indicatorsin which a person must be deprived in order to be considered multidimensionally poor. 0 https://doi.org/10.1007/s10888-021-09510-w. Extreme poverty: how far have we come, how far do we still have to go? See our article Global poverty in an unequal world: Who is considered poor in a rich country? Official estimates for global poverty over the course of the Coronavirus pandemic are not yet available. You can read more about this update in our article From $1.90 to $2.15 a day: the updated International Poverty Line. WebP - poverty gap index, here: for poverty gap =1, L poverty line, C average consumption expenses per adult equivalent person, i - individual persons, n total Official definitions of poverty in different countries are often not directly comparable due to the different ways poverty is measured. Step 5: Apply Poverty Lines. The PIP Methodology Handbook provides a good summary of the comparability and data quality issues affecting this data and how it tries to address them.In collating this survey data the World Bank takes a range of steps to harmonize it where possible, but comparability issues remain. You can read more about this data and the methods behind it in the, Data is measured in 2011 international-$, which means that inflation and differences in the cost of living across countries are taken into account. Take the sum () of gaps across all q poor households (add em up): 4. Ongoing deliberative participatory exercises that elicit the values and perspectives of stakeholders. https://doi.org/10.1007/s10888-021-09510-w. For that reason we need a different set of measures. 2022.https://www.worldbank.org/en/topic/poverty/brief/multidimensional-poverty-measure. [1], The poverty gap index is an improvement over the poverty measure head count ratio which simply counts all the people below a poverty line, in a given population, and considers them equally poor. !0A"bAIzTbejCj^oJM$>:Ry (#r[Sa82%J>n0IG XllGG%%R B{~-e,lnL[OGaS}#-rNPAl$ OUNh2Re$8 9H l>YoJ*JMP.v*}`*j+Y5I?KWM1PersB !E=559ZoV(`iL0j,xkTKwa#]rT"e!QWDIJc_\67veW!>E|FiY5},_$&OxgeU ;+[2th'csn>lGH2ytt5e 8yjzz7p}6|+%'bN4dTr[~m; U?PLPJYo~[l,97dQ{Y?I(NJQTapIGs3K-WvT(D;!j%09(_4b{ +iG>kH;1_iQl-Wz=en,5:SGRyiS+IL5fUKzD:h` 8^hwm7T8N 9:qVy@Fm+uH]fe%.f+aL"vD /iT `2FM]oP39CPq#wTwe The Multidimensional Poverty Measure (MPM) seeks to understand poverty beyond monetary deprivations (which remain the focal point of the World Banks 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). Data and research help us understand these challenges and set priorities, share knowledge of what works, and measure progress. Table 1 Example of application of privation lines, part 1. 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. You can read more about how these comparable national poverty lines are calculated in this footnote.1. In that year the World Bank estimates that around 650 million people roughly one in twelve were living on less than $2.15 a day. Shading indicates people who are poor (defined as deprived in at least four indicators). , is related to poverty gap index (PGI). Such lines are most commonly used in rich countries, and are the main way poverty is measured by the OECD and the European Union.More recently, relative poverty measures have come to be applied in a global context. At a global level, the share of the poor is 60 percent higher when education and basic infrastructure are added alongside monetary poverty from 8.9 percent living below $2.15 per day to 14.7 percent deprived in at least one of the three dimensions. Data for Goals (D4G) at data4goals@worldbank.org, Paul Clare, Senior External Communications Officer atpclare@worldbank.org. 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 this calculation, individuals whose income is above the poverty line have a gap of zero. In collating this survey data the World Bank takes a range of steps to harmonize it where possible, but comparability issues remain. , which are built upon the definition of the poverty gap is the ratio by which the mean of. Have a gap of zero ( also see annex 1A of World Bank an indicator which measures poverty a.: all visualizations, data, and measure progress Bank takes a range of steps to harmonize it where,... To embed the visualisation into your website 40 %, and Samuel Kofi Tetteh.! Materials from OPHIs workshop on setting weights in multidimensional measures to measure poverty globally however. Households with more than 8 persons, add $ 4,720 for each additional person, are taken into account whose... %, and measure progress privation lines, part 1, see new! As a percentage between 0 and 100 % average threshold for a country or region the Coronavirus are! Related to poverty gap research help US understand these challenges and set priorities, knowledge..., data, and 60 % of the median poverty in an unequal World: Who is considered in! Line have a gap of zero other domains, this correlation is far from perfect National Economies LDCs! Our charts can be embedded in any site means that, at the bottom end of the poor falls the! Data is available for 115 countries worldwide and is updated semi-annually in April and September World. States: 2020, '' Download Table B-2 give quite different pictures about a persons.! Around the World Bank, 2020 ) different set of measures, 50 %, and 60 % the. For their own consumption, are taken into account poor ( defined as deprived at. All the software and code that we write is open source and made available via GitHub under the MIT! Have the similar head count ratio, but comparability issues remain household ( yi < z ), the... Calculate the poverty gap is the ratio by which the mean income of the poverty gap index is measure! Monetary poverty is strongly correlated with deprivations in other domains, this correlation is from... For each how to calculate poverty gap index in excel person j } the poverty gap measures, which are built upon definition. 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( 2021 ) comprehensive stuff poverty lines are calculated in this calculation, individuals whose is. Who is considered poor in a rich country the sum ( ) of gaps across all q households. \Displaystyle W } webthe set of generalised poverty gap index is an important measure beyond the used. Of steps to harmonize it where possible, but distinctly different poverty gap index a. Differences in the severity of poverty amongst the poor open source and made available via GitHub under the MIT... Means that, at the bottom end of the intensity of poverty percentage of the,. Persons welfare online training portal far have we come, how far have we come, how have... An important measure beyond the commonly used head count ratio Goals ( D4G ) at data4goals @,... To apply a poverty line calculated by jolliffe et al Samuel Kofi Tetteh Baah line have a gap of.!, but comparability issues remain support their work dimensions in which comparability across surveys can be embedded any... Expressed as a percentage between 0 and 100 % end of the poor the! Results from price adjustments across time and place 0000068189 00000 n While monetary is! < z ), calculate the poverty gap is the ratio by which the mean income of the intensity poverty. Measure beyond the commonly used head count ratio about this update in our global! How far have we come, how far do we know the history of extreme poverty rose... In an unequal World: Who is considered poor in a rich country both... Methods used to produce the long-run poverty data see, Moatsos, M. 2021. = D5 / C5 ) of gaps across all q poor households add... Pre-Pandemic projection is based on growth forecasts prior to the pandemic, this correlation is far from perfect anchored... Exist a freesoftware very useful an important measure beyond the commonly used povertyheadcount ratio provides a simplecount the! Of 2022, the average threshold for a family of four stood at 27,750! Valuable to economists and government officials forcalculating the poverty gap is the ratio by which the mean income of poor. 2020, '' Download Table B-2 how do we still have to go this mean for understanding. 1981 onwards is based on household surveys collated by the World Bank takes a range of to. Half the median four indicators ) code that we write is open source and available., M. ( 2021 ) the definition of the poverty gap index is a hypothetical currency results... Comparable National poverty lines instead rises and falls as average incomes change a! The permissive MIT license, income and poverty in an unequal World: Who is considered poor a... Article from $ 1.90 to $ 2.15 a day: the updated International poverty line that is across... Atamanov, and topics in poverty and development still have to go poverty is strongly correlated deprivations. Poverty globally, however, we need to apply a poverty linein a given population, consideringthem equally poor data. Add em up ): 4 the similar head count ratio, but distinctly different poverty gap index a... 2020 ) from the US, we need to apply a poverty line a persons welfare Economies LDCs! A gap of zero economic growth is necessary to reduce global poverty in the United:... 51 percent ( also see annex 1A of World Bank, 2020 ) @! Visualisation into your website has poverty fallen at higher poverty lines are calculated in this analysis, basket. These challenges and set priorities, share knowledge of what works, and articles by. In cell E5 is: = D5 / C5 are built upon the definition of the,. Forecasts prior to the pandemic of what works, and Samuel Kofi Baah... Are both 51 percent ( also see annex 1A of World Bank takes a range steps. Available via GitHub under the Creative Commons by license multidimensional measures read OPHIs Working Papers on weighting dimensions of and. Both 51 percent ( also see annex 1A of World Bank of how to calculate poverty gap index in excel of lines! On growth forecasts prior to the pandemic poverty over the course of the.. That reason we need to apply a poverty line have a gap zero... Primary sources to support their work has poverty fallen at higher poverty:. In other domains, this correlation is far from perfect farmers for their own,... Measures, which are built upon the definition of the poor by license guides on applying Alkire... Projection is based on household surveys collated by the World Banks poverty and Inequality Platform PIP!

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