{"id":341638,"date":"2025-06-29T00:56:35","date_gmt":"2025-06-28T19:26:35","guid":{"rendered":"https:\/\/forumias.com\/blog\/?p=341638"},"modified":"2025-06-29T11:51:40","modified_gmt":"2025-06-29T06:21:40","slug":"poverty-line-estimation-explained-pointwise","status":"publish","type":"post","link":"https:\/\/forumias.com\/blog\/poverty-line-estimation-explained-pointwise\/","title":{"rendered":"Poverty Line Estimation &#8211; Explained Pointwise"},"content":{"rendered":"<p>Recently, the World Bank has announced a major revision to global poverty estimates, raising the <strong>International Poverty Line (IPL)<\/strong>. It raised the IPL from <strong>$2.15\/day (2017 PPP)<\/strong>\u00a0to\u00a0<strong>$3.00\/day (2021 PPP)<\/strong>\u00a0(which at PPP-Exchange Rate for Indian Rupee in 2025 is Rs 20.6), thus, it comes out to be <strong>Rs 62\/day<\/strong> for India. While the change led to a global increase in the count of extreme poverty by\u00a0<strong>125 million<\/strong>,\u00a0<strong>India emerged as a statistical outlier in a positive direction<\/strong>.\u00a0Based on this update, it is now stated that only 5.75% Indians live under extreme poverty (down from 27% in 2011-12).<\/p>\n<table style=\"border-collapse: collapse;width: 100%\">\n<tbody>\n<tr>\n<td style=\"width: 100%;text-align: center\"><strong>Table of Content<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 100%\"><a href=\"#h1\">What is a POVERTY LINE?<\/a><br \/>\n<a href=\"#h2\">India&#8217;s Poverty Line Analysis<\/a><br \/>\n<a href=\"#h3\">What is the IMPORTANCE of Poverty Line?<\/a><br \/>\n<a href=\"#h4\">What are the CHALLENGES related to Poverty Line?<\/a><br \/>\n<a href=\"#h5\">What can be the WAY FORWARD?<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span style=\"text-decoration: underline\"><strong><a id=\"h1\"><\/a>What is a POVERTY LINE?<\/strong><\/span><\/h2>\n<ul>\n<li>A\u00a0<strong>poverty line<\/strong>\u00a0is a defined threshold that determines the minimum level of income or consumption necessary for an individual or household to meet basic living needs such as food, shelter, and clothing. Those whose income or consumption falls below this line are considered to be living in poverty.<\/li>\n<li>The poverty line defines the minimum income or consumption level required to sustain a decent standard of living. It helps classify people as poor or non-poor and guides efforts to improve living conditions and eradicate poverty.<\/li>\n<li>The poverty line may be based on\u00a0<strong>absolute measures<\/strong>\u00a0(fixed minimum needed for survival, e.g., the World Bank\u2019s $1.90 per day) or\u00a0<strong>relative measures<\/strong> (defined in relation to the median income or living standards within a society).<\/li>\n<\/ul>\n<h2><span style=\"text-decoration: underline\"><strong><a id=\"h2\"><\/a>India&#8217;s Poverty Line Analysis:<\/strong><\/span><\/h2>\n<table style=\"width: 100%;border-collapse: collapse;background-color: #f0eb60;border-color: #0f0d0d;border-style: solid\">\n<tbody>\n<tr>\n<td style=\"width: 15.4915%\"><strong>Alagh Committee (1979)<\/strong><\/td>\n<td style=\"width: 84.5085%\"><span class=\"citation-850 citation-end-850\">Developed the poverty lines for rural and urban areas based on <strong>nutritional requirements<\/strong> (2400 kcal for rural, 2100 kcal for urban).<\/span> These calorie norms were subsequently accepted by the Planning Commission.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 15.4915%\"><strong>Lakdawala Committee (1993)<\/strong><\/td>\n<td style=\"width: 84.5085%\">Recommended using <strong>Consumer Price Index for Agricultural Labourers (CPI-AL)<\/strong> for rural areas and <strong>Consumer Price Index for Industrial Workers (CPI-IW)<\/strong> for urban areas to update state-specific poverty lines. It emphasized that poverty estimates should be based on consumption expenditure surveys conducted by the National Sample Survey Organization (NSSO).<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 15.4915%\"><strong>Tendulkar Committee (2009)<\/strong><\/td>\n<td style=\"width: 84.5085%\">It moved away from a solely calorie-based model and recommended a more comprehensive &#8220;Poverty Line Basket&#8221; that included <strong>private expenditure on health and education<\/strong>, in addition to food and other basic necessities.<br \/>\nIt also recommended a uniform poverty line basket across rural and urban areas, though with different monetary values.<br \/>\nBased on its methodology, the Tendulkar Committee estimated the poverty line for 2011-12 at:<\/p>\n<ul>\n<li>\u20b9816 per capita per month for rural areas (~\u20b927.2 per day)<\/li>\n<li>\u20b91,000 per capita per month for urban areas (~\u20b933.3 per day)<\/li>\n<\/ul>\n<p>Using this line, India&#8217;s poverty rate was estimated at <strong>21.9%<\/strong> (25.7% rural, 13.7% urban), meaning approximately 26.93 crore people were below the poverty line.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 15.4915%\"><strong>Rangarajan Committee (2014)<\/strong><\/td>\n<td style=\"width: 84.5085%\">Constituted to review the Tendulkar methodology, this committee proposed higher poverty lines, considering a slightly different consumption basket.<br \/>\nPoverty Line:<\/p>\n<ul>\n<li>\u20b9972 per capita per month for rural areas (~\u20b932.4 per day)<\/li>\n<li>\u20b91,407 per capita per month for urban areas (~\u20b946.9 per day)<\/li>\n<\/ul>\n<p>Based on these lines, the Rangarajan Committee estimated India&#8217;s poverty rate to be <strong>29.5%<\/strong> for 2011-12, significantly higher than the Tendulkar Committee&#8217;s estimate.<br \/>\nHowever, the Indian government did not officially adopt the Rangarajan Committee&#8217;s recommendations, meaning the Tendulkar Committee&#8217;s estimates (for 2011-12) remained the last official poverty figures for a long time.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 15.4915%\"><strong>World Bank\u00a0<\/strong><\/td>\n<td style=\"width: 84.5085%\"><span class=\"citation-845\">The World Bank&#8217;s current extreme poverty line is <\/span><strong><span class=\"citation-845\">$2.15 per day (2017 PPP)<\/span><\/strong><span class=\"citation-845 citation-end-845\">.<br \/>\n<\/span><span class=\"citation-844\">Recently, the World Bank announced a revision to <\/span><strong><span class=\"citation-844\">$3.00 per day (2021 PPP)<\/span><\/strong><span class=\"citation-844 citation-end-844\">.<\/span> At the 2025 PPP rate, this translates to roughly <strong>\u20b962 per day<\/strong> for India.<br \/>\nUsing the World Bank\u2019s updated line, about\u00a0<strong>5.75% of Indians live in extreme poverty<\/strong> as of 2025, a sharp decline from 27% in 2011\u201312.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 15.4915%\"><strong>NITI Aayog\u00a0<\/strong><\/td>\n<td style=\"width: 84.5085%\"><strong>National Multidimensional Poverty Index (MPI):<\/strong><br \/>\n<span class=\"citation-843 citation-end-843\">Unlike a purely income\/consumption-based poverty line, the MPI measures poverty across multiple dimensions (health, education, and living standards) using 12 indicators (e.g., nutrition, schooling, cooking fuel, sanitation, electricity, housing, assets, bank accounts).<\/span> <span class=\"citation-842 citation-end-842\">NITI Aayog&#8217;s recent reports (based on NFHS data) show a significant reduction in multidimensional poverty in India:<\/span><\/p>\n<ul>\n<li data-sourcepos=\"52:9-52:142\">From <strong>29.17% in 2013-14 to 11.28% in 2022-23<\/strong>, with approximately 24.82 crore people escaping multidimensional poverty in 9 years.<\/li>\n<li data-sourcepos=\"53:9-53:82\">Rural poverty showed a larger decline than urban poverty in this period.<\/li>\n<li data-sourcepos=\"54:9-55:0\">This provides a more holistic picture of deprivation beyond just monetary income.<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<figure id=\"attachment_341639\" aria-describedby=\"caption-attachment-341639\" style=\"width: 737px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"wp-image-341639 size-full\" src=\"https:\/\/i0.wp.com\/forumias.com\/blog\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-29-005205.png?resize=737%2C845&#038;ssl=1\" alt=\"\" width=\"737\" height=\"845\" srcset=\"https:\/\/i0.wp.com\/forumias.com\/blog\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-29-005205.png?w=737&amp;ssl=1 737w, https:\/\/i0.wp.com\/forumias.com\/blog\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-29-005205.png?resize=262%2C300&amp;ssl=1 262w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><figcaption id=\"caption-attachment-341639\" class=\"wp-caption-text\">Source &#8211; Indian Express<\/figcaption><\/figure>\n<h2><span style=\"text-decoration: underline\"><strong><a id=\"h3\"><\/a>What is the IMPORTANCE of Poverty Line?<\/strong><\/span><\/h2>\n<p><strong>1.<\/strong> <strong>Quantifying the Problem:<\/strong> The primary importance of a poverty line is to provide a quantifiable measure of poverty. It helps answer the fundamental question: &#8220;How many people are poor in India?&#8221; This headcount ratio is crucial for understanding the scale of the challenge.<\/p>\n<p><strong>2.<\/strong> <strong>Tracking Progress:<\/strong> By establishing a benchmark, the poverty line allows the government and researchers to monitor the effectiveness of various development programs and policies over time. A decline in the percentage of people below the poverty line indicates progress in poverty alleviation efforts.<\/p>\n<p><strong>3.<\/strong> <strong>Targeting Welfare Schemes:<\/strong> This is perhaps the most direct and critical function of the poverty line. <span class=\"citation-874\">A vast array of government welfare programs are specifically designed to benefit households identified as <\/span><strong><span class=\"citation-874\">Below Poverty Line (BPL)<\/span><\/strong><span class=\"citation-874 citation-end-874\">.<\/span> These include:<\/p>\n<ul>\n<li><strong><span class=\"citation-873\">Public Distribution System (PDS):<\/span><\/strong><span class=\"citation-873 citation-end-873\"> Providing subsidized food grains (rice, wheat) through ration cards to BPL families under the National Food Security Act (NFSA).<\/span><\/li>\n<li data-sourcepos=\"15:5-15:169\"><strong><span class=\"citation-872 interactive-span-hovered\">Housing Schemes:<\/span><\/strong><span class=\"citation-872 citation-end-872 interactive-span-hovered\"> Programs like Pradhan Mantri Awas Yojana (PMAY) for both rural and urban areas aim to provide affordable housing to the poor.<\/span><\/li>\n<li data-sourcepos=\"15:5-15:169\"><strong>Employment Guarantee Schemes:<\/strong> While MGNREGA is universal, the poverty line can still inform the identification of most vulnerable households within villages.<\/li>\n<li data-sourcepos=\"15:5-15:169\"><strong>Social Security Pensions:<\/strong> <span class=\"citation-871 citation-end-871\">Schemes like the National Social Assistance Programme (NSAP) provide pensions to the elderly, widows, and disabled persons identified as BPL.<\/span><\/li>\n<li data-sourcepos=\"15:5-15:169\"><strong><span class=\"citation-870\">Health Schemes:<\/span><\/strong><span class=\"citation-870 citation-end-870\"> Ayushman Bharat &#8211; PM Jan Aarogya Yojana provides health insurance coverage to the poorest and most vulnerable families.<\/span><\/li>\n<\/ul>\n<p><strong>4.<\/strong> <strong>Evaluating Economic Growth:<\/strong> The poverty line helps assess whether economic growth is &#8220;inclusive&#8221; or &#8220;pro-poor.&#8221; If GDP is rising but the poverty rate is stagnant or increasing, it signals that the benefits of growth are not reaching the most vulnerable sections of society.<\/p>\n<p><strong>5. Constitutional and Legal Mandates:\u00a0<\/strong><span class=\"citation-866 citation-end-866\">The Indian Constitution enshrines the goal of a just and equitable society.<\/span> While not explicitly mentioning a &#8220;poverty line,&#8221; the efforts to define it align with the Directive Principles of State Policy, which call upon the state to promote the welfare of the people by securing a social order in which justice, social, economic, and political, shall inform all the institutions of national life. <span class=\"citation-865 citation-end-865\">Poverty estimation helps in fulfilling this mandate.<\/span><\/p>\n<p><strong>6.<\/strong> <strong>International Comparisons:<\/strong> While India has its own methodologies, international poverty lines (like the World Bank&#8217;s $2.15\/day PPP) allow for global comparisons, showing India&#8217;s relative standing in poverty reduction efforts compared to other developing nations.<\/p>\n<h2><span style=\"text-decoration: underline\"><strong><a id=\"h4\"><\/a>What are the CHALLENGES related to Poverty Line?<\/strong><\/span><\/h2>\n<p><strong>1. Defining &#8220;Basic Needs&#8221;:<\/strong> What constitutes &#8220;basic needs&#8221; is inherently subjective and changes with societal development, expectations, and inflation. The monetary value chosen for the poverty line can seem arbitrary, and even small changes to the line can drastically alter the number of people classified as poor.<\/p>\n<p><strong>2. Exclusion of Essential Non-Food Items: <\/strong>Earlier poverty lines were heavily weighted towards food. While later committees (like Tendulkar and Rangarajan) included health and education, critics argue that the allocation for these vital services often remains insufficient, assuming the state provides most of it for free, which isn&#8217;t always the case or of adequate quality. Also, what was considered essential years ago (e.g., specific food items) might change, and new necessities (e.g., mobile phones, basic internet access for education\/work) might emerge. Updating these baskets is a complex and politically charged exercise.<\/p>\n<p><strong>3. Lack of Official Poverty Line Updates:\u00a0<\/strong>The government has not officially updated or declared new poverty lines based on a domestic methodology since the Tendulkar Committee&#8217;s 2011-12 figures. This has created a vacuum. The Household Consumption Expenditure Survey (HCES), conducted by NSSO, is crucial for updating poverty estimates. <span class=\"citation-848 citation-end-848\">The 2017-18 HCES data was withheld due to &#8220;data quality issues,. T<\/span><span class=\"citation-847 citation-end-847\">he latest HCES (2022-23\/2023-24) has been released, providing updated consumption expenditure data, but official poverty lines based on this are yet to be finalized.<\/span><\/p>\n<p><strong>4. Debate Over Actual Poverty Trends:<\/strong> <span class=\"citation-841 citation-end-841\">There&#8217;s ongoing debate among economists and researchers about whether poverty has truly declined as rapidly as some estimates suggest.<\/span> Factors like demonetization, the COVID-19 pandemic, and concerns about unemployment and real wage stagnation have led some to argue that progress might have slowed or even reversed for some sections.<\/p>\n<p><strong>5. <span class=\"citation-881\">Regional Disparities:<\/span><\/strong><span class=\"citation-881 citation-end-881\"> India is a vast country with enormous variations in prices, living costs, and access to public services across states and between rural and urban areas.<\/span> A single national poverty line (or even state-specific lines adjusted by a national index) may not accurately reflect the ground reality in diverse regions.<\/p>\n<h2><span style=\"text-decoration: underline\"><strong><a id=\"h5\"><\/a>What can be the WAY FORWARD?<\/strong><\/span><\/h2>\n<p><strong>1.<\/strong> <strong>Mandate for a Modern Basket:<\/strong> The government should immediately constitute a new expert committee, similar to the Tendulkar and Rangarajan committees, but with a broader and more contemporary mandate. This committee should define a &#8220;Poverty Line Basket&#8221; (PLB) that truly reflects the minimum requirements for a dignified life in 21st-century India. The committee should recommend a mechanism for <strong>periodic revision and updating<\/strong> of the poverty line (e.g., every 3-5 years) to account for inflation, changes in consumption patterns, and evolving societal standards.<\/p>\n<p><strong>2. Leverage the Latest HCES Data (2022-23):<\/strong> The HCES data should be fully utilized to derive poverty lines and estimates at <strong>state-specific, rural-urban, and potentially even sub-state levels<\/strong>, reflecting the vast economic and cost-of-living disparities across India.<\/p>\n<p><strong>3.\u00a0Embrace a Multi-Tiered Approach to Poverty Measurement:\u00a0<\/strong>India should move beyond the debate of a single poverty line. A multi-tiered framework would be more appropriate:<\/p>\n<ul>\n<li data-sourcepos=\"22:1-25:302\"><strong>Extreme Poverty Line:<\/strong> Aligned with the World Bank&#8217;s international poverty lines (e.g., the revised $3.00\/day PPP) for international comparisons and to track progress on SDG 1.<\/li>\n<li data-sourcepos=\"22:1-25:302\"><strong>National Poverty Line:<\/strong> A domestically derived, consumption-based line reflecting the minimum for a dignified life. This could be akin to a &#8220;basic needs&#8221; poverty line.<\/li>\n<li data-sourcepos=\"22:1-25:302\"><strong>Vulnerability Line\/Near-Poor Line:<\/strong> A line slightly above the national poverty line to identify households that are not officially &#8220;poor&#8221; but are highly vulnerable to falling into poverty due to economic shocks (e.g., illness, job loss, climate events). This group also needs policy attention.<\/li>\n<\/ul>\n<p><strong>4. Strengthen Multidimensional Poverty Index (MPI):\u00a0<\/strong>The MPI should be officially recognized as a primary and <strong>complementary<\/strong> tool for poverty measurement, not a replacement for a consumption-based line. <span class=\"citation-887 citation-end-887 interactive-span-hovered\">Use MPI to identify specific deprivations (e.g., sanitation, cooking fuel, education access) at granular levels (district, block) to design targeted, multi-sectoral interventions. Continuously improve the data sources and frequency for MPI calculation (e.g., by integrating HCES data with NFHS and other administrative data).<\/span><\/p>\n<p><strong>Conclusion:<\/strong><br \/>\nBy establishing a robust, multi-tiered poverty measurement framework, leveraging new data and technology, and ensuring transparency in the process, India can refine its understanding of poverty, strengthen its welfare programs, and accelerate its journey towards becoming a truly inclusive and developed nation.<strong><br \/>\n<\/strong><\/p>\n<table style=\"border-collapse: collapse;width: 100%\">\n<tbody>\n<tr>\n<td style=\"width: 100%\"><strong>Read More: <a href=\"https:\/\/indianexpress.com\/article\/explained\/explained-economics\/explainspeaking-poverty-in-india-world-bank-data-10089567\/#:~:text=As%20such%2C%20the%20poverty%20line,is%20Rs%2062%20a%20day.\" target=\"_blank\" rel=\"noopener\">The Indian Express<\/a>, <a href=\"https:\/\/en.wikipedia.org\/wiki\/Poverty_in_India\" target=\"_blank\" rel=\"noopener\">Wikipedia<\/a><\/strong><br \/>\n<strong>UPSC GS-2: Poverty<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Recently, the World Bank has announced a major revision to global poverty estimates, raising the International Poverty Line (IPL). It raised the IPL from $2.15\/day (2017 PPP)\u00a0to\u00a0$3.00\/day (2021 PPP)\u00a0(which at PPP-Exchange Rate for Indian Rupee in 2025 is Rs 20.6), thus, it comes out to be Rs 62\/day for India. While the change led to&hellip; <a class=\"more-link\" href=\"https:\/\/forumias.com\/blog\/poverty-line-estimation-explained-pointwise\/\">Continue reading <span class=\"screen-reader-text\">Poverty Line Estimation &#8211; Explained Pointwise<\/span><\/a><\/p>\n","protected":false},"author":10391,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[130],"tags":[],"class_list":["post-341638","post","type-post","status-publish","format-standard","hentry","category-7-pm","entry"],"jetpack_featured_media_url":"","views":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/posts\/341638","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/users\/10391"}],"replies":[{"embeddable":true,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/comments?post=341638"}],"version-history":[{"count":0,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/posts\/341638\/revisions"}],"wp:attachment":[{"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/media?parent=341638"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/categories?post=341638"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/forumias.com\/blog\/wp-json\/wp\/v2\/tags?post=341638"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}