It is astonishing how eagerly the ruling government clutches at a straw when it comes wrapped in a World Bank Poverty report. Have we discovered a new way to defeat poverty? Publish a striking statistic, celebrate the achievement, congratulate the household and leave the inconvenient questions to somebody else.The World Bank’s October 2026 Poverty and Equity Brief estimates that India’s poverty rate, measured at the lower-middle-income threshold of $4.20 a day, fell from 57.7% in 2011-12 to 16.1% in 2023-24. Extreme poverty, measured at $3 a day, declined from 27.1% to 2.6%. These are purchasing-power-parity thresholds, not ordinary dollar conversions. The progress is significant. But does crossing an international consumption threshold automatically mean that a family has become financially secure?Consider the government’s own welfare programme. Around 81.35 crore people remain covered under the National Food Security Act (NFSA) and the Pradhan Mantri Garib Kalyan Anna Yojana. The annual food subsidy is substantial, with public expenditure running into lakhs of crores. Are all these beneficiaries destitute? Certainly not. Eligibility is governed by statutory coverage limits and includes households with varying economic circumstances. But neither can the scale of this programme be conveniently ignored while declaring poverty conquered.The World Bank’s estimates draw on India’s Household Consumption Expenditure Survey (HCES). The 2023-24 survey publishes consumption estimates both with and without imputed values for selected goods received free through welfare programmes. Average monthly per-capita consumption was Rs 4,122 in rural India and Rs 6,996 in urban India without imputation; including the imputed value of specified free items, the figures rose to Rs 4,247 and Rs 7,078 respectively. Some free goods are counted and this is precisely where the debate should begin,. Can a consumption-based poverty line tell us whether a household can sustain itself without support?A real welfare gain is not evidence of higher earningsA household whose consumption improves because it receives free grain has experienced a real welfare gain, but that is not necessarily evidence of higher earnings, productivity or secure livelihoods. There is the other issue of comparability. The 2011-12 survey and the 2022-23 and 2023-24 HCES rounds used different designs, questionnaires and collection methods.The World Bank has tried to adjust for these differences. Critics argue that, without a bridge survey using both methods, the scale of any distortion remains uncertain.This does not mean that poverty has not fallen. India has made genuine gains in food security, housing, electricity, sanitation, banking access and other basic services. But it does mean that a headline figure should be treated as an estimate, not a divine revelation. When the measuring tape changes, the person being measured does not magically become taller.The government, led by the prime minister, was quick to celebrate the Indian family as the secret economic institution that pools income, supports dependants and passes wealth across generations. But the argument takes a useful insight and stretches it into a national economic theory. If the family is such a magnificent social-security system, why do 81.35 crore people remain covered by food entitlements? Why can a medical emergency push a household into debt, or a lack of stable jobs force young people into insecure work? The policymakers must introspect why the youth is in the streets demanding a regime change.India should not celebrate family-owned conglomerates, household gold holdings and the coping strategies of low-income families on the same page. A billionaire family’s balance sheet is not evidence of the financial resilience of a landless labourer’s household. The World Bank’s account points to a rise in employment, including women entering work.But the quality, duration, remuneration and security of work matter too. Unpaid family workers, casual labourers, street vendors and salaried professionals may all be classified as employed. Their economic security is hardly identical. The measurement of employment is also worrying… a person is considered employed if they worked at least for 1 hour on at least one day during the 7 days preceding the survey date.India needs to ask how many people work, and how many earn enough, regularly, to pay for food, housing, education and healthcare without depending on a subsidy or borrowing after every shock. Self-employment can mean enterprise or simply the only alternative to unemployment.None of this is an argument against welfare. Free food grains protect millions from hunger. Social security is a must and eliminating hunger should be a priority. But, is welfare a bridge to independence, or a permanent substitute for decent jobs, productive agriculture, healthcare, quality education, and potential votes? The fiscal cost is substantial, and public money has competing demands. Every rupee spent supporting vulnerable households must be weighed alongside investment in schools, skills, infrastructure, public health and job creation.India’s progress should not be only for the richPerhaps our poverty dashboard should therefore report more than the number of people crossing an international consumption threshold. It should show how many households have stable earnings, savings, secure work and the ability to withstand illness, job loss or crop failure without falling back into deprivation.India’s progress should not be only for the rich. India should own that progress without turning it into mythology, Vedas or religion. The World Bank’s estimates are important evidence, not the final word; the Indian household is an asset, but it cannot be asked to compensate forever for weak wages, insecure work and inadequate public services. Until then, let us not confuse a full ration bag with a full wallet, a welfare beneficiary with an economically independent citizen, or a falling poverty ratio with prosperity achieved.There is also the quality of life index. Brazil recently passed a legislation capping maximum work hours at 40 per week and given their citizens their lives back. India has only given more work without increasing wages. The statistics may have crossed the poverty line. The 800 million ration-card holders have not all crossed into financial security. That is the distinction worth debating.Muneer is a Fortune-500 advisor, start-up investor and co-founder of the non-profit Medici Institute for Innovation. Contact @muneer in the relaunched Twitter; not X.