Beyond Income: Addressing Multi-Dimensional Poverty in India

When most people think about poverty, they picture an empty wallet or an income below a certain rupee figure. For decades, that is exactly how governments measured it too: draw a poverty line, count how many people fall below it, and call them poor. But this approach misses something crucial. A family might earn just enough to cross the income line yet still have a child pulled out of school to work, a daughter who is malnourished, or no access to a clean toilet. Real poverty is layered. It shows up in health, education, dignity, and opportunity, not just in earnings. Understanding poverty as multi-dimensional deprivation, rather than low income alone, changes how we think about ending it.

Why income alone fails to capture poverty
The many faces of deprivation
How India measures multi-dimensional poverty
The Haryana and Kerala puzzle
Sex ratio: a telling indicator
Health, literacy, and what they reveal
Deprivations that money cannot fix on its own
Child labour
Caste discrimination
Malnutrition
What effective poverty reduction looks like

Why income alone fails to capture poverty

The idea that poverty is more than money has a strong intellectual foundation. The economist and philosopher Amartya Sen argued that poverty should be understood as capability deprivation rather than simply a shortage of income. In his framework, what matters is whether a person has the real freedom and ability to live the kind of life they value: to be healthy, educated, well-nourished, and treated as an equal.

This is known as the capability approach. Sen pointed out that income is only a means to an end. Two people with the same income can have very different lives depending on whether they can convert that money into actual wellbeing. A person with a disability, someone living in an area with no schools, or a woman facing social restrictions may need far more resources to achieve the same quality of life. Sen described poverty as a kind of “unfreedom”, a state where people are denied the chance to improve their situation. His thinking directly shaped the United Nations’ Human Development Index, which combines health, education, and living standards rather than measuring GDP alone.

The practical lesson is simple. If you only count rupees, you will declare victory too early. You might lift millions above an income threshold while leaving them trapped in poor health, illiteracy, and social exclusion.

The many faces of deprivation

Once we accept that poverty is multi-dimensional, we start seeing forms of deprivation that an income survey would never detect. These include malnutrition, lack of schooling, poor sanitation, child labour, and discrimination based on caste or gender. These deprivations are not separate problems sitting next to poverty. They are poverty, experienced in different ways.

Consider how these dimensions reinforce one another. A child who is malnourished struggles to concentrate in school. A child who cannot attend school is more likely to be pushed into work. These connections mean that deprivations rarely arrive alone.

How India measures multi-dimensional poverty

To capture this fuller picture, NITI Aayog publishes the National Multidimensional Poverty Index (MPI). Instead of a single income line, it measures simultaneous deprivations across three equally weighted dimensions: health, education, and standard of living. These are broken down into twelve indicators aligned with the Sustainable Development Goals.

The twelve indicators include nutrition, child and adolescent mortality, maternal health, years of schooling, school attendance, cooking fuel, sanitation, drinking water, electricity, housing, household assets, and bank accounts. A household is identified as poor if it is deprived in at least one-third of these weighted indicators. This methodology is built on the globally respected Alkire and Foster method developed at the Oxford Poverty and Human Development Initiative.

The results have been encouraging. According to NITI Aayog, India’s multidimensional poverty fell from around 29 percent in 2013-14 to roughly 11 percent in 2022-23, meaning an estimated 24.8 crore people moved out of multidimensional poverty over nine years. The sharpest gains came in indicators like nutrition, sanitation, and cooking fuel, areas that a pure income measure would have ignored entirely.

It is worth noting that the MPI is not without critics. Some scholars argue that the choice of indicators, their weights, and the one-third cutoff involve subjective judgement, and that methodology should be designed to understand reality rather than to demonstrate decline. This debate is healthy. It reminds us that how we measure poverty shapes the conclusions we draw.

The Haryana and Kerala puzzle

The clearest evidence that income and human wellbeing do not move together comes from comparing Indian states. Haryana is one of the richest states in the country by per capita income, driven by agriculture, manufacturing, and proximity to Delhi. Kerala, by contrast, has historically had more modest income levels. Yet on most human development indicators, Kerala consistently outperforms Haryana.

Sex ratio: a telling indicator

Take the sex ratio, one of the most revealing measures of how a society treats its girls. Kerala records among the highest sex ratios at birth in India, while Haryana has long been near the bottom. According to recent data, Kerala had about 974 girls born for every 1,000 boys while Haryana, despite improvements through campaigns like Beti Bachao Beti Padhao, remained among the worst performers.

The point is striking. Haryana’s wealth did not automatically translate into valuing girls. A skewed sex ratio reflects deep social attitudes, son preference, and historically the practice of sex-selective abortion, none of which a high income solves on its own. Researchers attribute Kerala’s healthier ratio to high female literacy, strong healthcare systems, and social norms that value women more equally, concluding that social development, not economic development alone, shapes the sex ratio.

Health, literacy, and what they reveal

The same gap appears in health and education. Kerala has achieved very low infant mortality and near-universal literacy, with female literacy especially high. These outcomes came not from being the richest state but from decades of public investment in schools, primary health centres, and social reform. Higher female literacy in Kerala is closely linked to better health awareness, lower infant mortality, and reduced female foeticide.

This contrast is the heart of the matter. If income were the whole story, the richer state would have the healthier, better-educated, more gender-equal population. The reality flips that expectation. It demonstrates that money flowing into a state does not guarantee that it reaches women, children, and the marginalised, or that it is spent on the services that build human capability.

Deprivations that money cannot fix on its own

Several forms of poverty are tightly bound up with social structures, and rising income does little to remove them unless deliberate action is taken.

Child labour

Child labour is both a cause and a consequence of poverty. Children pulled into work are denied education, which limits their earning potential as adults and traps the next generation in the same cycle. As one analysis notes, this creates a vicious cycle where working children are denied education, leading to limited opportunities and perpetuating deprivation across generations. The drivers are not only economic. Weak schools, cultural acceptance, and a preference for educating sons over daughters all push children into the workforce.

Caste discrimination

Caste adds another layer that income cannot dissolve. A United Nations Special Rapporteur reported that in India, child labour, caste-based discrimination, and poverty are closely interlinked. Marginalised communities are often overlooked in public policies and budget allocations, and their access to justice and basic services remains limited. Studies on child under-nutrition have found that caste continues to shape who gets adequate nutrition and who does not, showing how social hierarchy directly affects the conversion of resources into wellbeing, exactly the kind of barrier Sen described.

Malnutrition

Malnutrition persists even in households that are not income-poor, because it depends on factors like maternal health, sanitation, dietary knowledge, and access to clean water. India has made real progress here, with the share of people who are multidimensionally poor and deprived in nutrition falling significantly over fifteen years, but it remains one of the most stubborn dimensions of deprivation. A child who is stunted in early years carries cognitive and physical disadvantages for life, regardless of the family’s later income.

What effective poverty reduction looks like

If poverty is multi-dimensional, then so must be the response. Simply transferring cash or boosting average incomes is not enough. The Haryana-Kerala comparison shows that the states which succeed in human development are those that invest in public services and tackle social barriers head-on.

Effective poverty alleviation rests on a few clear principles. First, universal access to quality education, especially for girls and marginalised groups, because education is the engine of capability expansion. Second, accessible public healthcare, since good health is both an end in itself and a foundation for everything else. Third, direct action against social discrimination, because caste and gender barriers block people from using the opportunities around them. Fourth, basic infrastructure like sanitation, clean water, and cooking fuel, which shape daily health and dignity.

Sen’s insight, echoed by many researchers, is that social reforms in education and public health must often precede or at least accompany economic growth, not wait for it. Kerala’s experience supports this: it built human capabilities first, and that investment paid lasting dividends. The goal is not just to raise people above an income line, but to expand the real freedoms they have to live lives they value.

Seen this way, poverty reduction becomes a project of human development. It asks not only “how much do people earn?” but “can people be healthy, educated, safe, and treated as equals?” Those are the questions that actually determine whether someone has escaped poverty.

What do you think? If a richer state like Haryana can lag behind a less wealthy state like Kerala on health and gender indicators, what does that tell us about where development funds should be directed first? And in your own community, which dimension of poverty – education, health, sanitation, or social discrimination – do you think deserves the most urgent attention?

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Table of Contents

Why income alone fails to capture poverty 🔗

The many faces of deprivation 🔗

How India measures multi-dimensional poverty 🔗

The Haryana and Kerala puzzle 🔗

Sex ratio: a telling indicator 🔗

Health, literacy, and what they reveal 🔗

Deprivations that money cannot fix on its own 🔗

Child labour 🔗

Caste discrimination 🔗

Malnutrition 🔗

What effective poverty reduction looks like 🔗