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India Insider: Agriculture Still Traps Nation’s Workforce

India Insider: Agriculture Still Traps Nation's Workforce

A Field Survey in South India’s Agricultural Towns

India’s growth story is usually told through noteworthy headline numbers. Yet beneath these aggregates lies a persistent imbalance, agriculture continues to employ a large share of the workforce, while contributing a much smaller share of output. This gap shapes income stability, consumption patterns, and the complicated experience of growth across much of the country for many people.

This essay uses field observations comparing two major agricultural towns in Tamil Nadu State in India, Tiruvannamalai and Kallakurichi. After analyzing their respective data and examining how this imbalance plays out on the ground, I offer my perspective.

Typical Agricultural Field in Southern India

Tiruvannamalai: Growth Without Employment Transformation

In Tiruvannamalai district, I visited several areas where housing conditions were poor and informal settlements were widespread. I have visited many households here since 2023. These conditions are now changing, but not in a way that fundamentally transforms employment.

Capital inflows from the neighboring State of Andhra Pradesh have fueled a real estate boom and expanded services such as lodging, restaurants, and transport. While this has altered the physical landscape and raised asset values, it has not created stable non-farm jobs at scale. Employment remains largely informal, seasonal, and low-paid, leaving the underlying agricultural labor trap intact.

Although Tiruvannamalai exhibits a relatively high services share in district GDP, the income generated by this sector accrues from a narrow group of asset owners, intermediaries, and rent-seekers. As a result, per capita income figures overstate the extent of broad-based welfare. A large share of the workforce remains engaged in low-wage service activities with limited income security.

Kallakurichi: Agricultural Dependence, Weaker Services

In Kallakurichi district, the structural imbalance is even more pronounced. Agriculture accounts for a noticeably larger share of district GDP than in Tiruvannamalai, while the services share is correspondingly lower. District level GDDP and sectoral composition data from the Department of Economics and Statistics, Government of Tamil Nadu (2022–23 provisional, current prices), show that agriculture contributes roughly one-fifth of district output, even as a disproportionately large share of the workforce continues to depend on this type of work for income.

This high dependence on agriculture results in extremely low output per worker, widespread disguised unemployment, and chronically weak incomes. Growth exists, but it is concentrated in activities that do not absorb labor effectively.

Gross Domestic District Product Comparison of Agriculture versus Non-Agriculture

Core Problem: Growth Composition, Not Growth Absence

The core structural problem in districts like Tiruvannamalai and Kallakurichi is therefore not the absence of growth, but its composition. Too many workers remain tied to a sector that generates relatively little value. Services and industry have expanded, but not in a manner that absorbs surplus rural labor at scale.

As long as labor remains trapped in low productivity farming, while non-farm sectors fail to provide stable employment opportunities, headline income measures will continue to overstate actual welfare.

Consumption Consequences of Agricultural Dependence

This imbalance has direct consequences for consumption. Towns that depend heavily on agriculture tend to exhibit weak and uneven consumption patterns. Farm incomes are inherently volatile, driven by fluctuations in commodity prices, weather conditions, and market access. In many cases, farmers are forced to sell produce at a discount, incur outright losses, or delay sales under distressing conditions. Only intermittently do they realize meaningful profits.

Chart Comparing Towns of Tiruvannamalai and Kallakurichi in Tamil Nadu

This volatility translates into cautious spending behavior. Consumption rises in short bursts following a good season, but thereafter contracts sharply. This pattern is clearly visible in districts such as Tiruvannamalai and Kallakurichi, where agricultural dependence suppresses steady consumption despite occasional income windfalls.

The same dynamic is visible at State level. Across Tamil Nadu, agriculture employs over 40 percent of the labor force, while contributing a far smaller share of output. The statistics exhibited at the district level are therefore not an isolated phenomenon, but a systemic one.

National Structural Imbalance

Zooming out further, what is visible in Tiruvannamalai and Kallakurichi mirrors India’s broader structural imbalance. Nationally, agriculture employs close to half the workforce, but contributes less than a fifth of GDP. This gap suppresses incomes, weakens consumption, and reflects India’s limited success in industrializing at scale.

India Agriculture as Percent of GDP from 1990s into 2020s

Services have grown rapidly, but they remain reliant on capital and skill intensive, and unable to absorb surplus rural labor in large numbers. As a result, economic growth continues without broad based prosperity. Headline GDP numbers improve, but the underlying structure remains fragile.

India’s central economic scrouge is growth without labor mobility. Until workers move out of low productivity agriculture jobs and into stable non-farm employment at scale, income volatility and weak consumption will remain defining features of the economy. Regardless of how strong the headline growth numbers appear, a national challenge remains.

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India Insider: Affluence Among the Few, Aspirations for Many

India Insider: Affluence Among the Few, Aspirations for Many

A recent report by Franklin Templeton highlighted that India’s per capita income will penetrate the $5,000.00 USD level by 2031, pushing the country into what some analysts consider an affluence trigger zone. Their article celebrates the consumer boom showing the rising sales of premium detergents, growing green tea consumption, and a surge in discretionary spending, as if prosperity has finally crossed over into a mainstream phenomena.

But a closer look reveals something else and a worthwhile critique of Franklin Templeton’s optimistic portrayal.

Who Actually Spends this Money ?

The Franklin Templeton report confidently attributes the wealth effect to rising equities, real estate and gold. Yet, with only 13 crore (130 million) demat accounts in a country of 143 crore people, how can equities be driving broad affluence? Even within those attributed accounts, activity is heavily concentrated in the top decile of income earners like urban professionals in finance, IT and export linked sectors; and over 70% of mutual fund assets under management come from the top ten cities.

The so called upper middle class that fuels premium consumption largely works in these sectors. For the rest of India – especially the 42% still dependent on agriculture – wages have barely kept pace with inflation. Several national surveys and analyses show real wage stagnation since 2015-2016. Data from the Labor Bureau and the National Sample Survey (NSSO) indicates that real wages for rural laborers had near zero growth between 2015-2016 and 2022-2023. In contrast, the period before 2015-16 showed much faster wage growth.

NSSO Survey data compiled by Idea India Magazine

The Concentration of Savings and Spending Power

The report itself concedes that the top 20% of households hold around 85% of India’s total savings. That’s roughly 26 crore people (260 million) driving most of the premium consumption, while the remaining 104 crore (1.04 billion) share only 15% of savings – a stark reminder that aggregate growth often hides skewed realities. And this is why rural households and lower-income urban families, meanwhile, are facing tighter budgets and are actually cutting back on discretionary spending.

Gold as a Survival Cushion

The report romanticizes gold as a symbol of wealth, but in rural India, the precious metal plays a very different role. Gold is not an indicator of luxury and status, but a financial safety net. In villages around Tiruvannamalai City of Tamil Nadu State. Where I have surveyed about 50 families, average holdings are often below 40 grams. When harvests fail or cash flows tighten, this gold is pledged or sold to fund essentials like health expenses, education or seeds for the next planting season.

Yes, some towns in India have higher gold holdings and savings, sharply due to offshore remittances especially in States like Kerala and Gujarat. This remittance led prosperity fuels local real estate and pushes up rents, but it’s a localized story, not a national one. Most rural communities still depend on seasonal income and informal borrowing.

The Uneven Reality Behind Growth

Premium brands are growing faster, but this signals income polarization, not inclusive growth. The per capita income maybe rising, but it’s an average skewed by the top 10-20% who hold multiple assets. For most, consumption is fueled by rising debt. Until wage growth broadens and rural incomes strengthen, India’s  consumption boom will remain the affluence of a few – not the prosperity of the many.