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India Insider: Education, GDP and Personalized Growth a Difficult Balancing Act

Is India Still 'The Country of the Future'?

In 1991, when India’s foreign exchange reserves had dwindled to barely three weeks of import cover, the government pledged its gold to the Bank of England. It was a moment of humiliation and, paradoxically, of liberation as the crisis forced an opening that three decades of socialist planning had resisted. Fast forward into 2025: India is a $4.1 trillion USD economy, the world’s most populous nation, with a moon rover, a thriving startup ecosystem, and a digital payments infrastructure the developed world now studies with envy.

This article asks if India is still ‘the country of the future’ using the same growth determinants framework applied by Professor Manoel Bittencourt to Brazil, and argues that the answer lies not primarily in corruption (though it matters), not in policy failure (though that matters too), but in two structural features that resist easy reform: the vast informality of the Indian economy, and the depth of its inequality.

Does Growth Matter? The 70/g Rule Applied to India

Before diagnosing India’s problems, we must appreciate what it has already achieved. Using the 70/g rule which tells us how many years it takes for income per capita to double at a given growth rate – India’s average GDP growth of roughly 6.5% since 1991 implies a doubling of income every 11 years. That is extraordinary by historical standards.

But averages mask distributions. If growth accrues predominantly to the formal sector – the top 10% of earners who hold formal employment, own financial assets, and participate in the organized economy, then the 70/g rule tells a story of elite enrichment, not a broad based development. This is India’s core dilemma.

The Eight Growth Determinants: India in the Data

Bittencourt’s framework identifies eight standard growth determinants: savings, fertility, rule of law, government consumption, trade openness, education and health investment, inflation, and finance. Let us examine some of each through Indian data, with Brazil as our comparator.

Savings & Investment

India’s gross savings rate has historically been a strength hovering around 30–32% of GDP through the 2000s and 2010s. But the investment picture is more troubled. Fixed capital formation has declined since its peak around 2011–12, driven by a stressed banking sector, weak private investment appetite, and an infrastructure gap. Brazil shows a similar pattern of savings-investment divergence  but India’s gap has widened more sharply in recent years.

Gross Domestic Savings and Fixed Capital Formation. India vs Brazil. 2000-2023

Education & Health Spending

Perhaps nowhere is India’s “policy-delivery gap” more apparent than in social spending. India spends approximately 4.5% of GDP on education and just over 3% on health, and both figures are well below what comparable middle income countries invest. Brazil, despite its own fiscal struggles, consistently outspends India on health as a share of GDP. The consequences are visible in learning outcomes: the Annual Status of Education Report (ASER) consistently finds that a significant share of Indian schoolchildren cannot read a simple paragraph or perform basic arithmetic.

This matters enormously for growth. An economy hoping to absorb millions of workers into formal, productive employment each year needs those workers to arrive with usable skills. When they do not, informal low productivity employment becomes the default  and cycles of informality perpetuate.

Government Spending on Human Capital. India vs Brazil. 2000-2023

The Thesis: Informality as Structural Trap

Bittencourt identified corruption as the growth killer in Brazil. For India, the more precise diagnosis is informality and the inequality it both reflects and reinforces.

Consider the arithmetic: approximately 80% of India’s workforce is informally employed who are working without contracts, without social protection, without access to formal credit, and largely invisible to the tax system. This informal mass produces perhaps 50% of GDP. The productivity gap between the formal and informal sectors is staggering, and it does not shrink naturally with overall growth.

Share of Workforce in Formal Employment. India vs Brazil. 2000-2023

Brazil is itself a country with significant informality, but its formal sector share has grown meaningfully since the early 2000s, driven by the expansion of the Bolsa Família program, minimum wage policies, and labor formalization drives. India, by contrast, saw its already small formal sector shrink as a share of total employment after demonetization in 2016 and the disruptions of COVID-19. The gap between the two countries on this metric is instructive.

Inequality: When Growth Passes People By

India’s Gini coefficient – a standard measure of income inequality – has risen over the reform era even as aggregate poverty has fallen.  It shows the signature of unequal growth. The bottom quartile has seen real income gains, but the top decile has captured a disproportionate share of the growth dividend. Recent estimates suggest that India’s top 1% now hold a larger share of national income than at any point since Independence.

Income Distribution India vs. Brazil.

Compare this to Brazil, which, despite its own severe inequality, pursued deliberate redistributive policies through the 2000s with Bolsa Família reaching 14 million families at its peak and a concerted minimum wage policy. India’s equivalents – the MNREGA rural employment guarantee, PM-Kisan farm payments are larger in coverage but smaller in benefit size at this stage, and reach informal workers imperfectly.

The Structural Complications

A purely data driven analysis, as Bittencourt himself acknowledged for Brazil, understates the depth of the challenge. India’s informality is not simply a policy failure, it is rooted in structures that predate modern economics.

The caste system, legally prohibited but still socially persistent, has historically sorted populations into occupational roles and those at the bottom of the hierarchy were systematically excluded from property ownership, formal education, and credit. Colonial de-industrialization destroyed the artisan economy that might otherwise have been a pathway to formal employment. The fragmentation of the federal system with 28 states running effectively different labor markets, land acquisition regimes, and social programs means that a policy that works in Tamil Nadu may fail in Uttar Pradesh.

These are not excuses. They are explanatory variables that any honest growth analysis must include.

What Does Growth Theory Tell Us to Do?

The prescription is not mysterious. If informality is the barrier, then the priority is to make formal employment more accessible through labor law simplification, portable social insurance that follows the worker rather than the employer, and a genuine skill based learning infrastructure that reaches the rural poor.

If inequality is the barrier, then the priority is redistribution that enhances human capital at the bottom – not cash transfers alone, but the quality of the school your child attends and the clinic your mother can access. India has the architecture of such systems; it does not yet have substantive results.

The demonstrators on India’s streets – whether farmers in 2020-21, or youth protesting paper leaks, or contract workers demanding permanence – know this intuitively. They are not asking for charity. They are asking to be absorbed into the formal economy that has prospered around them.

Conclusion: Is India Still the ‘Country of the Future’?

The answer to the question is Yes, and it is both an achievement and an indictment. India has built a moon program and yet cannot reliably staff a primary school. It has produced the world’s most used digital payments system and left 200 million people without bank accounts until recently. It exports software engineers to Silicon Valley, while its domestic labor market cannot absorb graduates at scale.

Brazil, our comparison, has struggled with its own version of this duality longer. But Brazil’s welfare state, however fiscally stressed has created a floor. India’s floor is thinner, and the drop beneath it steeper.

Informality is not the destiny for any developing economy. South Korea was deeply informal in the 1960s, China was an overwhelmingly rural agrarian nation in 1980. Both made transitions through deliberate, state led investment in human capital and formal employment creation. The path is known. The question for India in 2026 is whether the political will exists to progress via focused programs, or whether fifty years from now someone else will write another article illuminating the same structural problems.

Article Notes:

Data sources include the World Bank World Development Indicators, ILO Labour Statistics, Transparency International Corruption Perceptions Index, ASER Centre (India), UNESCO Institute for Statistics, and IMF World Economic Outlook. Growth determinant categories follow Barro (2008) as synthesized by Bittencourt.

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India Insider: Nifty Defense Index Surges in 2025 Rearmament

India Insider: Nifty Defense Index Surges in 2025 Rearmament

2025 has marked a defining moment for defense equities, both globally and in India. The Nifty India Defence (Defense) Index, which tracks the country’s leading defense manufacturers, has surged sharply on the back of robust order flows, a structural policy shift, and increasingly volatile geopolitical conditions. This rise is not an isolated event but part of a broader global rearmament cycle that is reshaping the defense industrial landscape.

Nifty India Defence (Defense) Index One Year Chart as of 20th November 2025

India’s defense sector has been one of the standout performers in the domestic equity market. By mid-2025, the Nifty Defense Index had risen more than 25% year to date, outperforming most sectoral indices. This rally is primarily anchored in strong capital expenditure by the Government of India, which continues to accelerate indigenous military modernization. The Defense Ministry’s approvals which is running into tens of thousands of crores have expanded visibility for companies such as HAL, Bharat Electronics, Bharat Dynamics, and shipbuilding PSUs (Public Sector Undertakings). For investors, the nature of long durations within defense order books has provided earnings stability at a time when other manufacturing sectors have been grappling with cyclical softness.

The second driver has been a multi-year strategic shift toward import substitution. India’s reliance on foreign weapons systems has long strained its current accounts and created operational vulnerabilities. However, the ongoing indigenization push, reinforced by Production Linked Incentive schemes, procurement embargoes on foreign systems, and export incentives, has fundamentally realigned the sector. Defense exports have crossed record levels, and Indian firms are increasingly integrated into global supply chains for electronics, avionics, and ammunition.

Global Industrial Defense Rebirth

But the domestic story is tightly interconnected with developments abroad. The global defense market is undergoing its most significant expansion since the post 9/11 decade. Russia’s war in Ukraine, the Red Sea shipping crisis, conflict in the Middle East, and a renewed great power rivalry in the Indo-Pacific have pushed countries to reassess defense readiness. NATO’s decision in 2025 to raise defense spending targets from 2% of GDP to 5% by 2035 has far reaching implications. This commitment translates into trillions of dollars in additional defense outlays over the coming decade, making Europe one of the fastest-growing defense markets.

Companies such as Rheinmetall, BAE Systems, Lockheed Martin, and Northrop Grumman are already reporting record order inflows. Rheinmetall, Germany’s largest defense company, expects its revenues to quintuple by 2030, reflecting unprecedented demand for advanced artillery, ammunition, and combat vehicles. The United States, meanwhile, continues to channel significant funding into hypersonic, missile defense, and drone systems as competition with China intensifies.

India’s Edge in Rearmaments and Technology

This global rearmament wave has a direct spillover effect on India. International supply chain shortages particularly for semiconductors, propulsion systems, and munitions have created opportunities for Indian firms to plug capability gaps. With a cheaper cost base and growing technological sophistication, Indian defense manufacturers are emerging as viable exporters in segments such as UAVs, naval platforms, and electronic warfare systems.

In this environment, the rally in the Nifty Defense Index is not merely speculative exuberance, but a significant reflection of structural and synchronized global demand. As defense has evolved from a low beta sector to a strategic growth industry, India’s integration into the global defense economy positions its companies for sustained earnings expansion over the next decade.

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India Insider: The Need for Quality Jobs and Improved Safety

India Insider: The Need for Quality Jobs and Improved Safety

Recent data released from the Ministry of Labor Statistics depicts a worrying aspect of India’s labor market. Every second urban young woman in Bihar and Rajasthan is unemployed. Nationally, one in four young women remains without work. This reflects deep structural issues in India’s workforce and the job market’s inability to provide high-quality employment.

Industries in urban India are not generating enough decent jobs to absorb educated youth, especially women. Even when jobs exist, they are often of poor quality, lacking social safety standards and sometimes damaging workers’ health and well being.

Via the National Statistics Office of India Unemployment Data

A recent piece in The Diplomat, a magazine covering the Asia-Pacific region with current affairs, highlighted how workers trade off their health and welfare well-being for the opportunity of precarious living. If an economist like Robert Gordon, who wrote “The Rise and Fall of American Growth“, were to look at their lives, it would remind him of the 19th-century United States.

Migrant workers from Bihar and Uttar Pradesh toil in textile recycling plants under hazardous conditions for just ₹5,000 ($58.00) a month. Women form a significant share of this workforce, often assigned trivial tasks in unsafe factories. Many have developed asthma and tuberculosis after prolonged exposure to dust and poor ventilation.

The Rise of the Informal Sector

Formal workers generate an annual GVA (Gross Value Added) of ₹12 lakh, while informal workers produce just ₹1.4 lakh, according to the Annual Survey of Industries (ASI) and the Annual Survey of Unincorporated Sector Enterprises (ASUSE) 2022–23.

Neoclassical economics says wages reflect a worker’s productivity. But this logic collapses in economies like India’s, where a vast army like reserve of labor, keeps wages low – even when productivity rises.

Excess labor supply depresses pay across sectors, from private school teachers to gig workers. Many gig workers spend long hours to earn a modest income, without access to provident funds, health insurance, or paid leave. This precarity extends from India to the United States and Indonesia.

Statistics via Kuntala Karkun & Samriddhi Prakash, Pahle India Foundation

The Gap Between Law and Reality

India has strong labor codes, streamlined in 2020, yet they remain largely unenforced. Companies often ignore them due to cost pressures, effective lobbying, or weak state monitoring.

Economic growth without wage growth widens inequality and breeds social tension. For growth to be inclusive, wages must rise with GDP.

This demands more than redistribution. It requires the transformation of raising workers’ productivity, ensuring labor rights, and giving every worker their fair share of India’s prosperity.

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AMT Top Ten Miscellaneous Punches for the 28th of June 2024

AMT Top Ten Miscellaneous Punches for the 28th of June 2024

10. Cricket: The ICC T20 World Cup Championship will feature South Africa vs. India. The two teams are familiar with each other competitively and the final match will be held at the Kensington Oval in Bridgetown, Barbados on Saturday.

9. Selling Pressure: Lows are being challenged in Bitcoin as it hovers above 61,000.00 USD. Cocoa has stumbled dramatically this week and is below 8,000.00 per metric ton. Who will be courageous and wager on reversals higher? Speculators should remain cautious and understand price velocity that looks tantalizing can also prove costly to trading accounts.

8. Grounded: Boeing’s Starliner remains docked to the International Space Station. Problems have plagued The Boeing Company the past handful of months, and their ambitions of becoming a power within NASA’s explorations are also underachieving. SpaceX and Airbus are certainly paying attention to Boeing’s ineffectiveness.

7. Teetering: The African National Congress and Democratic Alliance political parties in South Africa are feuding about how coalition power will be shared within the National Unity Government. The USD/ZAR has become volatile and is near 18.21000 as tensions mount and reversals hit. Financial institutions are waiting for an optimistic resolution, while also fearing the possibility of an abandonment to positive visions.

6. Inflation: Core Personal Consumer Expenditures Price Index statistics will be released today from the U.S. Yesterday’s GDP Price Index came in slightly higher than anticipated which kept USD centric bullish positions relatively strong. However, other American statistics have weakened significantly and the mid-term looks troubling for the U.S economically. Stagflation remains a concern. The Federal Reserve is likely hoping to see today’s PCE numbers come in weaker than expected, which would allow the central bank to hint towards Federal Fund Rate cuts later this year.

5. Ennui: President Macron could find his political power further eclipsed after France’s first round voting results this coming Sunday. French voters appear ready to deliver a resounding message of dissatisfaction to the listless ruling government. Election turnout statistics should be watched. The second round of voting will be on the 7th of July. Financial institutions have braced for a shift of power already, but the EUR/USD will still produce volatility in the days ahead.

4. Geopolitical Risks: Russia, China and their allies are likely considering how they will prepare for a potential change in the U.S White House. Foreign policy following last night’s debate between Biden and Trump must be planned. The fact that Trump is viewed as a rather flamboyant personality and not bound by cautious diplomatic attitudes creates a calculus that U.S adversaries will have to consider. While the potential exists that some nations may try to be more aggressive now, they also know that a Trump victory in November would change the international political landscape long-term.

3. Bank of Japan: The Core Tokyo Consumer Price Index produced a gain of 2.1%, which was above the forecasted amount of 2.0% earlier today. The BoJ continues to remain far too dovish regarding interest rate policy and financial institutions are buying the USD/JPY in massive waves. The USD/JPY is around 160.750 as of this writing and did traverse above 161.000 earlier, these are Forex levels not seen since the late 1980’s for the USD/JPY. Japan’s attempt to stimulate the economy with a weaker Japanese Yen may work, but the U.S and others may start to look at the BoJ’s soft devaluation in a very negative light. Speculators of the currency pair need to be extremely careful, because the BoJ has the ability to intervene violently and cause momentary spikes which could prove deadly for day traders trying to take advantage of the outlandish bullish trend.

2. Behavioral Sentiment: Markets will be a looking glass into the future today, this as trading houses react to the realization that Donald Trump is likely going to be the next U.S President. While there are no guarantees regarding the U.S election outcome yet, the broad markets will certainly feel a shift of momentum in the coming days as large players adjust from a cautious approach to more aggressive postures regarding a Trump presidency. U.S equity indices remain near record highs, and the potential of a more business friendly White House which doesn’t threaten tax hikes on U.S corporations will likely affect speculative outlooks.

1. Power: The resounding defeat of Joe Biden last night in the Presidential debate will spark a heated battle among Democratic power brokers. Biden will certainly be asked to step aside after last night’s poor performance. However, Biden is stubborn, and Dem leaders like Nancy Pelosi and Barak Obama among others will have a difficult task to try and convince Biden for the sake of the nation that he must do the honorable thing and release his political delegates at the August Democratic National Convention in Chicago. If this doesn’t happen, the Republicans may be able to achieve a landslide victory by taking control of not only the White House but the Senate too, along with maintaining power in the House of Representatives. All the camouflage in the world last night, including the liberal media, couldn’t mask the inability of Joe Biden to be coherent.

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An India-Israel Alliance: Prospects to Serve Global Freedom

An India-Israel Alliance: Prospects to Serve Global Freedom

Opinion: The following article is commentary and its views are solely those of the author.

We wrote a few weeks ago in response to Nassim Taleb’s claim that Israel was fragile due to its over-dependence on the United States, and we came to the conclusion that in general he was correct although not in every aspect Is Israel a Fragile Country?.

Also, we compared Israel’s fragility with that of other free or status-quo countries (as opposed to revolutionary countries like Russia, Iran and China) and thought that Israel was certainly not more fragile than other free countries in difficult neighborhoods.  We then gave a general outline of how the free-status-quo world might look should we actually see the end of America’s commitment to global freedom The Day After Pax Americana.  

I would like to examine in a more detailed way about Israel and India and how their potential relationship could be a model for this world. With the U.S reluctantly and belatedly responding to attacks from Iranian backed groups in Syria, Iraq and Yemen and their stubborn resistance to attacking Iran itself each free or status-quo country needs to look into its own defense. The U.S also needs to see how it can help midwife these alliances so as to guarantee a free world after their voluntary end to the Pax Americana.

Israel will need  to expand its reach and move towards a more anti-fragile existence without damaging the all important U.S relationship. We can’t underestimate the importance of the U.S relationship to Israel and how important it is to maintain and even expand it – but as the U.S political landscape is changing and as the elite part of the younger generation is, for some reason, excusing violence against Jews in general and Israel in particular, Israel needs new strategic partners if it is to thrive and move at least part of the way towards anti-fragility.

Israel’s relationships with the Arab world, the Abraham Accords along with its older peace treaties with Jordan and Egypt are dependent upon dictators remaining in power. The most vocal and belligerent voice against Israel by a government in the (non-Iranian influenced) Arab comes from Jordan and the most vocal and belligerent non-governmental voice in the (non-Iranian influenced) Arab world probably comes from Egypt. These treaties are all important and they are based upon the self interest of the current rulers of the countries (which is a good thing), but no one can know how long they can last and how firm they really are.

Israel also has a strong and growing relationship with Greece and Cyprus in the eastern Mediterranean and have joint military exercises together. Their navies and air forces train together and even their ground forces have joint exercises but neither of those two countries have the economic, military or diplomatic heft that Israel needs.

If Israel is looking for a second strong ally but one that itself lives in a dangerous neighborhood then the place to turn to is India. With the largest population in the world, a democratic government and a growing economy, India is the ideal strategic ally for Israel. Both are countries that live in dangerous neighborhoods, are working democracies and have experience dealing with terrorism. India, under with the premiership of Narendra Modi already has a strong relationship with the Israeli military. Israel has sold more than $600 million worth of military equipment to India (second only to Russia) and the two militaries have cooperated on anti-terror policy. The Israeli navy also reportedly has close ties to the Indian navy including submarine exercises in the Indian Ocean. Israel already has nearly $5 billion in trade with India (import and export) and it is time for Israel to start purchasing basic military supplies from India. India has five domestic manufacturers of the standard 155 mm artillery shells and it has large small arms industry – this should be an alternative to total dependence on the U.S for this standard equipment.

There is now a consensus in the country that Israel needs to broaden its military manufacturing and acquisition and the best way to do this would be to expand its relations with India. In order for this to make sense the time has come for Israel to say a very big “thank you very much” to the United States for the $3.9 billion in military aide it gets annually and instead purchase directly from the U.S and other sources.   India could also help in building factories in Israel – which could even be operated by Indian nationals through Israel’s guest worker program.

The military cooperation should be expanded to the air-force as well as ground forces.  There ought to be joint officer training, just as there is now with the U.S and some European countries. There should be a process in place that will eventually lead to a freedom of the seas treaty in the waters between India and Israel’s Gulf of Eilat. This should include cooperation between naval, air and anti-missile forces. 

The foreign worker program should also be expanded. Israel is trying to free itself from dependence upon Palestinian labor – from both Gaza and the West Bank – and India and Israel have been talking about an expanded guest worker program. Currently there are Indian citizens working as aides to the elderly and disabled and that needs to be expanded to construction and agriculture. 

Israel is a small country with around 10 million people and due to its large birthrate and legal immigration there is a lack of new housing construction in the country. The guest worker program in place with countries like Philippines, Thailand, Sri Lanka and others allows workers to work for up to five years and earn much more than they can earn in their home countries. They are provided with the same health care as Israeli citizens (paid for by their employers) and are even given pension benefits which they take with them when they return to their home countries. Israel could probably host up to 100,000 Indian workers a year.  

Scientific and student cooperation should be increased. This will not only help both countries develop important technology in areas such as healthcare and biotech, but will help India and Israel retain some of the scientists that would otherwise emigrate to the U.S and U.K. The exchange programs at university science and technology departments could lead to the creation of world class companies in the respective fields. 

Finally, cooperation regarding the capital markets could help both countries develop world class markets. India has the potential to be a global financial center in the coming decades and Israel, while far from being a financial powerhouse could be a link to European markets and investors with the time zone 1-2 hours ahead and close connections with those markets. 

The United States will be Israel’s main ally for the next few decades but it will be healthy for both countries if Israel was able to share interests – political, diplomatic, cultural and military with another major country. While France was that country until 1967 no European power has the position or the disposition to ally with Israel. India is democratic and attained its independence at the same period Israel did and from the same (then) major colonial power.  Also, both countries have overcome their socialist beginnings to thrive on the global economic stage. 

Now is the time for Israel and India to take the next step on the road to a true alliance. If we have truly reached the end of the Pax Americana, then this can be an example to the rest of the free-Status-quo world on how to manage without the vast power that is the United States. If somehow America shows the will to continue to lead the free world an Israel-India alliance will only contribute to the freedom that a continued Pax Americana protects. It would be helpful in any future conflict in the Pacific and the alliance could expand to the Gulf countries, East Africa and maybe even Egypt. 

Economically and technologically the obvious expansion would be towards South Korea and Japan. Militarily, it could aide and potentially replace the U.S naval presence in the Persian Gulf and allow it to concentrate its forces more in the Pacific. We are not talking here of a relationship that will replace the U.S military tomorrow or even next year. 

This is a long term process and requires the governments, corporations and individuals in both countries to be aggressive in turning a relationship into an alliance.  And it will require the cooperation and encouragement of the United States which will have to agree to support this and similar alliances even if it does not agree with all the tactics used in a moment of crisis.     

It is time to start looking forward and to stop depending on the goodwill of the American people as America, too faces major fiscal, strategic and military challenges of its own. 

Disclaimer: the views expressed in this opinion article are solely those of the author, and not necessarily the opinions reflected by angrymetatraders.com or its associated parties.

You can follow Ira Slomowitz via The Angry Demagogue on Substack https://iraslomowitz.substack.com/