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Showing posts with label Education. Show all posts
Showing posts with label Education. Show all posts

Monday, July 21, 2025

Bridging an important data gap in improving learning outcomes in India

Credible long-term performance measurement can be a powerful lever to transform systems. There’s a compelling case that the National Assessment Survey (NAS) (now PARAKH), administered nationwide by the NCERT, can be one such longitudinal data source. Started in 2001, it is a large-scale representative sample assessment of student learning outcomes in Grades 3, 5, 8, and 10, and is conducted every three years. 

A big frustration about school education policy making in India is the absence of credible learning outcomes data that can be compared over time and across geographies, and also which can be used to generate actionable insights for education system managers. The NAS can be an excellent source to address this deficiency. It can become the definitive source of data to design both pedagogy and school education policies at both national and, more importantly, at the state government levels.

But this would require certain important changes in the design, administration, and analysis of NAS/PARAKH. In particular, the following six measures are critical. 

1. The NAS should be conducted every year. The most useful takeaway from such surveys is often the directional trends with important parameters. Three years is too long a period for this data to generate meaningful and actionable takeaways. 

2. Instead of primarily being a mechanism for the Ministry of Education (MoE), Government of India, to compare performance across states, it should become a tool for state governments to understand where their schools stand and improve their education systems. India is too large and too diverse (in terms of the baseline of educational outcomes) to be able to derive meaningful, actionable inferences from nationwide surveys. Comparisons across states need only be a secondary outcome. 

3. Instead of being a centrally administered test, it may be more appropriate for NAS to be administered by state governments. This is necessary to ensure ownership by the state governments. To ensure the objectives are not compromised, it can be done by contracting with independent testing agencies using a standardised set of instruments. The contracts should be for 3-5 years to build capabilities, including at the supply side. 

ASER, for example, samples 600 households in each district through a two-stage randomisation process - 30 villages in the district and 20 households in each village. PARAKH 2024 was administered to 2.29 million students across 75,565schools. Tablets and digital technologies can be used extensively to administer these tests effectively. 

MoE can issue guidance on the instruments, administration and scoring of the tests, selection of independent agencies (including model RFP, contract agreement, etc.), analysis of the test scores/performance data, and analysis of the instruments for academic learning. This guidance can also help ensure comparability of the test data from different states. 

Alternatively, the NCERT must figure out ways to conduct the test in a collaborative mode with state governments and with their full ownership. This may be difficult given the legacy and NCERT’s own incentives and institutional culture. 

4. It should have two objectives: to evaluate test performance and to improve pedagogy. The former will be done by analysing the test scores, and the latter by analysing the responses in the instruments. The current NAS does little (or nothing) to directly address the latter. There’s a strong case that the latter is arguably more important. 

5. The test scores data should allow for the comparison of grade-wise and subject-wise performance across blocks and districts, and provide actionable insights for administrative-side improvement interventions/measures (analysis based on blocks, subjects, grades, gender, social groups, management, etc.). 

6. The student responses in the instruments, especially when they make mistakes, can offer important insights about how children understand concepts, and can help with academic-side improvements. It can help identify the most common types of mistakes made by students in each concept, and even why they are making those mistakes. This analysis can be used to create subject-wise and grade-wise libraries of the common mistakes for concepts mapped to the respective lessons. 

Given the critical importance of understanding concepts in achieving learning outcomes, this library can be an invaluable pedagogic tool for teachers. It can help teachers to make lesson plans and tailor their pedagogy to pre-emptively address the common misconceptions and mistakes that students tend to make. This library can be appropriately digitised and made available on Apps for teachers and students to engage with these concepts. 

The national and state councils for education research and training could build a body of pedagogic practices to remediate these common learning misconceptions and mistakes. The NCERT could develop a mechanism to bring together and compile a library of good pedagogic practices,

This can be called the Science of Learning (SoL) library, and can be continuously updated from the analysis of the emerging data from each NAS. It’s unlikely to vary significantly across states and can even be developed as a central SoL library by the NCERT and then made available to state governments to customise and adapt for their respective contexts. It can be a powerful global public good generated by India and is very useful in addressing the global challenge of lagging student learning outcomes.

The NAS/PARAKH instruments can be analysed to generate these academic-side insights. They must be shared with state governments. Given the effort put into administering NAS and its longitudinal nature, it is a great opportunity that must not be wasted. 

For a start, NCERT could share the instruments with state governments so that at least some interested states could analyse them to generate some versions of SoL libraries. The NCERT itself could create a dedicated unit with resources to analyse its vast repository of NAS student responses and build a SoL library on the lines mentioned above. 

A more comprehensive and practical agenda for school education reforms, covering these and more, aimed directly at improving student learning outcomes, is outlined here

Saturday, July 5, 2025

Weekend reading links

According to World Bank data, the share of R&D in GDP in India was 0.64 per cent in 1996, rose to 0.86 per cent by 2008, and has steadily fallen since, reaching 0.65 per cent in 2020. The same database shows a steady rise in China —from 0.56 per cent of GDP in 1996 to 2.56 per cent in 2022... In 2020-21, corporate sector accounted for 36.4 per cent of the total R&D expenditure. If one includes the public sector corporations, the share goes up to 40.8 per cent... Corporations in India do not appear to treat R&D as a major factor in their advancement. A detailed 2024 study on R&D by the 1,000 largest listed companies, conducted by the Office of the Principal Scientific Adviser to the Government, offers revealing insights. According to this report, in 2022–23, R&D spending amounted to over 6 per cent of turnover in defence and pharmaceutical companies, around 3–4 per cent in automobiles and healthcare, marginally over 1 per cent in auto-components and heavy electrical equipment, and well below 1 per cent in the remaining 24 sectors covered in the study.

2. Public funded research laid the foundation for Ozempic and Wegovy.

Today, millions of Americans take Ozempic, Wegovy, Mounjaro or one of the other new blockbuster diabetes and weight-loss drugs. Thank Uncle Sam — and a slow, venomous lizard that can survive on just a few meals a year. In 1980, Dr. Jean-Pierre Raufman, a researcher studying insect and reptile venoms at the National Institutes of Health, discovered that venom from the Gila monster had a pronounced effect on the pancreas, prompting it to release a digestive enzyme. This piqued the interest of Dr. John Eng, an endocrinologist at the Veterans Affairs Medical Center in the Bronx, who worked with Dr. Raufman to isolate and identify a novel compound, exendin-4, in the lizard’s venom. A synthetic version of the compound, which stimulates insulin production and slows stomach emptying, was approved for the treatment of diabetes in 2005. It was the first drug in the now booming class of medications known as GLP-1 receptor agonists, which are being studied for their potential to treat a wide range of conditions, including kidney disease, Alzheimer’s and alcohol use disorder.

The article has eight other examples of public funded innovations that have transformed our lives today. 

3. Are Chinese brands now going global?

From Stockholm to Sydney, the electric car gliding silently by is increasingly likely to be Chinese. Mixue, a purveyor of ice-cream and cold drinks, has dethroned McDonald’s as the world’s largest fast-food chain by number of outlets. It is expanding in South America, as is Meituan, a Beijing-based delivery app. Chagee, a chain of tea shops, is on track to have at least 1,300 stores outside China by the end of 2027, mainly in South-East Asia; a few years ago it had barely any. And Pop Mart, a Chinese toymaker, has created a buzz worthy of Disney around its strange grinning (or are they grimacing?) nine-toothed dolls, called Labubus. Fans include Rihanna, a pop star, and Sir David Beckham, a retired footballer.

4. Ruchir Sharma points to three ways in which the US stock market run may be stopped.

There are however three ways this buoyancy might break: the AI narrative shifts again, given that companies are investing hundreds of billions of dollars in AI infrastructure, without quite knowing who will profit, or when. Economists prove uncharacteristically more right than the market about the threat of lower growth and higher inflation from tariffs. Or investors come to realise that the apparent strength of US consumers and corporations is a mirage — the flip side of the massive and rising US government deficit.

5. Martin Sandbu points to the return of financial repression, or the process of steering financial flows to where the government (and not the market) wants them to flow.

Rumours of a “Mar-a-Lago accord”, which would manage the dollar’s value down while forcing global investors to discount and lock in lending to Washington, has produced shocked disbelief by other countries. But it is not just Mar-a-Lago: several policy proposals have surfaced recently that can fairly be grouped together as measures of financial nationalism. These include a tax on remittances, levies on foreign investment stakes by nations with policies Washington disapproves of, and the promotion of dollar-denominated stablecoins and looser bank leverage regulations... China... has retained a non-convertible currency and manages its exchange rate. It uses a network of state-controlled or state-influenced banks, corporations and subnational governments to steer the flow of credit to outlets indicated by various economic development doctrines favoured by Beijing over the years... 

The influential reports of former Italian prime ministers Enrico Letta and Mario Draghi have emphasised that the EU sends several hundred billion euros abroad every year when there are huge domestic funding gaps. This invites policymakers to adopt measures to redirect financial flows. So does the agenda to unify national financial markets. The aim of making the euro a more attractive reserve and investment currency has also been invigorated by Trump’s seeming disdain of the dollar’s role. A big EU-level borrowing programme suddenly looks at least conceivable, and an official digital euro is on the way. In parallel, the UK is trying to coax pension funds to put more savings in the hands of British businesses.

6. Tamal Bandopadhyay charts the impressive 70 years of State Bank of India.

On June 30, 1955, the last day of the Imperial Bank, it had ₹210.94 crore of deposits and ₹116.24 crore credit. The size of the Indian economy at the time was ₹10,977 crore. By March 2025, India’s GDP has risen 3,000 times – ₹330.68 trillion. During this period, SBI’s deposit portfolio has grown 25,000 times, to ₹53.82 trillion, and advances, 35,800 times, to ₹41.63 trillion. In the past 70 years, the bank’s income has risen from ₹8.50 crore to ₹5.24 trillion, and profit, from ₹1.36 crore to ₹70,901 crore. In 1955, it had paid ₹90 lakh as dividend; for FY25, the figure is ₹14,190 crore. The number of employees, too, has risen – from 14,388 to 236,226; profit per employee has grown from ₹90,000 to ₹29,91,000, and branches from 469 to 22,397... 

The SBI has the largest mutual fund under its belt; boasts the second-largest credit card portfolio; and its life insurance arm is among the largest in the private sector. Two of its 18 subsidiaries are listed. On an investment of ₹6,200 crore, the current valuation of the subsidiaries is at least ₹3.5 trillion. Its share in bank deposits is 22.5 per cent and credit, 19.5 per cent. In different business segments, such as retail loans, home loans, et al, its market share varies between 20 and 30 per cent. And, its share in the Pradhan Mantri Jan Dhan Yojana, the world’s largest financial inclusion scheme, is around 30 per cent... with a ₹15.06 trillion retail book, it has at least 25 per cent market share. Ditto for home loans. While it entered the mortgage business late, with a ₹8.3 trillion mortgage book, it is now breathing down the neck of HDFC Bank Ltd, which holds the portfolio of HDFC Ltd following the merger of the home lender with it.

7. Amidst all its industrial prowess, China has lagged behind in high quality industrial products which require precision and engineering excellence, like ball bearings and carbon fibre. 

High-end ball bearings are crucial for reducing friction in everything from high-speed trains and tunnel boring machines to electric vehicles, humanoid robots and drones... for machinery like offshore wind turbines — which are now being built close to 200-metres tall and need to last for around 25 years — bearing manufacturers face “incredible reliability requirements” as their products must withstand “huge” amounts of weight and pressure. While China is by far the biggest single ball bearing market in the world, the $53bn global bearing industry is dominated by Sweden’s SKF along with Germany’s Schaeffler, US group Timken and Japanese companies NSK, NTN and JTEKT... carbon fibre composite cascades, which are used in an engine’s casing to help aircraft land safely. Japanese group Nikkiso has a market share of 90 per cent.

8. Ravaged by the uncertainties induced by Trump policies, the dollar has had its worst first half year since 1973!

9. Another Trump legacy, NSF grants have declined by 51% on a ten-year average, falling below a billion dollars in the first half of the year.
10. Adam Tooze links to this important graphic, about the falling employment in America's biggest companies over the years.
11. Luis Garciano has a great tweet thread (HT: Marginal Revolution) that points to possible limitations of AI in creating very high incremental growth.
The more successful a technology becomes, the less it matters economically. Revolutionary technologies shrink their own importance precisely through their success... Consider history's greatest productivity miracle: artificial light. In 1800, one hour of reading light cost more than a day's wages. By the 1990s, we produced the same light using 1/3,000th the energy. The price fell 40,000x. Modern homes flood with light that would seem miraculous to anyone from 1800. We leave lights burning carelessly, illuminate entire cities all night. Yet lighting is now a trivial fraction of the economy. Total victory made it economically irrelevant. When productivity crushes prices, quantity must rise proportionally to maintain economic weight. But we don't use 40,000x more light than in 1800. Maybe 100x. Human demand has limits. griculture tells the same story. In 1900: 38% of workers, 15% of GDP. Today: 1% of workers, under 1% of GDP. We produce far more food with 98% fewer workers. But we don't eat proportionally more just because food is cheap.

This reveals AI's first constraint: demand inelasticity. When AI makes something essentially free, we don't suddenly want infinite amounts. There's only so much text to generate, images to create, routine tasks worth automating. Second constraint: Baumol's Cost Disease. As AI makes some tasks hyperproductive, wages rise everywhere. But nursing, teaching, therapy, plumbing can't be automated. These sectors must match rising wages without productivity gains. They grow expensive and dominate the economy. Third: O-Ring (named after Challenger). Modern services depend on weakest human link. A restaurant with AI-optimized everything fails if the waiter is terrible. An AI-designed building collapses if contractors mess up. Humans remain the bottleneck.

This explains why technologists and economists can't agree. Epoch sees engineering problems to solve with better AI. Economists see structural forces. You can't engineer away the limits of human demand or the need for human judgment in critical roles. The question isn't "Can AI substitute for humans?" It's "What happens when it does?" History's answer: Automated tasks become economically trivial while the economy reorganizes around what remains human. Growth is constrained by what's hard to improve, not what we do well.

Like electric light, AI will generate massive consumer surplus - the gap between what we'd pay and what we actually pay. But consumer surplus doesn't show up in GDP. The lighting revolution transformed civilization yet its economic footprint nearly vanished. Steam, electricity, computers delivered enormous benefits while their economic importance shrank through success. AI will transform society profoundly. But 20% GDP growth? History says no.

Garciano has a full post here.

12. The impact of the Big Beautiful Bill in the US.

It imposes steep cuts on Medicaid for America’s poorest to partly fund tax cuts for its wealthiest. Between 11mn and 16mn would lose health insurance. Millions more would lose food assistance. The bottom 10th of Americans would sacrifice $1,600 a year while the top 10th would gain $12,000... Depending on the estimate, Trump will be adding between $3tn and $4tn to the US national debt over the next decade... His budget robs tomorrow to help the rich today.

On the definitive event of the week, the passage of the Big Beautiful Bill (BBB) in the US. Its impact.

 

13. Luring manufacturing back to the US is facing a labour market problem.

The pool of blue-collar workers who are able and willing to perform tasks on a factory floor in the United States is shrinking... About 400,000 manufacturing jobs are currently unfilled, according to the Bureau of Labor Statistics... Difficulty attracting and retaining a quality work force has been consistently cited as a “top primary challenge” by American manufacturers since 2017... Many Americans aren’t interested in factory jobs because they often do not pay enough to lure workers away from service jobs that may have more flexible schedules or more comfortable working environments... Attracting motivated young people to manufacturing careers is also a challenge when high school guidance counselors are still judged by how many students go on to college. College graduates, on the other hand, often do not have the right skills to be successful on a factory floor. The country is flooded with college graduates who can’t find jobs that match their education, Mr. Hetrick said, and there are not enough skilled blue-collar workers to fill the positions that currently exist, let alone the jobs that will be created if more factories are built in the United States... the number of young people going to vocational schools and community colleges... is dropping, not growing.

14. More on China's weaponisation of its manufacturing prowess.

In a setback to Apple’s India expansion plans, Foxconn Technology Group has been sending hundreds of its Chinese engineers and technicians back home from its iPhone factories in India, it is learnt... According to sources in the electronics industry, the Foxconn move may have been prompted by the Chinese government’s focus on strengthening its supply chain. They also point out that some Chinese equipment makers, which had identified land for smartphone plants in the country, have shelved their plans. There’s signalling from the Chinese side that technology for making machines for new products should remain within their country. Also, there are reports of the Chinese Customs indefinitely holding key machines, which are required to be retrofitted on the assembly lines to make iPhone 17 in India.

15. An important sub-plot in the US-Vietnam trade deal which imposes 20% tariffs on Vietnamese imports and double that on those transshipped from there. 

Tran Quang, an executive at a home fragrance company that exports nearly all of its products to the United States said that he supported the steeper duty on transshipment because it could help Vietnamese businesses facing unfair competition from Chinese companies that have invested in Vietnam to escape tariffs. “There are a lot of small Chinese guys who come to Vietnam just to relabel their products before exporting to the U.S.,” he said. Trade and investment from Chinese companies have helped bolster economic growth in Vietnam and the region, but Southeast Asia is struggling to beat back the torrent of goods from China that are putting domestic companies out of business...

The lack of information so far released about the Vietnam deal makes it impossible to fully gauge its impact, experts said. Transshipment could refer to products that originate in China. It could also include things that are made in Vietnam but have a certain percentage of Chinese parts. But if the limits on Chinese components end up being strict, American companies could move their production out of Vietnam, said Matt Priest, chief executive of the Footwear Distributors and Retailers of America, a trade group. “If it’s too onerous or difficult to comply, companies won’t use the opportunity to grow sourcing in Vietnam,” he said. “They may even head back to China if it’s price competitive.” ... The restrictions on the amount of Chinese content in exported products also place a burden on local customs officials who have never been asked to scrutinize exports so closely, raising questions about how effective they will be. Some countries have even discussed setting up entirely different supply chains for the United States.

16. Finally, declining reading levels across countries.

Research published in June by the UK’s National Literacy Trust (NLT) shows that children’s reading enjoyment has sunk to its “lowest point in two decades”. While 62.7 per cent of children aged 5 to eight said they enjoy reading, only 32.7 per cent of children between eight and 18 said they gained “very much” or “quite a lot” of pleasure from it. This is 18.7 percentage points lower than 20 years ago and 1.9 percentage points down from 2024. The decline in the UK is emblematic of a global trend seen across the western world. In the US, according to the National Assessment of Educational Progress, 14 per cent of children reported reading for fun almost every day in 2023, down 3 percentage points from 2020 and 13 from 2012.

Saturday, April 26, 2025

Weekend reading links

1. Revival of manufacturing in the US faces a collective action problem! It's good as long as I'm not working in manufacturing.

Interestingly, real value-added by US manufacturing has risen sharply even as employment has fallen.
This is also reflected in the shift up the value chain in the sectors involved. 
Since 1990 America has lost over 5mn manufacturing jobs. In that time, it has gained 11.8mn roles in professional and business services, and 3.3mn in transportation and logistical activities, linked to multinational supply chains.

2. One of the most important requirements for a deal between two parties is the space available to negotiate and their credibility as negotiating partners (preferably in terms of track record). If you present the other side with an egregiously unacceptable deal, then it virtually eliminates the likelihood of a deal even before the negotiations have started. 

The Trump administration appears to have erred in two very high-profile negotiations. The magnitude of the tariffs imposed on China and the subsequent public posturing may have made it impossible for the Chinese to not retaliate. On the same lines, the contents and the tone of the letter to Harvard and the track record of Columbia's submission failing to win reprieve on the release of funds meant that Harvard could not but reject the proposal. This tweet describes it nicely. 

Bullies can't make deals. 

3, Tyler Cowen makes a good point

The inconvenient truth, for China, is that its scale relies upon American power and influence. The Chinese export machine, for instance, requires a relatively free world trading order. The recipe to date has been “mercantilism for us, free trade for everybody else.” Yet Trump threatens to smash that framework. If the world breaks down into bitterly selfish protectionist trading blocs, China will be one of the biggest losers. After all, where will the Chinese sell the rising output from their factories?

4. Financial markets and Liberation Day

5. Daron Acemoglu looks ahead to America in 2050 and finds an empire that has collapsed. He explains the foundations of the American century. 

American economic success in the era after the second world war depended on innovation, which in turn relied on strong institutions that encouraged people to invest in new technologies, trusting that their inventiveness would be rewarded. This meant a court system that functioned, so that the fruits of their investments could not be taken away from them by expropriation, corruption or chicanery; a financial system that would enable them to scale up their new technologies; and a competitive environment to ensure that incumbents or rivals couldn’t block their superior offerings. These kinds of institutions matter under all circumstances, but they are especially critical for economies that rely heavily on innovation... A basic pillar of the American century was the country’s ability to shape the world order in a way that was advantageous for its own economy, including for its financial and tech industries... Democracy’s bargain everywhere, and especially in the US, was to provide shared prosperity (economic growth out of which most people benefited), high-quality public services (such as roads, education, healthcare) and voice (so that people could feel they were participating in their own government). From around 1980 onwards, all three parts of this bargain started to fall away.

Unsurprisingly, given his research focus on institutions, he traces America's decline to the erosion of its institutions, which gathered pace during the Trump administration. He foresees increasing business concentration and dominance by the Big Tech firms which come to a head in early 2030s resulting in a massive crash and economic collapse. 

But the real extent of the damage became clear only with the tech meltdown of 2030... After Trump lifted all roadblocks ahead of AI acceleration and cryptocurrency speculation, there was initially a boom in the tech sector. But within a few years the industry had become even more consolidated than before, and both insiders and outsiders came to realise that only companies favoured by the administration could survive. Gargantuan incumbents began crushing rivals, first by using their financial might, then by luring competitors’ workers and innovators (who curiously stopped producing valuable patents once they had joined these mega-firms) and ultimately by stealing their intellectual property. By this point, US courts had lost most of their objectivity, and because the mega-firms were the administration’s friends and allies, they benefited from favourable rulings even when they were blatantly stealing from smaller competitors and engaging in predatory pricing and vertical foreclosure to drive them out of the market. By late 2029, many commentators were questioning what was going on in the tech industry, which had invested heavily in AI but had little to show for this in terms of innovation or productivity growth.

6. In a brilliant essay, Sarah Churchwell compares today's America to that of the Great Gatsby's.  

During the novel’s composition, Fitzgerald immersed himself in reading about Oswald Spengler’s The Decline of the West. Spengler wouldn’t be translated into English until after Gatsby’s publication; Fitzgerald was gleaning his ideas for it from other writers. But he assimilated Spengler’s vision of a world where power-hungry leaders rose from cultures grown cynical and spent — ideas the Nazis later appropriated. Fitzgerald recalled responding to Spengler’s sense of civilisational senescence — what he described as “gang rule . . . the world as spoil”. Fitzgerald absorbed from these sources a pervasive sense of cultural decline, where hope feels both essential and doomed... Gatsby reaches beyond the moral failures of its characters to expose carelessness as a political force. This includes not only the oligarchy’s immunity from consequence, but also the way extraction was equated with success. The unheeding brutality of so-called world-builders has returned most recently in the dark fantasies of Trumpism, and in Silicon Valley’s fatuous motto, “move fast and break things”...

Exploiting anxieties about cultural collapse and demographic shifts, Trumpism frames progress as decline, insisting America must forcibly reshape itself to resemble a mythologised past. If there is a philosophical undercurrent to this panic, it is the same ambient declinism revived by today’s “Dark Enlightenment” ideologues — neo-reactionaries who dress authoritarian nostalgia and rigid hierarchy in the guise of pragmatism. These movements posture as intellectually serious but offer only recycled grievance, cherry-picked from a deeply unserious reading of history. ​The Dark Enlightenment advocates for replacing democratic institutions with authoritarian governance led by a powerful executive, often likened to corporate management... Some Dark Enlightenment thinkers tout “accelerationism”, which seeks to hasten the breakdown of current systems to pave the way for authoritarian governance... People such as Thiel, Elon Musk and Donald Trump seem to find democracy vexatious because it is a theory of power-sharing. Tech moguls who glorify efficiency and advocate “exit” from democratic accountability imagine themselves natural rulers, reasserting hierarchies that protect their privilege. Ironically, of course, it is the very democratic and economic infrastructures they scorn as obsolete that enabled their rise.

7. Good primer on wealth tax, with focus on the UK.  

8. Rote learning and concepts remain the focus of India's school education system. 

9. Globalised supply chain as illustrated by car manufacturing in the US (HT: Adam Tooze). 
11. Ruchir Sharma makes an important point about how US multinationals have been among the biggest beneficiaries of globalisation. 
The big losers are likely to be the biggest beneficiaries of globalisation — American multinationals. As barriers to trade and capital fell in recent decades, US corporations increased profits much faster abroad than at home. Profit margins for S&P 500 companies had held steady since the 1960s. Then margins nearly doubled to around 13 per cent after 2000, coinciding with China’s entry into the WTO. Many US giants generated “supernormal” profits, far higher than their developed world rivals, by cashing in on the appeal of American brands and outsourcing production to nations with the cheapest costs. Today, US multinationals generate more than 40 per cent of their revenue abroad. The biggest gainers were manufacturers, which on average pay their workers overseas 60 per cent less than staff at home. 

Now, American businesses will think twice before setting up new factories abroad and decisions will not be driven by the straightforward logic of maximising profitability. The large multinationals in particular will see profit margins under constant pressure. Amid anger over tariffs, “Made in America” is attracting more controversy than customers. Two in three Germans say they are avoiding US products. Social media campaigners are organising boycotts in Sweden and France. No nation is more irate than Canada, where consumers are switching from US to Japanese whisky, cancelling US streaming services and calling off trips to their southern neighbour.

12.  The rise and rise of gold

13. Amidst the Trump trade war and the backlash against Chinese imports across countries, Beijing must accommodate a similar ‘China Shock’ underway in the Chinese domestic economy due to the decline in its labour-intensive manufacturing. Rising wages, increasing automation, and stiff overseas competition, coupled with the trade wars are strong headwinds. As an illustration, China’s share of footwear exports has slipped from 70 per cent by 10 percentage points over the decade. 

Vietnam and Indonesia have been big beneficiaries of the migration of labour-intensive manufacturing, gaining more than 10 million jobs since 2011. Their exports have grown at 12.3% and 8.2% respectively from 2019-23. 

Analysis of 12 labour-intensive manufacturing industries between 2011 and 2019 by academics at Changzhou University, Yancheng Teachers University and Henan University found that average employment shrank by roughly 14 per cent, or nearly 4mn roles, between 2011 and 2019. Roles in the textile industry shrank 40 per cent over the period. An FT analysis of the same 12 sectors between 2019 and 2023 found a further decline of 3.4mn jobs… China shares of the export of 10 labour-intensive products — including home fixtures, furniture, luggage, toys and others — peaked at nearly 40 per cent in 2013, according to figures compiled by Hanson at Harvard Kennedy School. Hanson’s figures show that China’s share of the combined 10 goods had fallen to less than 32 per cent by 2018…

Beijing risks experiencing the same “China shock” that it imposed on advanced manufacturing nations after its entry to the World Trade Organization in the early 2000s, when orders migrated en masse from more expensive hubs to the cheap and efficient factories of Guangdong and other provinces. Now, the cheaper factories are in countries like Vietnam and Indonesia where exports have surged… Gordon Hanson, a professor at Harvard Kennedy School… points to the example of Martinsville, in the US state of Virginia, the onetime “sweatshirt capital of the world”, where in 1990 as many as 45 per cent of working-age adults were involved in manufacturing. The majority of those jobs “just disappeared” as the town failed to reposition its economy, he says — and today the poverty rate is double that of the nation.

Amidst the declining labour intensity, automation and robots have taken off in China, encouraged by President Xi’s vision of “new productive forces” - high-tech machines run by smart systems to develop sophisticated products. Besides, automation also improves productivity and allows Chinese companies to remain competitive. 

Amplifying automation are demographic trends. China’s working-age population peaked at over 900 million in 2011 and is estimated to decline to 700 million by 2050. The decline, coupled with rising education levels, means that youth are reluctant to work on production lines. While all this creates employment opportunities and consumption, the problem is with the large numbers of workers who will be displaced and are not equipped to seize the emerging opportunities.

14. The death of Pope Francis has been accompanied by articles on his legacy. For a start, he was unique in many ways.

The Argentine prelate was the first pope from the Jesuit order, bearer of a centuries-old tradition of challenging authority and operating with relative independence from the Vatican. He was not only the first pope from Latin America and the western hemisphere, but the first non-European pontiff since the Syrian-born Gregory III (731-741). In this respect, his elevation to the Holy See on March 13 2013 reflected the steady movement of Roman Catholicism in modern times from its historical heartland of Europe to the Americas, sub-Saharan Africa and Asia.

More importantly, his 12-year tenure saw intense debates on several important areas like sexual behaviour, clerical morality and the liturgy. 

In the last months of his reign, Francis lashed out at the Trump administration’s plans for “mass deportations” of migrants... Another powerful example was his 2015 encyclical, Laudato sì (On Care for Our Common Home), a document that for the first time placed concern for the environment on the same level as human dignity and social justice in Vatican doctrine... If such language was guaranteed to raise the hackles of climate change sceptics, no less heated was the conservative response to Amoris Laetitia (The Joy of Love), an apostolic exhortation that Francis published in 2016. Less authoritative than an encyclical, in that it set out a possible course of action rather than binding Vatican doctrine, this document raised the possibility of allowing divorced and remarried Catholics to receive the sacraments — a significant break with Catholic tradition... Francis came under frequent conservative attack for his decision to reverse a 2007 initiative of Benedict and reimpose restrictions on the celebration of some sacraments according to old Latin rites. Yet Francis was no darling of progressive Catholics, either. Many regarded his approach to issues such as homosexuality and the role of women in the Church as too cautious.

His tenure, however, was widely critiqued among the conservative Maga Catholics in the US who were worried that the reforms were deviating from the Bible and the original teachings. They denounced Francis as a spokesman for a liberal cosmopolitan elite and hope that the death of the pope will mark an end to his reformism.  

Distrust of Francis was particularly widespread among the “Maga” Catholics, a group that combines support for Trump’s populist, nationalist agenda with an embrace of Christian orthodoxy and deep suspicion of liberal trends in the church... “Trump has boosted Catholicism by reaffirming some essential things, such as border protection, the defence of human life and the fact there are only two genders,” said John Yep, leader of Catholics for Catholics, a political campaign group. “That was good for Catholics and that’s why 58 per cent of Catholics voted Republican in November.”... Traditionalists were particularly angered by Amoris Laetitia, his 2016 apostolic exhortation, which raised the possibility of allowing divorced and remarried Catholics to receive the sacraments. They also denounced his 2023 decision to approve blessings for same-sex couples, his advocacy of action against climate change and his welcoming approach to migrants. For conservative Catholics who had always been uncomfortable with the reforms of Vatican II, his hostility to the Latin mass was particularly hard to accept.

The rise of MAGA populism among Catholics is an indicator of certain long-term rightward shifts in the US. 

“The clergy that has graduated from seminaries in the last 10-20 years [in the US] tends to be more conservative,” said Janna Bennett, chair of the Department of Religious Studies at the University of Dayton, Ohio. She noted the role played by institutions such as the Franciscan University of Steubenville, in Ohio and Ave Maria University in Florida, both of which have a conservative reputation and have provided a pipeline of aspirant priests and lay ministers with a traditionalist mindset. According to a survey published in 2023 by the Catholic Project, a research group at the Catholic University of America, more than 80 per cent of priests ordained since 2020 described themselves as theologically “conservative/orthodox” or “very conservative/orthodox”. The researchers said that while theologically “progressive” and “very progressive” priests made up 68 per cent of new ordinands in the 1965-69 cohort, that number had today “dwindled almost to zero”. It is no surprise, then, that Pope Francis became such an irritant to many American Catholics.

15. Chris Miller makes the case for component-based tariffs in the case of semiconductor chips.

An iPhone might be assembled in China, but most of the key components are from elsewhere. There is a precedent here in watches, where the tariff rate is calculated based on components like batteries and wrist-straps. The Biden administration previously considered imposing component tariffs on Chinese chips, before backing off, worried about the complexity. Yet imposing component tariffs on chips from China — which produces less than 3 per cent of chips in US supply chains — is far easier than imposing tariffs on all foreign chips.

16. Finally, China's policies with its neighbours are an important reason for the hard limits to its influence in Asia. Consider the example of setting up fish farm installations in international waters in the Yellow Sea, which are part of the country's 'grey zone' tactics to bully neighbours in their territorial waters and establish claims

Chinese companies started building large-scale deep-sea fish farms in 2016 for Norwegian companies raising salmon in the Atlantic Ocean. Construction on the first Yellow Sea installation, the Shenlan 1, began in 2018 in the “provisional measures zone”, a disputed area in the Yellow Sea where Chinese and South Korean exclusive economic zones overlap. It was built by Wanzefeng Group, a fisheries company based in eastern Shandong province. A second structure, the Shenlan 2, was installed last year in the PMZ by a joint venture between Wanzefeng and state-owned Shandong Marine Group, despite Seoul’s protests. South Korea dispatched a marine research vessel last month to investigate but was forced to turn back after an hours-long stand-off... some observers warned that such actions in disputed waters could be a precursor for more solid territorial claims. “They put their fishing vessels and fish farms there with subsidies and infrastructure support, and after a while they use the fact of that presence to underpin a historic claim,” said a senior government official in the Philippines, which has repeatedly clashed with China in the South China Sea. 

That stance has also been endorsed by some Chinese observers. Current affairs blogger Shijiu Chen Nianhuashe wrote last month: “On the surface, we are building ordinary fish farms. But in fact, this is a smart move to increase our actual control in these disputed waters.” Nam Sung-wook, a professor at the Graduate School of Public Administration at Korea University, said a chain of Chinese structures in the Yellow Sea could ultimately obstruct South Korean or Korea-based US naval vessels from accessing the East China Sea in the event of a conflict in the Taiwan Strait. “We should have taken action sooner,” Nam said. “If any country doesn’t respond to such territorial issues immediately, it becomes a fait accompli.”

Tuesday, April 1, 2025

Assessing the health of school education systems in India

I have blogged on the issue of improving student learning outcomes numerous times. This post discusses a simple proposal for periodic measurement of learning outcomes and using it as a high-level decision support. 

Poor student learning outcomes should count as one of the biggest governance failures of India. An important contributor is the near complete absence of any institutional mechanism at higher levels to assess the quality of school education being delivered and the progress made in the achievement of basic literacy and numeracy or grade-appropriate learning outcomes. This diffuses accountability across the system at all levels. 

Any meaningful effort, therefore, to improve school education must start with a mechanism to continuously and credibly measure and track the aggregate learning outcome trends over time. This would serve as a health check on the general direction and magnitude of progress being made on improving student learning outcomes and also help compare across administrative units and geographies. It would strengthen accountability. 

A census in the form of standardised tests would be great but is impractical to do across grades and states. It’s for this reason that standardised tests globally are done at only a few checkpoints. 

Another option would be to undertake a rigorously sampled survey across grades and states. Surveys would be administered periodically to a cluster random sample of schools in each district. The baseline survey would be followed with an end-line recurring each year. This time series so generated would help assess subject-wise performance across districts and states. 

The National Assessment Survey (NAS) could be revised accordingly to serve this purpose. Alternatively, or perhaps more appropriately, the surveys could be administered by independent private assessment firms. The Government of India (GoI) could empanel a few testing firms for 3-5 years and allocate them across states. While the state governments would manage the contract, GoI would make payments to agencies. This would prevent conflicts of interest, align incentives, and maintain the rigour of the testing processes and the credibility of the outcomes. 

The firms would undertake evaluations based on some uniform and consistently applied set of principles issued by the Ministry of Education (MoE), GoI. The instruments, while different, must be standardised to test certain competencies. All data could be stored in a portal that would allow for easy longitudinal comparison of performance across administrative units and subjects. This data could also be analysed by independent researchers and provide actionable insights for policymakers and implementors than those generated by the countless randomised control trials done on this topic over the years. 

Any state government interested in expanding the scope of the survey would have the flexibility to do so. Some might want to compare across blocks or clusters or add a half-yearly midline. The expanded scope could be incorporated into the contract with the testing agency. 

The testing processes could be improved at the margins based on the emerging feedback from the first couple of tests, and the contracts could be revised accordingly. With time, over say, 2-3 years, the testing processes would have stabilised and the outcomes would provide a reliable assessment of the direction and magnitude of progress made by districts and states on different subjects. The important insights would be the trends in progress across the parameters and comparison across neighbouring or similarly placed geographies and administrative units. 

There are several areas where such information would be valuable decision support for policy making and program implementation. Some examples. 

Education Departments at all levels of government could use the survey trends to assess the direction and magnitude of progress on outcomes. Most importantly, it would allow for recognising failures and taking action to address them. Those lagging on trends would become aware of their lag and be forced to introspect on the reasons. Such introspection is critical to any meaningful effort to improve the quality of education. 

A bane of the education ecosystem is the absence of any credible system to reliably monitor outcomes. In its absence, questionable and bad ideas endure. The massive expenditures being incurred by state and central governments on Edtech despite very little evidence of its efficacy in improving learning outcomes is a case in point. More of the same without course corrections is most likely in the absence of any credible outcomes measurement system. A survey-based longitudinal learning outcomes tracking system would audit these interventions, help recognise failings, and allow officials to make the case to pull back on some of these questionable interventions. 

The MoE could consider incentivising states and districts by allocating a part of the Samagra Siksha Abhiyaan budget for the realisation of learning outcomes as measured from the aforementioned Survey. This would make outcomes-based financing of school education a reality. To make this sufficiently attractive, the allocations under this component can be made significantly large. This financing strategy could be complemented by competitions among districts and states on learning outcomes realisation.

This monitoring system should be supplemented with measures outlined here and elsewhere on interventions that are proximate to improving the quality of classroom instruction (as against those general inputs in the education objective function).

Saturday, March 22, 2025

Weekend reading links

1. Two graphics that capture the difference between Trump 1 and Trump 2. First on the stock market performance.

Second on market volatility.
2. Scott Galloway points to a graphic that highlights how important US government spending on R&D has been to US leadership in technology sectors.
3. Stock market corrections (more than 10% declines) and bear markets (more than 20% declines) in the US.
4. As the Trump administration mounts pressure on restricting imports from China, its officials are worried about the possibility of tariff increases by the likes of Mexico. A loophole in the WTO rules allows developing countries which were erstwhile members of GATT to legally raise tariffs steeply and suddenly on Chinese goods while Beijing would have no right to retaliate. 
Mexico is also one of several dozen developing countries that were members of the General Agreement on Tariffs and Trade, which preceded the creation of the W.T.O. These countries reached a special deal at the founding of the W.T.O., making very few binding commitments to reduce their tariffs. They were instead encouraged to gradually lower tariffs voluntarily... W.T.O. rules bar countries from raising tariffs against a single country... But the W.T.O. does allow countries to raise tariffs to their highest bound ceilings provided that the increase applies to all imports of the targeted product from around the world. China exports almost all of the world’s supply in many categories of manufactured goods. That makes it possible for developing countries to raise their applied tariffs in these categories and hit almost exclusively goods from China... Mexico is not one of the 27 countries that has signed a free-trade agreement with China, so the Mexican government can raise tariffs on Chinese goods... Mexico has reduced its average tariff to 7 percent, according to the W.T.O. But Mexico’s average “bound” tariff — which it could start charging immediately by simply sending a notification to the W.T.O. — is 36 percent.

5. Thread on the failed security and economic promise of Pakistan's Gawdar port.

6. Drone warfare in Ukraine

The latest battlefield reports from Kherson, the frontline city liberated in late 2022 after months of Russian occupation, reinforce his depiction of a high-tech war. Oleksandr Prokudin, head of the Kherson regional military administration, says the number of drone attacks on the city is intensifying, most recently to about 1,700 a week. The Russians, he adds, are now using a new type of drone operated via fibre optic cables rather than radio signals, which are harder to detect and jam. Ukrainian forces are trying to respond by using nets to tangle the cables. It is like a scene out of Star Wars, Prokudin says. Ukraine drone production has soared and is due to reach 2.5mn to 3mn units this year. Oleksandr Yakovenko, the chief executive of TAF Drones, is one of the leading manufacturers in the nascent drone industry. Last year his company manufactured 400,000 drones. This “will be the year of the land drones” or robots with wheels, which are used to evacuate the wounded or deliver supplies, he predicts.

7. John Burn-Murdoch has a great set of graphics that illustrate how Maga America of Donald Trump is closer in political and internationalist values to China and Russia than it's to even the right-wing parties in Europe. 

The US Republicans of 20 years ago were no keener on autocracy than the average Canadian or western European — and just as supportive of international co-operation... But the breadth and depth of the divide today means dialogue between Trump and Sir Keir Starmer or Emmanuel Macron is akin to the first meeting between two previously isolated civilisations. Goals, strategies and tactics that are a given across the rest of the west seem anathema to Trump and Vance. This disconnect explains why the UK’s prime minister could have what was by all accounts a successful meeting with the US president, only to be blindsided on a fundamental issue hours later. While the Maga movement had already begun this value divergence in 2016, the bulk of Trump’s most norm-breaking inclinations were kept in check by those around him in his first term. But those moderating influences have since been replaced by cheerleaders and powerful lieutenants. In this sense, the US government now embodies the values behind Trump’s and his supporters for the first time, and is rapidly showing them to be misaligned even with most western conservatives.
According to a first-of-its-kind government survey released on Thursday, 47.6 per cent of South Koreans under the age of six are enrolled in cram schools known as hagwon, for-profit private education centres that come on top of regular schooling. The survey also showed that a quarter of children under two are in cram schools. Families’ monthly tuition cost for preschoolers averaged Won332,000 ($228), with children attending private classes for an average of 5.6 hours a week. The average monthly tuition for kindergartens specialised in teaching English — popular in wealthy districts of Seoul — reached Won1.5mn. Cram schools, which offer lessons in subjects such as English, maths, science and essay writing, have grown into a big industry in South Korea. Parents turn to them to give their children a leg up in the intense competition for places at top universities and well-paying jobs at the country’s handeducful of conglomerates... This competition, in turn, has put a significant burden on family finances, driving up household debt and depressing domestic consumption. Total family spending on private education rose 7.7 per cent last year to a record Won29.2tn, even as the number of students fell 1.5 per cent, according to the statistics office.

9. French wines are threatened with 200% tariff by President Trump.

Épernay sits in the heart of a region that produces the world’s finest bubbly. The United States is its biggest foreign market, with 27 million bottles shipped there in 2023, valued at around 810 million euros ($885 million). Chardonnay, pinot noir and meunier grapes blanket the rolling hills and deep valleys of Champagne, which covers more than 130 square miles, from the city of Reims to the Aube river. The area is under France’s strict Appellation d’Origine system, which ensures that only the sparkling wine made here, using specific methods, can legally be called Champagne. With more than 4,000 independent winemakers and 360 Champagne houses, the region produces around 300 million bottles annually, with one billion more resting in cellars. The biggest houses — including Dom Pérignon, Veuve Clicquot and Moët & Chandon, owned by the luxury conglomerate LVMH Moët Hennessy Louis Vuitton — dominate production and exports and account for a third of total sales.

10. Good set of suggestions on GST rate rationalisation

There is now some consensus that the key to boosting employment lies in the growth of four labour-intensive manufacturing industries, namely textiles (from yarn to fabrics of both cotton and man-made fibre), leather and footwear, food processing, and toys. Therefore, as a starting point in the rate-rationalisation process, we should bring all these four product categories under the merit rate of 5 per cent, which must now be raised to at least 8 per cent to allow for input tax credits to flow seamlessly without accumulation. This should be combined with imposing zero rate on all single-use inputs and intermediates used in these four sectors. This import duty regime should be allowed for imports from all countries under the Most Favoured Nation (MFN) arrangement. This will give a boost to these labour-intensive industries and also encourage foreign direct investment in these sectors, which has not yet happened.

11. Europe strikes back!

Arms companies from the US, UK and Turkey will be excluded from a new €150bn EU defence funding push unless their home countries sign defence and security pacts with Brussels. The planned fund for capitals to spend on weapons would only be open to EU defence companies and those from third countries that have signed defence agreements with the bloc, according to a European Commission proposal put forward on Wednesday. It would also exclude any advanced weapons systems upon which a third country had “design authority” — restrictions on its construction or use of particular components — or control over its eventual use... The policy is a victory for France and other countries that have demanded a “Buy European” approach to the continent’s defence investment push, amid fears over the long-term dependability of the US as a defence partner and supplier triggered by President Donald Trump.

In a landmark vote, the German parliament approved with more than two-third majority the constitutional changes required for relaxing the country's strict debt, thereby endorsing Friedrich Merz's plans to inject up to €1tn in military and infrastructure. 

The Christian Democrat is seeking to increase defence spending and create a €500bn, 12-year fund to modernise hospitals, schools, roads and energy networks. Economists have estimated that the country’s armed forces need more than €400bn in coming years, funding likely to be unleashed by Merz’s reform, which will also loosen borrowing rules for the country’s 16 federal states... The key move sought by the incoming chancellor is to exempt most defence spending from the “debt brake” enshrined in the constitution in 2009.

12. Gillian Tett points to the possibility of the Trump administration forcing the sale of Danish company Novo Nordisk (maker of weight-loss drugs Ozempic and Wegovy) to an American firm as part of negotiations on Greenland! 

One colourful idea floating around the Trump ecosystem is that the drugs could be a bargaining chip in future negotiations with Denmark, perhaps by pushing for a US acquisition. After all, many American “voters care about Ozempic,” as one observer tells me, noting that another possible tactic would be for the US to demand a krone revaluation, to keep Denmark linked to dollar-based finance.

She also writes about how the normal rules of diplomacy and business are being upended by the Trump regime. 

Investors parsing the world should pay attention to four practical points. First: as Elon Musk noted this week, the so-called “Overton Window” — or frame for policy ideas — is widening fast; nothing can be ruled out. Second, Trump’s team want to expand their negotiating leverage by mixing economic, financial, trade, tech and national security issues in a manner alien to anyone trained in a 20th-century MBA programme — or, for that matter, economics. Third, some of Trump’s advisers have a mental vision of great power rivalry that feels uncannily familiar to students of Central Asian history. Nuuk, Greenland’s capital, is the 21st-century version of Samarkand or Kabul — and Ozempic akin to saffron. This explains why Trump has focused on the frozen north, with its minerals, future transit routes and long borders with Russia and China. So, too, his ambivalence about Nato... a fourth point: institutions such as Nato, and smaller countries, suddenly look vulnerable. Just consider the recent ritual humiliation of Volodymyr Zelenskyy, Ukraine’s president, in the Oval Office. This may be a template for how bullying gets ratcheted up.

13. An important red flag for the US economy, its housing development market

In an era of higher-for-longer interest rates, many homeowners have held off big-ticket projects that require financing. With mortgage rates hanging above 6.5 per cent, homeowners who locked in cheaper loans have been less likely to move, slowing the pace of housing turnover that historically prompted renovations... Existing-home sales fell 1.2 per cent in February from a year before to a seasonally adjusted annual rate of 4.26mn, according to data released on Thursday.

14. Are we at peak-booze?

In the US, the sector’s most important market, alcohol consumption per person fell 3 per cent last year in the biggest drop since the prohibition era a century ago, according to research by Bernstein. Drinking is now languishing at its lowest level since 1962, down 20 per cent on its 1980s peak. The World Health Organization said last month that drinks should carry prominent labels warning consumers of the link between alcohol and cancer, something Ireland will become the first country to do in May next year... The warnings come as declining alcohol consumption, growing health awareness and the effects of weight-loss drugs on drinking habits cement a negative narrative around the industry... alcohol’s decline has been more gradual, with consumption in developed markets steadily falling since the 1960s, according to the WHO, a steeper drop-off over the past three years has sounded alarm bells for investors. Global drink stocks have sunk almost 8 per cent in the 12 months to February. Alcohol shares now trade at a significant discount to the rest of the consumer goods... Studies show that weight-loss and diabetes drugs, such as Wegovy and Ozempic, could cut opioid and alcohol abuse up to half.