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Subject: Economics

  • First sector wide Corporate Social Responsibility framework for coal companies

    Why in News

    1. New framework launched: The Ministry of Coal launched the first sector wide Corporate Social Responsibility (CSR) framework for Indian coal companies on 8 September 2026.

    Core facts

    1. First of its kind: This is the first sector specific CSR framework since statutory CSR began under the Companies Act, 2013.
    2. Design agency: The Indian Institute of Corporate Affairs developed the framework. It targets communities in coal mining areas.
    3. Thalassemia Bal Sewa Yojana (TBSY): This scheme funds treatment for thalassaemia and aplastic anaemia. Empanelled hospitals expanded from 4 to 21 nationally.
    4. TBSY support: It provides up to ₹10 lakh per patient for a bone marrow transplant. The total budgeted outlay is ₹130 crore across four phases.
    5. TBSY record: Over 1,050 bone marrow transplants have been completed. Coal India Limited (CIL) delivers this programme.
    6. Nanha Sa Dil: This programme addresses congenital heart defects in newborns. It began in March 2024 in four districts of Jharkhand.
    7. Nanha Sa Dil record: Over 200,000 children were screened. More than 1,500 corrective cardiac surgeries were performed free of cost. Subsidiaries SECL, CCL, NCL and WCL scaled the programme.

    Static Context

    1. Statutory CSR was introduced through Section 135 of the Companies Act, 2013.
    2. CSR rule: Qualifying companies must spend 2 percent of average net profits of the preceding three years on CSR.
    3. Applicability: The rule applies to companies meeting thresholds on net worth, turnover or net profit.
    4. Coal India Limited is a Maharatna central public sector enterprise under the Ministry of Coal.

    Prelims angle

    1. CSR statutory basis: Section 135, Companies Act, 2013, and the 2 percent spending norm.
    2. Scheme mapping: Thalassemia Bal Sewa Yojana and Nanha Sa Dil are run by coal sector enterprises, a testable pairing.

    Mains angle

    1. GS3 and GS4: A question can examine whether mandatory CSR produces genuine social value or compliance driven spending, using coal sector health schemes as evidence.

    Matching Previous Year Question

    “[2024] With reference to Corporate Social Responsibility (CSR) rules in India, consider the following statements:
    1. CSR rules specify that expenditures that benefit the company directly or its employees will not be considered as CSR activities.
    2. CSR rules do not specify minimum spending on CSR activities.
    Which of the statements given above is/are correct?
    (a) 1 only
    (b) 2 only
    (c) Both 1 and 2
    (d) Neither 1 nor 2
    Final answer: (a)”

    “[2013, GS3, 10 marks] With a consideration towards the strategy of inclusive growth, the new Companies Bill, 2013 has indirectly made CSR a mandatory obligation. Discuss the challenges expected in its implementation in right earnest. Also discuss other provisions in the Bill and their implications”

  • Surface Coal and Lignite Gasification Scheme: Round 1 concludes with seven applications

    Why in News

    1. Round 1 closed: The Scheme for Promotion of Surface Coal and Lignite Gasification Projects received seven applications from public and private companies. Round 2 opened on 8 September 2026.

    Core facts

    1. Administering body: The Ministry of Coal runs the scheme.
    2. Approval and outlay: The Union Cabinet approved the scheme on 13 May 2026. The financial outlay is ₹37,500 crore.
    3. Objective: The scheme converts domestic coal and lignite into higher value products. These include syngas, methanol, ammonia, urea and hydrogen.
    4. Import substitution: India imported liquefied natural gas (LNG), urea, ammonia and methanol worth ₹2.77 lakh crore in the financial year 2024 to 2025.
    5. Capacity target: The scheme targets 100 million tonnes of coal gasification capacity by 2030. It contributes 75 million tonnes of that target.
    6. Round 1 applicants: NTPC Limited applied for one synthetic natural gas project. Adani Enterprises Limited applied for three urea projects. Gallantt Ispat Limited, Shyam Sel and Power Limited and Talcher Fertilisers Limited applied for one project each.
    7. Process: The Request for Proposal was issued on 7 July 2026. Further Round 2 windows open every two months.

    Static Context

    1. Coal gasification is a thermochemical process. It reacts coal with controlled oxygen and steam to produce syngas, a mixture of carbon monoxide and hydrogen.
    2. Syngas is a feedstock for fertilisers, chemicals and fuels. It reduces reliance on imported natural gas.
    3. Earlier scheme: A ₹8,500 crore gasification incentive scheme was notified in January 2024. Eight projects are under implementation under it.
    4. India’s coal has high ash content and low sulphur content. High ash lowers gasification efficiency and needs specific technology choices.

    Prelims angle

    1. Products from coal gasification: urea, methanol, ammonia, hydrogen and synthetic natural gas are testable factual hooks.
    2. Composition of syngas: carbon monoxide and hydrogen.
    3. Nodal ministry: Ministry of Coal. Cabinet approval year: 2026.

    Mains angle

    1. GS3, energy and infrastructure: A question can ask how coal gasification advances energy security and import substitution while raising environmental concerns from continued coal use.

    Matching Previous Year Question

    “[2025] Consider the following substances:
    I. Ethanol
    II. Nitroglycerine
    III. Urea
    Coal gasification technology can be used in the production of how many of them?
    (a) Only one
    (b) Only two
    (c) All three
    (d) None
    Final answer: (b)”

    “[2026, GS3, 15 marks] Explain the key challenges for India’s energy security. What measures do you suggest for ensuring energy security along with economic growth and sustainability?”

  • Double deflation debate over GDP methodology is no ‘great battle’

    Why in the News

    The Vice Chairman of NITI Aayog, the government’s economic think tank, has said there is no winner in the ongoing dispute over the use of double deflation in India’s new gross domestic product (GDP) series, and that the methodology is neither impractical nor particularly difficult to implement. The statement answers concerns raised a week earlier by a former Finance Secretary and a former Chief Statistician over the method used to double deflate GDP under the new series. The tension is that the methodology being questioned is the same one that produces growth rates lower than the series it replaced, which is why the Vice Chairman asked why the scrutiny is arriving only now.

    What is double deflation?

    1. The method: Double deflation removes the effects of inflation at both the producer and the consumer expenditure stages when arriving at the real GDP of an economy.
    2. What it requires in practice: The inputs a producer buys have to be separated from the outputs the producer sells, and each set is deflated by its own price index.
    3. Where it stands internationally: The method is widely used across national statistical systems.

    What has changed in India’s GDP series?

    1. The new base year carries the new method: The Ministry of Statistics and Programme Implementation (MoSPI), the nodal ministry for official statistics, introduced double deflation in the GDP series with 2023-24 as the base year.
    2. The earlier series did not use it: Double deflation was not part of India’s 2011-12 GDP series.
    3. The output looks different: GDP growth rates in the new series, based on 2023-24 prices, are lower than those under the earlier series with 2011-12 as the base year.

    How is the dispute framed?

    1. The government think tank’s position: Deflating the price effects at the producer and the consumer expenditure stages of GDP is not a great battle, and double deflation is not a methodological impossibility.
    2. The practical claim: All that is required is to separate the inputs from the outputs, the method can of course be improved like anything else, and it is a good time to start.
    3. The timing objection: The Vice Chairman asked why the methodology had not come under similar scrutiny when the earlier series was in use, and why the concerns are being raised only now.
    4. What the critics raised: A former Finance Secretary and a former Chief Statistician had, a week earlier, questioned the methodology used to double deflate GDP under the new series.

    Challenges to measuring real GDP under double deflation

    1. India lacks a full producer side price index: Deflating inputs correctly requires a producer price index, and the wholesale price index that stands in for it covers goods alone. Eg. Services account for over half of gross value added but have no wholesale price index representation.
      The Fix: Complete and release a producer price index covering services, as recommended by the working group set up to design one.
    2. Informal output is estimated rather than measured: A large share of value added comes from unincorporated enterprises whose input costs are inferred from survey benchmarks rather than observed. Eg. The unincorporated sector enterprise survey is conducted at multi year intervals, so intervening years are interpolated.
      The Fix: Move the unincorporated enterprise survey to an annual cycle so input cost ratios are updated each year rather than carried forward.
    3. The method amplifies error in volatile quarters: Subtracting one deflated series from another magnifies any mismatch between the two price indices used. Eg. A sharp swing in crude prices moves input costs long before it moves output prices in refining and petrochemicals.
      The Fix: Publish the input and output deflators alongside the headline estimate so the source of any swing is visible to users.
    4. A base year change breaks comparability: Growth rates computed on a new base and a new method cannot be read directly against the old series. Eg. The shift to the 2011-12 series produced a comparable dispute over back series estimates.
      The Fix: Release a full back series on the new base and method, so the change in level is separated from the change in growth.

    Conclusion

    The dispute is about measurement, not about performance, and both sides accept that removing inflation twice is the internationally accepted way to compute real output. What is unresolved is whether the price data India collects can support the method at the level of detail it demands. That is a question about the statistical system’s inputs rather than about the arithmetic applied to them. The marker to watch is whether the producer price index that the method depends on is released alongside the new series.

    Matching Previous Year Question

    “[2021, GS3, 10.0 marks] Explain the difference between computing methodology of India’s Gross Domestic Product(GDP) before the year 2015 and after the year 2015.”

  • India’s listing bonanza: IPO window opens wide as OFS turns exit route

    Why in the News

    The initial public offering (IPO) process in India has become an exit mechanism for existing shareholders rather than a route for companies to raise growth capital. The offer for sale (OFS) component was nearly 1.5 times the fresh capital raised in FY26, according to National Stock Exchange data. Forthcoming issues, including the National Stock Exchange’s own estimated Rs 30,000 crore offering, are entirely OFS. The tension is that a window designed to widen public ownership and fund new investment is now converting private holdings into public ones without adding capital to the companies being listed.

    What is an offer for sale?

    1. The instrument: An OFS is a sale of shares already held by promoters or early investors, conducted through the stock exchange rather than by the company issuing new shares.
    2. Where the money goes: The proceeds reach the selling shareholder, so the listed company’s own capital base does not change.
    3. The Indian variation: When an unlisted firm lists, an OFS can be included in the IPO prospectus, also called a Red Herring Prospectus (the offer document filed before the issue price is fixed), so it enters through the primary market window while behaving like a secondary market transaction.

    How large has the OFS share of India’s primary market become?

    1. It now exceeds fresh capital: OFS was nearly 1.5 times the fresh capital raised in FY26, according to National Stock Exchange data.
    2. It dominates issue proceeds: OFS accounted for about 59 per cent of IPO proceeds in FY26, according to KPMG India data. Listings backed by private equity rose sharply.
    3. The pattern is five years old: Indian companies mopped up Rs 5.4 lakh crore through public issues during 2021-25, of which Rs 3.37 lakh crore came entirely from OFS, according to Prime Database.
    4. The pipeline is large: As many as 245 companies have filed their draft Red Herring Prospectus with the Securities and Exchange Board of India (SEBI), according to an Equirus Capital report.

    Why was the OFS route created, and what was it originally meant to do?

    1. A compliance mechanism, not an exit route: SEBI formally introduced OFS in 2012 as a dedicated exchange based mechanism for promoters of listed companies to sell shares transparently.
    2. The stated purpose: It was meant to help promoters reduce their holdings and comply with minimum public shareholding norms, which require a listed company to keep a fixed proportion of its equity with public shareholders.
    3. The government adopted it for disinvestment: The Centre used OFS to dilute its holding in central public sector enterprises to reach the shareholding threshold and beyond it, in ONGC, Hindustan Copper, NMDC, Oil India, NTPC, Rashtriya Chemicals and Fertilisers, NALCO and the Steel Authority of India.
    4. Large public issues carried it too: Life Insurance Corporation of India, General Insurance Corporation, Coal India, Indian Railway Finance Corporation and New India Assurance each saw a sizeable OFS share in their public offer.

    Which of the forthcoming issues are entirely exits?

    1. The exchange’s own listing: The National Stock Exchange, cleared by SEBI for its estimated Rs 30,000 crore IPO, will go entirely through OFS.
    2. An asset manager followed the same route: SBI Funds Management’s public offering of more than Rs 9,800 crore was entirely through OFS.
    3. Three more public sector issues are proposed on the same basis: Indian Gas Exchange, Mahanadi Coalfields and Asset Reconstruction Company India are taking a proposed 100 per cent OFS route.
    4. The private sector uses it to unlock value: In the Hyundai India listing the parent company did not dilute to fund the subsidiary’s expansion, and sold shares to Indian investors instead, in one of India’s largest IPOs.

    Why is the window open now?

    1. Subscription demand has more than doubled: Average IPO subscriptions rose to 59.1 times in July and August from 24.5 times in April to June, according to NovaaOne Investment Banking.
    2. Listing gains have widened: Average listing gains climbed to 19.5 per cent from 5.7 per cent over the same comparison.
    3. Deferred issues have returned: Companies that stayed on the fringes during volatile markets are now seeking to capitalise on improving sentiment.
    4. The pipeline spans consumer facing sectors: The private sector queue covers quick commerce, logistics, housing finance, dairy, financial services and education infrastructure, with a sizeable proportion of OFS embedded in the issues.

    What does the contrast with other large markets show about the Indian structure?

    1. The comparison is structural rather than detailed: The United States, China, the United Kingdom, Japan and parts of Europe have historically had large secondary equity markets, but their structures differ from India’s IPO plus OFS model.
    2. Sequence is the difference: In the United States and Europe, secondary sales usually happen after a company is already public, so the market has already achieved price discovery before existing holders sell.

    Challenges to the offer for sale route

    1. Pricing is set by the party leaving: A selling shareholder fixes the price of its own exit and carries no continuing obligation to the company’s performance after listing. Eg. Paytm listed in November 2021 and traded far below its issue price within a year.
      The Fix: Extend a lock in on significant selling shareholders beyond the existing anchor investor period, so a portion of the exit is priced after the market has tested the company.
    2. Disclosure is built around the issuer, not the seller: An offer document centres on the company’s stated use of proceeds, which carries little information where the fresh issue is small. Eg. An issue that is entirely OFS has no use of proceeds section of substance at all.
      The Fix: Require a separate disclosure of each large selling shareholder’s holding period and acquisition cost on the cover of the offer document.
    3. Retail investors absorb the price discovery risk: Listing gains draw first time investors into issues priced off valuations set in private funding rounds. Eg. SEBI studies have found that a majority of retail allottees sell within a week of listing.
      The Fix: Publish an issue level dashboard showing the fresh issue share and the pre-issue acquisition cost, so a subscriber can see what is being funded.
    4. Public sector divestment becomes procyclical: Stake sales are timed to buoyant markets rather than to a stated ownership policy, so the exchequer sells most when sentiment is strongest. Eg. Coal India’s stake sales have clustered in periods of strong index performance.
      The Fix: Publish a rolling multi year divestment calendar with target holdings per company, so the sale schedule is not set by market mood.

    Conclusion

    India’s primary market is functioning as a liquidity platform, and capital formation has become only one part of what it does. That is not a defect in itself, since an exit route is what persuades early investors to fund unlisted firms in the first place. The unresolved question is whether a subscriber can tell which of the two an issue is doing, because the offer document is built to describe a company raising money and most issues are no longer doing that. The marker to watch is whether SEBI requires the fresh issue share to be disclosed on the face of the prospectus.

    Matching Previous Year Question

    “[2023] Consider the following markets : 1. Government Bond Market 2. Call Money Market 3. Treasury Bill Market 4. Stock Market How many of the above are included in capital markets? (a) Only one (b) Only two (c) Only three (d) All four ANSWER: (b)”

  • Market turbulence is here to stay, may deepen

    Why in the News

    Indian equity markets closed lower with the Sensex down 1.08 per cent, and the weakness ran across small and midcap indices as well. The fall follows a run of external shocks rather than a domestic slowdown, since the economy is growing at a fairly healthy rate. The Sensex has lost roughly 12 per cent since the beginning of this year. Brent crude has touched $100 a barrel as the conflict in West Asia expands, and the rupee has slipped past the 95 mark against the dollar. The tension is that the drivers of the sell off sit outside the reach of domestic policy. The instruments available to answer them act on demand at home.

    What has actually moved in Indian markets?

    1. Index and breadth both weakened: The Sensex closed down 1.08 per cent and the fall extended to small and midcap indices rather than staying confined to large caps.
    2. Volatility rose sharply: The India VIX (an index of the volatility the options market expects in the Nifty over the next 30 days) rose almost 7 per cent.
    3. The decline is not a single session event: The Sensex has fallen by roughly 12 per cent since the beginning of this year.
    4. Information technology led the weakness: Concerns have mounted over the sector’s long term growth prospects, given the rapid deployment of artificial intelligence.
    5. Asian peers did not move together: The Nikkei was down 0.2 per cent. The Kospi was up 1.4 per cent.

    Why has investor sentiment weakened despite a healthy growth rate?

    1. The West Asian conflict has widened: Attacks by the Iran backed Houthis on energy facilities and infrastructure in Saudi Arabia mark an escalation and raise concerns over energy supplies.
    2. Crude has returned to triple digits: Brent crude oil has touched $100 a barrel, levels last seen in July.
    3. India’s own import cost has risen faster: The Indian crude oil basket surged to $108.91 per barrel as on 8 September, according to the Petroleum Planning and Analysis Cell.
    4. The currency has broken a psychological level: The Indian rupee has slipped past the 95 mark against the dollar.
    5. Foreign investors have turned sellers: Foreign investors have taken out $1.3 billion from the stock markets in September so far.
    6. The transmission runs through three channels: Higher prices act on the external balance, on the currency and on inflation together rather than one at a time.

    What does the global rate environment do to India’s policy room?

    1. The US central bank has signalled a harder stance: Remarks by the US Federal Reserve chairman at the recent Jackson Hole meeting were read as hawkish, raising expectations of an aggressive policy stance.
    2. A rate increase is now priced for the coming week: The odds of an interest rate hike at next week’s meeting have risen on those remarks.
    3. Sovereign yields elsewhere have repriced: The US 10 year bond yield is around 4.8 per cent and Japanese yields are hovering near 2.9 per cent, which narrows the return advantage of holding Indian assets.
    4. The domestic decision arrives into a softening economy: The Reserve Bank of India’s Monetary Policy Committee meets early next month with expectations of a move towards tightening. Growth momentum that surpassed expectations in the first quarter is expected to moderate in the second half of the year.

    Challenges to macroeconomic stability from sustained market turbulence

    1. Imported energy costs pass through to domestic prices: An expensive crude basket raises the import bill and feeds into freight and manufacturing costs within a quarter. Eg. India meets over 85 per cent of its crude oil requirement through imports.
      The Fix: Expand strategic petroleum reserve capacity and widen term supply contracts beyond West Asian sellers, so a regional escalation does not move the whole basket at once.
    2. A weaker currency raises the cost of external borrowing: Depreciation increases the rupee cost of servicing dollar denominated debt taken on by Indian firms. Eg. External commercial borrowings are raised largely in dollars and repaid out of rupee earnings.
      The Fix: Tighten hedging requirements on unhedged foreign currency exposure of corporate borrowers, so depreciation does not convert into balance sheet stress.
    3. Portfolio flows reverse faster than they arrive: Foreign portfolio investment tracks interest rate differentials rather than domestic earnings, so an outflow can begin before any local data changes. Eg. The taper tantrum of 2013 produced heavy outflows and a sharp rupee fall within weeks of a single central bank statement.
      The Fix: Deepen domestic institutional demand through retirement and insurance flows, so a foreign exit is absorbed rather than amplified.
    4. Defending the currency raises the cost of credit at home: A policy rate increase aimed at the exchange rate also raises borrowing costs for firms already facing weak demand. Eg. Micro, small and medium enterprises borrow largely at floating rates, so pass through reaches them first.
      The Fix: Pair any tightening with a targeted refinance line for small borrowers, so the rate defence does not fall hardest on the segment least able to absorb it.

    Conclusion

    Market weakness is no longer traceable to domestic growth. Its drivers are a war premium on oil, a harder rate path abroad and portfolio flows that respond to both. Domestic instruments act on demand at home and cannot offset an imported price shock. What remains unresolved is whether policy defends the currency or supports output, since a single rate decision cannot do both.

    Back2Basics

    1. What it is: The Indian basket of crude oil is a weighted average of the prices of the grades India actually imports, not a traded contract in its own right.
    2. What it averages: It combines sour grades of the Oman and Dubai type with the sweet Brent dated grade, weighted by the share of each in India’s import mix.
    3. Who compiles it: The Petroleum Planning and Analysis Cell, an attached office of the Ministry of Petroleum and Natural Gas, publishes it.
    4. Why it is used: It is the reference price for estimating the oil import bill and for tracking the cost of the crude that Indian refiners actually buy.

    Matching Previous Year Question

    “[2018, GS3, 15.0 marks] How would the recent phenomena of protectionism and currency manipulations in world trade affect macroeconomic stability of India?”

  • 2,843 km, 400-plus trains: Corridors cut time and cost, offer last-mile link

    Why in the News

    The last three sections of the Western Dedicated Freight Corridor (WDFC) have been inaugurated at Vadodara, completing India’s dedicated freight rail network. The three sections cover 326 kilometres and were developed at a cost of over Rs 20,700 crore. Their commissioning closes the 1,506-km western corridor, and with the 1,337-km Eastern Dedicated Freight Corridor (EDFC) already commissioned in October 2023, the network now runs to 2,843 km. The corridors were built to relieve trunk routes whose line capacity utilisation had reached between 115 and 150 per cent. The open question is whether separate freight track alone can lift rail’s share of national freight from about 27 per cent to the 45 per cent the National Rail Plan targets.

    What are the Dedicated Freight Corridors?

    1. Freight-only railway lines: The Dedicated Freight Corridors (DFCs) are high-speed railway lines built to carry goods traffic alone, physically separated from the passenger network.
    2. Two routes, east and west: The project comprises an eastern corridor and a western corridor, together among the largest infrastructure works ever undertaken by the Railways.
    3. A dedicated executing entity: The Dedicated Freight Corridor Corporation of India Limited (DFCCIL), a special purpose vehicle, was set up for the construction, operation and maintenance of the corridors.

    Why were separate freight lines needed at all?

    1. Trunk routes were saturated: The Howrah-Delhi route on the east and the Mumbai-Delhi route on the west were running at line capacity utilisation of between 115 and 150 per cent, and the Railways saw a dip in freight traffic as a result.
    2. The load shifted to road: The National Highways running along these corridors make up 0.5 per cent of the road network yet account for almost 40 per cent of total road freight.
    3. Freight earnings carry the system: Freight services account for over 65 per cent of the Railways’ total earnings, and that revenue subsidises passenger travel.

    What does each corridor cover?

    1. The western corridor: The WDFC runs 1,506 km from the Jawaharlal Nehru Port Trust (JNPT) in Navi Mumbai to Dadri near Noida in Uttar Pradesh. Its final three sections are New Sanand (N)-New Makarpura, New Umbergaon-New Saphale, and New Saphale-New JNPT.
    2. The last stretch reaches the port: The Vaitarna (Saphale) to JNPT stretch in Maharashtra is now operational, and freight loading is expected to rise further on the strength of that direct port connectivity.
    3. The eastern corridor: The EDFC runs 1,337 km from Ludhiana in Punjab to Sonnagar in Bihar and was fully commissioned in October 2023.
    4. Two segments of differing capacity: The EDFC has an electrified double-line segment of 936 km between Sonnagar and Dadri, and an electrified single-track segment of 401 km between Sahnewal in Punjab and Khurja in Uttar Pradesh.
    5. The alignment avoids towns: The EDFC detours around densely populated towns including Mirzapur, Allahabad, Kanpur, Etawah, Firozabad, Tundla, Hathras, Aligarh, Hapur, Meerut, Muzaffarnagar, Ambala, Rajpura, Sirhind, Doraha and Sahnewal.

    What traffic do the corridors actually carry?

    1. Containers dominate the west: Western corridor traffic mainly comprises ISO containers from JNPT and Mumbai Port in Maharashtra and from Pipavav, Mundra and Kandla ports in Gujarat. These move to Inland Container Depots (ICDs) in north India, mostly at Tughlakabad in Delhi, Dadri in Uttar Pradesh, Dhandari Kalan in Punjab and Khatuwas in Rajasthan.
    2. Bulk cargo is expected to follow: The western corridor is also expected to carry fertilisers, foodgrain, salt, coal, iron, steel and cement.
    3. Minerals dominate the east: The EDFC caters mostly to coal and mineral traffic originating in eastern India.

    What operational gain do the corridors deliver?

    1. Volume of movement: About 426 freight trains run daily across both corridors.
    2. Speed roughly doubles: The average speed of trains on the DFCs was over 50 kmph, double the average speed of freight trains on the non-DFC network.
    3. The recorded monthly figures: In April and May the average speed was 44.9 kmph and 44.7 kmph on the EDFC, and 53.6 kmph and 52.3 kmph on the WDFC.
    4. Three stated benefits: Separation from the passenger network gives the corridors reduced transit time, lower cost, and last-mile connectivity at certain locations.

    How were the corridors financed, and what comes next?

    1. A bilateral origin: The DFC project was first discussed at a Japan-India meeting in April 2005 and was included in the declaration of cooperation signed between the two sides. A feasibility study report followed in October 2007.
    2. Concessional debt carried most of the cost: Funding came through debt from the World Bank of Rs 14,900 crore and from the Japan International Cooperation Agency (JICA) of Rs 38,722 crore, with gross budgetary support meeting the remainder.
    3. A third corridor is planned: This year’s Budget announced a corridor connecting Dankuni in West Bengal to Surat in Gujarat, and its detailed project report is under preparation.

    Where does rail freight stand against its own target?

    1. The current modal share: Rail carries around 27 per cent of national freight traffic.
    2. The stated target: The National Rail Plan envisages raising that share to 45 per cent by 2030, which works out to 3,000 million tonnes.
    3. The present base: The Railways recorded its highest ever loading of 1,670 million tonnes in the 2025-26 financial year.

    Conclusion

    Completing the corridors changes what the network is capable of carrying; it does not by itself change what a shipper chooses. Rail wins cargo only where door-to-door cost and delivery reliability beat road, and both are decided at terminals, first-mile handling and pricing rather than on line-haul track. The gap between the current modal share and the National Rail Plan target is therefore a terminal and tariff problem now, not a track problem. The marker to watch is whether the next corridor is planned together with its feeder terminals rather than after them.

    Back2Basics: PM Gati Shakti National Master Plan

    1. What it is: A national master plan for multimodal connectivity, launched in October 2021, intended to end siloed infrastructure planning across ministries.
    2. How it works: It runs as a Geographic Information System based digital platform on which ministries and States map their projects on common layers, so alignments and utilities are visible to every planning agency at once.
    3. Who runs it: It is anchored in the Department for Promotion of Industry and Internal Trade under the Ministry of Commerce and Industry.
    4. What it is paired with: The National Logistics Policy, 2022 supplies the services and regulatory side of the same objective, which is lowering logistics cost as a share of output.

    Matching Previous Year Question

    “[2021, GS3, 15.0 marks] “Investment in infrastructure is essential for more rapid and inclusive economic growth.”Discuss in the light of India’s experience”

  • ‘Surprised by furore over GDP; methods, data already public’

    Why in the News

    The Ministry of Statistics and Programme Implementation (MoSPI) has defended the new Gross Domestic Product (GDP) series against charges of overestimation and of undisclosed methodology. Its stated position is that the downward revision of earlier years reflects better data rather than a systematic bias. The defence answers criticism that followed the release of first quarter 2026-27 GDP data, which put growth at 7.8 per cent, well above what most economists had anticipated. A former Finance Secretary argued that this print was possible only because the year-ago GDP data had been reduced, and that real growth was close to zero. The contest is over what a base revision is allowed to imply: whether lowering past output is better measurement or an admission that the old series had flattered growth.

    What is the new GDP series?

    1. A base revision of the national accounts: The series replaces the earlier 2011-12 based estimates, which had themselves replaced the 2004-05 series. It was released in February 2026.
    2. Built on a wider evidence base: The new series rests on a wider set of indicators and surveys than its predecessors, which is the ministry’s ground for calling it the best so far.
    3. Direct measurement of the informal sector: The old series estimated informal sector output through proxies. The new series uses direct, empirical annual surveys instead.

    Where did the dispute begin?

    1. An unexpected growth print: GDP data for the first quarter of 2026-27 showed growth of 7.8 per cent, and the ministry’s own reading is that this higher-than-expected number is what provoked the criticism.
    2. A challenge to the nominal numbers: A former Finance Secretary held that nominal GDP growth in April-June should have been 2.6 per cent and not 10.3 per cent, with real growth close to zero. Those figures were arrived at by comparing data from the old and the new GDP series.
    3. A data adequacy charge: A former Chief Economic Adviser held that the ministry lacks good and timely data on the informal economy.
    4. The timing is itself contested: The series has been in the public domain since February 2026, and the ministry’s position is that a controversy arriving six months later is surprising.

    What is the ministry’s defence?

    1. Estimation is not overestimation: The stated position is that calling the old numbers overestimates implies a systematic bias. GDP is an estimation made on the best data available at the time, and each successive series improves on the indicators the previous one used.
    2. Cross-series comparison is unwarranted: The ministry holds that any comparison between the old series and the new series is unwarranted, since the two rest on different indicator sets.
    3. The revision traces to one change: The primary reason for the downward revision in nominal GDP of previous years is the shift from proxy-based estimates for the informal sector to direct annual surveys.
    4. Survey figures, not proxies: Figures from the Annual Survey of Unincorporated Sector Enterprises (ASUSE, an annual enterprise survey covering informal, non-corporate businesses) and the Periodic Labour Force Survey (PLFS) are used even for quarterly GDP estimates.

    Which new data sources underpin the series?

    1. Sources that did not exist at the last revision: The Goods and Services Tax (GST) network, PLFS, ASUSE and the Public Financial Management System (PFMS) were unavailable when the earlier series was framed.
    2. Administrative digital data: Digital records such as e-Vahan, the national vehicle registration database, are now part of the input set.
    3. The gain is unlikely to repeat: The last ten years produced numerous new data sources, and the ministry’s assessment is that the next base revision, roughly five years away, will not see a comparable expansion.

    Has the methodology already been published?

    1. Three technical reports in February: Sub-committees of the Advisory Committee on National Accounts Statistics released reports on ‘Methodological Improvement for the Base Revision of GDP’, ‘Constant Price Estimates’, and ‘Incorporation of New Data Sources, Rates and Ratios’.
    2. Supporting series through the year: The new Index of Industrial Production (IIP) series was released in May, and output Producer Price Index (PPI) data starting 2022-23 was made public in June.
    3. The awaited document adds nothing new: The ministry’s position is that the ‘Sources and Methods’ document will only be a compilation of material already disclosed.

    Why is rapid growth said not to be felt on the ground?

    1. GDP is one indicator among several: Other factors, uncertainties and the global situation shape how an individual experiences the economy, so a single aggregate cannot settle the question.
    2. Aggregation hides dispersion: How a household sees prices differs from prices aggregated across the country and across regions, in the same way that felt inflation diverges from the measured rate.
    3. High-frequency indicators are offered as corroboration: Monthly consumption and production indicators for steel, cement, electricity and automobiles are cited as independent evidence of the pace of activity.

    Conclusion

    The argument is not really about arithmetic; it is about what a statistical revision is permitted to signal. A revision that lowers past output can be read as sharper measurement or as evidence that the earlier picture was inflated, and no amount of technical documentation adjudicates between those two readings. What would adjudicate is a published back-series placing old and new estimates on a consistent basis, so users can compare periods without splicing two incompatible sets themselves. Until that exists, every quarterly print will be argued twice, once on the number and once on the series it came from.

    Matching Previous Year Question

    “[2021, GS3, 10.0 marks] Explain the difference between computing methodology of India’s Gross Domestic Product(GDP) before the year 2015 and after the year 2015.”

  • DGFT opens an Application Programming Interface facility for the Certificate of Origin on the Trade Connect ePlatform

    Why in News

    The Directorate General of Foreign Trade (DGFT), the trade regulator under the Ministry of Commerce and Industry, introduced an Open Application Programming Interface (API) facility for the Certificate of Origin (CoO) on its Trade Connect ePlatform on 7 September 2026.

    What it does

    1. Open API for the Certificate of Origin: An Application Programming Interface (API) lets one software system request data from another automatically. The facility lets an exporter’s own software connect directly to the CoO portal. Certificate applications then flow through without manual entry on the government site.
    2. Certificate of Origin defined: A Certificate of Origin is a document that certifies the country in which goods were produced. It decides tariff treatment under trade agreements. A preferential CoO unlocks lower duty under a trade pact. A non preferential CoO only states origin without a duty concession.
    3. Trade Connect ePlatform: The Trade Connect ePlatform is a single window hub of trade information and services. It gives exporters tariff data, certification rules, buyer information and trade event listings. It integrates Indian Missions, Export Promotion Councils and Commodity Boards on one system.
    4. Target users: The facility is aimed at Micro, Small and Medium Enterprises (MSME) exporters. Automated filing cuts the compliance time for repeat exporters.

    Static Context

    1. Paperless issuance: The CoO platform runs as a single point of issuance and validation for both preferential and non preferential certificates. It replaced physical certificate counters with a secure electronic process.
    2. eCoO 2.0: DGFT earlier upgraded the system to eCoO 2.0, which added back to back certificate issuance for re exported goods.
    3. Governing setup: DGFT functions under the Ministry of Commerce and Industry. It administers the Foreign Trade Policy and issues the Importer Exporter Code.

    [2025] What are the challenges before the Indian economy when the world is moving away from free trade and multilateralism to protectionism and bilateralism? How can these challenges be met? (GS3, 10 marks)

  • C. Rangarajan flags fewer regional rural banks as ‘a step in the wrong direction’

    Why in the News

    A former Reserve Bank of India (RBI) Governor has criticised the consolidation of Regional Rural Banks (RRBs), calling it “a step in the wrong direction”. The consolidation has left one RRB in each State, and in one State the sponsoring commercial bank absorbed the RRB outright. The stated purpose of the exercise is operational viability and economies of scale. The objection is that scale removes the local and regional character that was the reason for creating these banks in the first place. A second claim runs alongside it: the alternative local lender, the small finance bank (a bank licensed to take deposits and lend, required to direct 75 per cent of its lending to priority sector borrowers and half its loan book to small-ticket loans), has not been allowed to expand.

    What are Regional Rural Banks?

    1. Origin: RRBs were set up under the Regional Rural Banks Act, 1976 to lend to small and marginal farmers, agricultural labourers, rural artisans and small entrepreneurs.
    2. Ownership: Each RRB is jointly held by the Centre, the sponsoring commercial bank and the State government, in a 50:35:15 shareholding.
    3. Design logic: Each bank was confined to a defined group of districts. That local presence was the design feature meant to push credit to borrowers a national bank would not reach.

    How far has the consolidation gone?

    1. Two decades of amalgamation: The Centre has consolidated RRBs since 2005 to improve operational viability and capture economies of scale, according to a written reply in the Lok Sabha in July 2025.
    2. The first phase: Between 2005 and 2010 the number of RRBs fell from 196 to 82, and later phases reduced it further.
    3. One State-One RRB: The latest phase cut the number from 43 to 28, with effect from 1 May 2025.
    4. Absorption by the sponsor: In one State the sponsoring bank absorbed the RRB into itself rather than merging it with another RRB.

    Why is the loss of local character the objection?

    1. Local character was the justification: RRBs were created on the premise that a bank rooted in a defined area would distribute credit more evenly than a national bank operating from outside it.
    2. Scale erases the distinguishing feature: A single State-level entity lends across an entire State. Its credit decisions move away from the cluster of districts the bank was built around.
    3. Merger into universal banks is the endpoint: Once the local and regional character is gone, these banks may eventually be merged into universal banks, which removes the category altogether.

    What has India’s institutional answer to credit gaps been?

    1. A sequence of institutional experiments: Credit delivery to vulnerable and weaker sections has been extended through bank nationalisation, priority sector credit, RRBs, Local Area Banks, self-help groups and small finance banks.
    2. The default response is a new institution: Each time a gap appeared, the response was to create a new institution rather than to repair the existing one.
    3. Structure alone does not deliver: Creating an institution is not by itself the answer, since the underlying problem continues after the institution exists.
    4. Execution decides the outcome: The record of small finance banks shows that the spirit in which management takes on the mandated task is what separates performance from form.

    Why are small finance banks not filling the gap?

    1. The number is too small: Only 11 small finance banks are in operation, which is not enough to meet unmet credit needs.
    2. Same conditions as universal banks: A small finance bank has to satisfy the same set of regulatory conditions as a universal bank, without the balance sheet that makes those conditions affordable.
    3. No incentive to enter: A promoter not driven by other considerations has little reason to set up such a bank on those terms.
    4. The regulator has been asked to act: The RBI has been urged to find ways to incentivise the setting up of more small finance banks.
    5. Graduation is not the objection: The ambition of a small finance bank to become a universal bank is not itself a problem, and these banks have performed well in the areas they were required to serve.

    Challenges to Regional Rural Banks

    1. Dependence on the sponsor bank: An RRB draws its technology, senior management and treasury operations from its sponsoring commercial bank, so its autonomy is nominal. Eg. Core banking platforms in most RRBs are maintained by the sponsor bank rather than by the RRB itself.
      The Fix: Move RRB technology and treasury functions to a shared national utility, so operational capacity does not depend on one sponsor’s willingness.
    2. Thin capital and repeated recapitalisation: Capital has to be infused by three shareholders in a fixed ratio, so one shareholder’s fiscal stress stalls the entire infusion. Eg. The Centre approved a recapitalisation package of ₹10,890 crore for RRBs in 2021, with its own share at ₹5,445 crore.
      The Fix: Permit an RRB that meets the capital adequacy floor to raise capital from the market instead of waiting for all three shareholders to agree.
    3. Concentration in crop lending: RRB loan books are weighted towards agriculture, so a single bad season hits borrower income and asset quality at the same time. Eg. Farm loan waivers announced by State governments leave RRBs holding written-off loans while awaiting State reimbursement.
      The Fix: Cap the share of any single sector in an RRB’s loan book and expand lending to rural non-farm enterprises.
    4. Deposits raised locally are not lent locally: RRBs collect rural deposits and park surpluses through the sponsor bank’s treasury rather than converting them into local advances. Eg. Uttar Pradesh and Bihar carry among the lowest credit-deposit ratios in the country despite dense rural branch networks.
      The Fix: Tie an RRB’s branch expansion approvals to its credit-deposit ratio in the districts it already operates in.

    Conclusion

    Consolidation has settled the question of viability and left the question of reach open. A bank that is no longer local cannot claim the mandate that justified creating it, and a State-level entity is not a substitute for a lender that knows its districts. The regulator now has to decide whether rural credit is delivered by fewer and larger institutions or by more and smaller ones. Nothing in the current licensing terms pushes a new entrant towards the second answer.

    Matching Previous Year Question

    “[2013] Which of the following grants/grant direct credit assistance to rural households? (1). Regional Rural Banks (2). National Bank for Agriculture and Rural Development (3). Land Development Banks Select the correct answer using the codes given below. (a) 1 and 2 only (b) 2 only (c) 1 and 3 only (d) 1, 2 and 3 ANSWER: (c)”

  • There are large inconsistencies between GDP and other economic indicators: says Garg

    Why in the News

    A former Finance Secretary has questioned the credibility of India’s latest Gross Domestic Product (GDP) estimates. The objection is not to the level of growth reported but to the absence of a transparent bridge between the old 2011-12 base series and the new 2022-23 base series. The new series has cut the size of the economy for 2024-25 by ₹12.70 lakh crore. The Ministry of Statistics and Programme Implementation (MoSPI) has explained the reduction as the result of a new methodology, wider coverage and improved data. Wider coverage normally raises the nominal size of an economy rather than reducing it. That is the inconsistency now in dispute.

    What is the 2022-23 base year GDP series?

    1. The base year: The base year is the reference year whose price structure is used to strip inflation out of nominal output. Real growth is measured against that fixed set of prices.
    2. What the revision changes: The new series moves the base from 2011-12 to 2022-23. It also changes the data sources and the indices used to estimate output.
    3. The back-series: A back-series recomputes earlier years on the new base. Without one, estimates on the old and new bases cannot be compared year on year.

    Why does the new series need a back-series?

    1. There is no bridge between the two series: No published concordance links the 2011-12 base estimates to the 2022-23 base estimates. A user cannot see which part of the change comes from the new base and which from the new data.
    2. A published timetable is the test of intent: MoSPI has been asked to release a back-series covering 2011-12 to 2021-22 and to fix a date for doing so. The absence of any such programme indicates the issue is not being treated as pressing.

    Why has a wider dataset produced a smaller economy?

    1. The size of the cut: GDP for 2024-25 was reduced by ₹12.70 lakh crore. The revision to the first quarter of 2025-26 is part of that same larger change.
    2. Coverage cuts the other way: Better coverage adds activity to the estimate and raises nominal GDP. A revision that widens coverage and lowers the level is unexplained by that argument.
    3. An earlier overstatement is one reading: The old system may have overstated output through errors such as double counting. On this reading the new series is a correction.
    4. A deliberate write-down is the other: Output may have been overstated to produce stronger growth numbers and then written down under cover of a new series. No evidence of deliberate manipulation was offered for this reading.
    5. The official account is contested: The Centre’s explanation for the reduction has been described as “officialese, obfuscatory” and as shedding no light on the change.

    What does the deflator gap indicate?

    1. The arithmetic does not close: Consumer inflation runs above 4 per cent and producer price inflation at about 9 per cent. The GDP deflator (the economy-wide price index used to convert nominal output into real output) implied by the latest estimates is about 2.5 per cent.
    2. The price data behind it is not public: The underlying price series used to build the deflator has not been disclosed. The real growth number cannot be checked without it.
    3. Double deflation was applied without the data to support it: Double deflation values a sector’s inputs and its outputs at separate price indices. Indian manufacturing data is not granular enough to sustain that treatment.
    4. Parallel running is the suggested safeguard: The older system should be run alongside the new one until the new methodology stabilises.

    Why is the statistical system’s independence part of this dispute?

    1. The divergence is not noise: Weakness in household incomes, employment, consumption and sentiment has persisted while the headline growth number has not weakened. That divergence cannot be dismissed as statistical noise, particularly where an outcome is politically sensitive.
    2. The data infrastructure needs rebuilding: India’s statistical infrastructure requires massive modernisation before its outputs can be defended on technical grounds alone.
    3. Freedom from political direction is the precondition: The system can produce reliable numbers only where there is no political interest in results running in a particular direction. Statisticians need greater freedom from political control for that to hold.

    What does the GDP number leave out?

    1. GDP is not a measure of welfare: Aggregate output says nothing about how the gains from that output are distributed.
    2. The income leg is missing: India does not adequately publish the income side of the national accounts. That side shows how value added is divided between labour, corporations and government.
    3. Growth alone will not lift per capita income: Per capita GDP remains low. The requirement is 9 to 10 per cent growth together with more effective redistribution and lower unproductive government expenditure.

    Challenges to India’s new GDP series

    1. No comparable time series exists: A rebased series without recomputed earlier years cannot support any statement about long-run growth. Eg. The 2015 shift to the 2011-12 base was followed by an official back-series only in 2018, and it revised the earlier decade’s growth rates downward.
      The Fix: Publish the 2011-12 to 2021-22 back-series alongside a documented concordance showing which data source replaced which.
    2. Single deflation distorts manufacturing value added: Indian national accounts have long applied one price index to both a sector’s output and its inputs. Eg. When input prices fall faster than output prices, single deflation records a rise in real value added that did not occur.
      The Fix: Publish the separate input and output price indices used for each manufacturing sub-sector, so the deflation method can be audited.
    3. The informal sector is estimated rather than measured: Output of unincorporated enterprises is extrapolated from formal-sector indicators. Eg. The MCA-21 corporate database used to estimate private corporate output was found to contain dormant and untraceable companies.
      The Fix: Anchor the informal sector estimate to the Annual Survey of Unincorporated Sector Enterprises rather than to a corporate filings database.
    4. Benchmark surveys are dated or withheld: Consumption and employment weights depend on large sample surveys that are not released on a fixed cycle. Eg. The 2017-18 Consumer Expenditure Survey was withheld from publication, leaving the consumption basket anchored to 2011-12 for over a decade.
      The Fix: Fix a statutory release calendar for benchmark surveys, with the release date set independently of the government of the day.

    Conclusion

    The dispute is about verifiability, not about the level of growth. A national accounts estimate that cannot be compared with its own past is not a series, and no methodological note substitutes for that comparison. The statistical system settles this by publishing the recomputed earlier years and the price data behind them, not by explaining itself. Until it does, each quarterly release will be argued over rather than used.

    Matching Previous Year Question

    “[2021, GS3, 10 marks] Explain the difference between computing methodology of India’s Gross Domestic Product(GDP) before the year 2015 and after the year 2015.”