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GS Paper: GS3-02.Inclusive growth and issues therein

  • From Bengal to Boston, politicians love a ‘revdi’

    Why in the News

    The US President has promised a dividend of $5,000 to every adult citizen of the United States if the Republican Party retains control of Congress at the November midterm elections, describing it as a return on the country’s economic strength. The promise imports into a rich economy an instrument Indian parties have used for two decades. In India, Direct Benefit Transfers (DBT), the routing of welfare money straight into a beneficiary’s bank account, were built on the Jan Dhan, Aadhaar and Mobile (JAM) trinity under the second United Progressive Alliance government, and every party now carries cash handouts in its manifesto. The Prime Minister warned against a “revdi culture” in July 2022, and his own party’s state units went on to make cash transfers central to their poll strategy. The contested point is whether an instrument with this universal electoral pull is welfare policy or a substitute for a state that has not delivered health, education and skilling.

    What is a Direct Benefit Transfer based cash transfer?

    1. Direct Benefit Transfer: Welfare money is credited directly to an identified beneficiary’s bank account instead of reaching them as a subsidised good or a service.
    2. The JAM rails: A Jan Dhan bank account, an Aadhaar number for identification and a mobile number for authentication together make the credit instantaneous and traceable.
    3. Unconditional transfer: The recipient has to satisfy an eligibility filter such as being an adult woman, and nothing more. No school attendance, health check or work requirement attaches to the payment.

    Why does a cash dividend appeal to voters in the world’s richest economy?

    1. Per capita income gap: US annual per capita income is $94,430, almost 34 times India’s $2,813, so a flat payment reads very differently at each end of that range.
    2. Bottom quintile: Mean household income of the poorest 20 per cent of Americans is $17,132 a year, per the 2024 American Community Survey of the US Census Bureau. A $5,000 payment is more than 100 days of that household’s annual income.
    3. Second quintile: The next 20 per cent has a household income of $48,852 a year, so the same payment is a little over a month’s income.
    4. Concentration at the top: Annual household income of the top 5 per cent is $5,25,113, more than 30 times the mean of the bottom 20 per cent. A flat transfer is therefore a large sum for the bottom of a rich country and a rounding error at its top.

    How large is the fiscal commitment behind these promises?

    1. Cost of the US dividend: About 245 million citizens are over 18, per US Census Bureau 2024 data, putting the cost of the promise at at least $1 trillion.
    2. Scale against India: That sum is close to a fourth of India’s entire GDP of $3.92 trillion in 2025 to 26.
    3. State transfers in India: The Sixteenth Finance Commission estimates large group unconditional cash transfers by states at Rs 1.96 lakh crore in 2025 to 26, roughly $20 billion, the bulk of it going to women in Maharashtra, Karnataka and West Bengal.
    4. Approval risk: The US dividend is a promise and not an appropriation. It requires the United States Congress to approve the spending.

    How did cash transfers become the common instrument of Indian electoral politics?

    1. Origin in delivery reform: DBT began as a leakage reduction measure under the second United Progressive Alliance government, built on the JAM trinity rather than on an electoral calculation.
    2. The electoral discovery: An advisor to that government framed the appeal in terms of funds reaching a voter’s account at the click of a mouse ahead of an election.
    3. Cross party adoption: Regional parties, the Congress and the Bharatiya Janata Party all now carry cash handouts to sections of their voter base in their manifestos.
    4. Reversal of a stated position: The Prime Minister’s July 2022 warning against the practice was followed by his own party’s state units adopting it, producing a competitive escalation between state units, regional parties and the Congress.

    What does the spread of cash transfers reveal about the state?

    1. A political economy fallout: Cash transfers expanded because the state failed on health, education and skilling, leaving parties to offer money in place of services.
    2. Substitute forms of security: The same failure produces minimum income through job guarantees, cash in the hands of women and allowances for the literate but jobless, each of them a payment standing in for a missing service.
    3. Universality of the instrument: A rich economy with 34 times India’s per capita income reaches for the same device, which shows the appeal is electoral rather than developmental.

    Challenges to unconditional cash transfers

    1. Recurring outlay against capital spending: A monthly transfer becomes a permanent charge on a state budget and competes with capital spending on hospitals, schools and water supply. Eg. Maharashtra’s Ladki Bahin scheme and Karnataka’s Gruha Lakshmi are annual recurring commitments rather than one time payments.
      The Fix: Report unconditional transfer outlay as a disclosed share of a state’s own revenue receipts in every annual budget document.
    2. Absence of human capital conditionality: An unconditional payment asks nothing of the household, so it does not move school attendance or immunisation. Eg. Mexico’s Progresa linked benefits to school attendance and health check ups, and Brazil’s Bolsa Familia used conditional transfers to lift 36 million people out of poverty.
      The Fix: Attach verifiable attendance and immunisation conditions where the delivery system can already confirm them.
    3. Exclusion through the identification layer: Eligibility rests on databases, and a household with unseeded or mismatched records drops out of the list without knowing why. Eg. Aadhaar seeding failures have removed ration card holders from beneficiary lists in Jharkhand.
      The Fix: Provide an offline grievance and reinstatement route at the block level with a fixed disposal deadline.
    4. Pressure off the public provider: Cash allows a household to buy the private service the state failed to supply, which removes the political pressure to repair the public one. Eg. Out of pocket spending on private hospitals remains a leading route into household impoverishment in India.
      The Fix: Publish a service availability audit of the relevant public facilities alongside each transfer scheme.

    Conclusion

    A cash transfer buys immediate relief and buys it visibly, which is why it has crossed from a lower middle income democracy to the richest one. It does not build a health centre, staff a school or train a worker, and the states expanding it fastest are the ones whose service delivery gaps created the demand for it. The tension is unresolved: the instrument is popular precisely because the public system it compensates for has not been fixed, and every rupee committed to the transfer makes fixing that system harder to finance.

    What is Inclusive Growth?

    1. About: Inclusive growth is economic growth distributed fairly across society that creates opportunity for all, as defined by the Organisation for Economic Co operation and Development (OECD).
    2. Rationale: It entered India’s stated policy goals with the Eleventh Five Year Plan (2007 to 2012), titled “Rapid and More Inclusive Growth”, and continued in the Twelfth Plan as “Faster, Sustainable, and More Inclusive Growth”.
    3. The OECD typology: Three dimensions govern it. Participation, meaning all groups can contribute to growth; benefit sharing, meaning all groups gain in proportion to their contribution; and equity, meaning historical disadvantage is actively redressed.
    4. How it is measured: The National Multidimensional Poverty Index across health, education and living standards, the Gini coefficient for consumption or income inequality, the Human Development Index, and the Periodic Labour Force Survey for participation and unemployment.

    Government Initiatives for Inclusive Growth

    1. Pradhan Mantri Garib Kalyan Anna Yojana: Free food grain to 81.35 crore beneficiaries, extended to 31 December 2028 at an outlay of about Rs 11.80 lakh crore.
    2. Viksit Bharat G RAM G Act, 2025: Replaces the Mahatma Gandhi National Rural Employment Guarantee Act with a 125 day wage guarantee plus skill and livelihood diversification components, effective 1 July 2026.
    3. Ayushman Bharat PM JAY: Health cover of Rs 5 lakh a year for 55 crore beneficiaries, now extended to all persons above 70 under Ayushman Vay Vandana.
    4. Pradhan Mantri Mudra Yojana and PM SVANidhi: Rs 27 lakh crore disbursed across 43 crore micro enterprise loans since 2015, and collateral free credit of Rs 10,000 to Rs 50,000 for street vendors.

    Matching Previous Year Question

    “[2024, GS3, 10 marks] Examine the pattern and trend of public expenditure on social services in the post-reforms period in India. To what extent this has been in consonance with achieving the objective of inclusive growth?”

  • Inclusive and trusted intelligent finance pitched at Global Fintech Festival 2026

    Why in News

    The Ministry of Communications set out India’s digital finance record at the Global Fintech Festival 2026 in Mumbai.

    Core facts

    1. Guiding frame: Finance must become inclusive before it becomes intelligent. Connectivity, compute and trust are named the new digital trinity.
    2. Internet access: It expanded from 25 crore users to 100 crore users over a decade.
    3. Broadband access: It grew from 6 crore to 103 crore, a 16 fold rise in ten years. About 6.5 lakh villages now join the digital economy.
    4. 5G rollout: The fifth generation (5G) network covers 99.9% of districts and 85% of the population within 26 months of its 2022 launch. It runs on over 5 lakh base stations with ₹4.5 lakh crore capital expenditure.
    5. Data price: Data costs about 10 cents per gigabyte. India is stated as the world’s most affordable data market.
    6. Unified Payments Interface (UPI): UPI is a real time retail payment system linking bank accounts for instant transfers. It processed 24,162 crore transactions worth ₹314 lakh crore in the 2025 to 2026 financial year. It forms 84% of domestic digital transactions and 49% of global real time payment volumes.
    7. UPI abroad: It is live in nine countries at no cost. Expansion to 20 more nations is planned.
    8. Financial inclusion base: 60 crore Pradhan Mantri Jan Dhan Yojana (PMJDY) accounts are open. 9 billion documents sit on DigiLocker, the government’s digital document wallet.
    9. Rural coverage: Under Digital Bharat Nidhi, 22,000 towers are being placed across 34,000 villages without telecom links.
    10. Fraud tools: Sanchar Saathi blocks suspicious connections and stolen devices. ASTR, an Artificial Intelligence (AI) tool, cut 88 lakh suspicious mobile connections. The Financial Fraud Risk Indicator blocks fraudulent transfers before withdrawal.
    11. Stated vision: A Trust Grid would integrate telecom, digital identity, UPI and financial systems. The 6G mission targets 10% of global patents.

    Static Context

    1. UPI is operated by the National Payments Corporation of India (NPCI). NPCI is an umbrella body for retail payments set up in 2008 under the guidance of the Reserve Bank of India (RBI) and the Indian Banks’ Association.
    2. Digital Bharat Nidhi is the successor to the Universal Service Obligation Fund (USOF). It was renamed under the Telecommunications Act, 2023. It funds telecom access in commercially unviable rural and remote areas.
    3. PMJDY launched in 2014 as the national financial inclusion mission. It provides basic savings accounts, RuPay cards and overdraft access.
    4. DigiLocker operates under the Ministry of Electronics and Information Technology. It issues and stores verified documents linked to Aadhaar.

    Prelims angle

    UPI versus Central Bank Digital Currency (Digital Rupee) distinctions; the operator of UPI is NPCI, not RBI; Digital Bharat Nidhi sits under the Telecommunications Act, 2023 and replaces the USOF; PMJDY launch year 2014; Sanchar Saathi as the fraud reporting platform.

    Mains angle

    GS Paper 3, Indian economy and inclusive growth. The digital public infrastructure stack can frame a question on how far technology driven financial inclusion closes welfare and credit gaps.

    Matching Previous Year Question

    “[2026] Which one of the following statements about Unified Payments Interface (UPI) and Central Bank Digital Currency (Digital Rupee) is NOT correct?
    (a) UPI is a real-time payment system but Digital Rupee is akin to sovereign paper currency
    (b) In case of UPI, settlement for end users happens instantly; in case of Digital Rupee, wallet balance gets transferred to another wallet (no traditional settlement)
    (c) UPI transactions are recorded by banks and reflected in bank statements; in case of Digital Rupee, no data is captured in bank statements
    (d) In both the cases (UPI and Digital Rupee), the liability lies with the users and their respective banks
    Answer: (d)”

    “[2023, GS3, 10 marks] What is the status of digitalization in the Indian economy? Examine the problems faced in this regard and suggest improvements.”

  • 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”

  • Next employment challenge is better jobs

    Next employment challenge is better jobs

    Why in the News

    India’s employment has grown from 47.15 crore in 2014-15 to 64.33 crore in 2023-24, according to RBI’s KLEMS database, shifting the debate from job quantity to job quality and employability.

    Core issue: Aggregate employment data does not reveal formalisation, real wages, social security, or career stability. NITI Aayog’s skilling blueprint therefore emphasises industry-linked, demand-driven and outcome-oriented skilling for future employment.

    What has the employment base actually delivered?

    1. The foundations were widened through five channels: Infrastructure development, formalisation, financial inclusion, skilling and encouragement to entrepreneurship together expanded the base of paid work.
    2. The addition is 17.18 crore workers over nine years: The provisional KLEMS series records that increase through 2023-24, averaging about 1.9 crore workers a year.
    3. The 2 crore aspiration needs a definition: It cannot mean 2 crore salaried government posts created every year.
    4. An aggregate count cannot settle the debate: A number of workers added says nothing about whether the work is formal, better paid or capable of progression.

    Why do the labour data series not answer the same question?

    1. The monthly bulletin measures a seven day window: The Periodic Labour Force Survey (PLFS), the official household survey of employment, publishes a monthly bulletin whose Current Weekly Status classifies activity over the preceding seven days.
    2. The annual survey measures the year: Usual status captures the durable yearly pattern of a person’s activity.
    3. The two series answer different questions: Monthly and weekly status figures track short term movement, and annual usual status figures assess structural progress.
    4. Mixing them distorts the reading: The two are not interchangeable, so a monthly movement cannot stand as evidence of structural gain.
    5. A national employment dashboard is the proposed instrument: It would report formalisation, real wage growth, social security, hours worked, sectoral productivity and movement from low income work into stable careers.

    What does the 9 crore figure actually describe?

    1. 9 crore young Indians sit outside all three activities: They were neither in education, employment nor training, excluding those actively seeking jobs.
    2. Most of that group is in domestic duties: About 88 per cent were engaged in unpaid household work.
    3. The group is not the same as the unemployed: Describing all 9 crore as unemployed is inaccurate, since a person in domestic duties is not seeking paid work.
    4. Five constraints keep young women out of paid work: Unpaid care, safety, mobility, social norms and limited local opportunities restrict the choices available to them.

    Is educated unemployment the same as graduate unemployment?

    1. Educated unemployment among first time entrants is real: Graduates leaving education face a genuine gap between qualification and placement.
    2. The two claims are not equivalent: Graduates forming a large share of unemployed youth does not mean most graduates are unemployed.
    3. Training volume is already large: More than 1.64 crore candidates have been trained or oriented under the Pradhan Mantri Kaushal Vikas Yojana.
    4. Apprenticeship has scaled since 2016: Over 56.08 lakh apprentices have been engaged in that period.

    What does the start-up record show about job creation beyond the state?

    1. Start-ups report more than 23 lakh direct jobs: Recognised start-ups had reported that figure by April 2026.
    2. The unicorn count moved from four to over 120: India had four firms valued above one billion dollars in 2014 and now has over 120, with a combined valuation exceeding 350 billion dollars.
    3. Half the ventures come from outside the metros: Around half of recognised start-ups emerge from Tier II and Tier III cities.
    4. Nearly half carry a woman in a leadership role: Over 45 per cent of recognised start-ups had at least one woman director or partner by December 2025.

    Where does public employment fit in the next decade?

    1. Public hiring must be transparent and timely: Sanctioned vacancies should be filled through transparent processes, with examination integrity and timely results treated as non-negotiable.
    2. The state cannot be the sole employer: A country adding millions of workers each year cannot place them all in government posts.
    3. Enterprise scale-up is the next step: Helping viable micro-enterprises grow, formalise and hire is the route to the volume public hiring cannot supply.

    Why are women the decisive measure of the next transformation?

    1. Participation rose by 18 percentage points in six years: Female labour force participation in usual status rose from 23.3 per cent in 2017-18 to 41.7 per cent in 2023-24.
    2. Women already hold the financial access base: Women hold 56 per cent of Pradhan Mantri Jan Dhan Yojana accounts and receive about two-thirds of Micro Units Development and Refinance Agency (MUDRA) loans.
    3. Self-help group membership crosses 10 crore: More than 10 crore women are members of self-help groups.
    4. Basic services cut unpaid work time: Tap water, clean cooking fuel and sanitation reduce drudgery, and housing ownership strengthens household assets.
    5. The next set of supports is different in kind: Affordable childcare, safe transport, working women’s hostels, flexible formal work, digital access and quality jobs closer to home are what convert participation into stable employment.

    Challenges to raising job quality in India

    1. Informality caps wage and social security gains: Over 90 per cent of India’s workforce is informal, so an added job does not automatically carry provident fund cover, a written contract or paid leave. Eg. Food delivery and ride hailing platform workers are engaged as partners rather than employees, which keeps them outside provident fund and gratuity cover.
      The Fix: Make registration of workers on the e-Shram database a condition of enterprise credit and subsidy eligibility, so formal status follows the finance.
    2. Services led growth absorbs few workers: Services drive output growth but employ under 30 per cent of the workforce, so the fastest growing sector is the weakest job creator. Eg. India’s information technology and business services exports are among the largest in the world, and the sector employs a small fraction of the non-farm workforce.
      The Fix: Tie manufacturing incentives to verified employment created rather than to output or investment alone.
    3. Skill supply is not matched to demand: About half of Indian graduates are assessed as employable, so training volume does not convert into placement. Eg. The India Skills Report has repeatedly placed graduate employability near the 50 per cent mark.
      The Fix: Make industry co-certification and verified placement outcomes the release condition for skilling programme funds.
    4. Weak manufacturing limits absorption of semi-skilled labour: Manufacturing contributes about 16 to 18 per cent of India’s Gross Domestic Product (GDP) against roughly 26 per cent in China. Eg. Textiles, leather and food processing remain fragmented across units too small to enter export supply chains.
      The Fix: Direct production incentives towards labour intensive sectors rather than towards capital intensive electronics assembly alone.
    5. Rural distress is measured too late to act on: High frequency labour surveys have historically been confined to urban areas, so rural conditions are captured only once a year. Eg. The quarterly PLFS bulletin covered urban areas alone for years after its launch.
      The Fix: Extend quarterly survey coverage to rural areas and integrate provident fund and National Career Service records into a single release.

    Conclusion

    The employment question India argues about is no longer the employment question it measures. Scale has been settled by the last decade. Quality has not, and no official series reports it as one trackable outcome. The unresolved tension is that a government judged on a headline count has little incentive to build the measure that would show whether the count is worth having.

    Unemployment in India

    1. Definition: The International Labour Organization (ILO) treats a person as unemployed when they are of working age, meaning 15 years and above, without work, currently available for work and actively seeking it in a reference period.
    2. Nodal measurement body: The National Sample Survey Office under the Ministry of Statistics and Programme Implementation is the principal body estimating unemployment in India.
    3. Recognised types: Frictional, structural, cyclical, seasonal and disguised unemployment are the standard categories, with disguised unemployment concentrated in agriculture where marginal productivity is near zero.
    4. Administrative sources supplement surveys: Employees’ Provident Fund Organisation, Employees’ State Insurance Corporation and National Pension System payrolls are used to estimate formal job creation.

    Government Initiatives for Employment Generation

    1. Mahatma Gandhi National Rural Employment Guarantee Act, 2005: Guarantees 100 days of wage employment in a financial year to a rural household whose adult members volunteer for unskilled manual work.
    2. e-Shram portal: A national database that issues unorganised workers a Universal Account Number and gives them single point access to welfare schemes.
    3. PM SVANidhi: Provides collateral free working capital loans to street vendors to restart and expand their businesses.
    4. PM Vishwakarma: Offers collateral free credit, skilling and toolkits across 18 traditional artisan and craft trades.
    5. Pradhan Mantri Viksit Bharat Rozgar Yojana: An employment linked incentive approved in July 2025 with a Rs 99,446 crore outlay, targeting 3.5 crore jobs over two years.
    6. PM Internship Scheme: Launched in 2024 to place 1 crore young people in internships with large companies over five years.
    7. National Career Service portal: Matches job seekers with employers, adding 17.23 lakh employers and 1.38 crore new job seekers in 2024.

    [2023, GS3, 15 marks] Most of the unemployment in India is structural in nature. Examine the methodology adopted to compute unemployment in the country and suggest improvements.

  • NITI Aayog: Degrees like BA, B.Sc, B.Com have ‘weak job linkages’, need reforms

    NITI Aayog: Degrees like BA, B.Sc, B.Com have ‘weak job linkages’, need reforms

    Why in the News

    NITI Aayog has flagged that unemployment among graduates remains far higher than the national average, and that over-reliance on generic degrees such as BA, B.Sc and B.Com is contributing to the problem. The finding comes amid a renewed push to redesign India’s skilling architecture toward specialised, job-linked programmes.

    What does NITI Aayog’s assessment find?

    1. Most graduates work outside their field of study: Over 90% of India’s graduates are employed in roles not aligned with their qualifications.
    2. The disconnect is curriculum level: NITI Aayog states that curriculum in most institutions remains outdated and misaligned with evolving industry needs, producing degrees and diplomas with weak job linkages.
    3. The proposed direction is sector specific: The think tank makes the case for moving toward specialised, job-linked programmes in high-growth sectors such as green industries and electric vehicles, with greater emphasis on apprenticeships.

    Conclusion

    NITI Aayog’s assessment reframes graduate unemployment as a curriculum design problem rather than only a labour demand problem, and its recommendation is a shift from generic degrees toward sector-specific, apprenticeship-linked training in high-growth industries.

    “[2015, GS3, 12 marks] The nature of economic growth in India in recent times is often described as a jobless growth. Do you agree with this view? Give arguments in favour of your answer.”

  • [15th August 2026] The Hindu OpED: [Financial femocracy, the Jan Dhan transformation]

    PYQ Relevance
    [UPSC 2016]     Pradhan Mantri Jan-Dhan Yojana (PMJDY) is necessary for bringing unbanked to the institutional finance fold. Do you agree with this for financial inclusion of the poorer section of the Indian society? Give arguments to justify your option.
    Linkage: The PYQ tests whether PMJDY has translated bank-account access into substantive financial inclusion for the poor. The article extends the PYQ by examining the shift from account ownership to actual usage of savings, credit and insurance.

    Mentor’s Comment

    The Pradhan Mantri Jan Dhan Yojana (PMJDY) completed twelve years on Independence Day 2026, having crossed 58 crore accounts with deposits of about ₹3 lakh crore. The milestone exposes the distance between owning a bank account and actually using savings, credit and insurance through it.

    What is the Pradhan Mantri Jan Dhan Yojana (PMJDY)?

    1. About: National financial inclusion mission announced from the ramparts of the Red Fort on 15 August 2014 and formally launched at Vigyan Bhawan on 28 August 2014.
    2. Core entitlement: Every household in India was to have a bank account, a RuPay debit card and insurance cover.
    3. Zero balance design: The account can be opened and held without any minimum balance requirement.
    4. Credit attachment: An overdraft facility of up to ₹10,000 is attached to the account so that it functions as more than a deposit box.
    5. Administering authority: The Department of Financial Services, Ministry of Finance, runs the scheme through public and private sector banks.

    What is Antyodaya?

    1. Definition: The principle that the most deprived person is the most deserving claimant on the fruits of development.
    2. Origin: The concept was propounded by both Mahatma Gandhi and Deendayal Upadhyaya.

    What is the JAM trinity?

    1. Definition: The linking of Jan Dhan bank accounts, Aadhaar digital identity and Mobile connectivity into one delivery rail.
    2. Function: It allows a government payment to reach a verified individual account without passing through any intermediate handling point.

    What is Direct Benefit Transfer (DBT)?

    1. Definition: The transfer of a subsidy or entitlement directly into the beneficiary’s bank account instead of through a physical distribution chain.
    2. Purpose: It removes the intermediate custody points at which cash and commodity leakage historically occurred.

    What is Digital Public Infrastructure (DPI)?

    1. Definition: Publicly governed digital rails for identity, payments and data sharing on which both government and private services are built.
    2. The Indian stack: Aadhaar supplies identity, the Unified Payments Interface (UPI) supplies payments, and Jan Dhan accounts supply the account layer.

    Why did political independence not deliver financial access to millions of Indians?

    1. A distant formal system: Decades after 1947, a bank account, formal credit, insurance and a reliable channel to receive government support could not be taken for granted.
    2. Leakage in delivery: A former Prime Minister acknowledged that when a rupee was sent from Delhi, only 15 paise reached the intended recipient.
    3. No delivery address: Without an account, a citizen had no address to which government money could be sent directly.
    4. Exclusion by balance: Minimum balance requirements made the formal banking system unusable for people whose incomes were small and irregular.
    5. Incomplete freedom: Political freedom remains incomplete where a citizen cannot save securely, receive money directly or reach the institutions through which economic opportunity flows.

    Why is access to formal finance treated as a responsibility of the state?

    1. The Chanakya formulation: The launch invoked Sukhasya moolam dharmah, Dharmasya moolam artha, Arthasya moolam rajyam, that the root of happiness is dharma, the root of dharma is artha, and the root of artha is the state.
    2. The claim it carries: Economic means are fundamental to human well being, so creating access to those means is a state obligation and not a discretionary favour.
    3. The Antyodaya test: The architecture was built on the rule that the last person in the queue should not remain outside the system.
    4. Entry point, not benefit: The account was designed as an entry point into the formal economy, not as one more transfer to be received.
    5. A second independence: Sixty seven years after 1947, financial and digital literacy was placed at the centre of the Independence Day address as unfinished national business.

    How was the Jan Dhan account designed so that the poorest could keep it?

    1. No entry cost: The zero balance account meant that having little money was no longer a reason to stay outside the banking system.
    2. A usable instrument: The RuPay debit card converted the account from a passbook into a transacting instrument.
    3. Small credit line: The overdraft facility gave the holder a formal alternative to the moneylender for a consumption shortfall.
    4. Embedded insurance: A ₹2 lakh accident insurance cover was attached to the RuPay card without a separate premium payment.
    5. Household unit: Coverage was defined at the household level, so the target was universality rather than a beneficiary list.

    What do twelve years of numbers show about the scale of the first step?

    1. Account base: The scheme had crossed 58 crore accounts by July 2026.
    2. Deposits held: Balances in these accounts run into about ₹3 lakh crore.
    3. Women’s share: More than half of all Jan Dhan accounts are held by women.
    4. Geographic spread: Roughly three fourths of the accounts are in rural and semi urban areas.
    5. Average balance: The two figures together imply an average balance of about ₹5,200 per account.

    How did a bank account become the first layer of a national digital infrastructure?

    1. First layer of JAM: Jan Dhan supplied the account layer on which Aadhaar identity and mobile connectivity were stacked.
    2. A direct channel: Once accounts were linked to identity and mobile, the government gained a direct route through which benefits could reach a named individual.
    3. Transformed transfers: This changed what Direct Benefit Transfer could actually do, from a pilot idea to the default mode of payment.
    4. Continuity with UPI: The same infrastructure carried the Unified Payments Interface into everyday retail payments.
    5. Cross border reach: A merchant accepting a UPI payment in France in 2026 and a first time account holder of 2014 sit on the same financial infrastructure.

    Does opening accounts amount to financial inclusion?

    1. The ownership side: With 58 crore accounts and near universal household coverage, the question of formal access has been settled.
    2. The usage side: Financial inclusion means participation in savings, payments, credit, insurance and economic opportunity, which an account count does not measure.
    3. What the balances say: An average balance of about ₹5,200 indicates that the account works mainly as a receiving channel rather than as a savings instrument.
    4. The credit gap: The overdraft remains the least used component of the design, so formal credit has not displaced the informal lender for most holders.
    5. Dormancy: Close to a fifth of Jan Dhan accounts have been reported inoperative, which means the rail exists but is not always carrying traffic.

    Why does a bank account function as a marker of identity?

    1. Recognition with respect: The account gave people from marginalised sections a formal record of existence that the system had rarely offered them.
    2. Visibility: It made those on the periphery visible and counted within the financial system.
    3. The scheme’s own framing: The tagline Mera khaata, bhagya vidhata, my account the destiny maker, states the claim that the account itself changes standing.
    4. Forward link: Financial inclusion is now positioned as an input into the Viksit Bharat 2047 goal.

    What are the challenges to the Pradhan Mantri Jan Dhan Yojana?

    1. Inoperative accounts: A large share of accounts records no customer induced transaction for long periods, e.g. the Finance Ministry ran a nationwide fresh KYC drive in 2024 covering roughly 11 crore inoperative Jan Dhan accounts.
    2. Overdraft under use: Banks sanction the overdraft to a small fraction of eligible holders because these borrowers carry no credit score, e.g. lenders treat a zero balance account with irregular inflows as an unscorable credit risk.
    3. Last mile agent viability: Business correspondents earn thin commissions on low value transactions, e.g. Bank Mitras in remote blocks handle deposits too small to cover travel and cash carrying costs.
    4. Duplicate accounts: The 2014 enrolment drive produced multiple accounts per household, e.g. families opened a second account to capture the accident cover, inflating the headline count.
    5. Unclaimed insurance: The accident cover lapses through ignorance of its conditions, e.g. holders do not know the RuPay card must have been used within a qualifying period before the accident for the claim to stand.
    6. Misuse of dormant accounts: Idle zero balance accounts are rented out as conduits for fraud proceeds, e.g. mule account networks flagged by the Indian Cyber Crime Coordination Centre have used dormant no frills accounts.

    Conclusion

    Twelve years of Jan Dhan have settled the question of access and left the question of use open. The visible achievement is 58 crore accounts; the durable one is the rail that now carries Direct Benefit Transfer and UPI. The unfinished work is converting a receiving account into a working relationship with savings, credit and insurance.

    Back2Basics:

    What is Financial Inclusion?

    1. About: Financial inclusion is the delivery of banking, payment, credit, insurance and pension services to every section of society at an affordable cost.
    2. Rationale: Exclusion from formal finance forces households into informal credit at punitive rates and denies the state a clean channel to transfer entitlements.
    3. Access: The first dimension is the availability of a formal account and a service point within reach of the household.
    4. Usage: The second dimension is the actual frequency and depth of transactions, savings and borrowing through that account.
    5. Quality: The third dimension covers consumer protection, grievance redress and financial literacy, and it is the dimension the Reserve Bank of India Financial Inclusion Index weights lowest.

    Laws and Rules Governing Financial Inclusion in India

    1. Reserve Bank of India Act, 1934: Establishes the central bank and its power to direct banking policy, including branch authorisation and priority sector norms.
    2. Banking Regulation Act, 1949: Governs the licensing and conduct of banks, and is the basis for the Basic Savings Bank Deposit Account norms that permit zero balance accounts.
    3. Aadhaar Act, 2016: Section 7 permits the use of Aadhaar authentication as a condition for receiving a subsidy or benefit funded from the Consolidated Fund of India.
    4. Payment and Settlement Systems Act, 2007: Gives the Reserve Bank authority to regulate payment systems, and is the legal basis for the National Payments Corporation of India operating UPI, RuPay and the Aadhaar Enabled Payment System.
    5. Prevention of Money Laundering Act, 2002 and Rules: Prescribe the customer identification and record keeping obligations that govern account opening and periodic verification.

    Pradhan Mantri Jan Dhan Yojana

    1. Ministry or Department: Ministry of Finance, Department of Financial Services.
    2. Launch year: 2014, announced on 15 August and launched on 28 August.
    3. Aims and objectives: Financial inclusion through zero balance accounts, insurance, overdraft and micro pension, forming the first leg of the JAM trinity.
    4. Targeted beneficiaries: Unbanked adults, with a household level coverage target.
    5. Key features: Basic Savings Bank Deposit accounts, an overdraft of up to ₹10,000, an accident cover of ₹2 lakh, and RuPay and Aadhaar Enabled Payment System interoperability.
    6. Record: The scheme holds a Guinness World Record for the most bank accounts opened in a single week during its 2014 rollout.

    Government Initiatives for Financial Inclusion

    1. Pradhan Mantri Jeevan Jyoti Bima Yojana: Renewable one year life cover for account holders aged 18 to 50 at a low annual premium.
    2. Pradhan Mantri Suraksha Bima Yojana: Accident death and disability cover for account holders aged 18 to 70 at a nominal annual premium.
    3. Atal Pension Yojana: Guaranteed minimum pension for unorganised sector workers, delivered through the same bank accounts.
    4. Pradhan Mantri Mudra Yojana: Collateral free institutional credit to micro enterprises under the Shishu, Kishore and Tarun categories.
    5. Stand Up India: Bank loans for greenfield enterprises promoted by Scheduled Caste, Scheduled Tribe and women entrepreneurs.
    6. PM SVANidhi: Working capital loans to street vendors, extending formal credit to a category with no collateral.

    Key Facts about Financial Inclusion in India

    1. JAM as a term: The JAM trinity entered official vocabulary through the Economic Survey that followed the launch of Jan Dhan.
    2. Financial Inclusion Index: The Reserve Bank publishes an annual composite index built on Access, Usage and Quality, with Usage carrying the largest weight.
    3. Priority Sector Lending: Scheduled commercial banks must direct 40 per cent of adjusted net bank credit to priority sectors, including weaker sections.
    4. Payments banks: A separate bank category was licensed to accept small deposits and offer payments without lending, expanding the service point network.
    5. Aadhaar Enabled Payment System: It allows cash withdrawal at a business correspondent point using fingerprint authentication alone, without a card or a branch.

    Challenges in Financial Inclusion in India

    1. Thin rural service points: Banking outlets remain concentrated in towns, e.g. aspirational districts in central India depend on a single business correspondent covering several villages.
    2. Low insurance penetration: Micro insurance uptake stays low despite nominal premiums, e.g. renewal rates for the low cost life and accident schemes fall sharply after the first auto debit year.
    3. Weak grievance redress: New account holders rarely reach an effective complaint channel, e.g. unauthorised debit complaints from rural holders often stop at the branch level and never reach the Banking Ombudsman.
    4. Connectivity failures: Authentication depends on network availability, e.g. Aadhaar Enabled Payment System withdrawals fail in hilly and forest blocks where mobile data is intermittent.
    5. Financial literacy gap: Holders do not understand interest, penalty and claim conditions, e.g. overdraft users treat the limit as a grant rather than as a loan carrying interest.
    6. Gendered control of accounts: Women hold accounts that male household members operate, e.g. transfers under women centred schemes are frequently withdrawn by another family member at the agent point.

    Way Forward

    1. Shift the metric: Measure the scheme on transaction frequency, credit uptake and insurance claims settled rather than on accounts opened.
    2. Build alternative credit scoring: Use account transaction history and Account Aggregator consented data to underwrite the overdraft for holders with no formal credit record.
    3. Fix agent economics: Revise business correspondent commissions to reflect distance and transaction cost so that remote service points remain viable.
    4. Run a dormancy clearance cycle: Institutionalise periodic verification and reactivation drives instead of one off campaigns.
    5. Embed literacy in delivery: Attach a short standardised explanation of overdraft interest and insurance claim conditions to every account and card issued.
    6. Harden the rail against misuse: Apply transaction pattern monitoring to dormant zero balance accounts to detect mule account recruitment early.

  • NITI Aayog wants manufacturing to move beyond assembly

    Why in the News?

    A NITI Aayog report titled Key Sectors to Position India as a Global Manufacturing Hub calls for deeper localisation and value addition across four sectors. It argues that India’s manufacturing remains stuck at assembly, with high import dependence for inputs.

    What does the report cover?

    1. Four focus sectors: Chemicals, telecom and networking equipment, textiles, and solar photovoltaic (PV).
    2. Central diagnosis: India assembles finished goods but imports the high-value inputs, capping domestic value addition.

    What are the sector-specific findings?

    1. Chemicals: The industry stood at $200-220 billion in FY25, roughly 3% to 3.5% of the global market, growing 6% to 8%.
    2. Textiles: About 80% of textile and apparel producers are MSMEs, limiting scale and technology adoption.
    3. Import reliance: Around 35% of mono-ethylene glycol, a key textile input, is imported.
    4. Solar PV: Domestic capacity depends on imported cells and wafers.

    Why does deeper localisation matter?

    1. Value capture: Assembly adds little domestic value, so moving up the chain raises incomes and jobs.
    2. Strategic resilience: Import dependence for inputs exposes India to supply shocks and price volatility.
    3. Trade balance: Substituting imported inputs narrows the manufacturing trade deficit.

    What are the challenges to a manufacturing hub strategy

    1. Scale deficit: An MSME-heavy base struggles to achieve globally competitive scale.
    2. Technology gap: Weak research and development limits movement into complex components.
    3. Logistics cost: High freight and power costs erode cost competitiveness.
    4. Skilling shortfall: A shortage of trained industrial labour slows productivity gains.
    5. Input ecosystem: Absence of a domestic supplier base for critical inputs keeps assembly dependent on imports.

    Conclusion

    The report reframes the manufacturing goal from output volume to domestic value addition. Its recommendations depend on building an input-supplier ecosystem, which the Production Linked Incentive (PLI) scheme alone has not delivered.

    Back2Basics

    Government Initiatives for manufacturing

    1. Make in India: Umbrella programme to raise manufacturing’s share of GDP.
    2. Production Linked Incentive (PLI) scheme: Output-linked incentives across 14 sectors.
    3. National Manufacturing Mission: Announced to coordinate sectoral manufacturing push.
    4. MUDRA & Credit Guarantee Scheme: Improve access to institutional credit for MSMEs, supporting investment, expansion and employment generation.
    5. Semicon India Programme: Supports semiconductor fabrication, packaging and related ecosystems to build strategic manufacturing capabilities and reduce import dependence.

    Key Concepts

    Assembly vs. Value Addition

    1. Assembly-led model: Importing components and assembling finished products in India.
    2. Value-added manufacturing: Domestic production of components, intermediate goods, technology and final products.
    3. Key concern: High domestic output does not necessarily mean high domestic value capture.

    China+1 Strategy

    1. Global firms are diversifying supply chains beyond China.
    2. India can leverage this opportunity, but competitive costs, reliable infrastructure and deeper localisation are essential.

    PYQ Relevance

    [UPSC 2025] Discuss the rationale of the Production Linked Incentive (PLI) scheme. What are its achievements? In what way can the functioning and outcomes of the scheme be improved?

    Linkage: The 2025 PYQ examines the role and effectiveness of the PLI scheme in strengthening India’s manufacturing sector. The report highlights the need to move beyond assembly towards deeper localisation, domestic value addition and stronger supplier ecosystems.

  • Rural skilling programme trainees not getting jobs, says panel

    Why in News

    A Parliamentary Standing Committee flagged a major gap between training and employment under the Deen Dayal Upadhyaya Grameen Kaushalya Yojana (DDU-GKY), highlighting low wages, poor retention and distress migration.

    What is DDU-GKY?

    • Ministry: Ministry of Rural Development.
    • Launched: 2014.
    • Target: Poor rural youth aged 15–35 years.
    • Nature: Placement-linked skill development scheme.
    • Training providers are assessed on training, placement and post-placement retention.
    • Implemented through Project Implementing Agencies (PIAs).

    Key Findings of the Committee

    • 18.38 lakh youth trained and 11.94 lakh placed as of March 2026.
    • Low wages and relocation costs lead to early job exits.
    • 9.65 lakh women trained and 6.03 lakh placed.
    • PIAs focus more on initial placement than sustained employment.

    Major Challenges

    • Skill-training does not match labour market demand.
    • Poor training quality and infrastructure.
    • Low wages reduce job retention.
    • Migration creates financial and social pressures.
    • Weak post-placement tracking.

    Committee Recommendations

    • Near 100% placement tracking.
    • Mandatory industry linkages and local placement drives.
    • District-level placement cells.
    • Migration assistance, mentorship and retention support.
    • Assess PIAs on sustained employment, not just initial placement.
    • Set and monitor minimum wage employment targets.

    Skill Development Initiatives

    • Pradhan Mantri Kaushal Vikas Yojana (PMKVY)
    • DAY-NRLM
    • Rural Self Employment Training Institutes (RSETIs)
    • Startup Village Entrepreneurship Programme (SVEP)
    • Skill India Digital

    [2023, GS2, 15 marks] Skill development programs have succeed in increasing human resources supply to various sectors. In the context of the statement analyze the linkages between education, skill and employment.”

    [2018] With reference to Pradhan Mantri Kaushal Vikas Yojana, consider the following statements:

    1. It is the flagship scheme of the Ministry of Labour and Employment.
    2. It, among other things will also impart training in soft skills, entrepreneurship, financial and digital literacy.
    3. It aims to align the competencies of the unregulated workforce of the country to the National Skill Qualification Framework.

    Which of the statements given above is/are correct?

    [a] 1, 2, and 3

    [b] 1 and 3 only

    [c] 2 only

    [d] 2 and 3 only

  • PM SVANidhi Street Food Hub Initiative

    Why in News?

    Lakhanpur (Kathua, Jammu & Kashmir) has been selected among the first towns approved under the PM SVANidhi Street Food Hub Initiative.

    Key Highlights

    • Lakhanpur, the gateway to Jammu & Kashmir, will develop a Street Food Hub across two clusters covering 1,754.25 sq. m.
    • Will promote Dogra cuisine and improve facilities for pilgrims, tourists, and local vendors.
    • The project aims to transform Lakhanpur into a culinary tourism destination.

    About the Initiative

    • Implemented by the Ministry of Housing & Urban Affairs (MoHUA) under PM SVANidhi.
    • Plans to establish up to 50 Street Food Hubs across India.
    • Focuses on organized, hygienic food streets, tourism promotion, and sustainable livelihoods.
    • Preference to towns with:
      • Tourism and heritage significance.
      • Unique local cuisine.
      • Convergence with Swadesh Darshan, PRASHAD, UNESCO World Heritage Sites, and UNESCO Creative Cities.

    Financial Support

    • ₹4 crore per project: 30% first instalment, 50% second instalment, and 20% after completion
    • Additional ₹25 lakh incentive for cities with a notified Street Vending Plan.

    PM SVANidhi

    • Launched: 2020, Ministry: MoHUA
    • Objective: Provide collateral-free working capital loans to street vendors and promote financial inclusion through interest subsidy and digital payments.

    Significance

    • Enhances livelihoods of street vendors.
    • Promotes local cuisine and tourism.
    • Improves food hygiene and visitor experience.

    [2015] Pradhan Mantri Jan Dhan Yojana has been launched for

    [A] providing housing loan to poor people at cheaper interest rates

    [B] Promoting women’s Self-Help Groups in backward areas

    [C] promoting financial inclusion in the country

    [D] providing financial help to marginalised communities

  • Relief to digital fraud victims: How losses upto 50K can be recovered

    Why in the News?

    The RBI notified a revised compensation framework for victims of digital payment fraud, effective 1 January 2027. Under the scheme, victims can recover part of losses up to ₹50,000 through a state-supported fund. The move follows a sharp rise in fraud value despite fewer reported cases.

    Why did the RBI intervene now, and what does the scale of digital fraud reveal about the existing liability framework?

    1. Rising fraud value: Fraud cases fell to 10,114 in FY26, but the amount involved increased 46% to ₹48,021 crore, indicating fewer but larger frauds.
    2. Consumer liability gap: The earlier framework placed the burden of proof and recovery on customers. Banks faced limited liability unless negligence was established
    3. Electronic Banking Transactions (EBTs) as the primary vector: EBT are a digitally initiated banking transaction, including NEFT, RTGS, UPI, and card-based payments. They became the primary fraud channel, exposing a liability gap.
    4. State absorption of residual risk: The new framework makes the RBI the majority loss-bearer for unrecovered fraud amounts. This signals that the regulator treats digital fraud loss as a systemic risk requiring regulatory underwriting, not merely a bilateral consumer-bank dispute.

    What is the consumer entitlement under the new framework, and what conditions govern eligibility?

    1. Maximum compensation ceiling: A victim is eligible for compensation of up to 85% of net loss amount or ₹25,000, whichever is less. This applies to gross fraudulent EBT losses up to ₹50,000.
    2. Lifetime cap: The compensation is available once during the lifetime of the account holder. Repeat claims for subsequent fraud events are not covered under this mechanism.
    3. Complaint filing window: Victims must lodge a complaint regarding the fraud within five calendar days of the event. Claims filed beyond this window are ineligible regardless of the loss amount.
    4. Loss verification standard: The loss must be established in accordance with the internal processes set out in the victim’s bank’s policy. The framework does not prescribe a uniform evidentiary standard across banks, leaving verification to individual bank procedures.
    5. Threshold-based compensation rate: For losses below ₹29,412, the victim receives 85% of the amount lost. For losses between ₹29,412 and ₹50,000, the victim receives a flat ₹25,000 (the ceiling).

    How is the cost of compensation shared between the RBI, the victim’s bank, and the beneficiary bank?

    1. Domestic fraud (below ₹29,412): RBI bears 65% of compensation. The victim’s bank and beneficiary bank contribute 10% each.
    2. Domestic EBT fraud between ₹29,412 and ₹50,000 (₹25,000 flat compensation): The RBI contributes ₹19,118 (76.5%). The victim’s bank and the beneficiary bank each contribute ₹2,941 (approximately 12% each).
    3. Cross-border EBT fraud (elevated bank contribution): In cross-border cases, the victim’s bank’s contribution rises to 20% for frauds below ₹29,412, and to ₹5,882 for frauds in the ₹29,412-₹50,000 band.
    4. Multiple beneficiary banks (proportionate allocation): Where more than one beneficiary bank receives the fraudulent amount, each bank’s share of the compensation is proportionate to the amount credited to its accounts.
    5. Numerical illustration (official example): If fraud loss is ₹40,000 and ₹15,000 is recovered, the net compensable loss is ₹25,000. The victim receives 85% of ₹25,000 = ₹21,250. The RBI contributes ₹16,250; victim’s bank and beneficiary bank contribute ₹2,500 each. If nothing is recovered, the victim receives ₹25,000 (ceiling), distributed in the same proportion.

    What standard of bank negligence triggers full bank liability, and what are the banks’ procedural obligations?

    1. Full bank liability for own negligence: Where fraud arises from the bank’s own negligence, the bank must compensate the victim entirely. The RBI cost-sharing mechanism does not apply in such cases.
    2. Safety and security failures: Failing to ensure proper safety and security mechanisms for EBTs constitutes negligence. This includes system malfunctions and security breaches.
    3. Alert failures: Failing to send mandatory transaction alerts for EBTs above ₹500 is classified as negligence. The alert obligation is non-discretionary.
    4. Complaint handling failures: Failing to provide 24×7 channels for customer complaints and failing to act diligently on received complaints both constitute negligence. Banks cannot limit complaint access to business hours.
    5. Complaint resolution timelines: Banks must resolve fraudulent EBT complaints within 45 calendar days for domestic EBTs and within 60 calendar days for cross-border EBTs. Breach of these timelines has implications for bank liability assessment.
    6. Post-complaint containment obligation: On receipt of any fraudulent EBT complaint, a bank must take prompt steps to prevent further unauthorised EBTs in the customer’s account. This is a proactive duty, not a passive acknowledgment obligation.

    Does the framework resolve the consumer’s structural vulnerability to digital fraud, or does it shift the problem without eliminating it?

    1. Consumer protection: The framework guarantees time-bound compensation and imposes liability for proven bank negligence.
    2. Limited bank incentives: RBI bears most compensation costs. Banks usually contribute only 10-20%, reducing incentives to strengthen fraud prevention.
    3. Procedural burden: Victims must report fraud within five days and satisfy bank-specific verification standards.
    4. Source of fraud: The framework compensates losses but does not strengthen EBT security standards or regulate payment intermediaries.
    5. Residual reporting: Victims must also report fraud to the National Cyber Crime Reporting Portal or Cyber Crime Helpline. This supports record-keeping, not recovery.
    6. Coverage mismatch: The compensation cap is ₹25,000, whereas average fraud value in FY26 was about ₹4.75 crore per case, limiting relevance to small-value consumer fraud.

    Conclusion

    The RBI framework introduces the first regulatory mechanism for sharing consumer losses from digital fraud. It reduces immediate customer losses but leaves banks with limited financial incentives to prevent fraud. Large-value frauds, security standards and accountability of payment intermediaries remain unresolved.