The evidence gap in dole politics

Why in the News

Unconditional cash transfers to women have spread from two States in 2022-23 to 12 States in 2025-26, at an estimated annual cost of Rs 1.68 lakh crore, about 0.5 per cent of GDP, per PRS Legislative Research. Governments attach purposes such as dignity and empowerment to these payments but publish no model linking the payment to an outcome, and a study by the Asian Development Bank (ADB) prepared for the 16th Finance Commission found that India has no systematic dataset of government expenditure on cash transfer schemes at all. The comparison drawn is the Speenhamland system of 1795, under which English parishes topped up agricultural wages from public funds and folded wage support, poor relief and public finance into a single instrument. The tension is that the fewer the conditions attached to a transfer, the heavier the obligation to prove what it does, and Indian cash transfer politics has grown in exactly the opposite direction.

What was the Speenhamland system?

1. The 1795 Speenhamland resolution: English magistrates meeting at Speenhamland in Berkshire in May 1795 resolved to top up agricultural wages from parish funds, with the payout linked to bread prices and to family size.
2. Rising bread prices and political unrest: Food prices were rising and the French Revolution had unsettled the English establishment, so relief was framed as social stabilisation rather than as poverty policy.
3. Polanyi’s reading against the critics’ reading: The economic historian Karl Polanyi treated it as an early assertion of a human “right to live” against the harshness of the market. Critics held that folding wage support, poor relief and public finance into one instrument blurred price signals and weakened incentives.
4. The merged purposes problem: Once the three purposes were merged, it became unclear whether the system was protecting poor families, the wage structure, employers, or social peace, which is the test any relief instrument still has to meet.

How large has India’s cash transfer commitment become?

1. The spread across States: Unconditional transfers to women alone moved from two States to 12 States in three years, per PRS Legislative Research.
2. West Bengal: The State has moved from Lakshmir Bhandar to Annapurna Yojana, budgeting Rs 36,000 crore for a Rs 3,000 monthly transfer to about 1.3 crore women.
3. Tamil Nadu: The State allocated Rs 14,412 crore for the Kalaignar Magalir Urimai Thogai in its 2026-27 interim budget.
4. Assam: The State set aside Rs 5,000 crore for Orunodoi.
5. The wider family of instruments: Cash transfers sit alongside free electricity, free bus travel, subsidised food and utility subsidies, so the monthly payment is one line inside a larger recurring claim on State finances.

What does the transfer actually do for the recipient?

1. Transfer as a share of a woman’s monthly income: Transfers to women amount to 11 per cent to 24 per cent of the monthly income of women daily wage workers, and 11 per cent to 87 per cent of that of self employed women, per the Economic Survey 2025-26.
2. Cash is genuinely useful in an informal economy: In a poor economy with irregular earnings, a predictable monthly payment does work that no in kind benefit can.
3. Services a transfer cannot substitute for: The same woman who values Rs 1,500 to Rs 3,000 a month also needs a functioning health centre, childcare, a good government school and access to better work, and a transfer softens the strain created by weak institutions without addressing them.
4. Relief hardening into a permanent commitment: A transfer that begins as relief turns into a permanent fiscal commitment unless there is a clear account of who receives it, what it changes and what it displaces.

Where exactly is the evidence gap?

1. No published model connects payment to outcome: Governments state social purposes for these transfers but do not publish the model that links the payment to the result claimed for it.
2. The design questions are unanswered: Who is being targeted, and what baseline data justifies the scheme, are not established before rollout.
3. The outcome questions are unmeasured: No anticipated effect is stated for consumption, debt, nutrition, schooling, health spending, labour supply or women’s bargaining power.
4. Expenditure data on cash transfer schemes: The ADB study for the 16th Finance Commission found that India lacks a systematic dataset of government expenditure on cash transfer schemes.
5. Moral language in place of evidence: With those answers missing, cash transfer politics is defended through the moral language of welfare rather than through evidence.

What do other democracies attach to their transfers?

1. Unemployment insurance: Payment is tied to a contribution record, so entitlement is earned through prior participation in the formal labour market rather than asserted by category.
2. Food support: Eligibility rules govern who qualifies, and the benefit is reassessed periodically rather than treated as permanent.
3. Healthcare subsidies: Support is conditioned on stated eligibility criteria that can be tested against a household’s circumstances.
4. Job search obligations: Several systems attach a continuing behavioural requirement to receipt, which creates a record of what the benefit is meant to be bridging.
5. Limits of the comparison: These systems are not immune to welfare politics, and India need not copy them mechanically, since transfers to women in poor households may be better left unconditional. The conditions in those systems generate evidence as a by product, and where India drops the conditions it has to generate that evidence directly.

What would a welfare impact statement require?

1. Pre rollout welfare impact statement: A large recurring transfer should carry a published statement setting out the objective, the eligibility rule, the expected coverage, the five year fiscal cost, the alternatives considered, the likely leakage and exclusion errors, and the measurable outcomes.
2. Post rollout household survey: Household surveys should record not only whether the transfer was received but how it affected consumption, debt, health spending, schooling, mobility, work incentives, control over household expenditure and subjective well being.
3. Open microdata: Anonymised microdata from those surveys should be released so that independent researchers can test the claims made for the scheme.
4. Evidence as a check on the political claim: Evidence will not remove politics from welfare, and it is not intended to, but it makes the political claim about a scheme checkable rather than merely asserted.

Challenges to India’s unconditional cash transfer regime

1. A recurring transfer is politically irreversible: Once a monthly payment reaches a large identifiable group, no government can withdraw or shrink it, so the fiscal commitment compounds regardless of performance. Eg. West Bengal replaced Lakshmir Bhandar with a larger transfer under Annapurna Yojana rather than reviewing it.
   The Fix: Legislate a sunset clause and a mandatory reauthorisation vote on every large transfer, so continuation requires a positive decision rather than inertia.
2. Transfers compete with the capital spending that builds public goods: State budgets are constrained, and a revenue commitment of this size crowds out the schools, health centres and childcare the same recipients need. Eg. Transfers to women alone now cost about 0.5 per cent of GDP a year across 12 States.
   The Fix: Require every transfer proposal to state the capital expenditure it displaces in the same budget document, so the trade off is visible at the point of approval.
3. Category based targeting is not the same as need based targeting: A transfer keyed to gender or to a possession based exclusion reaches many households that do not need it and misses poor households outside the category. Eg. The National Food Security Act, 2013 still allocates State quotas on the 2011 Census, which has left later entrants to poverty outside the ration net.
   The Fix: Build eligibility on a periodically updated deprivation register rather than on a one time category list, and publish the exclusion error rate with each disbursal cycle.
4. Digital delivery excludes at the last step: A transfer credited to an account still fails where the account is dormant, the seeding is wrong or the recipient cannot reach a banking point. Eg. Rejected and failed Direct Benefit Transfer credits arising from incorrect account seeding are a recurring finding in scheme audits.
   The Fix: Publish a failed credit register by block with a fixed resolution deadline, so a failure is a tracked case rather than a statistic.
5. No independent evaluator exists for State transfers: State schemes are designed, disbursed and assessed by the same department, so there is no institution positioned to contradict the claim made for a scheme. Eg. The ADB study for the 16th Finance Commission had to record the absence of even an expenditure dataset before any evaluation could begin.
   The Fix: Route evaluation of large State transfers through an independent statutory evaluation office reporting to the State legislature, on the model applied to performance audit.
6. Wage subsidies distort the labour market they operate in: A public top up to household income changes reservation wages and employer incentives, which is the specific mechanism the Speenhamland critics identified. Eg. The transfer equals up to 87 per cent of the monthly income of a self employed woman.
   The Fix: Track labour force participation and wage rates for recipient households in the post rollout survey, so the labour market effect is measured rather than argued about.

Conclusion

The instrument at issue is not indefensible, and cash in a poor informal economy does real work no in kind benefit does. What is missing is the apparatus that would let anyone, including the government paying for it, say whether a given transfer changed anything. The obligation runs in proportion to the freedom taken: a transfer with no conditions attached carries the heaviest evidentiary duty, not the lightest. The concrete marker is whether the 16th Finance Commission’s award period opens with a standard expenditure reporting format for State cash transfer schemes, since the dataset the ADB found missing has to exist before any evaluation can be built on it.

Welfare Cash Transfers in India

1. Welfare cash transfer: A welfare cash transfer pays money directly into a beneficiary’s bank account in place of a subsidised good or a price subsidy, so the State’s support reaches the household as purchasing power rather than as a commodity.
2. The JAM trinity: Transfers move through the JAM trinity, meaning the Jan Dhan bank account, the Aadhaar identity number and the mobile phone, which together allow a payment to be authenticated and credited without an intermediary.
3. Scale of the delivery system: More than 55 crore Jan Dhan accounts now exist, which is what makes near universal direct crediting technically possible.
4. Claimed Direct Benefit Transfer savings: Aadhaar linked Direct Benefit Transfer (DBT) is credited with cumulative savings of about Rs 3.48 lakh crore from removing duplicate and ghost beneficiaries across fertiliser, cooking gas and food subsidies.

Government Initiatives for Welfare Transfers

1. Direct Benefit Transfer, 2013: The umbrella architecture that routes scheme payments straight to beneficiary accounts, now covering several hundred central and State schemes.
2. PM Jan Dhan Yojana, 2014: The financial inclusion mission that created the zero balance accounts into which transfers are credited.
3. PM Kisan Samman Nidhi: An income support transfer paying landholding farmer families a fixed annual sum in three instalments.
4. PM Ujjwala Yojana: A connection plus subsidy scheme for cooking gas, which distributed over 10 crore connections and moved the subsidy itself to the beneficiary’s account.
5. Mahatma Gandhi National Rural Employment Guarantee Act, 2005: A rights based wage programme guaranteeing 100 days of work, with wages paid electronically into the worker’s own account.
6. National Food Security Act, 2013: The statutory entitlement to subsidised grain, which also permits a State to substitute a cash transfer for the grain entitlement.

Back2Basics: 16th Finance Commission

1. Constitutional basis under Article 280: A constitutional body appointed under Article 280 to recommend how Union tax revenue is shared with the States and among them.
2. Award period from 2026-27: Its recommendations cover the five years beginning 2026-27.
3. Grants in aid and local body funds: It recommends the principles governing grants in aid to States from the Consolidated Fund of India, and the measures needed to augment State funds for panchayats and municipalities.
4. Commissioned studies as the evidence base: Commissioned studies form part of the evidence base on which the transfer and grant architecture for the award period is fixed.

Matching Previous Year Question

“[2022, GS2, 10 marks] Reforming the government delivery system through the Direct Benefit Transfer Scheme is a progressive step, but it has its limitations too. Comment.”