Thursday, 27 December 2012

It's Delhi's move

Indian Express, 27th December 2012

Don't let bureaucracy or politics of reciprocity hold back trade with Pakistan

In a significant step towards better India-Pakistan bilateral economic relations, Pakistan is expected to operationalise the Most Favoured Nation (MFN) status to India in the next few weeks. Under this regime, Pakistan will give trade treatment to India at par with other nations, which will allow more Indian goods to be imported into Pakistan. India took the lead in giving Pakistan MFN status in 1996. India should similarly take the lead in further increasing trade in goods and services, and in the flow of capital from Pakistan.

Prime Minister Manmohan Singh initiated unilateral trade liberalisation in India in 1991. In his current tenure, he has worked towards improving the India-Pakistan relationship, despite the many conflicts that obstruct peace in the region. Combining the two elements - unilateral trade liberalisation and the objective of improved relations with Pakistan - is the next step. Instead of being held back by the bureaucracy and the politics of reciprocity in trade agreements, India must move first. India is the larger economy, and the prime minister understands the gains from trade liberalisation and from better relations with Pakistan.

The need to increase economic cooperation between the two countries as a means to build stakes in peace was reiterated in the recent Track II dialogue at the Chaophraya initiative, a forum of interaction for academics, parliamentarians and media of both countries. The need for building economic bilateral relations was emphasised, even as security issues create a trust deficit in other areas. Trade and investment across the border will help create lobbies and interest groups that would engage with each other, and put pressure on both governments to improve political relations and work towards solving other more difficult questions on Kashmir, terrorism, Afghanistan and nuclear security.

The recent agreement on the liberalised visa regime between India and Pakistan is a small step in the right direction. Granting visas for business will help facilitate trade relations. These initiatives need to be followed by measures to increase services trade. The removal of the remaining restrictions and red tape, even in areas where agreements have been signed, should be a priority.

Research suggests that India-Pakistan trade is lower than the volume of trade that takes place between countries that are so close, geographically and culturally. This is because of a large number of barriers, both tariff and non-tariff, that prevent trade. The proof that there is a demand for each other's products is demonstrated by the large amount of illegal trade that is taking place between the two countries. Since the countries are neighbours, the cost of transportation is low. However, there are restrictions on the kind of products they can import from each other. Trade for such products takes place through Dubai or Singapore, with the "made in" labels changed. The restrictions add additional transport costs to trade. A lot of wasteful expenditure and effort is being undertaken on both sides to prevent this trade. Other difficulties that hamper trade are the lack of transport facilities, warehouses, banking services, insurance, etc. The removal of barriers, reduction in tariffs, improvement of facilities and trade in services are needed for progress to be made on this front.

As people grow richer, cost is not the only basis for imports. Variety provides an important reason for trade. Greater trade between India and Pakistan will result in greater variety, such as in mangoes, textiles and spices. Consequently, an increase in India-Pakistan trade will not necessarily lead to competition on the basis of costs and destruction of industry and employment. Instead, customers will gain from the increase in the varieties they have access to. The response to the clothes and fabric from Pakistan in the last trade fair in Delhi indicated the interest of consumers.

At the same time, in another move forward, India has allowed FDI from Pakistan. A large part of global trade takes place within firms. Intra-firm trade can happen when companies span both countries. This would not only create avenues for greater trade, but also create the stakes for peace as more and more businesses have assets across the border. India should grant the equivalent of MFN status in FDI investment to Pakistan. In other words, it should treat FDI from Pakistan at par with investment from other countries such as Singapore, to which the most liberal investment regime is offered.

To monitor and ensure that the government's commitments translate into progress on the ground, the prime minister should set up a committee with representation from the private sector, government and independent experts. It must assess the implementation of the measures the government announces to improve economic relations with Pakistan. It should identify the difficulties that exist and propose changes to policy and implementation. The operationalisation of the MFN status to India will likely lead to an increase in trade. Both governments will need to identify the problems and work to solve them. Trade disputes that arise will need to be solved while trade facilitation will need to be increased.

In the case of India-Pakistan trade relations, even beyond the obvious economic interests, it is in India's strategic interest to increase economic cooperation between the two countries if it contributes to bringing prosperity to Pakistan. Then, India will have a neighbourhood with less poverty, less illiteracy and less unemployment and their negative social fallout.

In other words, better economic relations between India and Pakistan will not only bring economic prosperity, as is usually the objective of trade liberalisation, but it will also build greater stakes for peace and lobbies that are interested in continuing the businesses they have set up that depend on good relations between the two neighbours. This will create a deterrence to conflict.

Thursday, 20 December 2012

Watch out for capital flows via trade

Financial Express, 20th December 2012

In the recent discussion on capital flight from China, the country's State Administration of Foreign Exchange denied the speculation that there was capital outflow. While capital flight through official channels can be observed directly on the capital account of the balance of payments, when capital flows on the capital account are restricted, flight may take place through the current account. Since the trade account for China is large, it provides a channel for capital movements. The discussion on whether there is capital flight from China cannot be settled without an analysis of its trade account.

In the 1970s and 1980s, when the literature identified capital flight through trade misinvoicing, countries had significant restrictions on trade. Even then, misinvocing offered a serious channel for capital flows. It was found that in countries that have capital account restrictions, greater trade integration creates greater opportunities to shift capital through trade misinvoicing.

Trade misinvoicing only captures flows through merchandise trade. Services, and the difficulties of assessing the price of, say, a client-specific software, by a customs officer, offer further channels for misinvoicing, and are not accounted for in the trade data. Even beyond this, not all movement of capital through mispriced trade results in a difference between export and import values. For example, a form of trade mispricing that facilitates movement of capital or profits across borders is transfer pricing by multinational corporations. Such mispricing does not result in any discrepancy between the import and the export values. Trade misinvoicing thus underestimates the extent of capital flows that can take place through the current account. The accompanying table shows that flows on account of misinvoicing are as significant as net capital flows to a country.

In a recent paper, my co-authors and I found out that capital controls in countries with large trade flows are correlated with high levels of trade misinvoicing. After controlling for factors such as macroeconomic stability, corruption, currency overvaluation, and political instability, the openness of the capital account still has a significant role to play in determining trade misinvoicing. Trade misinvoincing should be viewed as a channel for de facto capital account openness. During 1980 to 2005, the average extent of misinvoicing induced capital flows in developing countries was of the amounted to around 38% of official flows, and 7.6% of GDP.

The magnitude of trade misinvoicing is conventionally estimated by juxtaposing trade data from the importing and the exporting country. A firm interested in moving capital out of a country would underinvoice its exports, thus bringing reduced foreign exchange into the country. Similarly, overinvoicing of imports would allow the domestic importer to gain access to greater foreign exchange than required. Both these mechanisms leave domestic firms in control of hard currency assets overseas. Underinvoicing of imports, on the other hand, can result from an attempt to evade taxes on imports including customs duties and the value-added tax (VAT) on imports.

The overall misinvoicing of imports that is computed using macroeconomic data reflects a certain cancelling out between certain firms who are engaged in underinvoicing of imports and other firms who are engaged in overinvoicing of imports. Similar considerations apply with misinvoicing of exports. To the extent that firms have heterogeneous goals, the measured misinvoicing is likely to understate the true scale of gross capital flows being achieved through misinvoicing in an economy.

The traditional literature focussed on two broad motivations for misinvoicing. First, it emphasised high customs duties. When firms pay high rates of customs duties or VAT on imports, they have an incentive to understate the true value of imports. Second, misinvoicing was viewed as a method for achieving capital flight, which was, in turn, motivated by fears of expropriation in interplay between unsound economic policy and political instability.

A critical factor influencing trade misinvoicing that has been identified in the literature is the extent of exchange rate overvaluation. An overvalued exchange rate as well as high inflation rate raise expectations of depreciation in the near future and stimulate capital flight. Research on the determinants of the large outflows of capital from Latin American countries in 1980s and Asian economies in late 1990s has identified explanatory variables such as macroeconomic instability, large budget deficits, low growth rates and the spread between foreign and domestic interest rates. These factors, as well as others such as corruption, political freedom, and accountability were significant in explaining capital flight from sub-Saharan Africa.

We find that the extent of misinvoicing is seen to be higher among developing countries than industrialised countries over the period 1980-2005. Also, misinvoicing has declined steadily in industrialised countries, while with developing countries, this trend remains mixed. By the logic of this traditional literature, when countries like India and China achieved high GDP growth and cut customs duties, the motivation for misinvoicing should have subsided. In this paper, we find that by and large, such a decline in misinvoicing is not visible.

The evidence on misinvoicing suggest that studies on the effectiveness of capital controls should also take into account unofficial flows through the trade account as these may be further eroding the effectiveness of capital controls.

Thursday, 13 December 2012

Open and shut

Indian Express, 13th December 2012

FDI in retail will bring competition to non-tradable services, and make Indian firms globally competitive

India removed barriers to trade in goods in the 1990s. Removing protection brought global competition and raised productivity. But introducing global competition in services is harder. In certain services that are tradable, like legal or financial services, the removal of trade barriers can introduce competition and increase productivity. But these often involve complicated and time-consuming multilateral negotiations. In other services that are not tradable, like retail trade, global competition can be introduced and improvement in productivity can be achieved by opening up the sector to foreign direct investment.

Reducing protection in the market for goods, cutting custom duties on imports, and removing quotas and other restrictions on trade raises few questions today. The case for trade liberalisation in goods is well understood by now. Trade liberalisation exposes local firms to global competition. Domestic firms have to innovate, produce better products, improve their technology, and reduce costs of production when imported products enter domestic markets. Under such pressures, these firms become more productive. These productive firms become exporters. The most productive firms invest abroad. Both face further competition in foreign markets and productivity growth continues. In contrast to the pre-trade liberalisation regime, productivity in the economy is higher and keeps growing. This results in higher growth of incomes and standards of living in the country. Trade liberalisation has transformed many countries, such as those in East Asia.

India has also seen the benefits of reducing protection in goods markets. Trade liberalisation in the 1990s, which continued into the early 2000s, saw Indian industry transform. At the same time that barriers to trade were reduced, domestic restrictions on production imposed through the licence raj were removed so that incumbents, who had long outlived the infant industry stage, faced both domestic and global competition. The FDI regime in manufacturing was, however, accommodated continued support to Indian industry. While opening up manufacturing to trade and to foreign investment, policy encouraged joint ventures that gave an advantage to Indian firms by not allowing 100 per cent FDI. The limit on how much could be invested by a foreigner was only slowly raised over the years. Clauses such as Press Note 18, which did not permit the foreign investor to start new ventures without the permission of its domestic partner, were put in place to support Indian firms. The result of higher competition and a carefully calibrated policy environment has been to create Indian firms that are strong enough now to become multinationals. Without the process of reducing tariff barriers and removing protection for Indian industry, Indian firms would not have ended up being so strong in world markets today. More than 300 Indian firms are multinationals now. They compete successfully with foreign companies on their turf.

Just as reduction in trade barriers brought competition to goods markets, tradable services can also be opened up to competition if the barriers are brought down. Services trade was growing rapidly before the global financial crisis, but it still represented a small share of the international economy. One reason for this, as a study by Sebastien Miroudot et al suggests, was high trade costs. In the goods markets, these costs include tariffs, non-tariff measures, transport charges, "behind-the-border" regulatory measures, and frictions related to geographical, cultural, and institutional differences. In the services sectors, trade costs are largely related to regulatory measures that either create entry barriers or increase the cost burdens faced by firms, in addition to geographical, cultural, and institutional differences. According to the World Bank's Services Trade Restrictions Database, which measures protectionism in services across the world, there are huge barriers to services trade. The absolute levels of trade costs in services are very high in the major economies; over 100 per cent ad valorem in all cases, and over 200 per cent for India. Trade costs in services markets are much higher than for goods and a multiple of two or even three times is sometimes seen. Trade costs in services can, therefore, be reduced by reducing trade restrictions.

Any reduction in trade restrictions in services is, however, likely to involve long and complicated multilateral negotiations. In many cases, improvement in domestic regulation, such as in finance, will be a precondition before trade in services is opened up. Competition, and the consequent higher productivity in tradable services, may therefore still take a while.

But for non-tradable services, such as retail trade, there are no such trade barriers to be removed or difficult negotiations to be held. This can be achieved by opening up these sectors to FDI. Sectors of the economy whose productivity is low can benefit from this. For instance, though modern retail has grown in India, especially in the last decade, the sector remains largely informal and this growth has been limited. Unlike trade in goods, the advantages of FDI in retail, such as better technology, management and the move to a modern, formal, tax-paying sector, will probably unfold slowly. There are many hurdles retail businesses have to cross before investment spending can begin.

The government might have supported FDI in retail to make a political point, to send a signal to investors, or to bring in foreign capital and prevent rupee depreciation. But whatever the reasons, this move takes India a step closer to increasing competition and achieving higher productivity in non-tradable services. With 51 per cent, rather than 100 per cent, FDI being allowed in multi-brand retail, large Indian companies that are either already in the business or have planned to enter it, are likely beneficiaries. Chances are, in twenty years it will be Indian companies running retail stores in towns and cities all over the world.

Monday, 3 December 2012

Identify this

Indian Express, 3rd December 2012

Financial justification for Aadhaar doesn't require it to cover entire population or have multiple uses

Some people think of Aadhaar as a magic bullet for India. Others oppose it for privacy concerns. The government has showcased Aadhaar as a tool for targeted subsidy payments. As with all government programmes, the public should be sceptical, and the government must demonstrate through a cost-benefit analysis that the expenditure of public money is justified. Aadhaar can only address the issue of subsidies having ghost and multiple beneficiaries. In addition to the money spent on Aadhaar, there are the complexities of Aadhaar-integration for each subsidy scheme. The costs are front-loaded, the benefits come much later. Is it worth building Aadhaar? In a recent study at the National Institute of Public Finance Policy (NIPFP), we undertook a cost-benefit analysis of Aadhaar from this perspective. We find that the internal rate of return on building Aadhaar is over 50 per cent. This suggests that we should proceed with Aadhaar in order to run subsidy programmes better. The concerns about privacy can be reduced by limiting Aadhaar to those individuals who benefit from subsidies.

The main conclusion of the study is that it is worth undertaking the expenditure on Aadhaar, if only to plug leakages arising from ghost and duplicate beneficiaries. The financial justification for Aadhaar does not require it to cover the entire population, and it does not require the scheme to have multiple uses.

In developing countries, proposals to spend money on subsidy programmes are generally seen positively. We think that having good intentions in establishing a government programme or a government agency is sufficient for good results. What is needed, instead, is clarity of purpose for each government scheme, activity or agency. Once the objectives are clear, we should be measuring outcomes, and asking about the extent to which the stated objectives were met. The moment outcomes are measured, it becomes possible to ask bang-for-the-buck questions: Is there a way to achieve this goal at a lower cost? Given two different ways to achieve a stated outcome, which one is better?

The subsidy programmes run by the Indian state suffer from immense problems that come from not asking such questions. Once we look beyond the halo of moral purity, there is, typically, a lack of clarity on objectives, failure to deliver on objectives, scanty knowledge of how much money is being spent where and of who the beneficiaries are.

For example, the purpose of the public distribution system (PDS) is to deliver cheap wheat and rice to the poor. It is easy to calculate how much it would cost if, say, 100 kg of cereal per year were gifted to 20 per cent of the poorest people in India. What we have instead is a vast and sprawling enterprise that distorts the market for cereals, which is characterised by theft at various levels, and has failed to eliminate hunger among them.

Many people who think about public policy in India are fairly convinced that a biometric identification system would help reduce leakages in subsidy programmes. But while the expenses of having the Unique Identification Authority of India (UIDAI) and enrolling everyone are evident, there are also substantial integration costs when programmes such as the PDS are UID-enabled. At the same time, the scale of waste in existing subsidies is very large. The UIDAI is not a magic bullet either; it will not solve the problem fully. It will only solve two things: payments to non-existent persons, and payments to one person multiple times.

The key impediment to a high quality cost-benefit analysis of UIDAI is the lack of data and research about existing subsidy programmes. The very problems of subsidy programmes, as presently run by the Indian state, make a precise analysis of improvements in their process engineering difficult. The NIPFP study overcame this constraint by making a series of conservative assumptions.

When these estimates are put together into a formal cost-benefit analysis, they demonstrate that the internal rate of return on building UIDAI is around 50 per cent in real terms. We often find that discussion on costs and benefits turns into a disagreement about assumptions. To allow analysts to modify assumptions, a spreadsheet with the full calculation, clearly showing all assumptions and formulas, has been released on the Web. This makes it easy for anyone to modify the assumptions and get new estimates if they disagree on some of the assumptions.

The construction of the UIDAI, and the consequent transformation of the existing subsidy programmes, is thus well justified. If the government must run subsidy programmes, it should make sure there are no leakages. These leakages are not just about wasted money: we also have to worry about the political economy of business strategies that are rooted in subverting state structures and stealing.

That leaves a distinct policy debate about the problems of privacy. There is merit in civil liberty groups' concerns about the threats to freedom in India, as well as in the concern about the implications of better data in the hands of the government. A reasonable compromise, which could satisfy everyone, consists of emphasising the use of UIDAI for the beneficiaries of subsidy programmes. For the people who wish to take money from the government, we would intrude on their privacy to the extent of their having an Aadhaar number and potentially suffering from the consequences of greater tracking. It should be possible for a person who stands on his own feet - who does not even buy subsidised LPG - to organise his own life with zero tracking by government or security agencies. Such an approach, where one is vigilant about information in the hands of government, would strengthen the foundations of Indian democracy.

Tuesday, 20 November 2012

Did the Indian Capital Controls Work as a Tool of Macroeconomic Policy?

A recent article: Did the Indian capital controls work as a tool for macroeconomic policy, Ila Patnaik and Ajay Shah. IMF Economic Review, page 439--464, volume 60, 2012.

At the main page for this paper, you will find all the materials: a video presentation, PDF paper, link into the journal, a compact summary on voxEU.

Friday, 16 November 2012

Growing pains

Indian Express, 16th November 2012

Clarify policy and ease bottlenecks to spur investment

Preventing India's growth slowdown is a difficult but not impossible task. The government needs to follow a two-pronged strategy to put India back on a high-growth path. On the one hand, it must focus on putting stalled projects back on track. On the other hand, it must put in place policy frameworks for the allocation of land and natural resources, as well as for environmental standards and the rule of law.

Episodes like the 2G spectrum sale and the coal block allocation issue demonstrate that the lack of a clear framework can seriously disrupt investment and growth. Though there are no easy answers to these questions, arriving at policy frameworks through research, public consultation and discussions among stakeholders, and implementing the rule of law, should make them more tractable than they are today.

One somewhat simple way to address growth slowdown in the short run may be through fiscal and monetary policies. But in India, macroeconomic policy choices, even in the short run, are going to be very difficult. The latest data on output and prices confirm the stagflation that has been on its way. We now see growth slipping below 5 per cent, even as consumer price inflation reaches 9.75 per cent. This is almost the reverse combination of what India witnessed a few years ago at the peak of the business cycle.

As output growth slipped in September 2012, with the IIP data showing an actual contraction in economic activity, consumer price inflation continued to rise, hitting almost double digits. The trade data released also showed a higher trade deficit. Stagflation is a much more difficult problem than overheating, which happens when prices and output are both rising, and which we saw in 2006 and 2007. That is when fiscal and monetary policy both need to be contractionary. Tackling stagflation is also more difficult than facing a recession, when fiscal and monetary policies both need to be expansionary. When faced with stagflation, no standard recipes work. Contractionary fiscal policy would mean raising tax rates, something that would hurt investment further. Easing monetary policy would mean cutting interest rates, something that would make inflation worse. The experience of other countries like the US, which has seen stagflation in the past, suggests that simple solutions can only worsen economic conditions.

Standard macroeconomic stabilisation policies are not the answer to India's economic problems today. One clear area of failure, which needs government action, is governance issues. These are responsible for having created an environment that has put on hold various projects and discouraged further investment. The stalling of a large number of investment projects since governance problems began, especially after 2010, have reduced investment and worsened supply constraints, particularly in infrastructure. Various bottlenecks, especially bureaucratic and judicial, are now holding back the economy as never before. The tools of macroeconomic policy are meant to address an economy operating around its full capacity output. That framework assumes that problems such as India's do not exist. India is not at its long-run, steady-state growth rate. The output gap is not caused by investment inventory cycles, which can be addressed by macro policies.

To address immediate governance issues, the government has proposed a National Investment Board (NIB) to speed up stalled projects. This could help push up output as well as bring down prices. But the environment minister, Jayanthi Natarajan, has opposed routing environmental clearances through the NIB. This brings us to the question of how the NIB will work. Can the bulk of issues on which investment is stalled be resolved without transparent policy frameworks in place?

There is no doubt that the reforms proposed by Finance Minister P. Chidambaram created optimism among investors, both foreign and domestic. But while it is true that the gloom and doom went away, it was replaced only by a very cautious optimism. Investors need to see the government take concrete steps before making investment decisions. If large projects and large sums of money continue to be stuck in governmental processes, and investment decisions keep getting postponed, it will not encourage them to invest. Not only are resources limited, an increasing number of bad assets reduces the banks' ability to lend. It is not just that companies are constrained by their capacity to incur further risk, there is a trust and governance deficit. Equally important are the worsening finances of the banking sector. The government needs to act quickly.

But if the laws that create a policy framework are not in place, there are fears that the very clearances that such a board gives could be challenged in court the very next day. Therefore, the second element of the strategy is to understand why projects were stalled and to correct the existing policy frameworks.

There will be no simple answers. In the process of economic growth, there are trade-offs between protecting the environment, forests and land rights on the one hand, and creating infrastructure, generating power, making dams, encouraging mining and other economic activity on the other. Any solution that swings to one extreme will not work. It will be very easy to stall projects if citizens who are losers in the process, or those that support them, go to court or use political pressure to stop economic activity. Any attempt to push through projects in a non-transparent or arbitrary way will not be acceptable either. There is no doubt that India will have to industrialise, but in such a way that the environment and forests are protected. It is essential to put in place the rule of law and processes to ensure that such issues do not hijack politics and economics.

Most countries face similar problems when they grow fast. As the Indian economy has grown, the stakes involved have become very high. With that, corruption in high places has become more attractive. What must be a priority is the creation of policy frameworks, for example, strategies for the sale of natural resources or public sector enterprises, through auction or otherwise, should be formulated in a transparent, consultative process, with independent research and discussions with stakeholders, where the public understands the debate and buys into the solutions.

Thursday, 15 November 2012

NIPFP study finds large returns from Aadhaar project

The National Institute of Public Finance and Policy (NIPFP) released a study on a cost-benefit analysis of the Aadhaar programme, showing that Aadhaar can plug problems ofleakages and yield very high returns to the government.

This study is significant in the light of the current debates on how to reduce the subsidy bill.

The study finds that substantial benefits would accrue to the government by integrating Aadhaar with schemes such as PDS, MNREGS, fertiliser and LPG subsidies, as well as certain housing, education and health programmes. Even after taking all costs into account, and making modest assumptions about leakages, of about 7-12 percent of the value of the transfer/subsidy, the study finds that the Aadhaar project would yield an internal rate of return of 52.85 percent to the government.

Integrating Aadhaar with government welfare schemes will improve identification and authentication. Hence, the leakages due to duplicates and 'ghost beneficiaries' can be tackled. Plausible estimates about such leakages are available mainly for MNREGS and PDS programmes in government reports and the academic literature. Using these estimates as benchmarks, for the components of the leakages that Aadhaar can directly address, the NIPFP study extends the analysis to include other government schemes where transfer to beneficiaries takes place. A reduction in leakages is considered a benefit to the government since the funds can be saved and used for other purposes.

For the PDS, the benefit accruing due to integration with Aadhaar is assumed to be in terms of reduction in leakages in the delivery of foodgrains (rice and wheat) and kerosene. For MNREGS, using the wage expenditure data and several social audit reports, the reduction in leakage in wage payments through muster automation and disbursement through Aadhaar-enabled bank accounts has been estimated. For fertilisers and LPG distribution, the diversion is estimated as a percentage of the government subsidy, which is assumed to be getting leaked or diverted for purposes beyond the subsidy's rationale. For other schemes, which include the Indira Awaas Yojana, Janani Suraksha Yojana, various pension schemes, scholarships, and payments made to workers under NRHM and ICDS, the leakages due to identfication errors are estimated as a percentage of the value of the transfer payment.

The costs of developing and maintaining Aadhaar, as well as integrating Aadhaar with the government schemes is computed in the study.

Thus, comparing the benefits with the costs, the NIPFP study concludes that the internal rate of return in real terms of the Aadhaar project is 52.85 percent. This analysis shows that even with modest assumptions on benefits, the Aadhaar project yields a high internal rate of return to the government.

The NIPFP study focuses on certain tangible benefits accruing to the government, and therefore does not count the benefits to the economy and the intangible benefits to the government and society. Many benefits of the program are intangible and therefore difficult to quantify. For example, by making every individual identifiable, existing government welfare schemes can become more demand-led. Beneficiaries are better empowered to hold the government accountable for their rights and entitlements, thus influencing the way these schemes can be designed and implemented. Also, with digitised, non-local information on workers seeking jobs, labour mobility and migration experience will become easier.

The study argues that if we were to add more programs and expand the scope of the analysis, and consider the intangible benefits, it is likely that the returns will be higher.

Full details of the calculations have been released on the NIPFP website. Other scholars and policy analysts can modify some assumptions and explore alternative outcomes.

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