10 minute read 26 May 2021
Recovery of Indian economy post Covid-19 vaccination

How the recent spread of COVID-19 is impacting the Indian economy

By D. K. Srivastava

EY India Chief Policy Advisor

A noted economist, D.K. Srivastava is an Honorary Professor at Madras School of Economics and Member of the Advisory Council to the 15th Finance Commission.

10 minute read 26 May 2021
Related topics Tax COVID-19

Show resources

Adverse economic impact of COVID-19 in India in FY22 is likely to be higher than expected earlier due to the second wave of corona. Policy effort should be made to protect growth of at least 8.7%, to ensure India’s FY22 real GDP reaches the same level as in FY20.

The month of March 2021 started with positive news for the Indian economy with the IIP showing high growth of 22.4% after a contraction of (-)0.9% and (-)3.4% in January and February 2021 respectively, reflecting a turnaround in the manufacturing sector of the economy. A challenging April 2021 ushered in with the onset of second wave of corona in India. Although CPI inflation was still contained at 4.3% in April 2021, the WPI inflation shot up to 10.5%, its highest level since 2011-12 which is the base year of this series, due to higher global crude and commodity prices partially reflecting a low base effect. This led to an increase in the inflation in fuel and power to a 49-month high of 20.9% in April 2021 from 10.3% in March 2021. 

Growth of the Indian economy will get adversely affected in 1QFY22 due to COVID’s second wave. Analysts have started revising their earlier FY22 growth forecasts downwards. While the IMF (23 March 2021) was the most optimistic in terms of India’s FY22 growth prospects projecting it at 12.5%, the RBI (7 April 2021) considered 10.5% to be feasible. S&P in its recent release (5 May 2021[1]), considered a feasible growth range of 8.2% and 9.8% under their severe and moderate impact scenarios. Moody’s (11 May 2021[2]) projected India’s FY22 growth at 9.3%. In the context of the ongoing uncertainty about the full impact of COVID’s second wave, a benchmark growth rate of 8.7% may be considered relevant. If at least this growth is protected, India’s FY22 GDP at 2011-12 prices would be at the same level as in FY20, that is, INR145.7 lakh crore. Policy effort should be made to protect at least this level of growth.

There is clearly a trade-off between the duration and coverage of the lockdowns on one hand, and the erosion of growth on the other. The more extensive the lockdowns, the larger would be the loss in GDP growth. Although COVID-19 has now started affecting rural areas, we anticipate that agricultural growth would remain broadly intact. Further, the maximum impact of the lockdown would be in 1QFY22 and if vaccination gathers pace June 2021 onwards, the damage to the economy in the second and subsequent quarters can be contained. The worst affected sectors are likely to be the same as in FY21 namely, construction, trade, transport, hotels et.al., followed by manufacturing and mining. The public administration, defence and other services sector had also faced a contraction of (-)4.1% in FY21. Suitable policy intervention in 1QFY22 can ensure that this sector does not contract. This would require frontloading of government’s budgeted FY22 expenditures particularly the capital expenditures.

Recalibrating budgetary aggregates amidst COVID-19 second wave challenges

We recognize that the fiscal arithmetic of Center’s FY22 budget may get disturbed with the erosion of real and consequently nominal growth rates. The real GDP in FY21 had fallen to INR134.1 lakh crore, implying a contraction of (-)8.0%. The corresponding nominal GDP was INR195.9 lakh crore. The nominal GDP growth also requires to be revised downwards in FY22. Assuming a real GDP growth of 8.7% and an implicit price deflator (IPD) based inflation of 3%, the FY22 nominal GDP growth may be close to 12%. This is premised on IPD-based inflation remaining lower than the CPI inflation of about 4.5%, as has been the trend in recent years. The budgeted FY22 nominal growth was 14.4%. The budgeted buoyancy for Center’s gross tax revenues (GTR) at 1.2 may also not hold. We consider a buoyancy of 0.9, which is the average for the five years preceding the COVID year that is FY21, to be more realistic. A combination of a nearly 12% nominal growth and a buoyancy of 0.9 would result in a growth of 10.7% in Center’s GTR. This would imply a shortfall in Center’s budgeted net tax revenues of about INR0.8 lakh crore in FY22.

Budgeted magnitudes for non-tax revenues and non-debt capital receipts at INR2.4 lakh crore and INR1.9 lakh crore respectively may also need to be revised downwards. In these cases, the budgeted growth rates were 15.4% and 304.3% respectively. The excessively high growth for the non-debt capital receipts was premised on implementing an ambitious asset monetization and disinvestment program. The COVID-disturbed year may make achieving these targets extremely difficult.

The budgeted growth in non-tax revenues is largely dependent on an assumed growth of 60% in revenues from communication services and of 44.1% in dividends and profits from non-departmental undertakings. We consider that a shortfall of INR1.5 lakh crores in non-tax revenues and non-debt capital receipts together with a shortfall of nearly INR0.8 lakh crore in Center’s net tax revenues may lead to a total shortfall of INR2.3 lakh crores in the total non-debt receipts. This, together with the lowering of the nominal GDP as compared to the budget assumptions, may imply a higher fiscal deficit at 7.9% of GDP, a slippage of 1.1% points from the budgeted fiscal deficit at 6.8% of GDP in FY22. We consider it desirable that total budgeted expenditure should not be compressed so as to support demand although expenditure should be reprioritized strongly in favour of augmenting health expenditure and health infrastructure. The Center’s capital expenditure provision for the department of health and family welfare was quite low at INR2,508.7 crores for FY22. This requires to be enhanced substantially. Building hospital capacity perhaps at every district headquarter may not only cover for the current deficiency in hospital beds but is also likely to increase construction activities and absorb a lot of currently unemployed migrant labour. This may aid India’s post COVID-19 recovery.

Inter-state spread of COVID-19 and impact on Indian economy

Chart 1 shows the shock caused by corona’s second wave because of the speed and sharpness of its upsurge. When the first COVID-19 wave subsided, the confirmed monthly cases were limited to only 0.35 million in February 2021. This number shot up to 6.94 million in April 2021, throwing out of gear, India’s health infrastructure.

Monthly COVID confirmed cases (million): Wave-1 and Wave-2

It appears that COVID-19 waves propagate in three stages: (1) seeding stage - arrival of infected international passengers, (2) explosion stage – interaction with high-density urban population, and (3) subsiding and diffusion stage. The third stage is induced by lockdowns which leads to COVID-19 subsiding in the urban areas, but also results in migrant population moving to the rest of the country.

Table 1 shows that the share in confirmed COVID-19 cases is the highest for Maharashtra (24%) followed by Kerala (8.2%), Karnataka (7.9%), Tamil Nadu (6.1%) and Delhi (6.0%). These are the states which also have the highest share in receiving international passengers. Also, these states are characterized by high density of urban population.

Inter-state distribution of COVID cases (cumulated up to April 2021)

In the May 2021 issue of the EY Economy Watch, the In-focus section entitled “India’s experience with COVID – people’s and economy’s health”, there is a detailed discussion on the determinants of the inter-state spread of COVID-19. Two key determinants identified in this analysis are:

  1. State’s share in international passengers[3]
  2. Index of density of urban population

There are some state specific factors which also turned out to be important in the case of Andhra Pradesh, Chhattisgarh, Kerala and Uttar Pradesh. More than 90% of the variation in the interstate incidence of COVID-19 is explained by these two factors along with the state-specific effects. Important policy implications for curbing and containing future COVID-19 waves can be drawn from this analysis.

Policy needs to be devised to bring down the impact of incidence of the second wave of corona in India as quickly as possible. It would be best if this can be done by minimizing the economic costs of lockdowns, which are progressively getting extended in terms of duration and in terms of coverage of geographical area. Two key policy instruments are available with the policy makers which can be used for this purpose. One is to extend the vaccination coverage and the second is to extend the lockdown in terms of duration and coverage. The key intervention is vaccination.

Containing future COVID-19 attacks and India’s vaccination strategy

The vaccination strategy should target for universal coverage with strategic sequencing under conditions of supply shortage. A policy of vaccination that is much better targeted in the initial stages than its current ad hoc inter-state coverage may be used for achieving far more effective outcomes in controlling the spread of the second and subsequent waves of corona. In the context of the analysis of COVID-19’s inter-state incidence, given extremely high shares of COVID-19 cases in a limited number of states, a strategy of ‘saturation vaccination’ of targeted states or specified geographical area such as cities or urban agglomerations could be far more effective. Two major considerations regarding COVID-19 vaccination strategy relate to procurement of vaccines and their inter-state distribution. In this regard, we suggest the following:

  1. Procurement of vaccines should be fully centralized. This will keep total procurement costs to a minimum since a single agency for purchase would be able to reap economies of scale and will have much better bargaining power in the domestic and international markets.
  2. A Vaccination Commission may be appointed by a government order or under directions of the Supreme Court of India to oversee the interstate allocation of vaccines, its pricing and its distribution between government sector and private sector.
  3. There should be only two channels of distribution of vaccines namely, government and private. There should be no distinction between the central and state governments. These should be considered together as one channel and pricing should be uniform for the government channel of vaccination. State governments may be allowed to prioritize the areas/ages for vaccination in their jurisdiction. For the private sector, pricing may differ according to the specific vaccines and their attributes.

The Center in its FY22 budget, had allocated INR35,000 crore for vaccination. This amount is meant to be transferred to the states[4]. Given that vaccination is associated with strong positive externalities, the central government has a primary role in ensuring country-wide coverage. If the Center becomes the only governmental agency to procure vaccines, the average price per vaccine would be much lower than if individual states get involved in floating global tenders. For vaccinating India’s total population aged 12 years and above at 108.5 crore, total required doses would be 217.0 crore considering two doses per person. At an average price of INR300 per dose, the total vaccination cost would be INR65,108 crore. If states’ involvement pushes up the average price to say INR500 per dose, total vaccination bill to the country would unnecessarily go up to INR1.09 lakh crore. This cost enhancement, which may be higher if the average vaccine price increases even more, is clearly avertible apart from avoiding the confusion ensuing from states’ involvement in vaccine procurement and implementation.

Show resources

  • Download full pdf for May 2021 issue of Economy Watch

Summary

A targeted policy for vaccination is likely to help India not only recover from COVID-19’s second and subsequent waves, but also help the economy recover faster. 

About this article

By D. K. Srivastava

EY India Chief Policy Advisor

A noted economist, D.K. Srivastava is an Honorary Professor at Madras School of Economics and Member of the Advisory Council to the 15th Finance Commission.

Related topics Tax COVID-19