Applications for the LAMP Fellowship 2025-26 will open on December 1, 2024. Sign up here to be notified when applications open.

In April 2020, the International Labour Organisation (ILO) estimated that nearly 2.5 crore jobs could be lost worldwide due to the COVID-19 pandemic in 2020.  Further, it observed that more than 40 crore informal workers in India may get pushed into deeper poverty due to the pandemic.  In this blog post, we discuss the effect of COVID-19 on unemployment in urban areas as per the quarterly Periodic Labour Force Survey (PLFS) report released last week, and highlight some of the measures taken by the central government with regard to unemployment.

Methodology for estimating unemployment in PLFS reports

The National Statistics Office (NSO) released its latest quarterly PLFS report for the October-December 2020 quarter.  The PLFS reports give estimates of labour force indicators including Labour Force Participation Rate (LFPR), Unemployment Rate, and distribution of workers across industries.  The reports are released on a quarterly as well as annual basis.  The quarterly reports cover only urban areas whereas the annual report covers both urban and rural areas.  The latest annual report is available for the July 2019-June 2020 period.

The quarterly PLFS reports provide estimates based on the Current Weekly Activity Status (CWS).  The CWS of a person is the activity status obtained during a reference period of seven days preceding the date of the survey.  As per CWS status, a person is considered as unemployed in a week if he did not work even for at least one hour on any day during the reference week but sought or was available for work.  In contrast, the headline numbers on employment-unemployment in the annual PLFS reports are reported based on the usual activity status.  Usual activity status relates to the activity status of a person during the reference period of the last 365 days preceding the date of the survey.

Unemployment rate remains notably higher than the pre-COVID period 

To contain the spread of COVID-19, a nationwide lockdown was imposed from late March till May 2020.   During the lockdown, severe restrictions were placed on the movement of individuals and economic activities were significantly halted barring the activities related to essential goods and services.  Unemployment rate in urban areas rose to 20.9% during the April-June quarter of 2020, more than double the unemployment rate in the same quarter the previous year (8.9%).  Unemployment rate refers to the percentage of unemployed persons in the labour force.  Labour force includes persons who are either employed or unemployed but seeking work.  The lockdown restrictions were gradually relaxed during the subsequent months.   Unemployment rate also saw a decrease as compared to the levels seen in the April-June quarter of 2020.  During the October-December quarter of 2020 (latest data available), unemployment rate had reduced to 10.3%.  However, it was notably higher than the unemployment rate in the same quarter last year (7.9%).

Figure 1: Unemployment rate in urban areas across all age groups as per current weekly activity status (Figures in %)

 image

Note: PLFS includes data for transgenders among males.
Sources: Quarterly Periodic Labour Force Survey Reports, Ministry of Statistics and Program Implementation; PRS.

Recovery post-national lockdown uneven in case of females

Pre-COVID-19 trends suggest that the female unemployment rate has generally been higher than the male unemployment rate in the country (7.3% vs 9.8% during the October-December quarter of 2019, respectively).  Since the onset of the COVID-19 pandemic, this gap seems to have widened.   During the October-December quarter of 2020, the unemployment rate for females was 13.1%, as compared to 9.5% for males.

The Standing Committee on Labour (April 2021) also noted that the pandemic led to large-scale unemployment for female workers, in both organised and unorganised sectors.  It recommended: (i) increasing government procurement from women-led enterprises, (ii) training women in new technologies, (iii) providing women with access to capital, and (iv) investing in childcare and linked infrastructure.

Labour force participation

Persons dropping in and out of the labour force may also influence the unemployment rate.  At a given point of time, there may be persons who are below the legal working age or may drop out of the labour force due to various socio-economic reasons, for instance, to pursue education.  At the same time, there may also be discouraged workers who, while willing and able to be employed, have ceased to seek work.  Labour Force Participation Rate (LFPR) is the indicator that denotes the percentage of the population which is part of the labour force.  The LFPR saw only marginal changes throughout 2019 and 2020.  During the April-June quarter (where COVID-19 restrictions were the most stringent), the LFPR was 35.9%, which was lower than same in the corresponding quarter in 2019 (36.2%).  Note that female LFPR in India is significantly lower than male LFPR (16.6% and 56.7%, respectively, in the October-December quarter of 2019).

Figure 2: LFPR in urban areas across all groups as per current weekly activity status (Figures in %)

image

Note: PLFS includes data for transgenders among males.
Sources: Quarterly Periodic Labour Force Survey Reports, Ministry of Statistics and Program Implementation; PRS.

Measures taken by the government for workers

The Standing Committee on Labour in its report released in August 2021 noted that 90% of workers in India are from the informal sector.  These workers include: (i) migrant workers, (ii) contract labourers, (iii) construction workers, and (iv) street vendors.  The Committee observed that these workers were worst impacted by the pandemic due to seasonality of employment and lack of employer-employee relationship in unorganised sectors.  The Committee recommended central and state governments to: (i) encourage entrepreneurial opportunities, (ii) attract investment in traditional manufacturing sectors and developing industrial clusters, (iii) strengthen social security measures, (iv) maintain a database of workers in the informal sector, and (v) promote vocational training.  It took note of the various steps taken by the central government to support workers and address the challenges and threats posed by the COVID-19 pandemic (applicable to urban areas): 

  • Under the Pradhan Mantri Garib Kalyan Yojana (PMGKY), the central government contributed both 12% employer’s share and 12% employee’s share under Employees Provident Fund (EPF).  Between March and August 2020, a total of Rs 2,567 crore was credited in EPF accounts of 38.85 lakhs eligible employees through 2.63 lakh establishments.
     
  • The Aatmanirbhar Bharat Rozgar Yojna (ABRY) Scheme was launched with effect from October 2020 to incentivise employers for the creation of new employment along with social security benefits and restoration of loss of employment during the COVID-19 pandemic.  Further, statutory provident fund contribution of both employers and employees was reduced to 10% each from the existing 12% for all establishments covered by EPF Organisation for three months.  As of June 30, 2021, an amount of Rs 950 crore has been disbursed under ABRY to around 22 lakh beneficiaries.
     
  • The unemployment benefit under the Atal Beemit Vyakti Kalyan Yojana (launched in July 2018) was enhanced from 25% to 50% of the average earning for insured workers who have lost employment due to COVID-19.
     
  • Under the Prime Minister’s Street Vendor’s Aatma Nirbhar Nidhi (PM SVANidhi) scheme, the central government provided an initial working capital of up to Rs 10,000 to street vendors.  As of June 28, 2021, 25 lakh loan applications have been sanctioned and Rs 2,130 crore disbursed to 21.57 lakh beneficiaries.

The central and state governments have also taken various other measures, such as increasing spending on infrastructure creation and enabling access to cheaper lending for businesses, to sustain economic activity and boost employment generation.

The Finance Minister, Ms. Nirmala Sitharaman, presented the Union Budget for the financial year 2019-20 in Parliament on July 5, 2019.  In the 2019-20 budget, the government presented the estimates of its expenditure and receipts for the year 2019-20.  The budget also gave an account of how much money the government raised or spent in 2017-18.  In addition, the budget also presented the revised estimates made by the government for the year 2018-19 in comparison to the estimates it had given to Parliament in the previous year’s budget.

What are revised estimates?

Some of the estimates made by the government might change during the course of the year.  For instance, once the year gets underway, some ministries may need more funds than what was actually allocated to them in the budget, or the receipts expected from certain sources might change.  Such deviations from the budget estimates get reflected in the figures released by the government at later stages as part of the subsequent budgets.  Once the year ends, the actual numbers are audited by the Comptroller and Auditor General of India (CAG), post which they are presented to Parliament with the upcoming budget, i.e. two years after the estimates are made.

For instance, estimates for the year 2018-19 were presented as part of the 2018-19 budget in February 2018.  In the 2019-20 interim budget presented in February 2019 (10 months after the financial year 2018-19 got underway), the government revised these estimates based on the actual receipts and expenditure accounted so far during the year and incorporated estimates for the remaining two months.

The actual receipts and expenditure accounts of the central government are maintained by the Controller General of Accounts (CGA), Ministry of Finance on a monthly basis.  In addition to the monthly accounts, the CGA also publishes the provisional unaudited figures for the financial year by the end of the month of May.  Once these provisional figures are audited by the CAG, they are presented as actuals in next year’s budget.  The CGA reported the figures for 2018-19 on May 31, 2019.[1]  The Economic Survey 2018-19 presented on July 4, 2019 uses these figures.[2] 

The budget presented on July 5 replicates the revised estimates reported as part of the interim budget (February 1, 2019).  Thus, it did not take into account the updated figures for the year 2018-19 from the CGA.

Table 1 gives a comparison of the 2018-19 revised estimates presented by the central government in the budget with the provisional unaudited figures maintained by the CGA for the year 2018-19.[3]

Table 1:  Budget at a Glance: Comparison of 2018-19 revised estimates with CGA figures (unaudited) (Rs crore)

 

Actuals
2017-18

Budgeted
2018-19

Revised
2018-19

Provisional
2018-19

Difference
(RE 2018-19 to Provisional 2018-19)

Revenue Expenditure

18,78,833

 21,41,772

 21,40,612

20,08,463

-1,32,149

Capital Expenditure

2,63,140

 3,00,441

 3,16,623

3,02,959

-13,664

Total Expenditure

21,41,973

 24,42,213

 24,57,235

23,11,422

 -1,45,813

Revenue Receipts

14,35,233

 17,25,738

 17,29,682

15,63,170

-1,66,512

Capital Receipts

 1,15,678

 92,199

 93,155

1,02,885

9,730

of which:

 

 

 

 

 

Recoveries of Loans

 15,633

 12,199

 13,155

17,840

4,685

Other receipts (including disinvestments)

 1,00,045

 80,000

 80,000

85,045

5,045

Total Receipts (without borrowings)

15,50,911

 18,17,937

 18,22,837

16,66,055

-1,56,782

Revenue Deficit

 4,43,600

 4,16,034

 4,10,930

4,45,293

34,363

% of GDP

2.6

2.2

2.2

2.4

 

Fiscal Deficit

 5,91,062

 6,24,276

 6,34,398

6,45,367

10,969

% of GDP

3.5

3.3

3.4

3.4

 

Primary Deficit

 62,110

 48,481

 46,828

62,692

15,864

% of GDP

0.4

0.3

0.2

0.3

 

Sources:  Budget at a Glance, Union Budget 2019-20; Controller General of Accounts, Ministry of Finance; PRS.

The 2018-19 provisional figures for revenue receipts is Rs 15,63,170 crore, which is Rs 1,66,512 crore less than the revised estimates.  This is largely due to Rs 1,67,455 crore shortfall in centre’s net tax revenue between the revised estimates and the provisional estimates (Table 2).

Major taxes which see a shortfall between the gross tax revenue presented in the revised estimates vis-à-vis the provisional figures are income tax (Rs 67,346 crore) and GST (Rs 59,930 crore).  Non-tax revenue and disinvestment receipts as per the provisional figures are higher than the revised estimates.

Table 2:  Break up of central government receipts: Comparison of 2018-19 RE with CGA figures (unaudited) (Rs crore)

 

Actuals
2017-18

Budgeted
2018-19

Revised
2018-19

Provisional
2018-19

Difference
(RE 2018-19 to Provisional 2018-19)

Gross Tax Revenue

19,19,009

22,71,242

22,48,175

20,80,203

-1,67,972

of which:

 

 

 

 

 

Corporation Tax

5,71,202

6,21,000

6,71,000

6,63,572

-7,428

Taxes on Income

4,30,772

5,29,000

5,29,000

4,61,654

-67,346

Goods and Services Tax

4,42,562

7,43,900

6,43,900

5,83,970

-59,930

Customs

1,29,030

1,12,500

1,30,038

1,17,930

-12,108

Union Excise Duties

2,59,431

2,59,600

2,59,612

2,30,998

-28,614

A. Centre's Net Tax Revenue

12,42,488

14,80,649

14,84,406

13,16,951

-1,67,455

B. Non Tax Revenue

1,92,745

2,45,089

2,45,276

2,46,219

943

of which:

 

 

 

 

 

Interest Receipts

13,574

15,162

12,047

12,815

768

Dividend and Profits

91,361

1,07,312

1,19,264

1,13,424

-5,840

Other Non-Tax Revenue

87,810

1,22,615

1,13,965

1,19,980

6,015

C. Capital Receipts (without borrowings)

1,15,678

92,199

93,155

1,02,885

9,730

of which:

 

 

 

 

 

Disinvestment

1,00,045

80,000

80,000

85,045

5,045

Receipts (without borrowings) (A+B+C)

15,50,911

18,17,937

18,22,837

16,66,055

-1,56,782

Borrowings

5,91,062

6,24,276

6,34,398

6,45,367

10,969

Total Receipts (including borrowings)

21,41,973

24,42,213

24,57,235

23,11,422

-1,45,813

Note:  Centre’s net tax revenue is gross tax revenue less share of states in central taxes.  Figures for GST include receipts from the GST compensation cess.  Note that GST was levied for a nine-month period during the year 2017-18, starting July 2017.

Sources:  Receipts Budget, Union Budget 2019-20; Controller General of Accounts, Ministry of Finance; PRS.

While the provisional figures show a considerable decrease in receipts (Rs 1,56,782 crore) as compared to the revised estimates, fiscal deficit has not shown a comparable increase.  Fiscal deficit is estimated to be Rs 10,969 crore higher than the revised estimates as per the provisional accounts.

On the expenditure side, the total expenditure as per the provisional figures show a decrease of Rs 1,45,813 crore as compared to the revised estimates.  Certain Ministries and expenditure items have seen a decrease in expenditure as compared to the revised estimates made by the government.  As per the provisional accounts, the expenditure of the Ministry of Agriculture and Farmers’ Welfare and the Ministry of Consumer Affairs, Food and Public Distribution are Rs 22,133 crore and Rs 70,712 crore lower than the revised estimates, respectively.  The decrease in the Ministries’ expenditure as a percentage of the revised estimates are 29% and 39%, respectively.  The food subsidy according to CGA was Rs 1,01,904 crore, which was Rs 69,394 crore lower than the revised estimates for the year 2018-19 given in the budget documents.

 

[1] “Accounts of the Union Government of India (Provisional/Unaudited) for the Financial Year 2018-19”, Press Information Bureau, Ministry of Finance, May 31, 2019.

[2] Fiscal Developments, Economic Survey 2018-19, https://www.indiabudget.gov.in/economicsurvey/doc/vol2chapter/echap02_vol2.pdf.

[3] Controller General of Accounts, Ministry of Finance, March 2018-19, http://www.cga.nic.in/MonthlyReport/Published/3/2018-2019.aspx.