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Number theory: The state of India’s consumption at the end of FY 2022-23

India’s GDP suffered a contraction of 5.8% in 2020-21, largely a result of the economic disruption of the 68-day long lockdown which began on March 24, 2020.

Published on: Mar 30, 2023, 23:41:13 IST
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Fiscal year 2022-23 will come to an end on March 31. The second advance estimates for 2022-23 GDP were released on February 29. The provisional GDP estimates for 2022-23, along with the March quarter numbers, will only be released in the last week of May. However, the end of the fiscal year is a good time to take stock of the economy, and given the pandemic’s disruption, the extent of post-pandemic recovery. HT’s data and political economy team will try and do this in a three-part series. The first part will look at private consumption (it accounts for more than half of India’s GDP), the second, investment and the third, wider market conditions facing the Indian economy.

The second advance estimates for 2022-23 GDP were released on February 29. (Representative image)
The second advance estimates for 2022-23 GDP were released on February 29. (Representative image)

Annual GDP numbers suggest that consumption is driving economic recovery …

Numbers show this clearly. India’s GDP suffered a contraction of 5.8% in 2020-21, largely a result of the economic disruption of the 68-day long lockdown which began on March 24, 2020. The hit to private final consumption expenditure (PFCE), however, was smaller than other components of GDP. Even the post-pandemic recovery -- if one were to use the 2019-20 numbers as the benchmark -- shows that the PFCE component of GDP has had a much bigger recovery than others.

Growth of PFCE and other GDP components over 2019-20.

… but numbers for the December quarter suggest that consumption is losing momentum.

Growth in PFCE (year-on-year, in%).

IIP numbers suggest that the manufacturing part of consumption demand is still to recover from pre-pandemic levels.

Index of Industrial Production (IIP) numbers are available till January 2023. The headline IIP number in 2022-23 (April-January) has grown by 5.6% compared to the corresponding pre-pandemic period of 2019-20. However, the consumer goods sub-category of IIP – it has a share of 28.2% in the IIP basket – is still 2.7% lower than its pre-pandemic value. The deficit over pre-pandemic values is significantly bigger in case of consumer durables, which is to be expected, as most of these items represent discretionary consumption unlike essential items most of which are non-durable in nature.

IIP recovery over pre-pandemic numbers.

To be sure, RBI data on consumer confidence suggests that things aren’t going downhill

RBI’s consumer confidence survey (CCS) seeks responses on perception about essential and non-essential spending. While net current perception – it is the difference between share of respondents who reported an improvement and worsening compared to a year ago – on non-essential spending continues to be negative, the trajectory shows an ongoing improvement. To be sure, CCS is only conducted in cities and therefore does not tell us anything about the state of rural consumption demand.

Perception of non-essential spending.

Data which we do not have

Many economists have described India’s post-pandemic recovery as K-shaped where the rich (firms and individuals) have done well for themselves but the poor are still struggling. While there is anecdotal evidence about consumption demand of the rich doing well and that of the poor remaining weak, there is no official data to answer this question conclusively. This would not have been the case if India had high frequency surveys like the Periodic Labour Force Survey (PLFS) for measured consumption spending as well. There is no reason why we should not have such a survey.

 
ABOUT THE AUTHOR
Roshan Kishore

Roshan Kishore is the Data and Political Economy Editor at Hindustan Times. He heads the newsroom's data journalism team, which produces Number Theory, a daily data-driven feature for the print edition and the HT app. Number Theory uses data analysis and story-telling based on it to add value to the newsroom’s daily coverage by putting stories in a larger context on a range of issues, including politics, macroeconomy, markets, global affairs and climate. Under his leadership HT’s data journalism work has established itself as a niche product in Indian journalism and pushed the boundaries of marrying academic rigour with news sense and speed. Along with writing and editing data stories, he has also been writing a weekly political economy column called Terms of Trade for HT Premium. A trained economist with an MPhil degree from Jawaharlal Nehru University, Kishore has also been a visiting fellow at the Centre for Advanced Studies of India (CASI) at the University of Pennsylvania. Along with his journalistic work, his writings have also appeared in journals such as the Economic and Political Weekly and working papers for CASI and UNESCAP.

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