The fault lines in India’s consumer sentiment | Number Theory
Data for the rural and urban May 2026 rounds of the CCS was released by RBI on June 5.
India has so far avoided a big shock, either in terms of inflation or growth, on account of the war in West Asia. To be sure, an impact may become visible when growth numbers for the quarter ending June 2026 are released in August. However, one variable which does point to the war’s adverse effect on the economy is RBI’s Consumer Confidence Survey (CCS). Data for the rural and urban May 2026 rounds of the CCS was released by RBI on June 5. It shows a large drop in both rural and urban consumer confidence with the respective current situation index (CSI) dropping 5.3 and 7.4 points respectively for rural and urban areas between the January and May rounds. The West Asia war started on February 28. This makes it a good occasion to ask what exactly drives India’s consumer sentiment.

Consumer confidence passes the smell-test of economic environmentRBI has been conducting the urban CCS for more than a decade now. The rural version of the CCS was only started in September 2023. A long-term look at the trend in current perception on income data – it asks respondents whether their income has increased, decreased or stayed the same compared to last year – shows that it follows intuitive reasoning on the state of the economy. It suffered in the aftermath of the economic disruption of demonetisation and roll-out of Goods and Services Tax in 2016-17. It tanked during the Covid-19 pandemic when economic activity was badly hit. Since then, there has been a gradual recovery. What is also interesting about the current perception on income in CCS data is that almost half of the respondents report constant incomes while the rest of them report an improvement or deterioration during normal times. This underlines both stability and churn within the economy.
There is a class aspect to consumer sentiment in both cities and villagesOne of the best things about CCS data is that it provides income-wise disaggregation. It allows us to track sentiment for not just the overall economy but also its rich and poor constituents . Both the rural and urban versions of the CCS shows that the rich have done better on consumer sentiment than the poor. In the 16 rounds (starting May 2023) for which we have data for both rural and urban CCS, net sentiment (difference between those who reported an improvement and worsening) was negative in all rounds for bottom two income categories and positive for the top two income categories.
The middle-income groups seem to be doing better in villages than citiesThis is among the more interesting and counter-intuitive findings from CCS data. One would expect people in cities to show higher consumer sentiment given greater employment and income opportunities than villages. This seems to hold true for the really rich as well as really poor where net current perception in income in urban areas is mostly higher than the corresponding rural values. However, this trend seems to reverse itself when it comes to respondents in monthly income categories of ₹25,000-50,000 and ₹50,000- 1 lakh. These are income cohorts one would associate with proverbial middle-class households in India. What drives this relative disadvantage of urban sentiment among the middle classes in urban areas? Is it because this class commits to a higher expenditure than the poor but cannot earn enough to sustain it? Is it because expenses are higher in cities than villages for this income cohort? More data is needed than the CCS provides to answer this question.
To be sure, CCS data is based on perception rather than hard numbers like official statistics on GDP or consumption expenditure surveys. This means that there can be an element of subjectivity in the consumer sentiment data. However, this does not make the CCS trends insignificant. Perception and expectations play an important role in the economic decisions of both households as well as firms. India has done well during economic crisis to avoid absolute destitution among the really poor through welfare measures, but the consumer sentiment story underlines another set of challenges for the economy, both of the recent and the structural variety.
ABOUT THE AUTHORRoshan KishoreRoshan 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.Read More
ABOUT THE AUTHORShreya KhandelwalShreya Khandelwal is a trainee (data) at Hindustan Times and part of the team that produces Number Theory, a daily data story feature of the paper’s print edition. Her primary responsibility on the team is to cover economic stories using publicly-available datasets. She also contributes to reporting on the economy for the newspaper's business section. Before joining the Hindustan Times newsroom in June 2026, she completed her MA in Economics from Azim Premji University and BA (Prog.) in Economics and Mathematics from Jesus and Mary College, University of Delhi. During her master's, she interned at the Centre for Analytical Finance (Indian School of Business), where she provided inputs on the industrial sector for the Telangana Rising 2047 vision project and the Council on Energy, Environment and Water (CEEW) where she worked on industrial pathways in developed and developing countries and foreign trade agreements.Read More

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