RBI papers show why Indian households feel inflation before official data catches up

Summary

The video argues that household inflation perceptions—although typically higher and less precise than official inflation data—can serve as useful early-warning signals and, once calibrated, improve inflation forecasts.

Inflation and monetary policy

• September retail inflation was 5.54%, up from 4.83% in August. Food inflation was 7.74%, and onion prices had more than doubled year over year.
• CRISIL’s tracker put the cost of a home-cooked vegetarian thali about 10% higher year over year in September, reflecting higher prices for onions, vegetable oil, rice, and LPG.
• The repo rate rose from 5.25% to 5.5%, its first increase since February 2023. The presenter interprets the move as an attempt to act before inflation concerns become more entrenched. Higher rates make borrowing costlier and may eventually increase what banks pay depositors.
• In the RBI’s July survey, households estimated current inflation at about 7.8%, above the official rate. Their typical one-year inflation expectation was about 9.4%.
• The average rate on new fixed deposits in August was about 5.67%. Compared with the July household expectation of 9.4% inflation, that implies an approximate negative expected real return of 3.7 percentage points. The video explains that a 7% deposit rate against 7% inflation would leave purchasing power roughly unchanged.
• Despite that gap, the video says there had not yet been a flight from bank deposits: fixed deposits had risen from roughly 55% to nearly 62% of bank deposits since 2022. The presenter warns that a shift toward other assets could reduce funding available for business loans and investment.
• An earlier RBI study found that during the high-inflation years of 2012–13, some savings appeared to move toward gold and property.

RBI surveys and forecasting

Every two months, the RBI surveys roughly 6,000 households in 19 Indian cities, asking how quickly prices are rising now and how quickly they expect them to rise over the next three months and the next year.

Household answers often cluster at round figures such as 5%, 10%, and 15%. The video presents this rounding not simply as careless measurement, but as a possible signal of uncertainty or unease about prices.

A 2024 RBI working paper by Purnima Shaw and R.K. Sinha found that rounded responses can contain useful information about where inflation is headed. After mapping household answers against actual inflation and adjusting for their biases, researchers found that the resulting forecasts performed well:

• From late 2020 to early 2024, adjusted household-based forecasts missed inflation one year ahead by less than 1 percentage point on average.
• Professional forecasters missed by about 1.7 percentage points and tended to underestimate inflation.
• Since COVID, household-based forecasts reportedly got the direction of inflation right about 65% of the time, compared with 39% for professionals. Before COVID, professionals had been better at identifying turning points.

During the April–May 2020 lockdown, price collection was disrupted and state-level inflation figures were unavailable. RBI researchers used telephone survey responses to reconstruct estimates. Aggregated across states, their estimates came within about 0.2 percentage points of the official all-India figure, suggesting the survey could help fill gaps in price data.

How household responses can be used

The video outlines a framework for treating household survey responses as a signal:

1. Collect perceptions of current and expected price changes.
2. Treat raw answers cautiously: households tend to overstate inflation and round their responses.
3. Use the pattern of answers, including how often respondents round, as a measure of uncertainty.
4. Calibrate the responses against actual inflation.
5. Use the adjusted series as a forecasting input and, when data are missing, as a potential backup indicator.

The explanation offered is adaptive expectations: people form beliefs about future prices partly from what they have recently paid. Food and fuel feature prominently in Indian households’ experience. Frequently noticed items such as pulses and spices can influence expectations more than their official index weights might suggest.

The video also connects inflation expectations to saving choices: if households expect high inflation, they may be less inclined to hold fixed deposits because they perceive the real returns as low. The presenter argues that central-bank communication matters, and that RBI messages may shape expectations more effectively when expressed in plain language and reach households beyond financial markets.

Assets, instruments, and areas mentioned

Repo rate; fixed deposits and bank deposits; gold; property; loans; food prices, including onions, pulses, spices, rice, and vegetable oil; LPG and fuel; banking; manufacturing; and small businesses.

Disclosures

No explicit “not financial advice” disclaimer is stated. The presenter’s comments about the RBI’s rate-hike rationale are framed as her interpretation.

Presenter and sources

Presenter: Bidisha Bhattacharya, ThePrint.

Sources and references mentioned: RBI household inflation-expectations surveys and working papers, including research by Purnima Shaw and R.K. Sinha; CRISIL’s monthly thali tracker; and work or ideas attributed to Manfred Krifka, Carola Binder, Philip Cagan, Milton Friedman, Ulrike Malmendier, Stefan Nagel, Robert Hall, Michael Woodford, and Gauti Eggertsson. The video also refers to a German inflation-perceptions survey.