India’s Consumption Data May Be Missing the Bigger Shift

India’s household consumption has been making the headlines lately – the numbers are up, the graphs are smiling, and the narrative seems straightforward: Indians are buying more, spending more, and the economy is humming along.

But as any economist will tell you over a cup of chai, the story isn’t that simple. The National Sample Survey Office’s latest Household Consumption Expenditure Survey shows rural per‑capita spending rose 9.3% in 2023‑24 to Rs 4,122, while urban spenders saw an 8.3% jump to Rs 6,996. Those are solid increases, no doubt. Yet the surveys stop short of asking a crucial question – where did that extra cash come from?

Was it a genuine rise in real incomes, a pleasant surprise in wages or agricultural returns? Or did families dip into their savings, tap credit cards, or pawn their gold to keep the consumption engine running? The distinction matters, because a rise powered by income points to durable demand, while one fueled by debt or depleted savings could be fragile.

Looking at the Reserve Bank of India’s Financial Stability Report, household debt jumped from 41.3% of GDP in March 2025 to 45.5% by September 2025. That’s a hefty climb in just six months. Even more telling, non‑housing retail loans – the kind that fund everyday purchases rather than a house or a farm – made up 58.4% of all household borrowing by March 2026. In other words, nearly half of what Indian families owe today is tied to consumption‑linked credit.

On paper, the balance sheet looks a bit healthier than a year ago. Net household financial savings rose to 7% of Gross National Disposable Income (GNDI) in 2024‑25, up from 5.8% the previous year, according to the RBI’s Annual Report. Gross financial savings slipped marginally, from 12.1% to 11.8% of GNDI, but the improvement in the net figure came almost entirely from a sharp fall in financial liabilities – down to 4.8% of GNDI from 6.4%.

Here’s where the puzzle deepens. The debt‑to‑GDP ratio climbed, while the liabilities‑to‑GNDI ratio fell, because the two metrics capture different slices of the picture – one a yearly flow, the other a stock built over many years. Unsecured lending, the least protected form of credit if incomes wobble, grew from roughly 18% of total bank credit in March 2016 to 25.3% in March 2024. Personal loans rose 15.8% year‑on‑year by June 2026, and gold‑loan originations exploded 103% in the quarter to March 2026, the fastest pace across retail credit segments.

It’s worth pausing on gold loans. Most households don’t borrow against jewellery to buy the next smartphone; they do it to bridge medical bills, cover an income gap, or meet an unexpected expense. So a surge in gold‑linked borrowing tells a very different story than a spike in financing for washing machines or refrigerators. Unfortunately, the RBI’s aggregate figures lump them together, leaving analysts guessing about the underlying motive.

Another wrinkle is the way the national accounts treat the “household” sector. MOSPI’s definitions include not just individuals but also sole‑proprietorships, partnerships and other unincorporated enterprises. A loan that shows up as a household liability might actually be working capital for a kirana shop or a farm input purchase, not a personal loan for a wedding.

This blending of consumption and small‑business financing creates a double‑edged signal for markets. When household credit grows, investors often cheer it as a sign of a confident consumer base, yet part of that credit could be fueling inventory restocking for tiny traders. The two scenarios have opposite implications for interest‑rate policy, but the RBI’s headline numbers don’t separate them.

Even the government’s own statements add a layer of nuance. In response to a Rajya Sabha query, Finance Minister of State Pankaj Chaudhary noted that household savings – physical and financial – rose to 21.7% of GDP in 2024‑25 from 20% in 2022‑23, translating to Rs 69.01 lakh crore. That’s a clear savings‑recovery narrative. At the same time, the Financial Stability Report flagged a shift toward unsecured, consumption‑linked borrowing. Both are true, but taken alone each paints an incomplete picture.

All of this matters for the Reserve Bank’s policy stance. The RBI trimmed the repo rate by 100 basis points to 5.25% over 2025‑26, aiming to boost demand. A lower policy rate makes new borrowing cheaper, but it does little for families already cash‑strapped and forced to pledge gold, nor does it differentiate a loan for a refrigerator from one used to restock a grocery aisle.

If a sizeable chunk of today’s consumption surge is credit‑driven rather than income‑driven, the transmission of rate cuts into real, durable‑goods demand will be weaker than standard models assume. At present, the RBI’s data infrastructure isn’t granular enough to tell us precisely how much of the spending lift is financed by wages versus debt.

In short, the upbeat consumption numbers hide a complex mix of rising incomes, savings recovery, and a noticeable tilt toward unsecured borrowing. Untangling these threads is essential for policymakers, investors, and anyone trying to gauge the true health of India’s domestic demand.