Explainer: Why India’s pandemic data is vastly undercounted

Published
12
The body of a Covid-19 victim lies covered in white cloth next to a burning pyre of another victim at a cremation ground in Prayagraj, India, May 1. — AP
The body of a Covid-19 victim lies covered in white cloth next to a burning pyre of another victim at a cremation ground in Prayagraj, India, May 1. — AP

Even after more than a year of devastating coronavirus surges across the world, the intensity and scale of India’s current crisis stand out, with patients desperate for short supplies of oxygen, pleas for help from overwhelmed hospitals, and images of body bags and funeral pyres.

The body of a Covid-19 victim is wheeled in a ground that has been converted into a crematorium in New Delhi, India, May 1, 2021. — AP
The body of a Covid-19 victim is wheeled in a ground that has been converted into a crematorium in New Delhi, India, May 1, 2021. — AP

As daily case counts soar far beyond what other countries have reported, experts caution the official Covid-19 numbers from the world’s second most populous country are likely a massive undercount. But why is India’s data considered inaccurate? Is the data any less accurate than what other nations report? And which numbers give a good indication of the crisis?

A patient suffering from the coronavirus disease receives treatment inside the casualty ward at a hospital in New Delhi, India, May 1, 2021. — Reuters
A patient suffering from the coronavirus disease receives treatment inside the casualty ward at a hospital in New Delhi, India, May 1, 2021. — Reuters

Is India counting every case?

India is not counting every coronavirus case, but no nation can. Around the world, official tallies generally report only confirmed cases, not actual infections. Cases are missed because testing is so haphazard and because some people infected by the coronavirus experience mild or even no symptoms.

The more limited the testing, the more cases are being missed. The World Health Organisation says countries should be doing 10 to 30 tests per confirmed case.

People gather to receive Covid-19 vaccine at a medical facility in Prayagraj, India, May 1, 2021. — AP
People gather to receive Covid-19 vaccine at a medical facility in Prayagraj, India, May 1, 2021. — AP

India is doing about five tests for every confirmed case, according to Our World in Data, an online research site. The US is doing 17 tests per confirmed case. Finland is doing 57 tests per confirmed case.

"There are still lots of people who are not getting tested," said Dr Prabhat Jha of the University of Toronto. "Entire houses are infected. If one person gets tested in the house and reports they’re positive and everyone else in the house starts having symptoms, it’s obvious they have Covid, so why get tested?"

Jha estimates, based on modelling from a previous surge in India, that the true infection numbers could be 10 times higher than the official reports.

Covid-19 patients receive oxygen outside a gurdwara, New Delhi, India, May 1, 2021. — AP
Covid-19 patients receive oxygen outside a gurdwara, New Delhi, India, May 1, 2021. — AP

What about deaths?

Deaths are a better indicator of the shape of the pandemic curve, Jha said, but there are problems with the data here too.

"The biggest gap is what’s going on in rural India," Jha said. In the countryside, people often die at home without medical attention, and these deaths are vastly underreported. Families bury or cremate their loved ones themselves without any official record. Seventy per cent of the nation’s deaths from all causes occur in rural India in any given year.

Relatives prepare to cremate Covid-19 victims at a ground that has been converted into a crematorium in New Delhi, India, May 1, 2021. — AP
Relatives prepare to cremate Covid-19 victims at a ground that has been converted into a crematorium in New Delhi, India, May 1, 2021. — AP

Counting rural deaths can be done, as Jha’s work with the Million Death Study has shown. The pre-pandemic project used in-person surveys to count deaths in rural India, capturing details of symptoms and circumstances with results of the "verbal autopsies" reviewed and recorded by doctors.

Many low and middle-income countries have similar undercounts of death data, Jha said, but India could do better.

"It’s a country that’s got a space programme. Just counting the dead is a basic function," he said. "India should be doing much, much better."

Covid-19 patients receive oxygen outside a gurdwara, New Delhi, India, May 1, 2021. — AP
Covid-19 patients receive oxygen outside a gurdwara, New Delhi, India, May 1, 2021. — AP

Does it matter?

Knowing the size and scope of the outbreak and how it is changing helps governments and health officials plan their responses.

Even with the known problems with the data, the trajectory of Covid-19 cases and deaths in India is an alarming reminder of how the virus can rocket through a largely unvaccinated population when precautions are lifted.

"What happens in India matters to the entire world," said Dr Amita Gupta, chair of the Johns Hopkins India Institute in a Facebook conversation on Thursday. "We care from a humanitarian perspective, a public health perspective, and a health security perspective."

A relative of a person who died of Covid-19 mourns at a crematorium in Jammu, India, April 30, 2021. — AP
A relative of a person who died of Covid-19 mourns at a crematorium in Jammu, India, April 30, 2021. — AP

Opinion

Editorial

Kashmir unresolved
Updated 30 Sep, 2026

Kashmir unresolved

The just solution lies in India addressing the issue through a trilateral dialogue involving the legitimate representatives of the Kashmiri people and Pakistan.
Water shortage
30 Sep, 2026

Water shortage

THAT the country is entering the Rabi season with an anticipated water shortage of nearly 25pc, the lowest carryover...
Young hearts
30 Sep, 2026

Young hearts

THE observance may have passed, but the message of World Heart Day should not fade with it. The occasion is a useful...
Terror and politics
Updated 29 Sep, 2026

Terror and politics

There is an urgent need to tone down the rhetoric and tackle terrorism as a collective challenge for both the affected provinces and the federation.
Watching the glaciers
29 Sep, 2026

Watching the glaciers

THE latest signs from Pakistan’s mountains are worrying. Suparco says the number of unfrozen glacial lakes it...
Dangerous agenda
29 Sep, 2026

Dangerous agenda

AS the world remains fixated on the US-Iran conflict, elsewhere in the Middle East, Israel is consolidating its grip...