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Coronavirus Outbreak Explained: Here’s India’s Current COVID-19 Status, Using The ‘R’ Rate Method

The ‘R’ or the Reproduction Rate is a measure of how many people are infected by one infected person; where a declining R rate means the spread of COVID-19 is reducing and an upward trend in the R rate means the spread is increasing

COVID-19 Recoveries 3.5 Times More Than Active Cases In India
  • R rate is the measure of how many people can one person infect
  • Target for all states and country as a whole is to have 'R' below 1.0
  • India’s average R rate is around 1.06, which shows an improvement

Prime Minister Narendra Modi, during the latest COVID-19 review meeting on August 11, said that the ten worst affected states, account for 80 per cent of the active coronavirus cases in India. These ten states include Andhra Pradesh, Karnataka, Tamil Nadu, West Bengal, Maharashtra, Punjab, Bihar, Gujarat, Telangana, and Uttar Pradesh, where the PM said, if the virus is defeated, then the country will also emerge victorious, in its fight against the pandemic. The coronavirus attacks different regions of a country with differing intensity, but how does the country overall fare at present? The experts are using the ‘R’ rate, a method used by several countries, to measure India’s progress in managing the pandemic.

In simple terms, the ‘R’, or the Reproduction Rate, measures how infectious the coronavirus is, as it is a measure of how many people are infected by one infected person.

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Professor Sitabhra Sinha of the Institute of Mathematical Sciences, Chennai, has published his work on modelling and measuring ‘R’ factor in various international journals. Professor Sinha helped NDTV in analysing the R rate or the coronavirus in national and state perspective.

A declining trend of ‘R’ indicates that the state is winning the battle as the ‘R’ rate is falling i.e. the virus is not spreading or is not as infectious as earlier. Whereas, a rising trend of ‘R’ indicates that the virus is spreading faster.

If ‘R’ is 2.0, it indicates that one person who is infected with COVID-19 will on average infect two other people. Those two persons will each go on to infect another two persons – and so the infection spreads exponentially in society resulting in a pandemic. It is crucially important to ensure ‘R’ falls below 1.0, that is, one infected person spreads the virus to fewer than one other person. Only when the R falls below 1.0 will the pandemic slowly fade away.

Using the ‘R’ rate, we look at the status of coronavirus in 20 large states and Union Territories (UT) of India. The first target for all states is to have ‘R’ below 1.0.

Also Read: Why Is India Experiencing Spike In COVID-19 Cases? Dr Randeep Guleria OF AIIMS Explains

States With Declining ‘R’ Rate

Ten of the larger states/UTs in India have the ‘R’ showing a declining trend. These are Andhra Pradesh, Gujarat, Jammu and Kashmir, Jharkhand, Odisha, Telangana, Karnataka, Kerala, Maharashtra and Madhya Pradesh.

Coronavirus Outbreak Explained: Here’s India’s Current COVID-19 Status, Using The ‘R’ Rate Method

States With Declining ‘R’ Rate

Of these ten states, Gujarat, Jharkhand and Jammu and Kashmir have the ‘R’ below 1.

However, this doesn’t mean the states have successfully won the fight against the pandemic, as the trends for Telangana show that the ‘R’ fell below 1.0 for a while (in the third week of July) and then spiked again.

As per the data, Telangana needs a policy effort to bring the ‘R’ back down to under 1.0 to ensure that the spread of the virus slows down. Whereas, there are some worrying signs in Maharashtra and Madhya Pradesh that the encouraging downward trend of ‘R’ may have halted – urgent measures are needed to ensure that the downward trend continues.

Also Read: India’s Single-Day Count Of COVID-19 Cases More Than That Of US, Brazil In Past 7 Days: WHO Data

States Displaying A Sudden Spike

In six of the larger states of India, there are some indicators of a new spike or a surge in the spread of the coronavirus, as per the R rate methodology. These six states are Assam, Chhattisgarh, Haryana, Delhi, Rajasthan and Tamil Nadu.

Coronavirus Outbreak Explained: Here’s India’s Current COVID-19 Status, Using The ‘R’ Rate Method

States Displaying A Sudden Spike

Assam and Chhattisgarh had brought ‘R’ down to under 1.0, in the initial days of the pandemic, but in the last two weeks, the ‘R’ has risen above 1.30.

As per the data analysis, Delhi has been the most successful state in ‘flattening the curve’ of coronavirus cases, but there is a significant new concern as per the ‘R’ trend of the national capital.
While the level of ‘R’ in Delhi is still low, in the last two weeks, there has been a rise in ‘R’ from 0.75 to 1.05.

Among the most successful states in combating the coronavirus has been Tamil Nadu, but, like Delhi, there has been a rise in R recently – and even though the level of R is still around 1.0, the trend may be rising further.

Also Read: If COVID-19 Is Defeated In The 10 Worst Hit States, The Entire Country Will Emerge Victorious: Prime Minister Narendra Modi

States With High ‘R’ Rate

The four most worrying states in India are Bihar, West Bengal, Punjab and Uttar Pradesh, as per the R rate indicators. In these states, the virus does not appear to be under control, as seen with the ‘R’ rate.

Coronavirus Outbreak Explained: Here’s India’s Current COVID-19 Status, Using The ‘R’ Rate Method

States With High ‘R’ Rate

Of these four states, Bihar seems to be the most worrying state of the lot, as the state’s R rate remains high. Punjab seemed to have somewhat controlled the virus about two-months ago, but the current ‘R’ rate indicates that the virus could spread again rapidly.

West Bengal’s data shows a second surge, which has taken the ‘R’ on the higher side. Lastly, as per the trends, Uttar Pradesh, has had a consistently high ‘R’ rate, and despite the recent downturn in ‘R’, the level remains high.

Also Read: As Fight Against COVID-19 Intensifies, Healthcare Professionals Push For A Policy To Tackle Future Pandemics

When it comes to the all-India average, ‘R’ indicates that contrary to the widely-held view that the virus is out of control in India, the situation in India appears to be improving, with the R falling from 1.19 to 1.05.

Coronavirus Outbreak Explained: Here’s India’s Current COVID-19 Status, Using The ‘R’ Rate Method

India’s overall status

The rate of increase in new COVID cases is finally falling. A decline in the percentage increase – rather than a decline in absolute numbers – is the first indication of a possible “flattening of the curve” of the pandemic, as per the data.

This daily percentage decline appears to be a continuing trend so far – it has dropped from 3.7 per cent only a few weeks ago to 2.3 per cent currently.

Yet, even this rate of increase is by far the highest in the world, so it is imperative that this declining trend continues. At the current rate of increase, India will overtake Brazil in the total number of COVID cases by mid-September and could even overtake the United States by early October. If this declining trend continues and hopefully strengthens, this outcome will be avoided.

The level of fatality rate in India has consistently been lower than in most countries, as the data suggests. The world average is 3.5 per cent to 4 per cent with some countries at a much higher level, like Italy at 14 per cent and Spain at 10 per cent.

India is also seeing a trend of lower and lower fatalities, especially over the last three-four weeks, falling from 2.4 per cent to 1.9 per cent.

NDTV – Dettol Banega Swasth India campaign is an extension of the five-year-old Banega Swachh India initiative helmed by Campaign Ambassador Amitabh Bachchan. It aims to spread awareness about critical health issues facing the country. In wake of the current COVID-19 pandemic, the need for WASH (WaterSanitation and Hygiene) is reaffirmed as handwashing is one of the ways to prevent Coronavirus infection and other diseases. The campaign highlights the importance of nutrition and healthcare for women and children to prevent maternal and child mortality, fight malnutrition, stunting, wasting, anaemia and disease prevention through vaccines. Importance of programmes like Public Distribution System (PDS), Mid-day Meal Scheme, POSHAN Abhiyan and the role of Aganwadis and ASHA workers are also covered. Only a Swachh or clean India where toilets are used and open defecation free (ODF) status achieved as part of the Swachh Bharat Abhiyan launched by Prime Minister Narendra Modi in 2014, can eradicate diseases like diahorrea and become a Swasth or healthy India. The campaign will continue to cover issues like air pollutionwaste managementplastic banmanual scavenging and sanitation workers and menstrual hygiene


Coronavirus has spread to 195 countries. The total confirmed cases worldwide are 23,96,06,768 and 48,82,051 have died; 20,13,42,617 are active cases and 3,33,82,100 have recovered as on October 15, 2021 at 4:15 am.


3,40,37,592 16,862Cases
3,33,82,100 19,391Recovered
4,51,814 379Deaths
In India, there are 3,40,37,592 confirmed cases including 4,51,814 deaths. The number of active cases is 2,03,678 and 3,33,82,100 have recovered as on October 15, 2021 at 2:30 am.

State Details

State Cases Active Recovered Deaths

65,86,280 2,384

33,157 6

64,13,418 2,343

1,39,705 35


48,29,944 9,246

96,421 1,802

47,06,856 10,952

26,667 96


29,82,399 310

9,607 43

29,34,870 347

37,922 6

Tamil Nadu

26,83,396 1,259

15,451 199

26,32,092 1,438

35,853 20

Andhra Pradesh

20,59,122 540

6,588 27

20,38,248 557

14,286 10

Uttar Pradesh

17,10,008 12

135 4

16,86,976 16


West Bengal

15,79,012 530

7,576 81

15,52,491 601

18,945 10


14,39,311 28

337 1

14,13,885 29



10,33,809 521

4,890 38

10,20,645 477

8,274 6


10,05,614 16

203 4

9,91,841 20



9,54,382 8

42 6

9,45,386 2



8,26,244 34

215 20

8,15,943 14


Madhya Pradesh

7,92,669 12

111 1

7,82,035 11



7,71,035 16

105 158


10,049 174


7,26,016 8

42 6

7,16,313 2



6,68,618 168

4,171 40

6,60,512 207

3,935 1


6,05,847 207

3,646 157

5,96,263 362

5,938 2


6,01,971 33

234 11

5,85,199 16

16,538 6


3,48,406 11

130 4

3,43,141 7



3,43,729 28

175 22

3,36,157 6


Jammu And Kashmir

3,30,834 93

935 11

3,25,473 104


Himachal Pradesh

2,21,113 182

1,387 5

2,16,011 173

3,715 4


1,77,356 68

679 27

1,73,342 39

3,335 2


1,27,259 49

647 4

1,24,763 53



1,22,432 69

1,444 15

1,19,099 84



1,10,719 901

13,601 435

96,744 1,332

374 4


84,295 4

110 8

83,369 12



82,734 87

892 31

80,411 115

1,431 3


65,295 10

32 5

64,443 15


Arunachal Pradesh

54,958 4

202 22

54,476 26



31,722 6

224 1

31,108 7



31,516 9

230 8

30,613 17



20,867 6

44 2

20,615 4


Dadra And Nagar Haveli


3 1

10,668 1




2 0



Andaman And Nicobar Islands

7,640 3

10 1

7,501 2


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