Saturday, 7 August 2021

Figures: Truth Opinion and Challenge

Destroying Models

Opinion and truth, make a strange couple. Opinions, are created. It can even destroy truth.  Loud anchors and doctored visuals dish out facts distorted beyond recognition, tell-tale marks intact, persuading us to believe. As truth lie buried deep, opinions cloud our thoughts and dictate our actions. Welcome to the world of prime-time TV discussions!

The prime-time discussion one day was dedicated to the figures of seroprevalence in the country. Results of the fourth round of national sero-survey conducted by the ICMR had just become 'known'. Some participants seemed genuinely concerned. One, visibly upset, was breathing fire.  

Look at the serosurveillance figures! Kerala is the lowest in the country! Their immunity is the lowest. One of the smallest states, the biggest contributor to covid cases in the country, more than half the country’s cases from there.

In another outburst on a regional channel a self-depreciating participant lamented,

The Kerala model, touted as the best was an illusion.”

A state, acknowledged for its efficiency in handling epidemics, was under intense criticism.

People with poor immunity? Super spreaders?

What is the Truth?


Speaking Figures

Yes; Kerala really has the lowest seroprevalence figures in the country.

State

Seroprevalence

State

Seroprevalence

MP

79.00%

Punjab

66.50%

Rajasthan

76.20%

Telangana

63.10%

Bihar

75.90%

Jammu & Kashmir

63.00%

Gujarat

75.30%

Himachal Pradesh

62.00%

Chhattisgarh

74.60%

Jharkhand

61.20%

Uttarakhand

73.10%

West Bengal

60.90%

UP

71.00%

Haryana

60.10%

Andhra Pradesh

70.20%

Maharashtra

58.00%

Karnataka

69.80%

Assam

50.30%

Tamil Nadu

69.20%

Kerala

44.40%

Odisha

68.10%

 

 

Kerala is also reporting large incidence of daily new Covid infections. Kerala component exerts significant influence on the national figures.

     * Figure corresponding to 23rd Jul seems to have been clubbed with that of 24th. [i]

On 3rd Aug, of all the new cases reported in India, 55.54% was from Kerala alone, a huge jump from 45.78% the previous day.


In all fairness to seething anchors, most of them clearly with not-so hidden agenda, and party spokespersons, present solely for pushing political ends, every word of the facts placed were indisputably true. However, the inferences drawn and accusations being heaped were bordering the ridiculous. Claims of great work by spokespersons of parties in power and accusations of incompetence by others, both beg rebuttals. Commercial and political compulsions demand rhetoric. 

 

Implications of Seroprevalence

Seroprevalence indicates the population segment that has developed antibodies. People develop antibodies to novel coronavirus, either through infection or vaccination. One doesn’t necessarily have to fall sick with infection to acquire antibodies. Asymptomatic and unreported infections also produce antibodies.

According to the survey, 79% of the population in Madhya Pradesh, as against just 44.40% in Kerala, has already acquired the antibodies. As a corollary, it also means that above 65% of those in Kerala are still susceptible to covid infection. States with high seroprevalence are likely to have lesser cases of covid infections since they may be close to achieving herd immunity.

Why does Kerala have such low seroprevalence?

  

Complacency?

Initial days of infection clearly overwhelmed the infrastructure. There were countless heart wrenching stories of people dying without getting beds in hospitals. Many having managed beds, faced shortages of ventilators and even oxygen. Isolation of patients was the only way to control the wildfire-like spread. Thus came the National lockdown, followed by series of State controlled lockdowns. Everyone, everywhere was shouting “social distancing” to flatten the curve’! The flat curve containment strategy aimed to slow down the rate of infection, preventing medical facilities from being overwhelmed.

Kerala was the first state to report covid infection. Given an estimated total population of 3,53,36,581as on 08 Aug 2021, it has cumulatively reported 34.9 lakh cases of covid, second only to Maharashtra, leaving all populous states behind! It means that only 9.88% of its population has contacted covid! What about seroprevalence numbers? There is a gap to be bridged!

The apparently low, 44.40% seroprevalence effectively means Kerala succeeded in restricting infection and keeping about 65% of its population away from infection even well into the second wave, no mean feat for the densely populated state. The state actually flattened the curve and successfully staggered the spread. By any standards, it is an amazing epidemic control activity. Political animosity, inability to read and understand figures should not diminish the sheen of a gigantic achievement.


Mortality and Infection

The numbers in the public domain are those which the states officially report. It is commonly believed that all states, despite vehement denials, underreported covid infection and mortality. Such reports with statistics are in the public domain, though not officially authenticated. Interestingly, even those reports reveal that Kerala has the least under-reporting!

Deaths, irreparable loss for those affected, do become statistics. Despite best efforts Kerala too reported many deaths.  



Deaths, when considered as a percentage of infection, Kerala seems to have controlled, despite rising figures of infection. Primary health centres and the medical fraternity deserve credit.


The state’s covid mortality rate is also well below the national average. 


Achievements aside, why is infection increasing?

Policy flaws? Implementation deficit? 

Is there something that we are missing out?

 

Price of Compliance?

Experts hold the aggressive delta variant responsible for the return and increase in infection world over. If the delta variant alone was responsible, then numbers would have shot up across India. That is apparently not happening.

Why is Kerala then different from others?

Wide spread underreporting aside, it is possible that the population in other states have already been exposed to the virus and have already acquired antibodies. Therefore, they now show lesser numbers. Kerala enforced masks amongst the population. Keralites who had taken instructions very seriously now find themselves most susceptible to the virus! Numbers certainly point to it.

With neighbours insisting on RTPCR tests each time, ignoring vaccination certificates, crossing over into Tamil Nadu and Karnataka has become a costly affair for Keralites.

Kerala seems to be paying a price for compliance.

 

Boundaries of Science

The scientific community has consistently changed its opinion about Covid and its spread. From ‘spread by physical contact’ that led to harsh ‘social distancing norms’, medical fraternity seems to have now settled for ‘aerial route’ as the favoured mode of spread. The society has moved a long way from patient victimization to home isolation and micro containment policies. 

Accept it or not, it is very clear, that Covid is here to stay for good and that we will have to live with it. Our survival so far, is less about our scientific and medical competencies but more about survival compulsions of the virus itself. Corona virus is mutating fast, not for acquiring more lethality, but with the aim of prolonging its own longevity, which can happen only if its human host is alive.

Hold our pride and arrogance back, it is the existential compulsions of the virus that grants us the mercy of survival. We need to augment our efforts in that direction. Hitting herd immunity at the earliest is our best escape route.

 

We, The Herd

Coronavirus is not bound by geographical, political or religious boundaries. It does not differentiate between caste, creed, colour, gender, and doesn't bother for any reservation schemes. Politicians can manage data and manipulate visibility. But the virus seems to deliberately ignore them and prove all divisive theories wrong. The only effective way forward is to consider all the people around as part of the same herd. Faster the herd attains immunity, better it is for each member of the herd. This is possible only through very aggressive vaccination programs and not by sustained isolation.

 

Vaccine Management

Vaccination may not prevent infection. but as of now we know, it protects. It hits even those vaccinated but with relatively less severity.

The most susceptible region as of now is Kerala. Authorities must move in quickly and vaccinate each one in Kerala. It’s a tall order considering the current process of vaccination. As on 08 Aug, only 62,69,657 people in Kerala have received both the doses. It makes just 17.74% of the population. That leaves the authorities a humongous 82% of the population to be protected.

In absolute numbers, considering the total requirement of 7,06,73,162 doses for 3,53,36,581 people, a total of only 2,13,03,626 doses (1,50,33,969 first & 62,69,657 second) have been administered till 6th Aug. It leaves the administration with the burden of administering 4,93,69,536 doses more. Considering the state’s vaccination abilities, (5,06,397 doses on 24 Jul and 4.91 lakh doses on 24 Jul) the target is not difficult to achieve. If Kerala can earnestly adhere to four lakh shots a day, it will still take 124 days to cover the population.

 

The Challenge

The Health Minster has a challenge on her hands. The real challenge is vaccine availability. That rests with the Central Government. It will be prudent for the central government to push the maximum quantum of vaccines to Kerala, with lowest seroprevalence.  With an efficient network of primary health centers and medical workers at par with the best in the world, the task can be considered accomplished.



[i] All figures used for the graphs here have been culled from the government site in the public domain. The figures against 23rd Jul have been shown as zero. However, the figures of 24th show substantial spike indicating likelihood of the two days figures getting added.

15 comments:

  1. Wonderful article and thoughts! Yes, Data, morphed, can hide the truth. Data, unaudited, can skew the truth. And the virus is super democratic, and truly does not care, for it has its own purpose! Vaccination seems to be the only solution, and the faster we can do it, the better for us all.

    ReplyDelete
    Replies
    1. Now comes the new twist! a large percent of the people who were vaccinated in Pathanmthitta are reporting infection!
      Spurious vaccine?
      Ineffective Vaccine?
      The virus has it all
      and man
      wont redeem himself at all!

      Delete
  2. It is true that Keralites are paying for their compliance. Well written General

    ReplyDelete
  3. Ramesh Krishnan7 August 2021 at 09:27

    Truth can be unpalatable, and ignorance is always bliss. The perspective has been very logically presented.

    ReplyDelete
    Replies
    1. Thank you very much. Logic is an individual trait. That's why truth has many shades!!

      Delete
  4. I agree with the author. Flaying Kerala govt. for the huge spread OF Covid is unfair taking into account the comparitively larger density of population in a small state of Kerala .However, blaming the state`s demographical disadvantage and shortage of vaccines are not enough justifications for the pandemic spread. The move to relax restrictions for religious festivals and appease the masses has been frowned upon by the Centre and needs to be viewed seriously by the ruling dispensation to prevent a third Wave in the state.

    ReplyDelete
    Replies
    1. Thank you very much. Blame game only generates more avenues to find blame!
      Hope someone takes actions

      Delete
  5. Amazing article! Well researched and thoroughly articulated pointers! These pointers have been a bother on my mind...glad I could read the facts as is!

    ReplyDelete
  6. Nice Article. Well researched and truth

    ReplyDelete
  7. Very well brought out sir. Data collected and collated can be turned in to information. However, correct and unbiased interpretation and necessary follow up actions will yield desired results. In today’s world, it seems naive to expect the truth in black and white. Everything seems subservient to political expediency.

    ReplyDelete
    Replies
    1. Data and Information can be used and misused to create truth or even distort it. Nobody ever interprets data with out intentions. Whether, such intentions are benign or malignant is the question. unfortunately, its left to the ability to be seen, heard and influence that decides which interpretation is accceptable!

      Delete
  8. Superb. The current circumstances we live in are unknown to us all and they bring a lot of uncertainties and new challenges with them. For this reason, I would like to express my gratitude to you for having been written such a beautiful blog about Covid calamities after making a research on the subject in an elaborate manner with the help of graphs even. Keep it up.
    Koshy A.M

    ReplyDelete
    Replies
    1. Thank you very much. Covid has revealed so many good and bad aspects of human race, the way we live/lived/ conduct ourselves and our affairs. Its disruption at the grandest scale possible, or believed to be possible. So wide spread and unmatched in reach, intensity and length of time!

      Delete

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