The model is possibly the first to include “age and social contact structure of the Indian population” when assessing the impact of social distancing on the COVID-19 pandemic in the country.
The impact of social distancing measures—workplace non-attendance, school closure, lockdown—and their efficacy with duration has been investigated in the study.
The researchers used an age-structured SIR model with social contact matrices obtained from surveys and Bayesian imputation to study the progress of the COVID-19 pandemic in India.
hope this research will help us plan accordingly…
source: https://t.co/6U13XoGC4o pic.twitter.com/leZjggbfVM
— Sampad Swain (@sampad) March 29, 2020
“The structures of social contact critically determine the spread of the infection and, in the absence of vaccines, the control of these structures through large-scale social distancing measures appears to be the most effective means of mitigation,” the authors wrote.
The mathematical model contains both asymptomatic and symptomatic infectives.
“Due to the paucity of data on the number of asymptomatic cases, we have chosen to set these to zero. This provides a lower bound on the number of morbidities and mortalities, and the intensity and duration of the social distancing measures that are required for mitigation,’ the authors mentioned.
According to the authors, extensive testing of the population can provide data on the number of asymptomatic cases, and this, when incorporated into the model, will provide more accurate estimates of the progress of the epidemic and the impact of mitigatory social distancing.
“More generally, there are uncertainties in all parameters of our model and these would translate into uncertainties in forecasts and estimates. These uncertainties can be reduced with better availability of case data and uncertainties can be quantified through Bayesian error propagation analysis,” explained the duo.
A three-week lockdown, however, is found insufficient to prevent a resurgence and, instead, protocols of sustained lockdown with periodic relaxation are suggested.
“Our principal conclusion is that the three-week lockdown will be insufficient. Our model suggests sustained periods of lockdown with periodic relaxation will reduce the number of cases to levels where individualised social contact tracing and quarantine may become feasible,” the paper elaborated.