Back

CoViD-19 Epidemic in India and Projections: Is Relief in Sight?

Indrayan, A.; Shukla, S.

2020-05-13 epidemiology
10.1101/2020.05.08.20096008 medRxiv
Show abstract

BackgroundProjection of cases and deaths in an epidemic such as CoViD-19 is hazardous and the early projections were way-off the actual pattern. However, we now have actual data for more than 50 consecutive days in India that can be effectively used for projection. MethodsWe closely track the trend and use the same pattern for projection. We call this Empirical Model. We also fit a Theoretical Model based on a Gamma function on the pattern of some of the previous epidemics. ResultsThe Empirical Model predicts the peak around the fourth week of May and the near end of the epidemic by the end of June 2020. The maximum number of active cases is likely to be nearly 75,000 during the second week of June. This would mean a peak demand of nearly 15,000 beds and nearly 4000 ventilators. The case-fatality based on those who have reached an outcome was nearly 10% in the first week of May and is likely to remain at this level for some time. Theoretical Model projected a peak of nearly 2500 new cases per day in the second week of May that seems to have been already breached. This model predicts the near end of the epidemic by the middle of July 2020. ConclusionWith the current trend, the end of the epidemic is in sight with relatively mild consequences in India compared with most other countries.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 4%
26.4%
2
BMJ Open
554 papers in training set
Top 3%
7.0%
3
BMJ Global Health
98 papers in training set
Top 0.5%
6.4%
4
Frontiers in Public Health
140 papers in training set
Top 0.7%
6.4%
5
BMC Research Notes
29 papers in training set
Top 0.1%
3.7%
6
International Journal of Infectious Diseases
126 papers in training set
Top 0.7%
3.1%
50% of probability mass above
7
PeerJ
261 papers in training set
Top 3%
2.9%
8
International Journal of Medical Informatics
25 papers in training set
Top 0.6%
2.5%
9
Epidemiology and Infection
84 papers in training set
Top 0.9%
2.1%
10
JMIR Public Health and Surveillance
45 papers in training set
Top 1%
2.1%
11
BMC Infectious Diseases
118 papers in training set
Top 2%
2.1%
12
PLOS Global Public Health
293 papers in training set
Top 3%
2.1%
13
Scientific Reports
3102 papers in training set
Top 49%
2.1%
14
The American Journal of Tropical Medicine and Hygiene
60 papers in training set
Top 2%
1.8%
15
JMIRx Med
31 papers in training set
Top 0.6%
1.7%
16
Wellcome Open Research
57 papers in training set
Top 0.8%
1.7%
17
Public Health
34 papers in training set
Top 0.9%
1.3%
18
BMC Health Services Research
42 papers in training set
Top 2%
1.3%
19
Cureus
67 papers in training set
Top 4%
1.1%
20
Journal of Global Health
18 papers in training set
Top 0.4%
1.1%
21
The Journal of Infectious Diseases
182 papers in training set
Top 4%
0.9%
22
Disaster Medicine and Public Health Preparedness
16 papers in training set
Top 1%
0.8%
23
BMC Public Health
147 papers in training set
Top 6%
0.7%
24
JMIR Formative Research
32 papers in training set
Top 2%
0.7%
25
Frontiers in Medicine
113 papers in training set
Top 8%
0.7%
26
F1000Research
79 papers in training set
Top 5%
0.7%
27
Journal of Family Medicine and Primary Care
10 papers in training set
Top 0.8%
0.5%
28
BMC Medical Research Methodology
43 papers in training set
Top 2%
0.5%
29
Medicine
30 papers in training set
Top 3%
0.5%
30
International Journal of Environmental Research and Public Health
124 papers in training set
Top 8%
0.5%