Evidence map›Paper›PMID 35837577›Full record

ArticleTransactions of the Indian National Academy of Engineering : an international journal of engineering and technology2021

Universal Epidemic Curve for COVID-19 and Its Usage for Forecasting.

Aryan Sharma, Srujan Sapkal, Mahendra K Verma

Open access · bronzeAbstract read
In one paragraph

Article in Transactions of the Indian National Academy of Engineering : an international journal of engineering and technology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.8field-weighted citation impact, top 30% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Article
  3. A focus on the spread of the delta variant of SARS-CoV-2 in India.The Indian journal of medical research · 2021
    Article
  4. Analysis of Second Wave of COVID-19 in Different Countries.Transactions of the Indian National Academy of Engineering : an international journal of engineering and technology · 2021
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 2 institutions in 1 country.

Aryan SharmaDepartment of Physics, Indian Institute of Technology Kanpur, Kanpur, 208016 India.
Srujan SapkalDepartment of Materials Engineering, Defence Institute of Advanced Technology, Pune, 411025 India.
Mahendra K VermaDepartment of Physics, Indian Institute of Technology Kanpur, Kanpur, 208016 India.ORCID 0000-0002-3380-4561
Indian Institute of Technology Kanpur · INDefence Institute of Advanced Technology · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We construct a universal epidemic curve for COVID-19 using the epidemic curves of eight nations that have reached saturation for the first phase and then fit an eight-degree polynomial that passes through the universal curve. We take India's epidemic curve up to January 1, 2021 and match it with the universal curve by minimizing square-root error between the model prediction and actual value. The constructed curve has been used to forecast epidemic evolution up to February 25, 2021. The predictions of our model and those of supermodel for India (Agrawal et al. in Indian J Med Res, 2020; Vidyasagar et al. in https://www.iith.ac.in/~m_vidyasagar/arXiv/Super-Model.pdf, 2020) are reasonably close to each other considering the uncertainties in data fitting.

Indexed as

COVID-19Epidemic forecastIndia’s COVID-19 evolutionUniversal curve

Identifiers

PMID35837577
PMCPMC7912971
OpenAlexW3133834517

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.