Acta Scientific Medical Sciences (ISSN: 2582-0931)

Research Article Volume 4 Issue 9

Forecasting the Trends and Probable Impact of COVID-19 on South Asian Region Based on the Publicly Available Data

Ramesh Athe1, Rinshu Dwivedi2*, Sravan Kumar Yadav Paka3, Vishal Ambavade3, Spoorthi M3 and Rajendra Hegadi4

1Assistant Professor, Indian Institute of Information Technology, Dharwad, Karnataka, India
2Assistant Professor, Indian Institute of Information Trichy, Tamilnadu, India
3Student, Indian Institute of Information Technology, Dharwad, Karnataka, India
4Associate Professor, Indian Institute of Information Technology, Dharwad, Karnataka, India

*Corresponding Author: Rinshu Dwivedi, Assistant Professor, Indian Institute of Information Technology, Tiruchirapalli, Tamilnadu, India.

Received: July 17, 2020; Published: August 26, 2020

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Abstract

The COVID-19 pandemic has become a public-health threat globally and exerting a devastating impact on patients, healthcare providers, healthcare systems, and the financial health of economics. Undoubtedly, both developed and developing nations are struggling to control the pandemic, the situation is not different in in the South Asian Region (SAR). Lack of social-distancing due to higher population, health-inequalities, lack of adequate health infrastructure, and unpreparedness of health-system is placing tremendous challenge to control COVID-19 in these countries. Accurate predictions and forecasting are required for the readiness of healthcare systems for future plan-of-action. The present study was undertaken to forecast the trends in outbreak of COVID-19 in South Asian countries (7 countries) based on the publicly available cases data, drawn from the https://ourworldindata.org/coronavirus-source-data. We used Double Exponential Smoothing Model to predict the trends in the total confirmed and death cases caused by COVID-19. Findings reveal the highest point-forecast of confirmed (2.54%) and death (1.77%) case rates in India. Similarly, lower confirmed (0.71%) in Nepal and death rate (1.54%) in Maldives across SAR. Keeping in view the limited healthcare resources in SAR, accurate forecasting and detection, stronger disease-surveillance, and avoidance of acute-care for infected-cases is vital.

Keywords: COVID-19; South Asian Region (SAR); Double Exponential Smoothing Model (DESM); Forecasting; Healthcare

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References

  1. Yang Y., et al. “The deadly coronaviruses: The 2003 SARS pandemic and the 2020 novel coronavirus epidemic in China”. Journal of Autoimmunity 109 (2020): 102434.
  2. Kolifarhood G., et al. “Epidemiological and Clinical Aspects of COVID-19; a Narrative Review”. Archives of Academic Emergency Medicine 8.1 (2020): e41.
  3. Cascella M., et al. “Features, Evaluation and Treatment Coronavirus (COVID-19)”. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing (2020).
  4. Lauer SA., et al. “The Incubation Period of Coronavirus Disease 2019 (COVID-19) From Publicly Reported Confirmed Cases: Estimation and Application”. Annals of Internal Medicine (2020): M20-0504.
  5. Benvenuto D., et al. “The 2019-new coronavirus epidemic: Evidence for virus evolution”. Journal of Medical Virology 92.4 (2020): 455-459.
  6. World Health Organization. Coronavirus (2020).
  7. World Health Organization. Novel coronavirus (COVID-2019) situation (2020).
  8. World Health Organization. Coronavirus disease 2019 (COVID19) situation report – 56 (2020).
  9. Hopman J., et al. “Managing COVID-19 in Low- and Middle-Income Countries”. JAMA (2020).
  10. Nicola M., et al. “The socio-economic implications of the coronavirus pandemic (COVID-19): A review”. International Journal of Surgery 78 (2020): 185-193.
  11. Joshi P., et al. “Risk factors for early myocardial infarction in South Asians compared with individuals in other countries”. JAMA 297.3 (2007): 286-294.
  12. Mansourian M., et al. “First growth curves based on the World Health Organization reference in a Nationally-Representative Sample of Pediatric Population in the Middle East and North Africa (MENA): the CASPIAN-III study”. BMC Pediatrics 12 (2012): 149.
  13. Montgomery DC., et al. “Introduction to time series analysis and forecasting”. John Wiley and Sons (2015).
  14. Hyndman RJ and Khandakar Y. “Automatic time series for forecasting: the forecast package for R”. Clayton VIC, Australia: Monash University, Department of Econometrics and Business Statistics (2007).
  15. Bong CL., et al. “The COVID-19 Pandemic: Effects on Low and Middle-Income Countries”. Anesthesia and Analgesia 1 (2020): 10. 32243287
  16. World Health Organization. Coronavirus disease (COVID-19) advice for the public: myth busters (2020).
  17. Singh AK., et al. “Chloroquine and hydroxychloroquine in the treatment of COVID-19 with or without diabetes: A systematic search and a narrative review with a special reference to India and other developing countries”. Diabetology and Metabolic Syndrome 14.3 (2020): 241-246.
  18. Hussain A., et al. “COVID-19 and diabetes: Knowledge in progress”. Diabetes Research and Clinical Practice 162 (2020): 108142.
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Citation

Citation: Ramesh Athe., et al. “Forecasting the Trends and Probable Impact of COVID-19 on South Asian Region Based on the Publicly Available Data". Acta Scientific Medical Sciences 4.9 (2020): 102-110.




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Acceptance rate30%
Acceptance to publication20-30 days
Impact Factor1.403

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