CFP last date
20 December 2024
Reseach Article

Hybrid Multi-Criteria Decision Making Approach to Ranking COVID-19 Vaccines

by Randa Mohamed, Amal Rashed, Doaa Mohamed
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 183 - Number 34
Year of Publication: 2021
Authors: Randa Mohamed, Amal Rashed, Doaa Mohamed
10.5120/ijca2021921727

Randa Mohamed, Amal Rashed, Doaa Mohamed . Hybrid Multi-Criteria Decision Making Approach to Ranking COVID-19 Vaccines. International Journal of Computer Applications. 183, 34 ( Oct 2021), 5-11. DOI=10.5120/ijca2021921727

@article{ 10.5120/ijca2021921727,
author = { Randa Mohamed, Amal Rashed, Doaa Mohamed },
title = { Hybrid Multi-Criteria Decision Making Approach to Ranking COVID-19 Vaccines },
journal = { International Journal of Computer Applications },
issue_date = { Oct 2021 },
volume = { 183 },
number = { 34 },
month = { Oct },
year = { 2021 },
issn = { 0975-8887 },
pages = { 5-11 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume183/number34/32151-2021921727/ },
doi = { 10.5120/ijca2021921727 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T01:18:41.689574+05:30
%A Randa Mohamed
%A Amal Rashed
%A Doaa Mohamed
%T Hybrid Multi-Criteria Decision Making Approach to Ranking COVID-19 Vaccines
%J International Journal of Computer Applications
%@ 0975-8887
%V 183
%N 34
%P 5-11
%D 2021
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The coronavirus is influencing more than 219 countries and territories. A coronavirus is a type of virus, there are many kinds, and some cause disease. A coronavirus identified in 2019, SARS-CoV-2, has affected a pandemic of respiratory illness, called COVID-19. The whole world is seeking to manufacture vaccines to curb this epidemic. Vaccination is a harmless and active way to elude disease and save lives. Without vaccines, we are at risk of thoughtful disease and disability from diseases like measles, meningitis, pneumonia, tetanus, and polio. Many of these diseases can be life-threatening. World Health Organization(WHO) evaluates that vaccines protect between 2 and 3 million lives every year. There are three COVID-19 vaccines for which certain national regulatory authorities have authorized the use. In this paper we use Multi-criteria decision analysis (MCDA) hybrid technique to analysis and compare between three COVID-19 vaccines to select the best. We combine three Multi criteria decision (MCD methods. Three methods are Simple Additive Weighting (SAW), the Technique for Order or Preference by Similarity to Ideal Solution (TOPSIS) and Analytic Hierarchy Process (AHP), to classify the vaccines, after analysis three vaccines using MCD methods the result show the result shows that the order of vaccines are   Pfizer then Johnson & Johnson’s then AstraZeneca/Oxford

References
  1. [Online]. Available: https://www.who.int. [Accessed 12 5 2021].WHO lists additional COVID-19 vaccine for emergency use and issues interim policy recommendations https://www.who.int/news/ Date:2021 Date accessed: May 12,2021
  2. Li, Qun, et al. "Early transmission dynamics in Wuhan, China, of novel coronavirus–infected pneumonia." New England journal of medicine (2020).‏
  3. Huang, Chaolin, et al. "Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China." The lancet 395.10223 (2020): 497-506.‏
  4. Carlos, W. Graham, et al. "Novel Wuhan (2019-nCoV) Coronavirus." Am J Respir Crit Care Med (2020): P7-P8.‏
  5. Öztürk, Nzzz, et al. "Defining criteria weights by ahp in health technology assessment." Value in Health 20.9 (2017): A698.‏
  6. Saaty, Thomas L. "The analytic hierarchy process (AHP)." The Journal of the Operational Research Society 41.11 (1980): 1073-1076.‏
  7. Büyüközkan, Gülçin, Esin Mukul, and Elif Kongar. "Health tourism strategy selection via SWOT analysis and integrated hesitant fuzzy linguistic AHP-MABAC approach." Socio-Economic Planning Sciences 74 (2021): 100929.‏
  8. Amenta, Pietro, Antonio Lucadamo, and Gabriella Marcarelli. "On the choice of weights for aggregating judgments in non-negotiable AHP group decision making." European Journal of Operational Research 288.1 (2021): 294-301.‏
  9. Issa, Usama Hamed, Aly Ahmed, and Keizo Ugai. "A decision support system for ground improvement projects using gypsum waste case study: Embankments construction in Japan." Journal of Civil and Environmental Research 4.1 (2014): 74-84.‏
  10. Saivaew, Noppachai, and Suthep Butdee. "Decision making for effective assembly machined parts selection using fuzzy AHP and fuzzy logic." Materials Today: Proceedings 26 (2020): 2265-2271.‏
  11. Ruiz, H. S., et al. "GIS-AHP Multi Criteria Decision Analysis for the optimal location of solar energy plants at Indonesia." Energy Reports 6 (2020): 3249-3263.‏
  12. Wang, Fei, and Swee Pin Yeap. "Using magneto-adsorbent for methylene Blue removal: A decision-making via analytical hierarchy process (AHP)." Journal of Water Process Engineering 40 (2021): 101948.‏
  13. Issa, Usama H., Yehia H. Miky, and Fam F. Abdel-Malak. "A decision support model for civil engineering projects based on multi-criteria and various data." Journal of Civil Engineering and Management 25.2 (2019): 100-113.‏
  14. McGhan, W. F., K. Vichaichanakul, and V. J. Willey. "PRM14 VALIDATING AN ONLINE CALCULATOR FOR EVALUATING HEALTH INTERVENTION OPTIONS USING THE ANALYTIC HIERARCHY PROCESS (AHP)." Value in Health 14.3 (2011): A148.‏
  15. Chauhan, Narvendra Singh, Pratap KJ Mohapatra, and Keshaw Prasad Pandey. "Improving energy productivity in paddy production through benchmarking—An application of data envelopment analysis." Energy conversion and Management 47.9-10 (2006): 1063-1085.‏
  16. Zavadskas, Edmundas Kazimieras, Zenonas Turskis, and Simona Kildienė. "State of art surveys of overviews on MCDM/MADM methods." Technological and economic development of economy 20.1 (2014): 165-179.‏
  17. Köksalan, M. Murat, Jyrki Wallenius, and Stanley Zionts. Multiple criteria decision making: from early history to the 21st century. World Scientific, 2011.‏
  18. Keeney, Ralph L. "The art of assessing multiattribute utility functions." Organizational behavior and human performance 19.2 (1977): 267-310.‏
  19. Dhiman, Harsh S., et al. "Multi-criteria decision making approach for hybrid operation of wind farms." Symmetry 11.5 (2019): 675.‏
  20. Suner, Aslı, et al. "Sequential decision tree using the analytic hierarchy process for decision support in rectal cancer." Artificial intelligence in medicine 56.1 (2012): 59-68.‏
  21. Akcan, Serap, and Meral Güldeş. "Integrated multicriteria decision-making methods to solve supplier selection problem: a case study in a hospital." Journal of healthcare engineering 2019 (2019).‏
  22. Rađenović, Žarko, and Ivana Veselinović. "Integrated AHP-TOPSIS method for the assessment of health management information systems efficiency." Economic Themes 55.1 (2017): 121-142.‏
  23. Taherdoost, Hamed. "Decision making using the analytic hierarchy process (AHP); A step by step approach." International Journal of Economics and Management Systems 2 (2017).‏
  24. Hwang, Ching-Lai, and Kwangsun Yoon. "Methods for multiple attribute decision making." Multiple attribute decision making. Springer, Berlin, Heidelberg, 1981. 58-191.‏
  25. NawindahNawindah, "Simple Additive Weighting (SAW) Mathematics Method for Warehouse Disaster Location," International Journal of Pure and Applied Mathematics, vol. 117, p. 15, 2017.
Index Terms

Computer Science
Information Sciences

Keywords

Vaccines multi criteria making decision AHP SWA TOPSIS MCDA