Sharif Asmaa Fady, Mattout Sara Kamal, Mitwally Noha Adel
Department of Forensic Medicine and Clinical Toxicology, Faculty of Medicine, Tanta University, Egypt.
Department of Basic Medical Sciences, College of medicine Dar Al Uloom University, Riyadh, Kingdom of Saudi Arabia.
Int J Health Sci (Qassim). 2020 Sep-Oct;14(5):32-42.
The present study is considered the first study that aims to estimate the spread of coronavirus disease (COVID)-19 pandemic in the Eastern Mediterranean Region and to predict the pattern of spread among Kingdom of Saudi Arabia (KSA) in comparison to Iran and Pakistan.
Data during the period from January 29, 2020, till April 14, 2020, were extracted from 76 WHO situational reports and from the Worldometer website. Numbers of populations in each country were considered during data analysis. Susceptible, infectious, recovered, and deaths (SIRD) model and smoothing spline regression model were used to predict the number of cases in each country.
SIRD model in KSA yielded β = 2e-0.6, γ = 0.006, and μ = 0.00038 and R= 0.00029. It is expected that by the 1 of May 2020, that number of cumulative infected cases would rise to 16848 in KSA and to 11,825 in Pakistan while in Iran, it is expected that the number mostly will be 100485. Moreover, the basic reproduction number R is expected to decrease by time progression.
The cumulative infected cases are expected to grow exponentially. Although R is expected to be decreased, the quarantine measures should be maintained or even enhanced.
本研究被认为是第一项旨在评估冠状病毒病(COVID)-19大流行在东地中海区域的传播情况,并与伊朗和巴基斯坦相比预测沙特阿拉伯王国(KSA)传播模式的研究。
从76份世卫组织情况报告和世界ometers网站提取了2020年1月29日至2020年4月14日期间的数据。数据分析时考虑了每个国家的人口数量。使用易感、感染、康复和死亡(SIRD)模型和平滑样条回归模型来预测每个国家的病例数。
沙特阿拉伯的SIRD模型得出β = 2e-0.6,γ = 0.006,μ = 0.00038和R = 0.00029。预计到2020年5月1日,沙特阿拉伯的累计感染病例数将增至16848例,巴基斯坦为11825例,而在伊朗,预计多数将为100485例。此外,基本繁殖数R预计会随着时间推移而下降。
预计累计感染病例数将呈指数增长。尽管预计R会下降,但仍应维持甚至加强检疫措施。