CoVid-19 Pandemic Trend Modeling and Analysis to Support Resilience Decision-Making

被引:8
|
作者
Duffey, Romney B. [1 ]
Zio, Enrico [1 ]
机构
[1] Politecn Milan, Energy Dept, Via La Masa 34, I-20156 Milan, Italy
来源
BIOLOGY-BASEL | 2020年 / 9卷 / 07期
关键词
CoVid-19; infection rates; transmission; incubation; growth; theory; predictions; recovery;
D O I
10.3390/biology9070156
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Policy decision-making for system resilience to a hazard requires the estimation and prediction of the trends of growth and decline of the impacts of the hazard. With focus on the recent worldwide spread of CoVid-19, we take the infection rate as the relevant metric whose trend of evolution to follow for verifying the effectiveness of the countermeasures applied. By comparison with the theories of growth and recovery in coupled socio-medical systems, we find that the data for many countries show infection rate trends that are exponential in form. In particular, the recovery trajectory is universal in trend and consistent with the learning theory, which allows for predictions useful in the assistance of decision-making of emergency recovery actions. The findings are validated by extensive data and comparison to medical pandemic models.
引用
收藏
页码:1 / 13
页数:14
相关论文
共 50 条
  • [41] COVID-19: A DECISION-MAKING APPROACH FOR EVALUATING THE ECONOMIC SECTORS OF INDIA DURING PANDEMIC
    Gupta, Srikant
    INDEPENDENT JOURNAL OF MANAGEMENT & PRODUCTION, 2021, 12 (08): : 2045 - 2060
  • [42] Parent decision-making regarding youth sport participation during the COVID-19 pandemic
    Eric G. Post
    Matthew J. Rivera
    Darleesa Doss
    Lindsey E. Eberman
    Journal of Community Health, 2022, 47 : 687 - 696
  • [43] Parent decision-making regarding youth sport participation during the COVID-19 pandemic
    Post, Eric G.
    Rivera, Matthew J.
    Doss, Darleesa
    Eberman, Lindsey E.
    JOURNAL OF COMMUNITY HEALTH, 2022, 47 (04) : 687 - 696
  • [44] Cultural dynamics influencing decision-making during the COVID-19 pandemic: the Italian case
    Costa, Sara
    Carrus, Giuseppe
    FRONTIERS IN PSYCHOLOGY, 2024, 15
  • [45] Surgical Precautions and Algorithmic Decision-Making for Surgical Procedures During the COVID-19 Pandemic
    Yenigun, Alper
    Ozturan, Orhan
    Dagistanli, Nurtac
    Koc, Meliha Meric
    Koytak, Arif
    JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2020, 231 (06) : 787 - 789
  • [46] COVID-19 and Decision-Making for Pregnant Women: Taking or Relinquishing Control in Response to a Pandemic
    Kaselitz, Elizabeth
    Finkbeiner, Chelsea
    Javaid, Sarah
    Barringer, Sarah
    Compton, Sarah D.
    Muzik, Maria
    Moyer, Cheryl A.
    JOURNAL OF PREGNANCY, 2022, 2022
  • [47] Governance and Public Health Decision-Making During the COVID-19 Pandemic: A Scoping Review
    Asthana, Sumegha
    Mukherjee, Sanjana
    Phelan, Alexandra L.
    Standley, Claire J.
    PUBLIC HEALTH REVIEWS, 2024, 45
  • [48] Cancer Treatment Decision-Making During the COVID-19 Pandemic: Data Over Opinion
    Spratt, Daniel E.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2020, 108 (02): : 338 - 339
  • [49] Clinical Decision Support Tools and the COVID-19 Pandemic
    Kaiafas, Kristen N.
    JOURNAL OF CHRISTIAN NURSING, 2020, 37 (03) : 192 - 192
  • [50] COVID-19 and cancer: A guide with suggested COVID-19 rule-out criteria to support clinical decision-making
    Larson, Christopher
    Oronsky, Bryan
    Goyal, Sharad
    Ray, Carolyn
    Hedjran, Farah
    Hammond, Terese C.
    Kesari, Santosh
    Caroen, Scott
    Lybeck, Michelle
    Dobalian, Vaughn E.
    Oronsky, Arnold
    Reid, Tony
    BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2020, 1874 (02):