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COVID-19 and the flu: data simulations and computational modelling to guide public health strategies
- Source :
- Family Practice
- Publication Year :
- 2021
- Publisher :
- Oxford University Press, 2021.
-
Abstract
- Background Pandemics threaten lives and economies. This article addresses the global threat of the anticipated overlap of COVID-19 with seasonal-influenza. Objectives Scientific evidence based on simulation methodology is presented to reveal the impact of a dual outbreak, with scenarios intended for propagation analysis. This article aims at researchers, clinicians of family medicine, general practice and policy-makers worldwide. The implications for the clinical practice of primary health care are discussed. Current research is an effort to explore new directions in epidemiology and health services delivery. Methods Projections consisted of machine learning, dynamic modelling algorithms and whole simulations. Input data consisted of global indicators of infectious diseases. Four simulations were run for ‘20% versus 60% flu-vaccinated populations’ and ‘10 versus 20 personal contacts’. Outputs consisted of numerical values and mathematical graphs. Outputs consisted of numbers for ‘never infected’, ‘vaccinated’, ‘infected/recovered’, ‘symptomatic/asymptomatic’ and ‘deceased’ individuals. Peaks, percentages, R0, durations are reported. Results The best-case scenario was one with a higher flu-vaccination rate and fewer contacts. The reverse generated the worst outcomes, likely to disrupt the provision of vital community services. Both measures were proven effective; however, results demonstrated that ‘increasing flu-vaccination rates’ is a more powerful strategy than ‘limiting social contacts’. Conclusions Results support two affordable preventive measures: (i) to globally increase influenza-vaccination rates, (ii) to limit the number of personal contacts during outbreaks. The authors endorse changing practices and research incentives towards multidisciplinary collaborations. The urgency of the situation is a call for international health policy to promote interdisciplinary modern technologies in public health engineering.
- Subjects :
- medicine.medical_specialty
COVID-19 Vaccines
Epidemiology
Pneumonia, Viral
coronavirus
Global Health
Disease Outbreaks
Scientific evidence
Multidisciplinary approach
Influenza, Human
Pandemic
Global health
Humans
Medicine
Computer Simulation
AcademicSubjects/MED00780
Pandemics
Actuarial science
Artificial learning
business.industry
SARS-CoV-2
Social distance
Public health
social distancing
COVID-19
International health
Planning Techniques
vaccination
Incentive
Influenza Vaccines
Communicable Disease Control
Public Health Practice
Family Practice
business
influenza
Subjects
Details
- Language :
- English
- ISSN :
- 14602229 and 02632136
- Volume :
- 38
- Issue :
- Suppl 1
- Database :
- OpenAIRE
- Journal :
- Family Practice
- Accession number :
- edsair.doi.dedup.....e6ced0cb2d437fd13cef992d9fb1c542