ArticleInternational journal of environmental research and public health2021
A Non-Linear Biostatistical Graphical Modeling of Preventive Actions and Healthcare Factors in Controlling COVID-19 Pandemic.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Modelling COVID-19 pandemic control strategies in metropolitan and rural health districts in New South Wales, Australia.Scientific reports · 2023Article
- Factors influencing plasma donation behavior of COVID-19 recovered patients in Bangladesh: A pilot study.Health science reports · 2023Article
- Effect of total population, population density and weighted population density on the spread of Covid-19 in Malaysia.PloS one · 2023Article
- Challenges and difficulties faced in low- and middle-income countries during COVID-19.Health policy OPEN · 2022Article
- Burden of COVID-19 on health and wellbeing, education, and economy of Bangladesh.Clinical case reports · 2022Article
- Determining an effective short term COVID-19 prediction model in ASEAN countries.Scientific reports · 2022Article
- Article
- Estimating US Earnings Loss Associated with COVID-19 Based on Human Capital Calculation.International journal of environmental research and public health · 2022Article
- A Review of COVID-19 Modelling Strategies in Three Countries to Develop a Research Framework for Regional Areas.Viruses · 2021Review
- Analysis of COVID-19 using a modified SLIR model with nonlinear incidence.Results in physics · 2021Article
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Authors and funding
5 authors.
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Abstract
backgroundWith the insurgence of the COVID-19 pandemic, many people died in the past several months, and the situation is ongoing with increasing health, social, and economic panic and vulnerability. As most of the countries relying on different preventive actions to control the outcomes of COVID-19, it is necessary to boost the knowledge about the effectiveness of such actions so that the policymakers take their country-based appropriate actions. This study generates evidence of taking the most impactful actions to combat COVID-19.
objectiveIn order to generate community-based scientific evidence, this study analyzed the outcome of COVID-19 in response to different control measures, healthcare facilities, life expectancy, and prevalent diseases.
methodsIt used more than a hundred countries' data collected from different databases. We performed a comparative graphical analysis with non-linear correlation estimation using R.
resultsThe reduction of COVID-19 cases is strongly correlated with the earliness of preventive initiation. The apathy of taking nationwide immediate precaution measures has been identified as one of the critical reasons to make the circumstances worse. There is significant non-linear relationship between COVID-19 case fatality and number of physicians (NCC = 0.22;
conclusionsEnhancing healthcare facilities and early imposing the control measures could be valuable to prevent the COVID-19 pandemic. No association between COVID-19 and other comorbidities warranted further investigation at the pathobiological level.
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