The Relationship between Democracy embracement and COVID-19 reported casualties worldwide
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Abstract
Background
The COVID-19 toll of cases and deaths followed an uneven pattern across the world. The literature has partly explained the observed discrepancy between the different countries by country-specific and systemic patterns worldwide. In this study, we propose an additional explanation that the magnitude of COVID-19 toll reported to the WHO could be influenced by the level of free speech and Democracy in the reporting countries.
Methods
We constructed a longitudinal dataset including the daily COVID-19 count of cases and deaths worldwide and each country’s respective score on the Freedom in the World index. We applied two Generalized Estimating Equation models to investigate if a country’s reported toll count of COVID-19 cases and deaths is related to that country’s freedom level. We controlled for factors identified in the current literature to affect the pandemic’s spread.
Results
A country’s score on the Freedom In the World Index was associated with its reported COVID-19 cases count (57028.43, 95% CI 985.3619 - 113071.5, P= 0.0461) and deaths count (3473.273, 95% CI1217.12-5729.42, P=.002). Also, despite having almost equal shares of the world’s population, countries at the bottom category of the Freedom index reported 21% and 11% of the COVID-19 toll cases and death counts reported by countries of highest scores on the index, respectively.
Conclusions
The known magnitude of the COVID-19 pandemic’s morbidity and mortality appears to be as transparent as the reporting countries uphold free speech and Democracy. This pattern could potentially misguide international aid and global vaccine distribution plans.
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SciScore for 10.1101/2021.01.11.21249549: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
NIH rigor criteria are not applicable to paper type.Table 2: Resources
No key resources detected.
Results from OddPub: We did not detect open data. We also did not detect open code. Researchers are encouraged to share open data when possible (see Nature blog).
Results from LimitationRecognizer: An explicit section about the limitations of the techniques employed in this study was not found. We encourage authors to address study limitations.Results from TrialIdentifier: No clinical trial numbers were referenced.
Results from Barzooka: We found bar graphs of continuous data. We recommend replacing bar graphs with more informative graphics, as many different datasets can lead to the same bar graph. The …
SciScore for 10.1101/2021.01.11.21249549: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
NIH rigor criteria are not applicable to paper type.Table 2: Resources
No key resources detected.
Results from OddPub: We did not detect open data. We also did not detect open code. Researchers are encouraged to share open data when possible (see Nature blog).
Results from LimitationRecognizer: An explicit section about the limitations of the techniques employed in this study was not found. We encourage authors to address study limitations.Results from TrialIdentifier: No clinical trial numbers were referenced.
Results from Barzooka: We found bar graphs of continuous data. We recommend replacing bar graphs with more informative graphics, as many different datasets can lead to the same bar graph. The actual data may suggest different conclusions from the summary statistics. For more information, please see Weissgerber et al (2015).
Results from JetFighter: We did not find any issues relating to colormaps.
Results from rtransparent:- Thank you for including a conflict of interest statement. Authors are encouraged to include this statement when submitting to a journal.
- Thank you for including a funding statement. Authors are encouraged to include this statement when submitting to a journal.
- No protocol registration statement was detected.
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