Back

Finding Tentative Causes for the reduced impact of Covid-19 on the Health Systems of poorer and developing nations: An ecological study of the effect of demographic, climatological and health-related factors on the global spread of Covid-19

Banerjee, S.; Saha, A.

2020-05-26 epidemiology
10.1101/2020.05.25.20113092 medRxiv
Show abstract

ObjectiveThe objective of this study is to evaluate the association with different factors empirically found to affect the spread and the severity of Covid-19. Evidently there is less likelihood of having one single and absolute solution to this pandemic. It is pragmatic to look for a multi-pronged and collaborative assembly of probable solutions, which is the higher objective of this study. DesignEcological study. SettingGlobal setting including 45 countries from all six inhabited continents PopulationTwo (2) or three (3) countries from each geographical region of the continents selected on the basis of population Main outcomemeasures correlation factors derived from comparisons between different sets of variables ResultsEmpirical trends suggested in the existing literature were quantified in a global setting establishing clear trends. Correlation between the proportion of the population affected and median age, prime climate zones, malaria and tuberculosis incidence, BCG coverage and mitigation measures were established. ConclusionsThe study findings suggest that demographic and climatological factors, high endemicity of TB and Malaria, and universal BCG programmes may have a cushioning effect in the impact of Covid-19 on health systems of poorer and developing nations. In the light of these findings more emphasis is necessary on the protective effects of BCG and antiviral properties of antimalarial drugs. BackgroundThe coronavirus disease (Covid-19) caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has affected 213 countries as of 20th May 2020, with a total of 5,017,883 total cases reported globally, and has caused 325,624 reported deaths till date (worldometers.info). It began with the report of an outbreak of pneumonia of unknown cause in Wuhan, China on 31st December 2019. This outbreak was declared a Public Health Emergency of International Concern on 30th January 2020. Even as early as 18th February 2020, it was noted that inspite of lower case fatality rates Covid-19 had already resulted in more deaths than SARS and MERS combined.1 On the 11th of March the WHO made the assessment that Covid-19 could be classified as a pandemic. A systematic review found the basic reproduction number between 2.0 - 3.0.2 According to the WHO, the crude case fatality rate is 3%, with 15% of those affected suffering from severe disease and 5% critical.3 As developed countries with highly ranked health systems report high burden of cases straining health system capacities, concerns grow about the impact on resource constrained health systems in developing and underdeveloped nations. A better understanding of the disease epidemiology could help in planning the pandemic response, both in terms of resource allocation and mitigation measures in areas and populations more likely to be affected. In the second week of April, 2020, the IMF also was reported to be keen to know the reason behind the lower impact of Covid-19 in African and Asian countries; this also served as a driving factor behind this study.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
BMJ Global Health
98 papers in training set
Top 0.1%
27.8%
2
Frontiers in Public Health
140 papers in training set
Top 0.4%
8.4%
3
International Journal of Infectious Diseases
126 papers in training set
Top 0.2%
6.4%
4
PLOS ONE
4510 papers in training set
Top 28%
6.3%
5
The American Journal of Tropical Medicine and Hygiene
60 papers in training set
Top 1.0%
4.0%
50% of probability mass above
6
BMJ Open
554 papers in training set
Top 5%
4.0%
7
Epidemiology and Infection
84 papers in training set
Top 0.4%
4.0%
8
BMC Public Health
147 papers in training set
Top 2%
3.1%
9
IJID Regions
10 papers in training set
Top 0.1%
2.7%
10
PLOS Global Public Health
293 papers in training set
Top 3%
2.7%
11
Frontiers in Medicine
113 papers in training set
Top 3%
2.1%
12
COVID
13 papers in training set
Top 0.1%
1.9%
13
Public Health
34 papers in training set
Top 0.6%
1.7%
14
Travel Medicine and Infectious Disease
15 papers in training set
Top 0.3%
1.2%
15
International Journal of Epidemiology
74 papers in training set
Top 2%
1.2%
16
Journal of Global Health
18 papers in training set
Top 0.5%
0.9%
17
Journal of Medical Virology
137 papers in training set
Top 4%
0.8%
18
BMC Infectious Diseases
118 papers in training set
Top 5%
0.7%
19
Diagnostics
48 papers in training set
Top 2%
0.7%
20
F1000Research
79 papers in training set
Top 5%
0.7%
21
eClinicalMedicine
55 papers in training set
Top 2%
0.7%
22
PeerJ
261 papers in training set
Top 17%
0.6%
23
Scientific Reports
3102 papers in training set
Top 78%
0.6%
24
The Lancet Global Health
24 papers in training set
Top 1%
0.5%
25
Vaccines
196 papers in training set
Top 4%
0.5%
26
Archives of Public Health
12 papers in training set
Top 1%
0.5%
27
International Journal of Environmental Research and Public Health
124 papers in training set
Top 8%
0.5%
28
The Lancet Regional Health - Americas
22 papers in training set
Top 0.6%
0.5%