Back

COVID-19 pandemic in the African continent: forecasts of cumulative cases, new infections, and mortality

Kinfu, Y.; Alam, U.; Achoki, T.

2020-04-14 health policy
10.1101/2020.04.09.20059154 medRxiv
Show abstract

BackgroundThe epidemiology of COVID-19 remains speculative in Africa. To the best of our knowledge, no study, using robust methodology provides its trajectory for the region or accounts for local context. This paper is the first systematic attempt to provide prevalence, incidence, and mortality estimates across Africa. MethodsCaseloads and incidence forecasts are from a co-variate-based instrumental variable regression model. Fatality rates from Italy and China were applied to generate mortality estimates after making relevant health system and population-level characteristics related adjustments between each of the African countries. ResultsBy June 30 2020, around 16.3 million people in Africa will contract COVID-19 (95% CI 718,403 to 98,358,799). Northern and Eastern Africa will be the most and least affected areas. Cumulative cases by June 30 are expected to reach around 2.9 million (95% CI 465,028 to 18,286,358) in Southern Africa, 2.8 million (95% CI 517,489 to 15,056,314) in Western Africa, and 1.2 million (95% CI 229,111 to 6,138,692) in Central Africa. Incidence for the month of April 2020 is expected to be highest in Djibouti, 32.8 per 1000 (95% CI 6.25 to 171.77), while Morocco will experience among the highest fatalities (1,045 deaths, 95% CI 167 to 6,547). ConclusionLess urbanized countries with low levels of socio-economic development (hence least connected to the world), are likely to register lower and slower transmissions at the early stages of an epidemic. However, the same enabling factors that worked for their benefit can hinder interventions that have lessened the impact of COVID-19 elsewhere.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

1
The Lancet Global Health
24 papers in training set
Top 0.1%
33.7%
2
BMJ Global Health
98 papers in training set
Top 0.2%
10.7%
3
PLOS ONE
4510 papers in training set
Top 18%
10.3%
50% of probability mass above
4
International Journal of Infectious Diseases
126 papers in training set
Top 0.1%
7.3%
5
The American Journal of Tropical Medicine and Hygiene
60 papers in training set
Top 0.6%
6.5%
6
Scientific Reports
3102 papers in training set
Top 17%
6.4%
7
Tropical Medicine & International Health
15 papers in training set
Top 0.1%
4.0%
8
BMJ Open
554 papers in training set
Top 5%
3.7%
9
BMC Public Health
147 papers in training set
Top 3%
1.7%
10
PLOS Global Public Health
293 papers in training set
Top 4%
1.5%
11
Wellcome Open Research
57 papers in training set
Top 1.0%
1.5%
12
Malaria Journal
48 papers in training set
Top 1%
1.0%
13
JAMA Network Open
127 papers in training set
Top 4%
0.8%
14
Frontiers in Public Health
140 papers in training set
Top 8%
0.8%
15
BMC Infectious Diseases
118 papers in training set
Top 6%
0.7%
16
PLOS Neglected Tropical Diseases
378 papers in training set
Top 6%
0.7%
17
Clinical Infectious Diseases
231 papers in training set
Top 5%
0.7%
18
COVID
13 papers in training set
Top 0.6%
0.5%
19
BMJ Public Health
18 papers in training set
Top 1%
0.5%
20
Emerging Infectious Diseases
103 papers in training set
Top 4%
0.5%
21
F1000Research
79 papers in training set
Top 6%
0.5%