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              Table 1. (Continued).
               Variable/Category          Threshold value       Number of countries  Mean incidence   Mean case fatality
               Air traffic            Passengers/million population
                Very low                       <10                    10              179             35
                Low                            <20                    12              504             25
                Medium                        <100                    14              624             21
                High                          <1000                   15              2277            19
                Very high                     >1000                   5               3913            12
               Population concentration   Concentration index
                Very low                       <20                    8               1944            29
                Low                            <40                    15              676             29
                Medium                         <50                    10              405             20
                High                           <60                    8               967             21
                Very high                      60+                    8               1095            21
                Special                       Islands                 7               3438            13
               Date of first cases            Date
                Early                       <March 15                 21              1304            22
                Medium                      March 15-31               27              1360            25
                Late                         >April 1                 8               776             19
                Total                                                 56              1255            23
              NB. Thresholds values were designed by the author for this study
              3.2. Dynamics of the Epidemic in Africa
              While it was very rapid, the spread of the virus within the continent was slower than in Europe or America. Its speed rather
              corresponds to the dynamics of COVID-19 in the Indian subcontinent (India, Pakistan, and Bangladesh), as shown in
              Table 2, summarizing the cumulative incidence by August 15. The incidence in Africa was even significantly lower than
              the world average (31% of the total) and much lower than that found in Europe or America. Likewise, the case fatality in
              Africa was close to that of the Indian subcontinent, well below the world average (−38%), and much lower than that of
              Europe or America (Table 2).

              3.3. Estimates of the Epidemic’s Net Reproduction Rate (R )
                                                                        0
              Two methods were used to estimate the weekly net reproduction rate: a direct method, by weekly incidence, and an
              indirect method, by the growth rate of the epidemic (see details of calculations in the methodological section). Both
              methods gave similar results with an average generation time of 9 days. The net reproduction rate was high at the very
              beginning of the epidemic, as in all countries of the world, then stabilized from mid-April and remained practically
              constant at an average level of R  = 1.35 until mid-July, which corresponds to a weekly growth rate of cases r = 0.213.
                                         0
              After the week ending on July 12, R  started to decline steadily, signaling that the first peak of the epidemic was passed,
                                           0
              and even crossed the 1.0 bar line, reaching 0.62 in the week of August 15 (Figure 1).
              3.4. Regional Differences
              The spread of the coronavirus was not homogeneous across the continent. Large differences could be seen already within
              the six major regions: North Africa, West Africa, Central Africa, East Africa, Southern Africa, and African Islands. The
              worst affected region was Southern Africa, with an incidence 6.37 times the average, while North Africa and the Islands
              were close to average, and the other regions much less affected. East Africa was the least affected by August 15, about
              3 times less than the average. In contrast, the case fatality was more homogeneous, with relative variations from 0.54
              (Africa Islands) to 1.81 (North Africa) compared with the average (Table 3).
                 The decline in the epidemic’s net reproduction rate after July 12 was reflected in the 6 large regions. If the R  was high
                                                                                                      0
              everywhere at the start of the epidemic, as elsewhere in Europe and America, it was quickly restricted to a band between 1


              International Journal of Population Studies | 2020, Volume 6, Issue 2                           5
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