Table 6. Parameter estimates for the ongoing outbreak in West Africa.
Parameter | All countries * | Guinea | Liberia | Nigeria | Sierra Leone | References |
---|---|---|---|---|---|---|
Rt refers to effective reproduction number. |
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μ=mean; Med=median; s.d.=standard deviation. |
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WHO ERT is the World Health Organization Ebola Response Team16,17. |
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Incubation Period Distribution (days)
|
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Multi-day exposures, observed (mean) | 11.4, n=155 | 10.9, n=20 | 11.7, n=79 | — | 10.8, n=48 | 16 |
Single-day exposures, observed, (median (IQR)) | 9 (5–13) | 17 | ||||
Fitted single-day exposures (mean, (95% CI)) | 10.3 (9.9, 10.7) | 17 | ||||
Fitted values (mean) | 12 | 10 | 48 | |||
Serial interval Distribution (days)
|
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WHO ERT 2014 (gamma fit mean, s.d., n) | 15.3, 9.3, n=92) | 19.0, 11.2, n=40) | 13.1, 7.8, n=26) | — | 11.6, 6.3, n=25) | 16 |
WHO ERT 2015 (gamma fit mean, (95% CI), n) | 14.2 (13.1, 15.3), n=305 | 17 | ||||
Fisman et al. 30 | 15 days (derived) | 30 | ||||
Faye et al. 2014 (mean, (range), s.d., (95% CI for s.d.)) | 14.2 (13.1–15.5), 7.1 (6.2, 8.2) | 41 | ||||
R0 (estimate, (95% CI))
|
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With estimated serial interval 15.3 d | — | 1.71 (1.44, 2.01) | 1.83 (1.72, 1.94) | 2.02 (1.79, 2.26) | 16 | |
With fixed incubation period 5.3 d | — | 1.51 (1.50, 1.52) | 1.59 (1.57, 1.60) | 9.0 (5.2, 15.6) † | 2.53 (2.41, 2.67) | 36,61 |
Overall, data driven | 1.8 (1.5, 2.0) | — | — | — | — | 62 |
SEIR model | 2.1 (1.9, 2.4) | — | — | — | — | 62 |
Community using Legrand et al. 59 model | 0.8 (0.3, 0.9) | — | — | — | — | 62 |
Hospital using Legrand et al. 59 model | 0.4 (0.2, 1.4) | — | — | — | — | 62 |
Funeral using Legrand et al. 59 model | 0.6 (0.2, 1.0) | — | — | — | — | 62 |
Assumed fixed generation time of 15d | 1.78 | 2.46 | 1.72 | — | 8.33 | 30 |
Estimated mean serial interval 15.3d | — | 1.71 (1.44, 2.01) | 1.83 (1.72, 1.94) | 1.2 (0.67, 1.96) | 2.02 (1.79, 2.26) | 16 |
Overall (Conakry) | 1.7 (1.2, 2.3) | 41 | ||||
Community (Conakry) | 1.0 (0.6, 1.5) | 41 | ||||
Hospital (Conakry) | 0.4 (0.2, 0.7) | 41 | ||||
Funeral (Conakry) | 0.3 (0.1, 0.6) | 41 | ||||
Montserrado only | 2.49 (2.38, 2.60) | 64 | ||||
Webb et al. 2015 | 1.54 | 1.26 | 68 | |||
Rivers et al. 48 (overall) | 2.22 | 1.78 | 48 | |||
Rivers et al. 48 (community) | 1,35 | 1.11 | 48 | |||
Rivers et al. 48 (hospitals) | 0.35 | 0.24 | 48 | |||
Rivers et al. 48 (funerals) | 0.53 | 0.43 | 48 | |||
Khan et al. 63 (raw data) | 1.76 | 1.49 | 63 | |||
Khan et al. 63 (corrected for underreporting) | 1.9 | 1.37 | 63 | |||
Rt (estimate, (95% CI))
|
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Estimated mean serial interval 15.3 d | — | 1.81 (1.60, 2.03) | 1.51 (1.41, 1.60) | <1† | 1.38 (1.27, 1.51) | 16,36 |
Estimated mean generation time 12 d‡ | — | 1 | 1.7 | — | 1.4 | 65 |
Sierra Leone (56 days of data) | 1.1 (0.95, 1.24) | 69 | ||||
Montserrado only | 1.73 (1.66, 1.83) | 76 | ||||
Survivors Montserrado only | 0.66 (0.10, 1.69) | 76 | ||||
Non-survivors Montserrado only | 2.36 (1.72, 2.80) | 76 | ||||
Observed Delay Distributions (days)
|
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Symptom onset to…
|
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… hospitalization
|
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WHO ERT 2014 (mean, s.d., n) | 5.0, 4.7, n=1135 | 5.3, 4.3, n=484 | 4.9, 5.1, n=245 | 4.1, 1.4, n=11 | 4.6, 5.1, n=395 | 16 |
WHO ERT 2015 (mean, (95% CI), n) | 5.0 (4.9, 5.1), n=5616 | 17 | ||||
Faye et al. 2014 (mean, s.d., n) | 5.0, 3.9, n=152 | |||||
Rivers et al. 48 (mean) | 3.24 | 4.12 | 48 | |||
... hospital discharge
|
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WHO ERT 2014 (mean, s.d., n) | 16.4, 6.5, n=267 | 16.3, 6.1, n=152 | 15.4, 8.2, n=41 | — | 17.2, 6.2, n=70 | 16 |
WHO ERT 2015 (mean, (95% CI)) | 15.1 (14.6, 15.6) | 17 | ||||
… death
|
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WHO ERT 2014 (mean, s.d., n) | 7.5, 6.8, n=594 | 6.4, 5.3, n=248 | 7.9, 8, n=212 | — | 8.6, 6.9, n=128 | 16 |
WHO ERT 2015 (mean, (95% CI)) | 8.2 (7.9, 8.4) | 17 | ||||
Faye et al. 2014 (mean, s.d., n) | 8.9, 4.0, n=82) | 41 | ||||
Althaus et al. 61 (mean, range) | 7.41 (4–17), n=17 | 61 | ||||
… WHO notification | 6.1, 8.5, n=2185 | 7.5, 10.4, n=743 | 6, 8.7, n=797 | — | 4.5, 5, n=634 | 16 |
WHO notification to…
|
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… hospital discharge (mean, s.d., n) | 11.8, 7.2, n=312 | 11.1, 5.8, n=164 | 11, 8, n=41 | — | 12.7, 8.4, n=102 | 16 |
… death (mean, s.d., n) | -3.0, 13.8, n=584 | -4.4, 14.4, n=300 | -1.8, 13.6, n=221 | — | -1.6, 9.2, n=58 | 16 |
Hospitalization to…
|
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… discharge
|
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WHO ERT 2014 (mean, s.d., n) | 11.8, 6.1, n=290 | 11, 5.4, n=159 | 12.8, 8.1, n=40 | — | 12.4, 5.8, n=86 | 16 |
WHO ERT 2015 (mean, (95% CI)) | 11.2 (10.8, 11.7) | 17 | ||||
Rivers et al. 48 (recovery) (mean) | 15.88 | 15.88 | 48 | |||
… death
|
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WHO ERT 2014 (mean, s.d., n) | 4.2, 6.4, n=121 | 2.5, 3.4, n=36 | 4.5, 6, n=63 | — | 4.4, 6, n=17 | 16 |
WHO ERT 2015 (mean, (95% CI)) | 4.3 (4.1, 4.5) | 17 | ||||
Rivers et al. 48 (mean) | 10.07 | 6.26 | 48 | |||
Infectious period
|
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Rivers et al. 48 (mean) | 15.00 | 18.00 | 48 | |||
Infection to death
|
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Rivers et al. 48 (mean) | 13.31 | 10.38 | 48 | |||
Case Fatality Rate (estimate, (95% CI), n)
|
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WHO ERT 2014 (based on current status) | 37.7 (36.1, 39.2), n=3747 | 57.5 (53.7, 61.1), n=677 | 34.7 (32.4, 37.1), n=1616 | 40.0 (19.8–64.3), n=15 | 31.6 (29.3, 34.1), n=1439 | 16 |
Althaus 36 (based on reported deaths) | 74 (72, 75), n=607 | 71 (69, 74), n=1082 | 48 (47, 50), n=910 | 36 | ||
All cases (based on definitive outcome)
|
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WHO ERT 2014 | 70.8 (68.6, 72.8), n=1737 | 70.7 (66.7, 74.3), n=542 | 72.3 (68.9, 75.4), n=739 | 45.5 (21.3, 72), n=11 | 69.0 (64.5, 73.1), n=445 | 16 |
WHO ERT 2015 | 70.4 (69.2, 71.6), n=5616 | 17 | ||||
Althaus et al. 61 | 39 (14, 71), n=20 | 61 | ||||
Fasina et al. 54 | 40 (22, 61), n=20 | 54 | ||||
All hospitalized cases
|
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WHO ERT 2014 (based on definitive outcome) | 63.5 (60.5, 66.3), n=1100 | 63.4 (58.6, 67.9), n=434 | 66.6 (61.3, 71.6), n=338 | 100 (2.5, 100), n=1 | 61 (55.4, 66.4), n=318 | 16 |
WHO ERT 2015 (based on definitive outcome) | 60.7 (59.2, 62.3), n=3839 | 17 | ||||
Rivers et al. 48 | 0.500 | 0.750 | 48 | |||
Subset of Cases
|
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Faye et al. 2014 (Conakry) | 54 (49, 63), n=152 | 41 |
*here all countries refer to Guinea, Liberia and Sierra Leone.
†R0 of the index case arriving by air travel from Liberia; Rt estimated to be below 1 within 15 days (95% CI 11–21 days) after arrival of the index case from Liberia36
‡Authors refer to generation time, but have estimated the serial interval and assumed serial interval is the same as generation time.