Table 6 Parameter estimates for the ongoing outbreak in West Africa

From: A review of epidemiological parameters from Ebola outbreaks to inform early public health decision-making

Parameter

All countries *

Guinea

Liberia

Nigeria

Sierra Leone

References

Incubation Period Distribution (days)

 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)

 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

R 0 (estimate, (95% CI))

 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

R t (estimate, (95% CI))

 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)

 Symptom onset to…

… hospitalization

 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

 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

 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…

 … 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…

 … discharge

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

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

 Rivers et al.48 (mean)

  

15.00

 

18.00

48

Infection to death

 Rivers et al.48 (mean)

  

13.31

 

10.38

48

Case Fatality Rate (estimate, (95% CI), n)

 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

 Althaus36 (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)

 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

 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

 Faye et al. 2014 (Conakry)

 

54 (49, 63), n=152

   

41

  1. Rt refers to effective reproduction number.
  2. μ=mean; Med=median; s.d.=standard deviation.
  3. WHO ERT is the World Health Organization Ebola Response Team16,17.
  4. *here all countries refer to Guinea, Liberia and Sierra Leone.
  5. †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
  6. ‡Authors refer to generation time, but have estimated the serial interval and assumed serial interval is the same as generation time.