Back

On discrete time epidemic models in Kermack-McKendrick form

Diekmann, O.; Othmer, H. G.; Planque, R.; Bootsma, M. C.

2021-03-26 epidemiology
10.1101/2021.03.26.21254385 medRxiv
Show abstract

Surprisingly, the discrete-time version of the general 1927 Kermack-McKendrick epidemic model has, to our knowledge, not been formulated in the literature, and we rectify this omission here. The discrete time version is as general and flexible as its continuous-time counterpart, and contains numerous compartmental models as special cases. In contrast to the continuous time version, the discrete time version of the model is very easy to implement computationally, and thus promises to become a powerful tool for exploring control scenarios for specific infectious diseases. To demonstrate the potential, we investigate numerically how the incidence-peak size depends on model ingredients. We find that, with the same reproduction number and initial speed of epidemic spread, compartmental models systematically predict lower peak sizes than models that use a fixed duration for the latent and infectious periods.

Matching journals

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

1
Journal of Mathematical Biology
40 papers in training set
Top 0.1%
28.7%
2
Bulletin of Mathematical Biology
92 papers in training set
Top 0.2%
6.8%
3
Mathematical Biosciences
49 papers in training set
Top 0.1%
5.6%
4
Journal of Theoretical Biology
162 papers in training set
Top 0.5%
5.5%
5
Infectious Disease Modelling
54 papers in training set
Top 0.3%
4.9%
50% of probability mass above
6
Theoretical Population Biology
50 papers in training set
Top 0.1%
4.4%
7
Physical Review Research
49 papers in training set
Top 0.2%
4.1%
8
Journal of The Royal Society Interface
235 papers in training set
Top 1%
3.5%
9
Nonlinear Dynamics
10 papers in training set
Top 0.1%
3.2%
10
Epidemiology and Infection
89 papers in training set
Top 0.6%
2.8%
11
Frontiers in Physics
21 papers in training set
Top 0.1%
2.5%
12
Physical Review E
112 papers in training set
Top 0.7%
1.9%
13
Scientific Reports
3612 papers in training set
Top 53%
1.7%
14
The European Physical Journal Plus
13 papers in training set
Top 0.2%
1.7%
15
Chaos, Solitons & Fractals
32 papers in training set
Top 0.5%
1.5%
16
PLOS ONE
5266 papers in training set
Top 52%
1.4%
17
Royal Society Open Science
214 papers in training set
Top 4%
1.1%
18
PLOS Computational Biology
1863 papers in training set
Top 17%
1.1%
19
Physical Review X
25 papers in training set
Top 0.3%
1.1%
20
Chaos: An Interdisciplinary Journal of Nonlinear Science
17 papers in training set
Top 0.3%
0.9%
21
Physical Biology
46 papers in training set
Top 1%
0.6%
22
Mathematical Medicine and Biology: A Journal of the IMA
10 papers in training set
Top 0.3%
0.6%
23
Evolution
225 papers in training set
Top 2%
0.6%