Table 1.
Model input parameters for analysis of COVID-19 intervention strategies in KwaZulu-Natal province, South Africa
Base case value | Data source | |||
---|---|---|---|---|
Cohort age groups, years | ||||
0–19 | 40·26% | 11 | ||
20–59 | 51·48% | 11 | ||
≥60 | 8·26% | 11 | ||
Proportion of individuals in each health state at model start, % | ||||
Susceptible | 99·900% | Assumption | ||
Infected | ||||
Preinfectious latency stage | 0·030% | Assumption | ||
Asymptomatic | 0·030% | Assumption | ||
Mild or moderate disease | 0·030% | Assumption | ||
Severe disease | 0·005% | Assumption | ||
Critical disease | 0·005% | Assumption | ||
Recuperation after critical disease | 0·000% | Assumption | ||
Recovered | 0·000% | Assumption | ||
Re | 1·5 (1·1–2·6) | 12 | ||
Daily probability of onward transmission by health state* | ||||
Asymptomatic | 0·1556 | Appendix (pp 3, 6) | ||
Mild or moderate disease | 0·1266 | Appendix (pp 3, 6) | ||
Severe disease | 0·0088 | Appendix (pp 3, 6) | ||
Critical disease | 0·0070 | Appendix (pp 3, 6) | ||
Recuperation after critical disease | 0·0088 | Appendix (pp 3, 6) | ||
PCR testing† | ||||
Sensitivity‡, % | 70 (50–90) | 13, 14 | ||
Specificity, % | 100 | Assumption | ||
Cost, 2019 US$ | 26 (13–52) | Appendix (pp 6, 7) | ||
Time to result return and action, days | 5 (1–7) | Appendix (pp 6, 7) | ||
Resource availability per 11 000 000 people, n | ||||
Hospital beds | 26 220 | 15 | ||
Intensive care unit beds | 748 | 15 | ||
Isolation centre beds | As needed, no capacity limitation | Assumption | ||
Quarantine centre beds | As needed, no capacity limitation | Assumption | ||
Cost per person, 2019 US$ | ||||
Hospital bed, daily | 165 (83–330) | 16 | ||
Intensive care unit bed, daily | 2059 (1030–4118) | 17 | ||
Contact tracing/mass symptom screen, per instance | 3 (2–6) | Appendix (pp 24–27) | ||
Isolation centre bed, daily | 44 (22–88) | Appendix (pp 23, 25–27) | ||
Quarantine centre bed, daily | 37 (19–74) | Appendix (pp 23, 25–27) |
Data in parentheses are ranges used in sensitivity analysis. Re=effective reproductive number.
Transmission probabilities in a scenario where Re is 1·5.
Nasopharangeal specimens.
Test sensitivity does not vary by disease stage, with the exception of the preinfectious latency phase in which it is 0%.