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%.