Table 1.
Method | Advantages | Disadvantages | Data Sources |
---|---|---|---|
Transmission Dynamic Mathematical Models | Mechanistic capturing of AMR evolution Once fitted, can be used to predict/explore scenarios |
Requires comprehensive data Complexity of development |
Prevalence of AMR in infections in both humans and livestock Multiple country data on antibiotic use across the One Health spectrum |
Panel Regression Methods | Accommodation of flexible functional forms Complexity in many factors can be included Overcome data gaps |
Has difficulty accounting for exogenous or random relationships Requires causal mechanism understanding Requires comprehensive data |
Prevalence of AMR in infections in both humans and livestock Multiple country data on antibiotic use across the One Health spectrum data on social and economic factors |