Table 4.

Included studies covering spatio-temporal monitoring of disease spread with agent-based modeling approaches and their key aspects.

Study	Key aspects
Hoertel et al. (50)	Estimate impact of post-lockdown measures and introduce shielding of PAR
Hinch et al. (51)	Estimate effect of contact tracing with mobile app
Keer et al. (52)	Model by calculating probability of agent to change state at a timepoint
Staffini et al. (53)	Retrospectively study effect NPIs had and additional NPIs could have had
Colosi et al. (54)	Estimate reproduction numbers for different VOC in schools
Shattock et al. (55)	Analyze different NPI and vaccination strategies

PAR, persons at risk; NPI, non-pharmaceutical intervention; VOC, variance of concern.