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## Supplementary Material 

In this supplement, we provide additional details from the main paper. In Section 1, we provide two figures that illustrate the contagion/spreading process. In Section 2, we provide details regarding the empirical degree distribution and outcome models employed in Section 3 of the main paper. In Section 3, we formally specify the block structure used in the simulated contagion process in Section 4 of the main paper. In Section 4, we provide an expanded set of simulation results from Section 4 of the main paper. 

## 1 Figures of the Contagious Process 

Figure 1 shows a schematic of the contagion process for a specific node in a given network. Figure 2 shows the contagion process from its onset until study end. 

<img src='content_image/311840.jpg'>

