In this topic, I assume “Digital literacy and awareness” can be a confounder as it’s associated with both “Age” and “Contact pattern”, but it is not a direct step between them. Younger adults are more likely to adopt and actively use the app than older generations because of their access to technologies and societal trends. As a result, their “Digital literacy and awareness” could lead to higher participation rates of contacts among younger individuals.