id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-254513-7d10vd86	Phillips, B. C.	Echo chambers as early warning signals of widespread vaccine refusal in social-epidemiological networks	2020-10-20		.txt	text/plain	6215	357	58	We show that trends in all of the measurements described above (modularity, global clustering coefficient, census and sizes of communities and echo 70 chambers) provide early warning signals of epidemic and vaccine crisis events for a coupled disease-behaviour model of childhood disease. (B.10) , we can see that lead distance decreases with strengthening social norm σ, with all the EWS eventually failing (giving negative lead distances, so that warnings follow K s -these are useless); modularity scores for the sub-networks formed by pro-vaccine � Q V � (Fig. B.10a ) and anti-vaccine � Q N � (Fig. B.10a ) agents give useful warnings for all social norms 340 σ ≤ 2.40625, while both the number of opinion changes � Θ * � (Fig. B.10b ) and the probability of having an infected neighbour SNHT �� Γ * �� give useful signals for σ ≤ 2.90625. In this paper, we tested the use and effectiveness of different network measures as early warning signals (EWS) of sudden transitions in the social and infection dynamics of a multiplex model of disease.	./cache/cord-254513-7d10vd86.txt	./txt/cord-254513-7d10vd86.txt