id author title date pages extension mime words sentences flesch summary cache txt cord-004091-gex0zvoa Abdulkareem, Shaheen A. Risk perception and behavioral change during epidemics: Comparing models of individual and collective learning 2020-01-06 .txt text/plain 8379 432 50 For this study, we ran eight ABMs to test various combinations of individual and group learning, using different information sources-with or without interactions among agents-as factors in the BNs. We investigate the extent to which the epidemic spreads, depending on these different learning approaches regarding risk perception and coping decisions. The empirically-driven BNs model a two-stage decision process of people facing a disease risk: learning to update risk perceptions (threat appraisal, BN1 in Fig 1) and making decisions about how to adapt their behavior during the epidemic (coping appraisal, BN2 in Fig 1) . To evaluate the impact of individual and social intelligence on agents' learning processes regarding risk perception and coping appraisal and the resulting patterns of disease spread, we used four output measures: disease diffusion, risk perception, spatial patterns, and model performance. Finally, in M7, where household agents learned risk perception in decentralized groups and learned to cope individually, 2,911 infected cases were recorded (Table 3) . ./cache/cord-004091-gex0zvoa.txt ./txt/cord-004091-gex0zvoa.txt