{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T14:59:03Z","timestamp":1753887543254,"version":"3.41.2"},"reference-count":64,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2019,2,18]],"date-time":"2019-02-18T00:00:00Z","timestamp":1550448000000},"content-version":"vor","delay-in-days":48,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004608","name":"Natural Science Foundation of Jiangsu Province","doi-asserted-by":"publisher","award":["BK20161563"],"award-info":[{"award-number":["BK20161563"]}],"id":[{"id":"10.13039\/501100004608","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LQ19F030011"],"award-info":[{"award-number":["LQ19F030011"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["81402760","81573261"],"award-info":[{"award-number":["81402760","81573261"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2019,1]]},"abstract":"<jats:p>The severity of an epidemic has a significant impact on individual vaccinating decisions under voluntary vaccination. During the epidemic of a vaccine\u2010preventable disease, individuals in a social network can perceive the infection risks based on global information announced by public health authorities, or local information obtained from their social neighbors. After that, they can rationally decide whether or not to take the vaccine through weighing the relative cost of vaccination and infection (i.e., relative vaccine cost). In this case, both social network structure and individuals\u2019 risk perception strategies will affect the final vaccine coverage. In this paper, we focus on the problem of how individuals\u2019 perceptions on epidemic severity affect their vaccinating behaviors in the face of flu\u2010like seasonal diseases in social networks, and vice versa. Specifically, we first present three types of static decision\u2010making mechanisms, each of which simulates human vaccinating behaviors based on different local\/global information. On this basis, we further present a reinforcement\u2010learning\u2010based mechanism, where individuals can use their historical vaccination experiences to determine what information is more suitable to estimate the severity of the epidemic. Finally, we carry out simulations on three types of social networks to investigate the effects of network structure, source of information, relative vaccine cost, and individual social connections on the final vaccine coverage and epidemic size. The results and findings can provide a new insight for designing incentive\u2010based vaccination policies and intervention strategies for flu\u2010like seasonal diseases.<\/jats:p>","DOI":"10.1155\/2019\/3901218","type":"journal-article","created":{"date-parts":[[2019,2,18]],"date-time":"2019-02-18T23:31:31Z","timestamp":1550532691000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Voluntary Vaccination through Perceiving Epidemic Severity in Social Networks"],"prefix":"10.1155","volume":"2019","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2734-3794","authenticated-orcid":false,"given":"Benyun","family":"Shi","sequence":"first","affiliation":[]},{"given":"Guangliang","family":"Liu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3239-4473","authenticated-orcid":false,"given":"Hongjun","family":"Qiu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2007-1821","authenticated-orcid":false,"given":"Yu-Wang","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Shaoliang","family":"Peng","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2019,2,18]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/12\/2\/023015"},{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2012.05.009"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2014.07.004"},{"key":"e_1_2_9_4_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00285-006-0006-1"},{"key":"e_1_2_9_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0168-8510(00)00132-9"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2010.02.007"},{"key":"e_1_2_9_7_2","doi-asserted-by":"publisher","DOI":"10.1097\/01.inf.0000183853.16113.a6"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.b4164"},{"key":"e_1_2_9_9_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0020577"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2010.0142"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-5474-8"},{"key":"e_1_2_9_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2016.10.006"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.plrev.2015.07.006"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physd.2011.02.001"},{"key":"e_1_2_9_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.mbs.2012.04.003"},{"key":"e_1_2_9_16_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-30471-0"},{"key":"e_1_2_9_17_2","doi-asserted-by":"publisher","DOI":"10.1023\/a:1007626510002"},{"key":"e_1_2_9_18_2","doi-asserted-by":"publisher","DOI":"10.1177\/0272989X02239651"},{"key":"e_1_2_9_19_2","doi-asserted-by":"publisher","DOI":"10.1093\/cid\/cir007"},{"key":"e_1_2_9_20_2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1731324100"},{"key":"e_1_2_9_21_2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0403823101"},{"key":"e_1_2_9_22_2","doi-asserted-by":"publisher","DOI":"10.1098\/rspb.2005.3153"},{"key":"e_1_2_9_23_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.0030085"},{"key":"e_1_2_9_24_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1002452"},{"key":"e_1_2_9_25_2","article-title":"Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics","volume":"4","author":"Zhang H. F.","year":"2014","journal-title":"Scientific Reports"},{"key":"e_1_2_9_26_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-16680-z"},{"key":"e_1_2_9_27_2","doi-asserted-by":"publisher","DOI":"10.1038\/nature02541"},{"key":"e_1_2_9_28_2","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2005.0051"},{"key":"e_1_2_9_29_2","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2007.1100"},{"key":"e_1_2_9_30_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000280"},{"key":"e_1_2_9_31_2","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2334-9-77"},{"key":"e_1_2_9_32_2","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2012.0997"},{"key":"e_1_2_9_33_2","doi-asserted-by":"publisher","DOI":"10.1103\/revmodphys.87.925"},{"key":"e_1_2_9_34_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.mbs.2006.08.015"},{"key":"e_1_2_9_35_2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0606774104"},{"key":"e_1_2_9_36_2","doi-asserted-by":"publisher","DOI":"10.1017\/S0950268814000430"},{"key":"e_1_2_9_37_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0112018"},{"key":"e_1_2_9_38_2","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/640\/1\/012007"},{"key":"e_1_2_9_39_2","doi-asserted-by":"publisher","DOI":"10.1209\/0295-5075\/112\/48002"},{"key":"e_1_2_9_40_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2489702"},{"key":"e_1_2_9_41_2","doi-asserted-by":"crossref","unstructured":"FuF. RosenbloomD. I. WangL. andNowakM. A. Imitation dynamics of vaccination behaviour on social networks 278 Proceedings of the Royal Society of London B: Biological Sciences 2011 42\u201349.","DOI":"10.1098\/rspb.2010.1107"},{"key":"e_1_2_9_42_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1002945"},{"key":"e_1_2_9_43_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2016.08.057"},{"key":"e_1_2_9_44_2","article-title":"Critical dynamics in population vaccinating behavior","author":"Pananos A. D.","year":"2017","journal-title":"Proceedings of the National Acadamy of Sciences"},{"key":"e_1_2_9_45_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2016.10.017"},{"key":"e_1_2_9_46_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2018.09.151"},{"key":"e_1_2_9_47_2","doi-asserted-by":"publisher","DOI":"10.1097\/01.ede.0000181633.80269.4c"},{"key":"e_1_2_9_48_2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0810762106"},{"key":"e_1_2_9_49_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2010.02.032"},{"key":"e_1_2_9_50_2","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2014.0013"},{"key":"e_1_2_9_51_2","doi-asserted-by":"publisher","DOI":"10.1063\/1.4931032"},{"key":"e_1_2_9_52_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000736"},{"key":"e_1_2_9_53_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0045653"},{"key":"e_1_2_9_54_2","first-page":"1","article-title":"Optimal time-profiles of public health intervention to shape voluntary vaccination for childhood diseases","author":"Buonomo B.","year":"2018","journal-title":"Journal of Mathematical Biology"},{"key":"e_1_2_9_55_2","doi-asserted-by":"publisher","DOI":"10.1038\/nature06940"},{"key":"e_1_2_9_56_2","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1927.0118"},{"volume-title":"Infectious Diseases of Humans: Dynamics and Control","year":"1992","author":"Anderson R. M.","key":"e_1_2_9_57_2"},{"key":"e_1_2_9_58_2","doi-asserted-by":"publisher","DOI":"10.1021\/j100540a008"},{"volume-title":"Mathematical Epidemiology of Infectious Diseases: Model Building, Analysis and Interpretation","year":"2000","author":"Diekmann O.","key":"e_1_2_9_59_2"},{"key":"e_1_2_9_60_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.286.5439.509"},{"key":"e_1_2_9_61_2","doi-asserted-by":"publisher","DOI":"10.1038\/30918"},{"key":"e_1_2_9_62_2","doi-asserted-by":"crossref","unstructured":"KimJ. H.andVuV. H. Generating random regular graphs Proceedings of the Thirty-fifth Annual ACM Symposium on Theory of Computing (ACM 2003) 2003 213\u2013222.","DOI":"10.1145\/780542.780576"},{"key":"e_1_2_9_63_2","doi-asserted-by":"publisher","DOI":"10.1137\/S003614450342480"},{"key":"e_1_2_9_64_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2005.10.009"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2019\/3901218.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2019\/3901218.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2019\/3901218","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T12:20:52Z","timestamp":1723033252000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2019\/3901218"}},"subtitle":[],"editor":[{"given":"Massimiliano","family":"Zanin","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2019,1]]},"references-count":64,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["10.1155\/2019\/3901218"],"URL":"https:\/\/doi.org\/10.1155\/2019\/3901218","archive":["Portico"],"relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"type":"print","value":"1076-2787"},{"type":"electronic","value":"1099-0526"}],"subject":[],"published":{"date-parts":[[2019,1]]},"assertion":[{"value":"2018-11-03","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-01-29","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-02-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"3901218"}}