{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,8]],"date-time":"2025-11-08T17:43:36Z","timestamp":1762623816989,"version":"3.41.2"},"reference-count":30,"publisher":"Emerald","issue":"10","license":[{"start":{"date-parts":[[2016,11,7]],"date-time":"2016-11-07T00:00:00Z","timestamp":1478476800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["K"],"published-print":{"date-parts":[[2016,11,7]]},"abstract":"<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n<jats:p>The purpose of this paper is to study dynamic evolution of passenger emotional contagion among different flights emerging in mass flight delays, so as to quantitatively analyze emotional variation tendencies and influences of concerned factors and intervention measures.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n<jats:p>An intervening variable of group emotion was introduced into emotional contagion model to simulate passenger emotional evolution among multi-flight groups. Besides, personalities, characters and social relationships were considered to represent individual differences in emotional changes. Based on personal contact relationships, emotional contagion model was proposed to evaluate cross-emotion transition processes among different groups under scenarios of information shortage. Eventually, evolutionary processes of passenger emotions were fused in an agent-based simulation based on social force correction model.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n<jats:p>Simulation experiment results revealed that passenger emotions suffer from combined impacts of individual emotional changes and emotional interactions among adjacent flights through a comparison with actual survey. Besides, emotional interactions accelerate processes of emotion transitions, and have significant impacts on adjacent flights when different measures are taken. Moreover, taking intervention measures simultaneously seems more effective than implementing intervention successively.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n<jats:p>The proposed method makes up for deficiency of ignoring effects of emotional interactions among adjacent flights. It contributes to providing control methods and strategies for relevant departments and improving the efficiency and ability of handling passenger collective events in mass flight delays.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/k-01-2016-0003","type":"journal-article","created":{"date-parts":[[2016,12,2]],"date-time":"2016-12-02T05:48:12Z","timestamp":1480657692000},"page":"1589-1603","source":"Crossref","is-referenced-by-count":6,"title":["Cross-emotional infection among multi-flight groups in mass flight delays"],"prefix":"10.1108","volume":"45","author":[{"given":"Meng","family":"Jia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yingbao","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","reference":[{"first-page":"842","article-title":"Crowd emotion detection using dynamic probabilistic models","year":"2014","key":"key2020051110350493300_ref001"},{"issue":"1","key":"key2020051110350493300_ref002","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1007\/s12559-014-9277-9","article-title":"Agent-based modeling of emotion contagion in groups","volume":"7","year":"2015","journal-title":"Cognitive Computation"},{"first-page":"48","article-title":"A multi-agent model for emotion contagion spirals integrated within a supporting ambient agent model","year":"2009","key":"key2020051110350493300_ref003"},{"first-page":"139","article-title":"Study of individual\u2019s risk perception in collective violent events","year":"2014","key":"key2020051110350493300_ref004"},{"first-page":"285","article-title":"Using social networks data for behavior and sentiment analysis","year":"2015","key":"key2020051110350493300_ref005"},{"first-page":"1","article-title":"An ambient agent model for group emotion support","year":"2009","key":"key2020051110350493300_ref006"},{"issue":"5","key":"key2020051110350493300_ref007","first-page":"949","article-title":"Chapter 19 agent-based models and human subject experiments","volume":"2","year":"2006","journal-title":"Handbook of Computational Economics"},{"issue":"7","key":"key2020051110350493300_ref008","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1080\/02640414.2011.653579","article-title":"\u2018Yes, we can!\u2019: perceptions of collective efficacy sources in volleyball","volume":"30","year":"2012","journal-title":"Journal of Sports Sciences"},{"issue":"4","key":"key2020051110350493300_ref009","first-page":"581","article-title":"How group-based emotions are shaped by collective emotions: evidence for emotional transfer and emotional burden","volume":"107","year":"2015","journal-title":"Journal of Personality & Social Psychology"},{"issue":"6","key":"key2020051110350493300_ref010","first-page":"1","article-title":"Analysis of emotion regulation in Spanish adolescents: validation of the emotion regulation questionnaire","volume":"6","year":"2016","journal-title":"Frontiers in Psychology"},{"first-page":"745","article-title":"Upset now?: emotion contagion in distributed groups","year":"2011","key":"key2020051110350493300_ref011"},{"issue":"4","key":"key2020051110350493300_ref012","first-page":"852","article-title":"The moral emotions","volume":"94","year":"2003","journal-title":"Handbook of Affective Sciences"},{"issue":"6803","key":"key2020051110350493300_ref013","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1038\/35035023","article-title":"Simulating dynamical features of escape panic","volume":"407","year":"2000","journal-title":"Nature"},{"issue":"1","key":"key2020051110350493300_ref014","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1080\/02699931.2015.1015969","article-title":"Explaining effervescence: Investigating the relationship between shared social identity and positive experience in crowds","volume":"30","year":"2016","journal-title":"Cognition and Emotion"},{"issue":"9","key":"key2020051110350493300_ref015","first-page":"657","article-title":"Fuzzy rules for events perception and emotions in an agent architecture","volume":"3","year":"2011","journal-title":"Mind"},{"issue":"2014","key":"key2020051110350493300_ref016","first-page":"1","article-title":"Agent based simulation of group emotions evolution and strategy intervention in extreme events","volume":"2014","year":"2014","journal-title":"Discrete Dynamics in Nature and Society"},{"issue":"3","key":"key2020051110350493300_ref017","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1057\/jos.2010.3","article-title":"Tutorial on agent-based modelling and simulation","volume":"4","year":"2010","journal-title":"Journal of Simulation"},{"issue":"2015","key":"key2020051110350493300_ref018","first-page":"105","article-title":"An agent-based model for integrated emotion regulation and contagion in socially affected decision making","volume":"12","year":"2015","journal-title":"Biologically Inspired Cognitive Architectures"},{"issue":"2015","key":"key2020051110350493300_ref019","first-page":"480","article-title":"When is emotional contagion adaptive?","volume":"380","year":"2015","journal-title":"Journal of Theoretical Biology"},{"issue":"2","key":"key2020051110350493300_ref020","first-page":"653","article-title":"An emotion-differentiated perspective on empathy with the emotion speci\ufb01c empathy questionnaire","volume":"5","year":"2014","journal-title":"Frontiers in Psychology"},{"issue":"1989","key":"key2020051110350493300_ref021","first-page":"119","article-title":"Analysis of events in the study of collective action","volume":"15","year":"1989","journal-title":"Annual Review of Sociology"},{"issue":"9","key":"key2020051110350493300_ref022","first-page":"1","article-title":"Facing sorrow as a group unites. facing sorrow in a group divides","volume":"10","year":"2015","journal-title":"Plos One"},{"issue":"10","key":"key2020051110350493300_ref023","doi-asserted-by":"crossref","first-page":"1039","DOI":"10.1007\/s00371-012-0731-y","article-title":"Crowd simulation: applying mobile grids to the social force model","volume":"28","year":"2012","journal-title":"Visual Computer"},{"issue":"1","key":"key2020051110350493300_ref024","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1093\/iwc\/iws006","article-title":"Mediated cues of group emotion during knowledge-work tasks: effects on subjective and physiological responses","volume":"25","year":"2013","journal-title":"Interacting with Computers"},{"first-page":"106","article-title":"The hierarchical perception model for crowd simulation","year":"2009","key":"key2020051110350493300_ref025"},{"issue":"2","key":"key2020051110350493300_ref026","first-page":"487","article-title":"Large-scale mass incidents and government responses in China","volume":"1","year":"2010","journal-title":"International Journal of China Studies"},{"issue":"3","key":"key2020051110350493300_ref027","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1007\/s10869-011-9243-4","article-title":"Emotional contagion and its relevance to individual behavior and organizational processes: a position paper","volume":"27","year":"2012","journal-title":"Journal of Business & Psychology"},{"issue":"1","key":"key2020051110350493300_ref028","first-page":"144","article-title":"Modifications to social force model","volume":"35","year":"2011","journal-title":"Journal of Nanjing University of Science & Technology"},{"first-page":"148","article-title":"The property right analysis and the contract governing about the group events of flight-delay","year":"2013","key":"key2020051110350493300_ref029"},{"issue":"39","key":"key2020051110350493300_ref030","first-page":"47","article-title":"Modification of the decision-making capability in the social force model for the evacuation process","volume":"39","year":"2011","journal-title":"Transport Theory & Statistical Physics"}],"container-title":["Kybernetes"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/www.emeraldinsight.com\/doi\/full-xml\/10.1108\/K-01-2016-0003","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/K-01-2016-0003\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/K-01-2016-0003\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T21:46:21Z","timestamp":1753393581000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/k\/article\/45\/10\/1589-1603\/273107"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11,7]]},"references-count":30,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2016,11,7]]}},"alternative-id":["10.1108\/K-01-2016-0003"],"URL":"https:\/\/doi.org\/10.1108\/k-01-2016-0003","relation":{},"ISSN":["0368-492X"],"issn-type":[{"type":"print","value":"0368-492X"}],"subject":[],"published":{"date-parts":[[2016,11,7]]}}}