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The Influence of Early Respondents: Information Cascade Effects in Online Event Scheduling

dc.contributor.authorRomero, Daniel
dc.contributor.authorReinecke, Katharina
dc.contributor.authorRobert, Lionel
dc.date.accessioned2016-12-16T09:36:57Z
dc.date.available2016-12-16T09:36:57Z
dc.date.issued2017-02-06
dc.identifier.citationRomero, D., Reinecke, K., Robert, L. P. (2017, February). The Influence of Early Respondents: Information Cascade Effects in Online Event Scheduling. In Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, ACM.en_US
dc.identifier.isbn978-1-4503-4675-7/17/02
dc.identifier.urihttps://hdl.handle.net/2027.42/134703
dc.description.abstractSequential group decision-making processes, such as online event scheduling, can be subject to social influence if the decisions involve individuals’ subjective preferences and values. Indeed, prior work has shown that scheduling polls that allow respondents to see others’ answers are more likely to succeed than polls that hide other responses, suggesting the impact of social influence and coordination. In this paper, we investigate whether this difference is due to information cascade effects in which later respondents adopt the decisions of earlier respondents. Analyzing more than 1.3 million Doodle polls, we found evidence that cascading effects take place during event scheduling, and in particular, that early respondents have a larger influence on the outcome of a poll than people who come late. Drawing on simulations of an event scheduling model, we compare possible interventions to mitigate this bias and show that we can optimize the success of polls by hiding the responses of a small percentage of low availability respondents.en_US
dc.language.isoen_USen_US
dc.publisherACMen_US
dc.subjectDecision-makingen_US
dc.subjectDoodleen_US
dc.subjectInformation cascadeen_US
dc.subjectHerding behavioren_US
dc.subjectSocial influenceen_US
dc.subjectteamworken_US
dc.subjectsocial pressureen_US
dc.subjectmajority influnceen_US
dc.subjectminority influenceen_US
dc.subjectpeer pressureen_US
dc.subjectgroup decision makingen_US
dc.subjectsimulationsen_US
dc.subjectrecency effecten_US
dc.subjectGroup thinken_US
dc.subjectonline event schedulingen_US
dc.subjectgroup schedulingen_US
dc.titleThe Influence of Early Respondents: Information Cascade Effects in Online Event Schedulingen_US
dc.typeArticleen_US
dc.subject.hlbsecondlevelInformation and Library Science
dc.subject.hlbtoplevelSocial Sciences
dc.description.peerreviewedPeer Revieweden_US
dc.contributor.affiliationumInformation, School ofen_US
dc.contributor.affiliationumComplex Systemsen_US
dc.contributor.affiliationumElectrical Engineering and Computer Scienceen_US
dc.contributor.affiliationotherUniversity of Washingtonen_US
dc.contributor.affiliationumcampusAnn Arboren_US
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/134703/1/Romero et al 2017 (WSDM).pdf
dc.identifier.doi10.1145/3018661.3018725
dc.identifier.sourceProceedings of the Tenth ACM International Conference on Web Search and Data Miningen_US
dc.identifier.orcid0000-0002-1410-2601en_US
dc.identifier.name-orcidRobert, Lionel P.; 0000-0002-1410-2601en_US
dc.owningcollnameInformation, School of (SI)


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