Towards a two-stage model of social influence using sequential stated adaptation experiments

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

This paper introduces a two-stage model to extend the modeling of social influence in the context of sequential stated adaptation experiments, where an individual is requested to complete the same choice task twice, once before and once after knowing the choice of a social network member. The magnitude of social influence is made a function of individuals’ socio-demographics and the nature of the relationship with a certain social network member. To eliminate the influence of the structure of sequential experiments, two effects, labeled “choice consistency” and “similarity” are singled out. Choice consistency says individuals exhibit the tendency to make consistent choices in sequential choice tasks, while similarity says individuals are more likely to adopt the alternative chosen by the social network member if it shares a high degree of similarity with the one chosen by the individuals in the first stage. Choice of city trip itinerary is taken as an example to investigate the model validity. Results support the assumptions underlying the model.
Original languageEnglish
Title of host publicationTransportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018
EditorsWeihua Gu, Shuaian Wang
PublisherHong Kong Society for Transportation Studies
Pages191-198
Number of pages8
ISBN (Electronic)9789881581471
Publication statusPublished - 2018
Event23rd International Conference of Hong Kong Society for Transportation Studies: Transportation Systems in the Connected Era, HKSTS 2018 - Hong Kong, Hong Kong
Duration: 8 Dec 201810 Dec 2018

Conference

Conference23rd International Conference of Hong Kong Society for Transportation Studies: Transportation Systems in the Connected Era, HKSTS 2018
CountryHong Kong
CityHong Kong
Period8/12/1810/12/18

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experiment
social network
Experiments

Keywords

  • Choice Consistency
  • Sequential Stated Adaptation Experiments
  • Similarity
  • Social Influence
  • Two-Stage Model

Cite this

Pan, X., Rasouli, S., & Timmermans, H. J. P. (2018). Towards a two-stage model of social influence using sequential stated adaptation experiments. In W. Gu, & S. Wang (Eds.), Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018 (pp. 191-198). Hong Kong Society for Transportation Studies.
Pan, X. ; Rasouli, S. ; Timmermans, H.J.P. / Towards a two-stage model of social influence using sequential stated adaptation experiments. Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018. editor / Weihua Gu ; Shuaian Wang. Hong Kong Society for Transportation Studies, 2018. pp. 191-198
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abstract = "This paper introduces a two-stage model to extend the modeling of social influence in the context of sequential stated adaptation experiments, where an individual is requested to complete the same choice task twice, once before and once after knowing the choice of a social network member. The magnitude of social influence is made a function of individuals’ socio-demographics and the nature of the relationship with a certain social network member. To eliminate the influence of the structure of sequential experiments, two effects, labeled “choice consistency” and “similarity” are singled out. Choice consistency says individuals exhibit the tendency to make consistent choices in sequential choice tasks, while similarity says individuals are more likely to adopt the alternative chosen by the social network member if it shares a high degree of similarity with the one chosen by the individuals in the first stage. Choice of city trip itinerary is taken as an example to investigate the model validity. Results support the assumptions underlying the model.",
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Pan, X, Rasouli, S & Timmermans, HJP 2018, Towards a two-stage model of social influence using sequential stated adaptation experiments. in W Gu & S Wang (eds), Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018. Hong Kong Society for Transportation Studies, pp. 191-198, 23rd International Conference of Hong Kong Society for Transportation Studies: Transportation Systems in the Connected Era, HKSTS 2018, Hong Kong, Hong Kong, 8/12/18.

Towards a two-stage model of social influence using sequential stated adaptation experiments. / Pan, X.; Rasouli, S.; Timmermans, H.J.P.

Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018. ed. / Weihua Gu; Shuaian Wang. Hong Kong Society for Transportation Studies, 2018. p. 191-198.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Pan X, Rasouli S, Timmermans HJP. Towards a two-stage model of social influence using sequential stated adaptation experiments. In Gu W, Wang S, editors, Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018. Hong Kong Society for Transportation Studies. 2018. p. 191-198