The role of reciprocity and directionality of friendship ties in promoting behavioral change

Abdullah Almaatouq, Laura Radaelli, Alex Pentland, Erez Shmueli

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

Abstract

Friendship is a fundamental characteristic of human beings and usually assumed to be reciprocal in nature. Despite this common expectation, in reality, not all friendships by default are reciprocal nor created equal. Here, we show that reciprocated friendships are more intimate and they are substantially different from those that are not. We examine the role of reciprocal ties in inducing more effective peer pressure in a cooperative arrangements setting and find that the directionality of friendship ties can significantly limit the ability to persuade others to act. Specifically, we observe a higher behavioral change and more effective peer-influence when subjects shared reciprocal ties with their peers compared to sharing unilateral ones. Moreover, through spreading process simulation, we find that although unilateral ties diffuse behaviors across communities, reciprocal ties play more important role at the early stages of the diffusion process.

Original languageAmerican English
Title of host publicationSocial, Cultural, and Behavioral Modeling - 9th International Conference, SBP-BRiMS 2016, Proceedings
EditorsNathaniel Osgood, Kevin S. Xu, David Reitter, Dongwon Lee
PublisherSpringer Verlag
Pages33-41
Number of pages9
ISBN (Print)9783319399300
DOIs
StatePublished - 1 Jan 2016
Externally publishedYes
Event9th International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction and Behavior Representation in Modeling and Simulation, SBP-BRiMS 2016 - Washington, United States
Duration: 28 Jun 20161 Jul 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9708 LNCS

Conference

Conference9th International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction and Behavior Representation in Modeling and Simulation, SBP-BRiMS 2016
Country/TerritoryUnited States
CityWashington
Period28/06/161/07/16

Keywords

  • Adoption
  • Contagion
  • Reciprocity
  • Social networks

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • General Computer Science

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