The Role of Reciprocity and Directionality of Friendship Ties in Promoting Behavioral Change

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.

[1]  Sinan Aral,et al.  Identifying Influential and Susceptible Members of Social Networks , 2012, Science.

[2]  Alex Pentland,et al.  Social sensing: obesity, unhealthy eating and exercise in face-to-face networks , 2010, Wireless Health.

[3]  Alex Pentland,et al.  Sensing the "Health State" of a Community , 2012, IEEE Pervasive Computing.

[4]  W. Hartup,et al.  Adolescents and their friends. , 1993, New directions for child development.

[5]  Damon Centola An Experimental Study of Homophily in the Adoption of Health Behavior , 2011, Science.

[6]  S. May,et al.  Do social support interventions (“buddy systems”) aid smoking cessation? A review , 2000, Tobacco control.

[7]  Laura Radaelli,et al.  Are You Your Friends’ Friend? Poor Perception of Friendship Ties Limits the Ability to Promote Behavioral Change , 2016, PloS one.

[8]  A. Pentland,et al.  Inducing Peer Pressure to Promote Cooperation , 2013, Scientific Reports.

[9]  Dylan Walker,et al.  Tie Strength, Embeddedness, and Social Influence: A Large-Scale Networked Experiment , 2014, Manag. Sci..

[10]  J. Chanoine,et al.  Healthy Buddies: A Novel, Peer-Led Health Promotion Program for the Prevention of Obesity and Eating Disorders in Children in Elementary School , 2007, Pediatrics.

[11]  W. Hartup The company they keep: friendships and their developmental significance. , 1996, Child development.

[12]  Brett Laursen,et al.  Close friendships in adolescence , 1993 .

[13]  Grace Kao,et al.  Do You Like Me as Much as I Like You? Friendship Reciprocity and Its Effects on School Outcomes among Adolescents. , 2008, Social science research.

[14]  Jane Smith All about letters , 2009, BMJ : British Medical Journal.

[15]  Damon Centola,et al.  The Spread of Behavior in an Online Social Network Experiment , 2010, Science.

[16]  Coral Gartner,et al.  A Systematic Review of Peer-Support Programs for Smoking Cessation in Disadvantaged Groups , 2013, International journal of environmental research and public health.

[17]  Gregory M. Peterson,et al.  Clinical Pathway and Monthly Feedback Improve Adherence to Antibiotic Guideline Recommendations for Community-Acquired Pneumonia , 2016, PloS one.

[18]  Alex Pentland,et al.  The Strength of the Strongest Ties in Collaborative Problem Solving , 2014, Scientific Reports.

[19]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[20]  Alex Pentland,et al.  Reality mining: sensing complex social systems , 2006, Personal and Ubiquitous Computing.

[21]  N. Christakis,et al.  The Spread of Obesity in a Large Social Network Over 32 Years , 2007, The New England journal of medicine.

[22]  Alex Pentland,et al.  Social fMRI: Investigating and shaping social mechanisms in the real world , 2011, Pervasive Mob. Comput..

[23]  M. Macy,et al.  Complex Contagions and the Weakness of Long Ties1 , 2007, American Journal of Sociology.

[24]  N. Christakis,et al.  Dynamic spread of happiness in a large social network : longitudinal analysis of the Framingham Heart Study social network. Commentary , 2009 .