Literature DB >> 24778230

Field experiments of success-breeds-success dynamics.

Arnout van de Rijt1, Soong Moon Kang2, Michael Restivo3, Akshay Patil4.   

Abstract

Seemingly similar individuals often experience drastically different success trajectories, with some repeatedly failing and others consistently succeeding. One explanation is preexisting variability along unobserved fitness dimensions that is revealed gradually through differential achievement. Alternatively, positive feedback operating on arbitrary initial advantages may increasingly set apart winners from losers, producing runaway inequality. To identify social feedback in human reward systems, we conducted randomized experiments by intervening in live social environments across the domains of funding, status, endorsement, and reputation. In each system we consistently found that early success bestowed upon arbitrarily selected recipients produced significant improvements in subsequent rates of success compared with the control group of nonrecipients. However, success exhibited decreasing marginal returns, with larger initial advantages failing to produce much further differentiation. These findings suggest a lesser degree of vulnerability of reward systems to incidental or fabricated advantages and a more modest role for cumulative advantage in the explanation of social inequality than previously thought.

Entities:  

Keywords:  Matthew effect; power law; preferential attachment; rich-get-richer effects; scale-free networks

Mesh:

Year:  2014        PMID: 24778230      PMCID: PMC4024896          DOI: 10.1073/pnas.1316836111

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  12 in total

1.  Emergence of scaling in random networks

Authors: 
Journal:  Science       Date:  1999-10-15       Impact factor: 47.728

2.  Top performers are not the most impressive when extreme performance indicates unreliability.

Authors:  Jerker Denrell; Chengwei Liu
Journal:  Proc Natl Acad Sci U S A       Date:  2012-05-29       Impact factor: 11.205

3.  Quantitative and empirical demonstration of the Matthew effect in a study of career longevity.

Authors:  Alexander M Petersen; Woo-Sung Jung; Jae-Suk Yang; H Eugene Stanley
Journal:  Proc Natl Acad Sci U S A       Date:  2010-12-20       Impact factor: 11.205

4.  Experimental study of inequality and unpredictability in an artificial cultural market.

Authors:  Matthew J Salganik; Peter Sheridan Dodds; Duncan J Watts
Journal:  Science       Date:  2006-02-10       Impact factor: 47.728

5.  Emergence of tempered preferential attachment from optimization.

Authors:  Raissa M D'Souza; Christian Borgs; Jennifer T Chayes; Noam Berger; Robert D Kleinberg
Journal:  Proc Natl Acad Sci U S A       Date:  2007-03-29       Impact factor: 11.205

6.  Social influence bias: a randomized experiment.

Authors:  Lev Muchnik; Sinan Aral; Sean J Taylor
Journal:  Science       Date:  2013-08-09       Impact factor: 47.728

7.  Complex systems: Unzipping Zipf's law.

Authors:  Lada Adamic
Journal:  Nature       Date:  2011-06-08       Impact factor: 49.962

8.  Network science: Luck or reason.

Authors:  Albert-László Barabási
Journal:  Nature       Date:  2012-09-12       Impact factor: 49.962

9.  Popularity versus similarity in growing networks.

Authors:  Fragkiskos Papadopoulos; Maksim Kitsak; M Ángeles Serrano; Marián Boguñá; Dmitri Krioukov
Journal:  Nature       Date:  2012-09-12       Impact factor: 49.962

10.  Experimental study of informal rewards in peer production.

Authors:  Michael Restivo; Arnout van de Rijt
Journal:  PLoS One       Date:  2012-03-29       Impact factor: 3.240

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  14 in total

1.  The Matthew effect in science funding.

Authors:  Thijs Bol; Mathijs de Vaan; Arnout van de Rijt
Journal:  Proc Natl Acad Sci U S A       Date:  2018-04-23       Impact factor: 11.205

2.  Three dimensions of scientific impact.

Authors:  Grzegorz Siudem; Barbara Żogała-Siudem; Anna Cena; Marek Gagolewski
Journal:  Proc Natl Acad Sci U S A       Date:  2020-06-08       Impact factor: 11.205

3.  If you move, I move: The social influence effect on residential mobility.

Authors:  Àlex G de la Prada; Eduardo Tapia
Journal:  PLoS One       Date:  2022-07-06       Impact factor: 3.752

4.  When does reputation lie? Dynamic feedbacks between costly signals, social capital and social prominence.

Authors:  Marion Dumas; Jessica L Barker; Eleanor A Power
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2021-10-04       Impact factor: 6.237

5.  The benefits of social influence in optimized cultural markets.

Authors:  Andrés Abeliuk; Gerardo Berbeglia; Manuel Cebrian; Pascal Van Hentenryck
Journal:  PLoS One       Date:  2015-04-01       Impact factor: 3.240

6.  Wiki surveys: open and quantifiable social data collection.

Authors:  Matthew J Salganik; Karen E C Levy
Journal:  PLoS One       Date:  2015-05-20       Impact factor: 3.240

7.  Dynamics of Disagreement: Large-Scale Temporal Network Analysis Reveals Negative Interactions in Online Collaboration.

Authors:  Milena Tsvetkova; Ruth García-Gavilanes; Taha Yasseri
Journal:  Sci Rep       Date:  2016-11-03       Impact factor: 4.379

8.  Arbitrary Inequality in Reputation Systems.

Authors:  Vincenz Frey; Arnout van de Rijt
Journal:  Sci Rep       Date:  2016-12-20       Impact factor: 4.379

9.  Pride and Social Status.

Authors:  Henrietta Bolló; Beáta Bőthe; István Tóth-Király; Gábor Orosz
Journal:  Front Psychol       Date:  2018-10-25

10.  The emergence of inequality in social groups: Network structure and institutions affect the distribution of earnings in cooperation games.

Authors:  Milena Tsvetkova; Claudia Wagner; Andrew Mao
Journal:  PLoS One       Date:  2018-07-20       Impact factor: 3.240

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