Literature DB >> 21173276

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

Alexander M Petersen1, Woo-Sung Jung, Jae-Suk Yang, H Eugene Stanley.   

Abstract

The Matthew effect refers to the adage written some two-thousand years ago in the Gospel of St. Matthew: "For to all those who have, more will be given." Even two millennia later, this idiom is used by sociologists to qualitatively describe the dynamics of individual progress and the interplay between status and reward. Quantitative studies of professional careers are traditionally limited by the difficulty in measuring progress and the lack of data on individual careers. However, in some professions, there are well-defined metrics that quantify career longevity, success, and prowess, which together contribute to the overall success rating for an individual employee. Here we demonstrate testable evidence of the age-old Matthew "rich get richer" effect, wherein the longevity and past success of an individual lead to a cumulative advantage in further developing his or her career. We develop an exactly solvable stochastic career progress model that quantitatively incorporates the Matthew effect and validate our model predictions for several competitive professions. We test our model on the careers of 400,000 scientists using data from six high-impact journals and further confirm our findings by testing the model on the careers of more than 20,000 athletes in four sports leagues. Our model highlights the importance of early career development, showing that many careers are stunted by the relative disadvantage associated with inexperience.

Mesh:

Year:  2010        PMID: 21173276      PMCID: PMC3017158          DOI: 10.1073/pnas.1016733108

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


  17 in total

1.  From gene families and genera to incomes and internet file sizes: why power laws are so common in nature.

Authors:  William J Reed; Barry D Hughes
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2002-12-20

2.  The origin of bursts and heavy tails in human dynamics.

Authors:  Albert-László Barabási
Journal:  Nature       Date:  2005-05-12       Impact factor: 49.962

3.  Universality of citation distributions: toward an objective measure of scientific impact.

Authors:  Filippo Radicchi; Santo Fortunato; Claudio Castellano
Journal:  Proc Natl Acad Sci U S A       Date:  2008-10-31       Impact factor: 11.205

4.  Robust dynamic classes revealed by measuring the response function of a social system.

Authors:  Riley Crane; Didier Sornette
Journal:  Proc Natl Acad Sci U S A       Date:  2008-09-29       Impact factor: 11.205

5.  Scientific output and recognition: a study in the operation of the reward system in science.

Authors:  S Cole; J R Cole
Journal:  Am Sociol Rev       Date:  1967-06

6.  Collective dynamics of 'small-world' networks.

Authors:  D J Watts; S H Strogatz
Journal:  Nature       Date:  1998-06-04       Impact factor: 49.962

7.  The influence of relative age on success and dropout in male soccer players.

Authors:  Werner F Helsen; Janet L Starkes; Jan Van Winckel
Journal:  Am J Hum Biol       Date:  1998       Impact factor: 1.937

8.  The Matthew effect in science. The reward and communication systems of science are considered.

Authors:  R K Merton
Journal:  Science       Date:  1968-01-05       Impact factor: 47.728

9.  Preferential attachment in sexual networks.

Authors:  Birgitte Freiesleben de Blasio; Ake Svensson; Fredrik Liljeros
Journal:  Proc Natl Acad Sci U S A       Date:  2007-06-19       Impact factor: 11.205

10.  Understanding individual human mobility patterns.

Authors:  Marta C González; César A Hidalgo; Albert-László Barabási
Journal:  Nature       Date:  2008-06-05       Impact factor: 49.962

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  43 in total

1.  Persistence and uncertainty in the academic career.

Authors:  Alexander M Petersen; Massimo Riccaboni; H Eugene Stanley; Fabio Pammolli
Journal:  Proc Natl Acad Sci U S A       Date:  2012-03-19       Impact factor: 11.205

2.  Quantifying the impact of weak, strong, and super ties in scientific careers.

Authors:  Alexander Michael Petersen
Journal:  Proc Natl Acad Sci U S A       Date:  2015-08-10       Impact factor: 11.205

3.  Changing demographics of scientific careers: The rise of the temporary workforce.

Authors:  Staša Milojević; Filippo Radicchi; John P Walsh
Journal:  Proc Natl Acad Sci U S A       Date:  2018-12-11       Impact factor: 11.205

4.  Global citation inequality is on the rise.

Authors:  Mathias Wullum Nielsen; Jens Peter Andersen
Journal:  Proc Natl Acad Sci U S A       Date:  2021-02-16       Impact factor: 11.205

5.  Collective credit allocation in science.

Authors:  Hua-Wei Shen; Albert-László Barabási
Journal:  Proc Natl Acad Sci U S A       Date:  2014-08-11       Impact factor: 11.205

6.  Reputation and impact in academic careers.

Authors:  Alexander Michael Petersen; Santo Fortunato; Raj K Pan; Kimmo Kaski; Orion Penner; Armando Rungi; Massimo Riccaboni; H Eugene Stanley; Fabio Pammolli
Journal:  Proc Natl Acad Sci U S A       Date:  2014-10-06       Impact factor: 11.205

7.  Field experiments of success-breeds-success dynamics.

Authors:  Arnout van de Rijt; Soong Moon Kang; Michael Restivo; Akshay Patil
Journal:  Proc Natl Acad Sci U S A       Date:  2014-04-28       Impact factor: 11.205

8.  Requirement of nuclear factor κB for Smac mimetic-mediated sensitization of pancreatic carcinoma cells for gemcitabine-induced apoptosis.

Authors:  Dominic Stadel; Silvia Cristofanon; Behnaz Ahangarian Abhari; Kurt Deshayes; Kerry Zobel; Domagoj Vucic; Klaus-Michael Debatin; Simone Fulda
Journal:  Neoplasia       Date:  2011-12       Impact factor: 5.715

9.  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

10.  Scientific elite revisited: patterns of productivity, collaboration, authorship and impact.

Authors:  Jichao Li; Yian Yin; Santo Fortunato; Dashun Wang
Journal:  J R Soc Interface       Date:  2020-04-22       Impact factor: 4.118

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