Literature DB >> 22431620

Persistence and uncertainty in the academic career.

Alexander M Petersen1, Massimo Riccaboni, H Eugene Stanley, Fabio Pammolli.   

Abstract

Understanding how institutional changes within academia may affect the overall potential of science requires a better quantitative representation of how careers evolve over time. Because knowledge spillovers, cumulative advantage, competition, and collaboration are distinctive features of the academic profession, both the employment relationship and the procedures for assigning recognition and allocating funding should be designed to account for these factors. We study the annual production n(i)(t) of a given scientist i by analyzing longitudinal career data for 200 leading scientists and 100 assistant professors from the physics community. Our empirical analysis of individual productivity dynamics shows that (i) there are increasing returns for the top individuals within the competitive cohort, and that (ii) the distribution of production growth is a leptokurtic "tent-shaped" distribution that is remarkably symmetric. Our methodology is general, and we speculate that similar features appear in other disciplines where academic publication is essential and collaboration is a key feature. We introduce a model of proportional growth which reproduces these two observations, and additionally accounts for the significantly right-skewed distributions of career longevity and achievement in science. Using this theoretical model, we show that short-term contracts can amplify the effects of competition and uncertainty making careers more vulnerable to early termination, not necessarily due to lack of individual talent and persistence, but because of random negative production shocks. We show that fluctuations in scientific production are quantitatively related to a scientist's collaboration radius and team efficiency.

Year:  2012        PMID: 22431620      PMCID: PMC3325726          DOI: 10.1073/pnas.1121429109

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


  27 in total

1.  Coauthorship networks and patterns of scientific collaboration.

Authors:  M E J Newman
Journal:  Proc Natl Acad Sci U S A       Date:  2004-01-26       Impact factor: 11.205

2.  Age dynamics in scientific creativity.

Authors:  Benjamin F Jones; Bruce A Weinberg
Journal:  Proc Natl Acad Sci U S A       Date:  2011-11-07       Impact factor: 11.205

3.  Diffusion of scientific credits and the ranking of scientists.

Authors:  Filippo Radicchi; Santo Fortunato; Benjamin Markines; Alessandro Vespignani
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-11-11

4.  Assortative model for social networks.

Authors:  Michele Catanzaro; Guido Caldarelli; Luciano Pietronero
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2004-09-03

5.  The growth of business firms: theoretical framework and empirical evidence.

Authors:  Dongfeng Fu; Fabio Pammolli; S V Buldyrev; Massimo Riccaboni; Kaushik Matia; Kazuko Yamasaki; H Eugene Stanley
Journal:  Proc Natl Acad Sci U S A       Date:  2005-12-19       Impact factor: 11.205

6.  The increasing dominance of teams in production of knowledge.

Authors:  Stefan Wuchty; Benjamin F Jones; Brian Uzzi
Journal:  Science       Date:  2007-04-12       Impact factor: 47.728

7.  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

8.  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

9.  Synchronicity, instant messaging, and performance among financial traders.

Authors:  Serguei Saavedra; Kathleen Hagerty; Brian Uzzi
Journal:  Proc Natl Acad Sci U S A       Date:  2011-03-14       Impact factor: 11.205

10.  Survival analysis of faculty retention in science and engineering by gender.

Authors:  Deborah Kaminski; Cheryl Geisler
Journal:  Science       Date:  2012-02-17       Impact factor: 47.728

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  29 in total

1.  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

2.  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

3.  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

4.  A quantitative perspective on ethics in large team science.

Authors:  Alexander M Petersen; Ioannis Pavlidis; Ioanna Semendeferi
Journal:  Sci Eng Ethics       Date:  2014-06-12       Impact factor: 3.525

Review 5.  Science of science.

Authors:  Santo Fortunato; Carl T Bergstrom; Katy Börner; James A Evans; Dirk Helbing; Staša Milojević; Alexander M Petersen; Filippo Radicchi; Roberta Sinatra; Brian Uzzi; Alessandro Vespignani; Ludo Waltman; Dashun Wang; Albert-László Barabási
Journal:  Science       Date:  2018-03-02       Impact factor: 47.728

6.  Analysis of author gender in TPB, 1991-2018.

Authors:  Alissa L Severson; Lawrence H Uricchio; Ilana M Arbisser; Emily C Glassberg; Noah A Rosenberg
Journal:  Theor Popul Biol       Date:  2019-04-04       Impact factor: 1.570

7.  Intellectual synthesis in mentorship determines success in academic careers.

Authors:  Jean F Liénard; Titipat Achakulvisut; Daniel E Acuna; Stephen V David
Journal:  Nat Commun       Date:  2018-11-27       Impact factor: 14.919

8.  Systematic review and meta-analysis of depression, anxiety, and suicidal ideation among Ph.D. students.

Authors:  Emily N Satinsky; Tomoki Kimura; Mathew V Kiang; Rediet Abebe; Scott Cunningham; Hedwig Lee; Xiaofei Lin; Cindy H Liu; Igor Rudan; Srijan Sen; Mark Tomlinson; Miranda Yaver; Alexander C Tsai
Journal:  Sci Rep       Date:  2021-07-13       Impact factor: 4.379

9.  The possible role of resource requirements and academic career-choice risk on gender differences in publication rate and impact.

Authors:  Jordi Duch; Xiao Han T Zeng; Marta Sales-Pardo; Filippo Radicchi; Shayna Otis; Teresa K Woodruff; Luís A Nunes Amaral
Journal:  PLoS One       Date:  2012-12-12       Impact factor: 3.240

10.  World citation and collaboration networks: uncovering the role of geography in science.

Authors:  Raj Kumar Pan; Kimmo Kaski; Santo Fortunato
Journal:  Sci Rep       Date:  2012-11-29       Impact factor: 4.379

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