Literature DB >> 27402744

Peer review and competition in the Art Exhibition Game.

Stefano Balietti1, Robert L Goldstone2, Dirk Helbing3.   

Abstract

To investigate the effect of competitive incentives under peer review, we designed a novel experimental setup called the Art Exhibition Game. We present experimental evidence of how competition introduces both positive and negative effects when creative artifacts are evaluated and selected by peer review. Competition proved to be a double-edged sword: on the one hand, it fosters innovation and product diversity, but on the other hand, it also leads to more unfair reviews and to a lower level of agreement between reviewers. Moreover, an external validation of the quality of peer reviews during the laboratory experiment, based on 23,627 online evaluations on Amazon Mechanical Turk, shows that competition does not significantly increase the level of creativity. Furthermore, the higher rejection rate under competitive conditions does not improve the average quality of published contributions, because more high-quality work is also rejected. Overall, our results could explain why many ground-breaking studies in science end up in lower-tier journals. Differences and similarities between the Art Exhibition Game and scholarly peer review are discussed and the implications for the design of new incentive systems for scientists are explained.

Keywords:  competition; creativity; fairness; innovation; peer review

Mesh:

Year:  2016        PMID: 27402744      PMCID: PMC4968744          DOI: 10.1073/pnas.1603723113

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


  20 in total

1.  Reproducibility of peer review in clinical neuroscience. Is agreement between reviewers any greater than would be expected by chance alone?

Authors:  P M Rothwell; C N Martyn
Journal:  Brain       Date:  2000-09       Impact factor: 13.501

Review 2.  Rewards and creative performance: a meta-analytic test of theoretically derived hypotheses.

Authors:  Kris Byron; Shalini Khazanchi
Journal:  Psychol Bull       Date:  2012-03-12       Impact factor: 17.737

3.  The perverse effects of competition on scientists' work and relationships.

Authors:  Melissa S Anderson; Emily A Ronning; Raymond De Vries; Brian C Martinson
Journal:  Sci Eng Ethics       Date:  2007-11-21       Impact factor: 3.525

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.  How social influence can undermine the wisdom of crowd effect.

Authors:  Jan Lorenz; Heiko Rauhut; Frank Schweitzer; Dirk Helbing
Journal:  Proc Natl Acad Sci U S A       Date:  2011-05-16       Impact factor: 11.205

6.  Publishing: The peer-review scam.

Authors:  Cat Ferguson; Adam Marcus; Ivan Oransky
Journal:  Nature       Date:  2014-11-27       Impact factor: 49.962

7.  Varieties of (Scientific) Creativity: A Hierarchical Model of Domain-Specific Disposition, Development, and Achievement.

Authors:  Dean Keith Simonton
Journal:  Perspect Psychol Sci       Date:  2009-09

8.  Rescuing US biomedical research from its systemic flaws.

Authors:  Bruce Alberts; Marc W Kirschner; Shirley Tilghman; Harold Varmus
Journal:  Proc Natl Acad Sci U S A       Date:  2014-04-14       Impact factor: 11.205

9.  Social influences on creativity: the effects of contracted-for reward.

Authors:  T M Amabile; B A Hennessey; B S Grossman
Journal:  J Pers Soc Psychol       Date:  1986-01

10.  Creativity in art and science: are there two cultures?

Authors:  Nancy C Andreasen; Kanchna Ramchandran
Journal:  Dialogues Clin Neurosci       Date:  2012-03       Impact factor: 5.986

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  12 in total

1.  Competition for priority harms the reliability of science, but reforms can help.

Authors:  Leonid Tiokhin; Minhua Yan; Thomas J H Morgan
Journal:  Nat Hum Behav       Date:  2021-01-28

2.  History of art paintings through the lens of entropy and complexity.

Authors:  Higor Y D Sigaki; Matjaž Perc; Haroldo V Ribeiro
Journal:  Proc Natl Acad Sci U S A       Date:  2018-08-27       Impact factor: 11.205

3.  A Networked Desktop Virtual Reality Setup for Decision Science and Navigation Experiments with Multiple Participants.

Authors:  Hantao Zhao; Tyler Thrash; Stefan Wehrli; Christoph Hölscher; Mubbasir Kapadia; Jascha Grübel; Raphael P Weibel; Victor R Schinazi
Journal:  J Vis Exp       Date:  2018-08-26       Impact factor: 1.355

4.  The human quest for discovering mathematical beauty in the arts.

Authors:  Stefano Balietti
Journal:  Proc Natl Acad Sci U S A       Date:  2020-10-23       Impact factor: 11.205

5.  The myopia of crowds: Cognitive load and collective evaluation of answers on Stack Exchange.

Authors:  Keith Burghardt; Emanuel F Alsina; Michelle Girvan; William Rand; Kristina Lerman
Journal:  PLoS One       Date:  2017-03-16       Impact factor: 3.240

6.  The effect of publishing peer review reports on referee behavior in five scholarly journals.

Authors:  Giangiacomo Bravo; Francisco Grimaldo; Emilia López-Iñesta; Bahar Mehmani; Flaminio Squazzoni
Journal:  Nat Commun       Date:  2019-01-18       Impact factor: 14.919

7.  Open Science Is Liberating and Can Foster Creativity.

Authors:  Willem E Frankenhuis; Daniel Nettle
Journal:  Perspect Psychol Sci       Date:  2018-07

8.  The peer review game: an agent-based model of scientists facing resource constraints and institutional pressures.

Authors:  Federico Bianchi; Francisco Grimaldo; Giangiacomo Bravo; Flaminio Squazzoni
Journal:  Scientometrics       Date:  2018-07-09       Impact factor: 3.238

9.  Beauty in artistic expressions through the eyes of networks and physics.

Authors:  Matjaž Perc
Journal:  J R Soc Interface       Date:  2020-03-11       Impact factor: 4.118

10.  The interaction between map complexity and crowd movement on navigation decisions in virtual reality.

Authors:  Hantao Zhao; Tyler Thrash; Armin Grossrieder; Mubbasir Kapadia; Mehdi Moussaïd; Christoph Hölscher; Victor R Schinazi
Journal:  R Soc Open Sci       Date:  2020-03-25       Impact factor: 2.963

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