Article Accepted Manuscript

Ten steps toward a better personality science – how quality may be rewarded more in research evaluation

Author(s) / Creator(s)

Leising, Daniel
Thielmann, Isabel
Glöckner, Andreas
Gärtner, Anne
Schönbrodt, Felix

Abstract / Description

We point out ten steps that we think will go a long way in improving personality science. The first five steps focus on fostering consensus regarding (1) research goals, (2) terminology, (3) measurement practices, (4) data handling, and (5) the current state of theory and evidence. The other five steps focus on improving the credibility of empirical research, through (6) formal modelling, (7) mandatory pre-registration for confirmatory claims, (8) replication as a routine practice, (9) planning for informative studies (e.g., in terms of statistical power), and (10) making data, analysis scripts, and materials openly available. The current, quantity-based incentive structures in academia clearly stand in the way of implementing many of these practices, resulting in a research literature with sometimes questionable utility and/or integrity. As a solution, we propose a quality-based reward scheme that explicitly weights published research by its Good Science merits. Scientists need to be increasingly rewarded for doing good work, not just lots of work.

Keyword(s)

reproducibility credibility research evaluation assessment quality metrics publication

Persistent Identifier

Date of first publication

2021-07-08

Journal title

Personality Science

Publisher

PsychArchives

Publication status

acceptedVersion

Review status

reviewed

Is version of

Citation

Leising, D., Thielmann, I., Glöckner, A., Gärtner, A., & Schönbrodt, F. (in press). Ten steps toward a better personality science – How quality may be rewarded more in research evaluation [Author accepted manuscript]. Personality Science. http://doi.org/10.23668/psycharchives.4963
  • Author(s) / Creator(s)
    Leising, Daniel
  • Author(s) / Creator(s)
    Thielmann, Isabel
  • Author(s) / Creator(s)
    Glöckner, Andreas
  • Author(s) / Creator(s)
    Gärtner, Anne
  • Author(s) / Creator(s)
    Schönbrodt, Felix
  • PsychArchives acquisition timestamp
    2021-07-08T17:30:33Z
  • Made available on
    2021-07-08T17:30:33Z
  • Date of first publication
    2021-07-08
  • Abstract / Description
    We point out ten steps that we think will go a long way in improving personality science. The first five steps focus on fostering consensus regarding (1) research goals, (2) terminology, (3) measurement practices, (4) data handling, and (5) the current state of theory and evidence. The other five steps focus on improving the credibility of empirical research, through (6) formal modelling, (7) mandatory pre-registration for confirmatory claims, (8) replication as a routine practice, (9) planning for informative studies (e.g., in terms of statistical power), and (10) making data, analysis scripts, and materials openly available. The current, quantity-based incentive structures in academia clearly stand in the way of implementing many of these practices, resulting in a research literature with sometimes questionable utility and/or integrity. As a solution, we propose a quality-based reward scheme that explicitly weights published research by its Good Science merits. Scientists need to be increasingly rewarded for doing good work, not just lots of work.
    en_US
  • Publication status
    acceptedVersion
  • Review status
    reviewed
  • Citation
    Leising, D., Thielmann, I., Glöckner, A., Gärtner, A., & Schönbrodt, F. (in press). Ten steps toward a better personality science – How quality may be rewarded more in research evaluation [Author accepted manuscript]. Personality Science. http://doi.org/10.23668/psycharchives.4963
    en_US
  • ISSN
    2700-0710
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/4391
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.4963
  • Language of content
    eng
    en_US
  • Publisher
    PsychArchives
    en_US
  • Is version of
    https://doi.org/10.5964/ps.6029
  • Is version of
    https://doi.org/10.23668/psycharchives.12453
  • Is related to
    https://doi.org/10.23668/psycharchives.12453
  • Is related to
    https://doi.org/10.23668/psycharchives.5652
  • Keyword(s)
    reproducibility
    en_US
  • Keyword(s)
    credibility
    en_US
  • Keyword(s)
    research evaluation
    en_US
  • Keyword(s)
    assessment
    en_US
  • Keyword(s)
    quality
    en_US
  • Keyword(s)
    metrics
    en_US
  • Keyword(s)
    publication
    en_US
  • Dewey Decimal Classification number(s)
    150
  • Title
    Ten steps toward a better personality science – how quality may be rewarded more in research evaluation
    en_US
  • DRO type
    article
    en_US
  • Journal title
    Personality Science
  • Visible tag(s)
    PsychOpen GOLD
    en_US
  • Visible tag(s)
    Accepted Manuscript
    en_US