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On the value of meta‐research for early career researchers: A commentary

Authors: Nicholas Fabiano; Arnav Gupta; Jess G. Fiedorowicz; Marco Solmi;

On the value of meta‐research for early career researchers: A commentary

Abstract

AbstractMeta‐research, also known as “research on research” is a field of study that investigates the methods, reporting, reproducibility, evaluation, and incentives along the research continuum. Meta‐research literacy is imperative to ensure high quality, transparent and reproducible primary data or meta‐research products. In this commentary, we propose that early career researchers should be trained in meta‐research as a foundation to develop a deeper understanding of the research process and ability to appraise the research literature and design high‐quality original studies, irrespective of their chosen field of study. We discuss the importance of meta‐research and open science from the perspective of an early career trainee, highlighting essential areas for growth and obstacles one may encounter.

Keywords

Psychiatry, early career researcher, open science, RC435-571, Editorial Perspective, trainee, meta‐research, Pediatrics, RJ1-570

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    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    4
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Top 10%
Average
Top 10%
Green
gold