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Related Concept Videos

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Confirmation Biases: Effect on Judgement
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Causes of reporting bias: a theoretical framework.

Jenny T van der Steen1,2, Gerben Ter Riet3,4, Cornelis A van den Bogert5

  • 1Department of Public Health and Primary Care, Leiden University Medical Center, Hippocratespad 21, Gebouw 3, Leiden, 2300 RC Leiden, The Netherlands.

F1000Research
|September 12, 2019
PubMed
Summary

Selective reporting bias threatens research validity. A new theoretical framework identifies motivations and flexible study designs as necessary causes, influenced by conflicts and societal pressures, to mitigate this bias.

Keywords:
Causalitypublication biasquestionable research practicereporting biasresearch designselective reporting

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Area of Science:

  • Research Integrity
  • Scientific Publishing
  • Biostatistics

Background:

  • Selective reporting of research findings compromises the integrity of the scientific literature.
  • Understanding the causes of reporting bias is crucial for developing effective mitigation strategies.

Purpose of the Study:

  • To present a theoretical framework detailing the causal pathways leading to selective reporting bias.
  • To guide future research and raise awareness among researchers and research consumers regarding reporting bias.

Main Methods:

  • Development of a theoretical framework based on a systematic review of selective reporting determinants.
  • Classification of causal factors into necessary and component causes.

Main Results:

  • Identified four clusters of causes: motivations (necessary), means (necessary), conflicts of interest (component), and societal/scientific pressures (component).
  • Motivations and means, when present together, are sufficient causes for reporting bias.
  • Component causes can modify the effect of necessary causes or act as mediators.

Conclusions:

  • The proposed framework provides a structured understanding of reporting bias.
  • Highlights the interplay between individual/team factors and external pressures in driving biased reporting.
  • Emphasizes the need for awareness and further research to combat reporting bias effectively.