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Related Experiment Video

Updated: Dec 12, 2025

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Accountability, research transparency and data reporting.

Marc Licker1,2, John Diaper3, Christoph Ellenberger3

  • 1Department of Anesthesiology, Pharmacology and Intensive Care, University Hospital of Geneva, CH-1211, Geneva, Switzerland. marc-joseph.licker@hcuge.ch.

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Summary
This summary is machine-generated.

Researchers often publish multiple papers from a single study cohort. This practice maximizes data utilization, with outcomes in databases and methods detailed in publications.

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Area of Science:

  • Biomedical research
  • Data science

Background:

  • Multiple publications frequently originate from single-subject cohorts to maximize data utility.
  • Preplanned study outcomes are typically disclosed in open-access databases.

Discussion:

  • Methodological details are comprehensively presented in submitted scientific articles.
  • This approach ensures thorough data exploitation and dissemination of research findings.

Key Insights:

  • Single cohorts can support multiple research papers, enhancing data value.
  • Open databases serve as repositories for preplanned study outcomes.

Outlook:

  • Future research should explore optimal strategies for deriving multiple publications from cohorts.
  • Standardizing the reporting of methodological aspects across publications is crucial.