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November 20, 20250 citationsOpen Access

Nudging Scientists into adopting Open Science Practices

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LCLange, Clemens

Key Points

  • Reproducibility of research products relies on adopting open science practices, fostering transparency.
  • Best practice recommendations support the integration of open research data with established protocols.
  • Data management plans are essential for project proposals, but compliance remains a challenge.
  • Supports the need for more infrastructure providers to facilitate open science initiatives in research communities.

Abstract

While funding agencies typically require data management plans for project proposals, this does not guarantee the eventual availability of Open Research Data (ORD) that adheres to the FAIR principles. In reality, only a small fraction of funded projects fulfills these commitments, primarily because providing ORD demands additional effort. Often, this effort occurs only after the publication of research results. Large international collaborations, such as the CMS Collaboration at CERN's Large Hadron Collider, face similar challenges. There is concern that requiring the sharing of analysis code and ensuring the reproducibility of research products could delay publication. However, an increasing number of scientists within CMS are adopting Open Science (OS) practices as part of their daily work. In my presentation, I will illustrate how a small group of OS advocates has successfully made these practices appealing to the community, transforming bystanders into OS practitioners. I will also review the vital role of infrastructure providers — specifically CERN as the host laboratory — in facilitating these efforts. Additionally, I will link my argument to CERN's OS policy and the recently developed best practice recommendations for OS and data preservation in high-energy physics. Ultimately, I will propose how these policies and recommendations can be adapted to benefit OS in other laboratories and research disciplines.

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Cite This Study

Lange, Clemens (2025) studied this question.

synapsesocial.com/papers/6924f08cc0ce034ddc350675https://doi.org/10.5281/zenodo.17663124
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Nudging Scientists into adopting Open Science Practices2025
  2. 2Open Science, reproducibible research, and the citation of articles, code and data alike2026
  3. 3Using the Open Science Framework for data archiving and publishing2026
  4. 4Introduction to Open Science: Where are we heading? 4 Prehrambeno-tehnološki fakultet Osijek2026
  5. 5Research Funding Requirements for Open Science and Research Data Management2026