Increasing Impact

Enhancing the visibility and usability of your research outputs is essential to increasing their scientific impact. Interactive formats—such as Quarto reports, Jupyter notebooks, or web applications built with Streamlit or Shiny—enable others to explore your work dynamically, improving reproducibility and encouraging collaboration.

Publishing your data and code openly not only strengthens transparency and trust but also supports a more connected research community, leading to greater recognition, reuse, and citation of your work.

Lib4RI recommendation: We encourage researchers to:

• Follow reproducible coding practices and ensure data are linked to the code used for analysis.
• Publish datasets and software with a Digital Object Identifier (DOI) to enable proper citation and long-term accessibility.
  Seek tailored advice—project needs vary, and optimal solutions may depend on your field, software stack, or data type.

For personalized guidance or training, contact the Lib4RI Data Management Team. We can help you identify appropriate tools, publishing platforms, or collaborators to maximize the reach and impact of your research.

Resources

• Quarto
• Jupyter notebooks
• Streamlit apps
• Shiny apps