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Reproducible research and GIScience: an evaluation using AGILE conference papers.

Daniel Nüst1, Carlos Granell2, Barbara Hofer3

  • 1Institute for Geoinformatics, University of Münster, Münster, Germany.

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Summary
This summary is machine-generated.

Reproducible research is crucial for data analysis. This study proposes actions for geographic information science (GIScience) to enhance transparency and reproducibility, addressing a lack of incentives for researchers.

Keywords:
AGILEData scienceGIScienceOpen accessOpen scienceReproducible conference publicationsReproducible research

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Area of Science:

  • Geographic Information Science (GIScience)
  • Computational Methods
  • Data Analysis

Background:

  • Growing demand for reproducible research in data-intensive fields.
  • Existing recommendations for reproducibility need practical application in GIScience.
  • Need for standardized criteria to assess reproducibility in GIScience publications.

Purpose of the Study:

  • To develop and apply criteria for assessing the reproducibility of GIScience articles.
  • To gather feedback from authors on the challenges and incentives for reproducible research.
  • To propose actionable strategies for improving transparency and reproducibility in GIScience.

Main Methods:

  • Reviewing current reproducible research recommendations.
  • Developing specific criteria for GIScience article reproducibility.
  • Assessing a sample of GIScience studies from the AGILE conference series.
  • Collecting feedback from study authors on the assessment process.

Main Results:

  • Authors generally support reproducible research but face insufficient incentives.
  • Current practices in GIScience may not fully meet reproducibility standards.
  • Author feedback highlights the need for better support and recognition for reproducible work.

Conclusions:

  • GIScience conferences and researchers must actively promote reproducibility.
  • Concrete actions include offering awards, badges, and clear author guidelines.
  • Publishing in Open Access formats can further enhance transparency and accessibility.