The Publication phase focuses on ensuring analytical outputs are transparent, reproducible, and accessible. Impact Analytics verifies and publishes reproducible research packages and provides technical support for data publication. We maintain the Reproducible Research Repository and the Development Impact public software repositories on GitHub (gitub.com/dime-worldbank). We are a leading contributor to the World Bank's Open Source Software Catalog. Through technical support, tools, and institutional guidance, we help teams document their analytical workflows and publish research outputs that are findable, accessible, and reusable.
Publication
Relevant Wiki Links
Publishing Data | Reproducible Research
Reproducible Research Resources
These resources help advance transparency and credibility in development research across the World Bank Group.
World Bank Reproducible Research Repository Resources | RRR 500 Packages Milestone One Pager | WBG Reproducibility Initiative One Pager | repkit | Reproducible Research Repository
Technical Support for Data Publication
Publishing data and research outputs requires careful documentation and consideration of privacy concerns. We provide technical guidance to help teams prepare data for publication, including:
Guidance for citing and documenting data used in analytical products
Assistance with dataset preparation and documentation
Technical support to ensure compliance with data privacy and governance standards
This support helps research teams share their work responsibly while maximizing its impact and accessibility.