DDI Adoption Metrics

DDI metadata standards are widely used to describe especially tabular data in depth, including their columns/variables. According to re3data.org, a global registry of research data repositories, they are the most prevalent standards with these capabilities. Additionally, re3data.org identifies OAI-PMH as the most widely adopted protocol for harvesting such metadata, with many endpoints available at re3data.org. Building on this, Wenzig and Han (2024, doi:10.29173/iq1116) recently analyzed over 250,000 data records in the DDI- Codebook format from various sources. Their methods can be adapted for continuous monitoring of metadata usage and availability. Such an approach could help new users identify where and how other institutions implement DDI standards, offering concrete starting points for further research and community engagement. A project funded by KonsortSWD – NFDI4Society is advancing these efforts with the following key deliverables: Development of metrics on DDI standard adoption, including the number of institutions using DDI, number of institutions providing DDI metadata through standardized methods, and statistics about the availability of records in the different DDI standards (DDI-Codebook, DDI-Lifecycle, DDI-CDI). Publication of datasets containing raw data for these metrics at each measurement interval. An experimental dashboard displaying these metrics alongside links to individual metadata records and repositories. This talk will provide an update on the project’s progress, which serves two immediate goals: Visualizing the adoption of DDI metadata standards. Encouraging institutions that have not yet made their metadata accessible to do so, enhancing their visibility within the community. Update: Two minor changes in the presentation.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-14
DOI
https://doi.org/10.5281/zenodo.15410806
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DDI Adoption Metrics

Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

DDI Adoption Metrics

article en

Abstract

DDI metadata standards are widely used to describe especially tabular data in depth, including their columns/variables. According to re3data.org, a global registry of research data repositories, they are the most prevalent standards with these capabilities. Additionally, re3data.org identifies OAI-PMH as the most widely adopted protocol for harvesting such metadata, with many endpoints available at re3data.org. Building on this, Wenzig and Han (2024, doi:10.29173/iq1116) recently analyzed over 250,000 data records in the DDI- Codebook format from various sources. Their methods can be adapted for continuous monitoring of metadata usage and availability. Such an approach could help new users identify where and how other institutions implement DDI standards, offering concrete starting points for further research and community engagement. A project funded by KonsortSWD – NFDI4Society is advancing these efforts with the following key deliverables: Development of metrics on DDI standard adoption, including the number of institutions using DDI, number of institutions providing DDI metadata through standardized methods, and statistics about the availability of records in the different DDI standards (DDI-Codebook, DDI-Lifecycle, DDI-CDI). Publication of datasets containing raw data for these metrics at each measurement interval. An experimental dashboard displaying these metrics alongside links to individual metadata records and repositories. This talk will provide an update on the project’s progress, which serves two immediate goals: Visualizing the adoption of DDI metadata standards. Encouraging institutions that have not yet made their metadata accessible to do so, enhancing their visibility within the community. Update: Two minor changes in the presentation.

Zenodo (CERN European Organization for Nuclear Research)
German Institute for Economic Research (DE)
Openalex Percentile: Top 38%
Research Data Management Practices
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

DDI Adoption Metrics · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS