New Applications for measuring Data Impact in a Domain Science Open Repository

Data usage metrics are essential to inform repository administrators, funding agencies, and data authors and users about research impact. Like many open repositories, the DesignSafe Data Depot Repository (DDR), a natural hazards data repository, presents Make Data Count (MDC) compliant metrics for each published dataset. Over the last two years the DDR team has developed applications of MDC statistics for benchmarking levels of data usage and for examining usage patterns across time. These provide more revealing insights than a typical count of views or downloads per individual dataset. The applications leverage DesignSafe's extensive publication metadata, enabling a granular view of what data types are used, when, how much, and for how long. To date, the results have provided a picture of continued usage and stability in usage patterns for the majority of the repository's datasets. Other applications such as correlating MDC metrics with citation counts are in the works. The applications highlight the value of usage metrics which, in the form of longitudinal studies, can inform the implementation of long-term strategies to increase data usage, develop targeted data services, and to become more sustainable by demonstrating a repository's key role in the open research landscape.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-16
DOI
https://doi.org/10.5281/zenodo.15758662
Primary Topic
Prostate Cancer Treatment and Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

New Applications for measuring Data Impact in a Domain Science Open Repository

Zenodo (CERN European Organization for Nuclear Research)
Prostate Cancer Treatment and Research
article

New Applications for measuring Data Impact in a Domain Science Open Repository

article en

Abstract

Data usage metrics are essential to inform repository administrators, funding agencies, and data authors and users about research impact. Like many open repositories, the DesignSafe Data Depot Repository (DDR), a natural hazards data repository, presents Make Data Count (MDC) compliant metrics for each published dataset. Over the last two years the DDR team has developed applications of MDC statistics for benchmarking levels of data usage and for examining usage patterns across time. These provide more revealing insights than a typical count of views or downloads per individual dataset. The applications leverage DesignSafe's extensive publication metadata, enabling a granular view of what data types are used, when, how much, and for how long. To date, the results have provided a picture of continued usage and stability in usage patterns for the majority of the repository's datasets. Other applications such as correlating MDC metrics with citation counts are in the works. The applications highlight the value of usage metrics which, in the form of longitudinal studies, can inform the implementation of long-term strategies to increase data usage, develop targeted data services, and to become more sustainable by demonstrating a repository's key role in the open research landscape.

Zenodo (CERN European Organization for Nuclear Research)
The University of Texas at Austin (US)
Openalex Percentile: Top 37%
Prostate Cancer Treatment and Research
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.

New Applications for measuring Data Impact in a Domain Science Open Repository · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS