Case Study

Utilising diverse data sources is an important factor in creating a holistic view of OA. To build the OA Dashboard, STM took the innovative approach of combining multiple data sources into a single platform. While largely powered by Scopus data (both proprietary and from openly available sources such as the Directory of Open Access Journals (DOAJ), the Dashboard also runs on ESAC and Directory of Open Access Books (DOAB) data. This mixed model allows users to interrogate data from across the industry, in a single easy-to-use interface.  

The OA Dashboard was developed with transparency and open communication in mind. The OA Dashboard and its underlying data are published under a Creative Commons Attribution-NonCommercial 4.0 (CC BY-NC) license. Further, the methodology, definitions and limitations are clearly described on the OA Dashboard to allow for increased reproducibility.  Users can also immediately download the data in full for re-use. 

These efforts mean users can re-use the data for non-commercial purposes and many have done just that in reports, presentations and articles.   

The dashboard provides multiple data cuts to generate objective insights.  It is possible to compare uptake between STM and SSH disciplines, the most influential funders and across global regions so that trends relating to barriers and equity can be observed and studied.  The dashboard highlights not only the uptake of OA but also the rate at which it has been made available to and chosen by authors. 

The dashboard supports open communication through varied data insights enabling users to critically analyse of the uptake of OA and its drivers.