All Recommendations & Outputs

RDA Endorsed Recommendations:

RDA Recommendations are the official, endorsed results of RDA and considered our “flagship” Outputs.

Recommendation Title



Recommendation Card

Scalable Dynamic-data Citation Methodology

doi: 10.15497/RDA00016

Data Citation Working Group

Supporting accurate citation of data subjected to change, for the efficient processing of data and linking from publications.

Data Description Registry Interoperability Model

doi: 10.15497/RDA00003

Data Description Registry Interoperability Working Group

Provides researchers a mechanism to connect datasets in various data repositories based on various models such as co-authorship, joint funding, grants, etc. 

Basic Vocabulary of Foundational Terminology Query Tool

doi: 10.15497/06825049-8CA4-40BD-BCAF-DE9F0EA2FADF

 ICT Technical specification


Data Foundation and Terminology Working Group

Ensures researchers apply a common core data model when organising their data and thus making data accessible and re-usable

Data Type Model and Registry

doi: 10.15497/A5BCD108-ECC4-41BE-91A7-20112FF77458

 ICT Technical specification

Data Type Registries Working Group

Ensures data producers classify their data sets in standard data types, allowing data users to automatically identify instruments to process and visualise the data

Persistent Identifier Type Registry

doi: 10.15497/FDAA09D5-5ED0-403D-B97A-2675E1EBE786

 ICT Technical specification

PID Information Types Working Group

Defines standard core PID information types to enable simplified verification of data identity and integrity

Machine Actionable Policy Templates

doi: 10.15497/83E1B3F9-7E17-484A-A466-B3E5775121CC

 ICT Technical specification

Practical Policy Working Group

Can be used to enforce management, automate administrative tasks, validate assessment criteria, and automate scientific analyses

Repository Audit and Certification Catalogues

dois: 10.17026/dans-22n-gk35 and 10.15497/rda00019

Repository Audit and Certification / DSA–WDS Partnership Working Group

Creates harmonized Common Procedures  for certification of repositories at the basic level, drawing from the procedures already put in place by the Data Seal of Approval (DSA) and the ICSU World Data System (ICSU­-WDS)

Workflows for Research Data Publishing: Models and Key Components

doi: 10.15497/RDA00004

RDA/WDS Publishing Data Workflows Working Group

Assists research communities in understanding options for data publishing workflows and increases awareness of emerging standards and best practices.

Wheat Data Interoperability Guidelines, Ontologies and User Cases

doi: 10.15497/RDA00018

Wheat Data Interoperability Working Group

Helps researchers create, manage and exchange wheat data.


Recommendations with RDA Endorsement in Process: 

Recommendation Title



Recommendation Card

BioSharing Recommendations: data repositories, standards and policies in the life, biomedical and environmental sciences

doi: 10.15497/RDA00017

BioSharing Registry: connecting data policies, standards & databases in life sciences WG

The BioSharing a set of recommendations are designed to guide users and producers of databases and content standards to select and describe them, or recommend them in data policies. The group has also developed a curated registry, which enacts the recommendations and assists a variety of end users, through the provision of well described, interlinked, and cross-searchable records on content standards, databases and data policies.

Sustainable Business Models for Brokering Middleware to support Research Interoperability

Brokering Governance Working Group

Discusses the strengths and weakness of five classes of business models in the context of long-term sustainment of brokering middleware

Metadata Standards Directory

Metadata standards directory Working Group

Enables discovery of metadata standards for documenting research data, regardless of academic discipline, and addresses issues related to coverage, ease of maintenance and sustainability.

Framework for Summer Schools in Data Science and Cloud Computing

RDA/CODATA Summer Schools in Data Science and Cloud Computing in the Developing World Working Group

A framework to run a series of Summer Schools in Data Science and data sharing in low and middle income countries (LMICs).

An open, universal literature-data cross-linking service

doi: 10.15497/RDA00002

RDA/DWS Publishing Data Services Working Group

Improves visibility, discoverability, re-use and reproducibility by bringing existing article/data links together, normalize them using a common schema, and expose the full set as an open service

External Services using the cross-linking service:

The Scholix initiative, a high level interoperability framework for exchanging information about the links between scholarly literature and data.

The DLI Service,the first exemplar aggregation and query service fed by the Scholix open information ecosystem.

Recommendation on Research Data Collections

doi: 10.15497/RDA00022

Research Data Collections WG Provides a comprehensive model for actionable collections and a technical interface specification to enable client-server interaction for research data collections.   


RDA Supporting Outputs

Supporting Outputs are useful solutions from our RDA Working and Interest Groups, but may not be as clearly adoptable by organisations as our RDA Recommendations.

 Supporting Output Title



Recommendation Card

23 Things: Libraries For Research Data 

dois for the 11 documents listed on this page

Libraries for Research Data Interest Group

An overview by of practical, free, online resources and tools that users can immediately take advantage of to incorporate research data management into the practice of librarianship.


Available in 11 languages (Arabic, Chinese, English, French, German, Hindi, Japanese, Korean, Portuguese, Russian, Spanish).

Data Discovery Paradigms: User Requirements and Recommendations for Data Repositories

doi: will be provided by the group

Data Discovery Paradigms Interest Group

This work can help data repositories improve search and discovery of their data. It focuses on enabling and improving the methods and tools by which users find data in these repositories. Recommendations can be used as guidelines or as a reference for developers, project and product managers at data repositories, as well as researchers who are involved in developing and improving data repositories, community platforms, or interfaces to data collections.  

Income Streams for Data Repositories

doi: 10.5281/zenodo.46693

RDA/WDS Publishing Data Cost Recovery for Data Centres Interest Group Data Centre managers and Research Infrastructures will gain a valuable insight into alternative options for cost recovery, substantiated by the results from a survey of over twenty data centres around the globe, and in different domains. Other stakeholders, including the users of data repositories and research performing organisations are also likely to value a transparent consideration of income streams and business models that can help maintain data infrastructure on a sustainable footing.  

Legal Interoperability of Research Data: Principles and Implementation Guidelines

doi: 10.5281/zenodo.162241

RDA/CODATA Legal Interoperability Interest Group

A set of principles and practical implementation guidelines offered as high-level guidance to all members of the research community who are engaged in activities that involve the access to and reuse of research data from diverse sources. The Principles are synergistic, so their greatest benefit is realized when they are considered together.


Matrix of use cases and functional requirements for research data repository platforms

Repository Platforms for Research Data Interest Group

Based on use cases, the matrix describes forty-four functional requirements identified for research data repository platforms and provides a score identifying relative importance. These functional requirement scores can be used to assess research data repository platforms and to prioritize functional requirements for development and adoption.

Research Data Repository Interoperability Primer

doi: 10.15497/RDA00020

Research Data Repository Interoperability Working Group

Presents a set of initial use cases, as well as an overview of standards, technologies and tools that could be components of an agreed adoptable approach to facilitating interoperability between different research data repository platforms. Main focus is on machine-machine communication with the primary goal of enabling migration and replication.


Ten Quick Tips for Finding Research Data

doi: will be provided by the group

Data Discovery Paradigms Interest Group

Can be used to educate and train research students and early career researchers, and to help researchers more effectively and precisely discover data that meets their specific needs.