Resources
Research Data
- MANTRA research data in context provides an open online training module on 'Research Data in Context'
- Queen Mary University provides an open training module on 'Research Data Explained'
Research Data Management
Research data management online training
- MANTRA offers extensive online training in Research Data Management. You can work through their different modules to deepen your knowledge.
- Elixir has developed a Research Data Management toolkit for life sciences RDMKit
- UK Data Service offers online training material on research data management which can be accessed here.
- Queen Mary offers online Research Data Management Training
- DataTree has online training modules around research data management, including Data Management (Context) and Data Management (Practicalities).
- CESSDA produced the DMEG Data Management Expert Guide which examines the ways researchers can implement best practice in research data management. Access the pdf guide here.
- LEARN have created a Toolkit of Best Practice for Research Data Management, which includes examples of how research data management is implemented.
Resources for developing data management plans
If you want to find out more about data management plans (DMPs), explore the resources below.
- UGent Open Science have created a short video explaining the importance of DMPs and how to go about developing one. Watch it here
- Research Data Oxford provide an overview of DMPs such as what they should include and how to develop them. Explore the guidance here.
- Digital Curation Centre's (DCC) guide 'How to Develop a Data Management and Sharing Plan' and DMP checklist.
- UK Data Service provides a Data Management Costing Tool, a table listing data management activities and a column to estimate the cost of each activity. You can include this spending forecast in your DMP so you can assess whether you are on track as you go along. You can see the costing tool here.
Explore data management plans templates and examples
If you want to create a DMP, you can view other projects DMPs to help inform how you make your own. Explore the sites below which store data management plans and offer templates and guidance.
- On the ARGOS platform, you can view previous DMPs. It also provides guidance and tools to create your own plan.
- Developed by the Digital Curation Centre (DCC), DMPonline facilitates the creation, review, and sharing of data management plans. The online, open resource contains DMP templates and public DMPs for reference.
- DMP Tool contains public DMPs for reference as well as a list of requirements from different funders to ensure DMPs meet the criteria of the funding body.
- Data Stewardship Wizard is an open-source platform for collaborative and living data management plans trusted worldwide. You can access the tool here.
FAIR
Guidance
- GO FAIR is a stakeholder-driven initiative that aims to implement the FAIR data principles. They provide information on each principles as well as suggestions on how to go FAIR. Check out their guidance on the FAIR Principles here
- 'How to Fair' takes a deep dive into what FAIR is and how you can implement it. You can explore the website here.
- Research Data Center of the University of Mannheim's Research Data Centre has produced pdf guides for each of the FAIR principles, giving guidance on how to implement them.
Online training
- The Australian Research Data Commons offers a self-guided FAIR Data 101 training with practical activities. You can explore the training here.
- MANTRA offers an interactive training module on FAIR sharing and access here.
- OpenAire provides online guidance on how to make your data FAIR. You can explore the guidance here.
- University of Oxford explains FAIR in 60 seconds. You can watch the video here.
- Parthenos offers an online training course on FAIR, research data management and sharing your data. You can view the online course here.
FAIR checklists
Different organisations have created checklists to help researchers assess how FAIR their data is. Check a few out here ...
- ARDC offers an online FAIR data assessment tool
- UK Data Service FAIR pdf checklist here to review your data.
- OpenAire's pdf checklist
Metadata Introduction
- You can watch this knowledge clip from UGent University to gain an overview of metadata in a research context[21]
- You can explore CESSDA's explanation of metadata for qualitative and quantitative metadata here[22]
Research Data Lifecycle
- The RDM Kit have broken down the different stages of the data lifecycle here
- You can explore an interactive data lifecycle tool on CESSDA's DMEG here
- Explore UK Data Service's conception of data lifecycle here
- Office of Library and Information Services Data lifecycle
- University of Vienna: the research data lifecycle