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Managing Qualitative Social Science Data An interactive online course

This interactive on-line course prepared by the Social Science Research Council and the Qualitative Data Repository contains four modules about different aspects of RDM of qualitative data in Social Sciences. Each module is composed by multiple lessons and can also function as a stand-alone resource to be completed individually. Most lessons include associated readings, resources, exercises, and activities.

DataWiz Knowledge Base

The knowledge base’s of the DataWiz is a complete RDM guideline for Psychology research to support or complement the use of the DataWiz data management tool. The content is structured in three sections: before, during and after data collection & analysis. The first section covers data management planning as well as the various legal and ethical aspects related to data management. The second section focuses on best practices and tips for handling and documenting data during research. Finally, the last section focuses on how to share and preserve data at the end of the project.

Legal instruments and agreements before collecting data

Utrecht University provides an overview of possible legal instruments and agreements that might be necessary to establish prior to data collection. The information is provided in a user friendly approach departing from the perspective of different stakeholders perspective: data subject, third party and data reuser. It then provides extended details of what it instrument entails with further guidance, templates or examples for each case.

Identifying and assessing RDM costs

The OpenAire project has prepared a guideline to cost data management based on the work of the UK Data Service and the Landelijk Coördinatiepunt Research Data Management. For each data management phase, different activities are foreseen and a description and estimated costs are provided. The guidelines come with brief instructions on how to used them and a useful infographic about RDM and sharing data costs, prepared for OpenAire by the Digital Curation Centre.

Anticipating the costs of research data management

The University of Bristol has elaborated brief but complete guidelines to anticipate data management costs in a research project, so that these can be included in research funding applications. The guideline provides approximated costs of different activities at different stages of the research data lifecycle.

RDM requirements per research phase

The University of Ghent summarises all the RDM requirements per funder and grouped into four categories: during proposal stage, post-award data management plan, covering data management costs and data sharing and/or preservation requirements.

Harmonised overview of policies and regulations

The University of Bath has elaborated a page with UKRI and other major funder requirements, together with university policy requirements and national relevant legislation. For each funder, information is given in a set of harmonized sections: providing a DMP, recovering data management costs, providing data access statements, data sharing and data retention.

Curated list of publishers data availability requirements

Radboud University has created a spreadsheet which lists the journals (and respective publisher) where their affiliated researchers publish more frequently. For each publisher a categorized list of data availability requirements is given (e.g. “Obligatory”, “Encouraged”, “Upon request”, “Optional as supplementary material”). In the spreadsheet, a link to the publisher’s policy page for additional details is provided.

Curated list of funder requirements

The University of Bristol has compiled a curated list of funders’ requirements. They have opted for a standardized checklist of requirements, which covers aspects such as whether a DMP is required during the application, whether a repository is recommended by the funder, whether the compliance of the policy is monitored or not, what is the minimum preservation timeframe required, etc. For each of the funder, an extensive document with specific guidelines has been created.

Guidelines on informed consent

Radboud University provides an extensive guideline on how to obtain and register informed consent, with specific recommendations depending on how consent is obtained (paper-based, online form or oral), what the content of informed consent procedures should be and how to store them. Besides, examples and sample documents are provided to facilitate the process for researchers.

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