This Research Data Management (RDM) - Nipissing University guide created by Rebecca Kasperavicius and Nipissing University's Office of Graduate Studies & Research is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
How the RDM practice of sharing data interacts with the principles of research ethics is important to understand for any data sets that include sensitive data. The Digital Research Alliance of Canada's (DRAC's) Sensitive Data Expert Group prepared a toolkit for researchers specifically on this topic. Check out the three parts below.
Part 1: Glossary of Terms for Sensitive Data used for Research Purposes
Part 2: Human Participant Research Data Risk Matrix
Part 3: Research Data Management Language for Informed Consent
Check out the De-Identification guidelines for Qualitative data (from Syracuse University) and Quantitative data (from the Information and Privacy Commissioner of Ontario).