Develop a usable data management plan that assigns responsibilities, protects sensitive information and supports future understanding, preservation and appropriate reuse of research data throughout and beyond a project.
Apply the FAIR principles to research data through meaningful documentation, persistent identification, clear access conditions and suitable formats, while recognising that responsible accessibility can include controlled access.
Build a research workflow that preserves inputs, records changes and connects analysis to reported results, making it easier for colleagues and future researchers to understand, check and rerun the work.
Understand how preregistration and Registered Reports differ, what a useful research plan should contain and how to report deviations and exploratory analyses without confusing transparency with inflexibility.
Build a research paper around a clear question and evidence-based argument, using an appropriate structure, transparent methods, disciplined interpretation and a final review that checks claims against the research record.
Create accurate, informative research titles and abstracts that help readers identify relevance, understand the study and judge its contribution without exaggeration, unexplained terminology or unsupported conclusions.
Understand how journal peer review operates, what different review models mean and how authors can participate responsibly through clear reporting, accurate declarations, constructive revision and respect for confidentiality.
Turn peer-review feedback into a coherent revision plan, respond to every substantive point and document changes clearly while preserving the research question, methodological integrity and a professional tone.
Develop a reliable referencing workflow that evaluates sources, connects claims to appropriate evidence and verifies bibliographic details, while using reference-management tools as support rather than a substitute for judgement.
Understand open-access publication options, assess fees and agreements, and plan appropriate licensing and repository deposit while checking the requirements of journals, institutions and research funders.
Learn how to interpret different publication versions and notices, check whether findings remain reliable and respond responsibly when research changes before or after formal journal publication.
Create a focused policy brief that connects a defined decision with reliable evidence, realistic options and actionable recommendations, while making uncertainty, implementation requirements and trade-offs visible.
CARE Knowledge Centre publishes educational explainers, practical guides and institutional perspectives. The included guides were prepared with AI assistance and source checks; they are not peer-reviewed research studies. Sources and editorial notes appear with each article. Regulations, institutional requirements and funding conditions should be checked with the relevant authority before action.
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