Key reading
Find out more about credibility-related initiatives from these materials from others individuals and organisations
Research culture
Research culture: A Selection of Articles (eLife collection, 2020)
What researchers think about culture they work in (Wellcome, 2020)
Research rigour
Rigor Resources - the US National Institute of Neurological Disorders and Stroke has provided a range of different resources aimed at instilling the Fundamental Principles of Rigorous Research, to facilitate training in transparency and other rigourous research practices.
Research integrity and ethics
The Embassy of Good Science - this open platform offers guidance and support to perform science responsibly and with integrity, with a focus on researchers' daily practices.
Research integrity: nine ways to move from talk to walk - a look at a European Commission project investigating how institutions worldwide are working to improve research integrity.
Research methods
Data simulation basics (2018) - this slidedeck by Dorothy Bishop is aimed at giving you the basic tools to kickstart your reproducible research.
Advanced Methods Workshop (2019) - this programme and materials for Workshop in Advanced Methods for Reproducible Science
How scientists can stop fooling themselves over statistics (2020) - this Nature World View article by Dorothy Bishop considers moving beyond conventional statistics training towards generating simulated data that students can subject to various kinds of statistical analysis.
Best practice on reproducibility
Reproducibility for Everyone - this resource consolidates expertise about reproducibility tools and best practices and provides that expertise to current researchers through a variety of materials. They enable researchers to adopt best practices in reproducibility, and to teach others.
UK Reproducibility Network - a national peer-led consortium that aims to ensure the UK retains its place as a centre for world-leading research. UKRN do this by investigating the factors that contribute to robust research, promoting training activities, and disseminating best practice.
The Turing Way - an evolving online handbook on how to conduct reproducible, ethical and collaborative research in data science and artificial intelligence.