Quantitative methodology: open research checklist

This checklist provides guidance for applying open research principles throughout the lifecycle of quantitative methodological research projects. It outlines good practice for planning, conducting, analysing, sharing, and disseminating research, and includes prompts around statistical models, data collection, raw data and null findings. The checklist supports researchers in embedding openness, inclusivity, ethical practice, and FAIR data principles while guiding on legal, ethical and confidentiality obligations. It is intended as a practical resource for researchers undertaking quantitative methodology projects enabling them to align with sound open research practices.

The checklist is complemented by a visual summary document which illustrates the key open research considerations. Designed as an engaging overview, it supports researchers at all stages of a project and serves as a quick reference to accompany the full checklist.