

Resources
Welcome to our Resources page, where you'll find tools and materials used by our researchers. We will continue to add more resources as they become available.
STREAM
Standards for Rapid Evaluation and Appraisal Methods (STREAM) to be used as 1) guidelines for the design and implementation of rapid evaluations, assessments and appraisals, 2) reporting templates, and 3) a quality assessment tool. This reporting guideline will apply to observational studies, qualitative research and mixed methods studies, service quality improvement studies and any study using rapid evaluation approaches.
Key Steps for A Human Assisted Learning Approach
This diagram outlines a human‑assisted machine learning workflow for analysing large volumes of qualitative data, combining automated tools with expert review. It shows how data moves through stages such as cleaning, sentiment and thematic analysis, discourse analysis, and final validation by researchers before being used to train a predictive large language model