Automated indicators of university teaching: replication package

Data, materials and analysis code for the article Automated indicators of university teaching for quality assurance: validity evidence and inconclusive human agreement. Includes the catalogue of 232 twenty-second clips from 117 Spanish- and English-language university lectures, system scores for eight dimensions of observable teaching behaviour, screening decisions, anonymised item-level ratings from an online human-judgement study, the pre-specified protocol (H1–H5), the survey application and the analysis code that reproduces the reported results. The scoring instrument and the recordings are not included.