This report provides further background data and information on analyses conducted for the ‘Research Integrity in the UK: Annual Statement 2023’. The findings are discussed within that report, but this supplement provides additional material which may be useful for those wishing to look more closely at specific questions. The analysis of data relating to retracted publications and the Vitae Culture, Employment and Development in Academic Research Survey are included here.