This dataset contains anonymised participant-level data underpinning the TEMPO study, a nationwide, eight-arm factorial randomised controlled trial evaluating behavioural interventions to increase uptake of faecal immunochemical test (FIT) colorectal cancer screening in Scotland. The dataset includes sociodemographic characteristics, intervention exposure and FIT return outcomes for 39,734 participants.