Temporal effects on glare response were studied in a test room with daylight access. A multilevel model (MLM) with fixed and random effects was used to analyse the data. Significant and substantive influence of time of day on glare response was detected. Growing tolerance to discomfort from daylight glare was found as the day progresses. Variances associated with temporal variables confound influences on glare response.