This data comprises that collected for the publication of four articles and my PhD thesis. The data collection was undertaken across 4 years of the sonography course (2012-2013 and 2015-2016) and includes Excel spreadsheets (comprising the records of 174+ students), completed questionnaires (47 in total, but some were incomplete and therefore excluded from the data analysis) and coding data.