A growing number of students are engaging with alternative degrees, credentials and micro-credentials to improve and retain their employability. As a result, the need to measure the effectiveness of these new pathways calls for expanding the data sets required to measure outcomes. These include measurements incorporating socio-economic mobility, equity measures and re-engagement in higher ed and workforce outcomes.