The growing demand for microcredentials in education and workforce development necessitates scalable, accurate, and fair assessment systems for both soft and hard skills based on students' lived experience narratives. Existing approaches struggle with the complexities of hierarchical credentialing and the mitigation of algorithmic bias related to…

Intersectionality and positionality can be used to examine how various aspects of identity are analyzed in the context of learners' lived experiences. When examining how learners are recognized for their skills and competencies, there are several ways in which education and credentials can be leveraged. Autoethnographies were used to examine the…

College instructors are critical to increasing completion rates and creating more equitable educational opportunities that position all learners for upward mobility. Yet, few have received formal, comprehensive training in inclusive teaching practices that positively affect student learning, improve retention and completion rates, and close equity…

Microcredentials enable a digital transformation of educational offerings that build skills of learners and the capability of organisations; however learners struggle with balancing study on top of work and family commitments unless they are motivated and self-regulated in their learning. Designing microcredentials that intrinsically motivate…

Historical credentialing and credit documentation processes, such as transcripts and degrees, only capture skills acquired through traditional in-school experiences. This infrastructure impedes access to education and workforce opportunities for historically and systematically excluded communities by inadequately representing skills gathered…