6533b86cfe1ef96bd12c8462

RESEARCH PRODUCT

Framework for pedagogical learning analytics

Ville Heilala

subject

microserviceknowledge discoverypedagogical learning analyticsstudent agencypedagogical knowledgeGDPRethics

description

Learning analytics is an emergent technological practice and a multidisciplinary scientific discipline, which goal is to facilitate effective learning and knowledge of learning. In this design science research, I combine knowledge discovery process, a concept of pedagogical knowledge, ethics of learning analytics and microservice architecture. The result is a framework for pedagogical learning analytics. The framework is applied and evaluated in the context of agency analytics. The framework contributes to the practical use of learning analytics.

http://urn.fi/URN:NBN:fi:jyu-201805082500