JYX > Opinnäytteet > Pro gradu -tutkielmat > View Item
Framework for pedagogical learning analytics
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.
MetadataShow full item record
- Pro gradu -tutkielmat 
Showing items with similar title or keywords.
Knowledge Discovery from the Programme for International Student Assessment Saarela, Mirka; Kärkkäinen, Tommi (Springer International Publishing, 2017)The Programme for International Student Assessment (PISA) is a worldwide study that assesses the proficiencies of 15-year-old students in reading, mathematics, and science every three years. Despite the high quality and ...
Approaching pedagogical language knowledge through student teachers: assessment of second language writing Aalto, Eija; Tarnanen, Mirja (Routledge, 2015)The article examines student teachers' pedagogical language knowledge. The analysis is based on data from an applied task in which Finnish student teachers (n = 221) of 16 school subjects assessed second language (SL) ...
Learning analytics with learning and analytics : advancing student agency analytics Heilala, Ville (2022)Pedagogically meaningful, research-based, and ethical learning analytics could foster the values and learning aims we want to advance in our society and educational system. However, it is essential to combine knowledge of ...
Student agency analytics : learning analytics as a tool for analysing student agency in higher education Jääskelä, Päivikki; Heilala, Ville; Kärkkäinen, Tommi; Häkkinen, Päivi (Taylor & Francis, 2021)This paper presents a novel approach and a method of learning analytics to study student agency in higher education. Agency is a concept that holistically depicts important constituents of intentional, purposeful, and ...
Developing pedagogical practices under umbrellas of different colours Heikkinen, Hannu L. T. (Tartu ülikooli kirjastus, 2019)The aim of this article is to introduce different ways to conceptualise approaches aimed at improving practices by combining practitioners’ professional work and research. In historical terms, the oldest of these approaches ...