Litcius/Paper detail

Human‐Centred Learning Analytics: 2019–24

Simon Buckingham Shum, Roberto Martínez‐Maldonado, Yannis Dimitriadis, Patrícia Santos

2024British Journal of Educational Technology24 citationsDOIOpen Access PDF

Abstract

Abstract Human‐Centred Learning Analytics (HCLA) has emerged in the last 5 years as an active sub‐topic within Learning Analytics, drawing primarily on the theories and methods of Human‐Computer Interaction (HCI). HCLA researchers and practitioners are adopting and adapting HCI theories/methods to meet the challenge of meaningfully engaging educational stakeholders in the LA design process, evaluating systems in use and researching the sociotechnical factors influencing LA successes and failures. This editorial introduces the contributions of the papers in this special section, reflects more broadly on the field's emergence over the last five years, considers known gaps and indicates new opportunities that may open in the next five years.

Topics & Concepts

Learning analyticsSociotechnical systemAnalyticsField (mathematics)Process (computing)Computer scienceData scienceEngineering ethicsKnowledge managementSociologyEngineeringMathematicsPure mathematicsOperating systemOnline Learning and AnalyticsE-Learning and Knowledge ManagementInnovative Teaching and Learning Methods