Putting learning back into learning analytics: actions for policy makers, researchers, and practitioners

QR Code

Putting learning back into learning analytics: actions for policy makers, researchers, and practitioners

This paper is based on (a) a literature review focussing on the impact of learning analytics on supporting learning and teaching, (b) a Delphi study involving international expert discussion on current opportunities and challenges of learning analytics as well as (c) outlining a research agenda for...

Full description

Bibliographic Details
Main Authors:	Ifenthaler, Dirk, Gibson, David, Prasse, D., Shimada, A., Yamada, M.
Format:	Journal Article
Language:	English
Published:	SPRINGER 2021
Subjects:	Social Sciences Education & Educational Research Learning analytics Policy recommendation Learning support Data literacy Data privacy EDUCATIONAL DATA DESIGN FRAMEWORK SCALE IMPLEMENTATION PERFORMANCE CHALLENGES SYSTEMS IMPACT MODEL
Online Access:	http://hdl.handle.net/20.500.11937/86939

Similar Items

A conceptual framework for privacy policy negotiation in web services
by: Wu, Chen, et al.
Published: (2006)

Understanding the challenges of using personal data in media experiences
by: Sailaja, Neelima
Published: (2020)

Toward a Revolution in Australian Children’s Data and Privacy
by: Leaver, Tama, et al.
Published: (2023)

An information privacy taxonomy for collaborative environments
by: Skinner, Geoffrey, et al.
Published: (2006)

Improving understanding of EEG measurements using transparent machine learning models
by: Roadknight, Chris, et al.
Published: (2019)

Researching the transparency of personal data sharing: designing a concert receipt
by: Styliari, Tatiana C., et al.
Published: (2016)

Intelligent imputation method for mix data-type missing values to improve data quality
by: Alabadla, Mustafa R. A.
Published: (2024)

BioHEL: Bioinformatics-oriented Hierarchical Evolutionary Learning
by: Bacardit, Jaume, et al.
Published: (2006)

Measurement of challenge and self-efficacy in learning
by: Lopez, Michael
Published: (2012)

A study of advanced visualization literacy
by: Firat, Elif Emel
Published: (2022)

The 2014 DAF survey at the University of Sheffield
by: Cox, Andrew, et al.
Published: (2015)

The practical politics of sharing personal data
by: Tolmie, Peter, et al.
Published: (2017)

Influence of programming attitudes, computing attitudes and thinking styles on secondary champion school teachers’ computational thinking skills
by: Mohd Kusnan, Rusno
Published: (2021)

Enhancing Science Impact in the Coastal Zone through Adaptive Learning
by: Smith, T., et al.
Published: (2009)

Multi-source data fusion for land use classification using deep learning
by: Cao, Rui
Published: (2021)

Principled design of evolutionary learning sytems for large scale data mining
by: Franco Gaviria, María Auxiliadora
Published: (2013)

Defining and protecting meta privacy: A new conceptual framework within information privacy
by: Skinner, Geoffrey, et al.
Published: (2006)

A proposed learner activity taxonomy and a framework for analysing learner engagement versus performance using big educational data
by: Konstantinidis, Stathis, et al.
Published: (2017)

Case Slicing Technique for Feature Selection
by: A. Shiba, Omar A.
Published: (2004)

Effects of Computer Learning Program on Preschoolers’ Computer Abilities
by: Cheah, Eng Khoon
Published: (2004)

Deep reinforcement learning approaches for multi-objective problem in Recommender Systems
by: Ee, Yeo Keat
Published: (2022)

Living with interpersonal data: observability and accountability in the age of pervasive ICT
by: Goulden, Murray, et al.
Published: (2017)

Factors influencing user intention towards big data technology adoptions in educational organizations
by: Harun, Noor Baizura
Published: (2021)

A state of the art opinion mining and its application domains
by: Binali, Haji, et al.
Published: (2009)

Spatial resolution enhancement using deep learning and data augmentation for cloud-based infrastructure
by: Mohamed, Moataz Ahmed Abdelghaffar
Published: (2019)

Integration of situational and reward elements for fair privacy principles and preferences (F3P)
by: Skinner, Geoffrey, et al.
Published: (2006)

Comparison of distance metrics for hierarchical data in medical databases
by: Hassan, Diman, et al.
Published: (2014)

Anonymous feedback in e-learning systems
by: Dreher, Heinz
Published: (2005)

A pool-based pattern generation algorithm for logical analysis of data with automatic fine-tuning
by: Caserta, M., et al.
Published: (2015)

Measuring attitude towards personal data for adaptive cybersecurity
by: Addae, Joyce Hoese, et al.
Published: (2017)

Developments in the right to be forgotten
by: McGoldrick, Dominic
Published: (2013)

Remote sensing technology and machine learning algorithms for crop yield prediction in Bambara groundnut and grapevines
by: Jewan, Shaikh Yassir Yousouf
Published: (2024)

Enabling the new economic actor: data protection, the digital economy, and the databox
by: Crabtree, Andy, et al.
Published: (2016)

A personal route prediction system based on trajectory data mining
by: Chen, Ling, et al.
Published: (2011)

Sustainable development and organizational learning: mutually supportive?
by: Naude, Marita
Published: (2012)

Small fish in a big pond: an architectural approach to users privacy, rights and security in the age of big data
by: Angelopoulos, Spyros, et al.
Published: (2016)

Enabling the new economic actor: personal data regulation and the digital economy
by: Crabtree, Andy
Published: (2016)

Conditions Facilitating the Computer Utilization in Teaching and Learning among Secondary School Teachers, Malaysia
by: Khalid, Fariza
Published: (2007)

Data warehouse structuring methodologies for efficient mining of Western Australian petroleum data sources
by: Nimmagadda, Shastri, et al.
Published: (2005)

Data warehousing and mining technologies for adaptability in turbulent resources business environments
by: Nimmagadda, Shastri, et al.
Published: (2011)