Presentation at 'Analytics in learning and teaching: the role of big data, personalized learning and the future of the teacher, event organised at the University of Central Lancashire (UCLAN) by the Vital project (Visualisation tools and analytics to monitor language learning and teaching) on 17 July 2017. Presentation includes work from the LACE and LAEP projects.
Keynote talk given at the Learning Analytics Summer Institute 2016 (LASI16) at the University of Deusto, Bilbao, Spain in June 2016 by Rebecca Ferguson.
What does the future hold for learning analytics? In terms of Europe’s priorities for learning and training, they will need to support relevant and high-quality knowledge, skills and competences developed throughout lifelong learning. More specifically, they should improve the quality and efficiency of education and training, enhance creativity and innovation, and focus on learning outcomes in areas such as employability, active-citizenship and well-being. This is a tall order and, in order to achieve it, we need to consider how our work fits into the larger picture. Drawing on the outcomes of two recent European studies, Rebecca will discuss how we can avoid potential pitfalls and develop an action plan that will drive the development of analytics that enhance both learning and teaching.
Accountablity and Trust in the Norwegian Education SystemEduSkills OECD
This presentation was given by Frode Nyhamn of the Norwegian Directorate for Education and Training
at the GCES Conference on Trust and Education in The Hague on 7 December during the Workshop A on When trust breaks down.
Digital capability and teaching excellence: an integrative review Jisc
Slides from the presentation by Helen J Parkin and Dr Liz Austen, of Sheffield Hallam University, at the student experience experts meeting, 12 October
The Ecology of Sharing: Synthesizing OER ResearchRobert Farrow
Arguably, Open Educational Resources (OER) are starting to enter the mainstream, though some fundamental questions about their value and impact remain to be answered or supported with appropriate evidence. Much early OER activity was driven by ideals and interest in finding new ways to release content, with less direct research and reflection on the process. Furthermore, the majority of OER studies are localised, making extrapolation problematic. At the same time there are considerable practical experiences and ideas that it would be valuable to share. This presentation introduces the 'hub' as metaphor for the kind of networked research that is needed by the OER movement. The Open University's OER Research Hub project (2012-2014) works across eight primary research collaborations augmented with additional fellowships and connections with organisation to collate and synthesize research into OER across a range of sectors and stakeholders (k12, College Entry, Higher Education, Informal). The guiding research hypotheses are grounded in preparatory work in discourse analysis and collective intelligence as part of the OLnet project (which was previously presented at OER12). We then describe the research methodology for OER Research Hub, showing how claims about 'openness' may be validated in different contexts. The argument presented is that through (1) integrating and co-ordinating research methods and (2) developing open data policies it is possible to build an evidence base for the kinds of claims that the OER movement wants to make. Thus, through an 'ecology of sharing' researchers can build and participate in a research network that is greater than the sum of its parts. We will also show how this is working in practice by highlighting some of the activities that are taking place within some collaborations, showing how harmonizing the questions we ask in surveys and interviews across the different collaborations enhances our ability to make both comparative claims which apply in the broadest range of educational contexts.
Presentation at 'Analytics in learning and teaching: the role of big data, personalized learning and the future of the teacher, event organised at the University of Central Lancashire (UCLAN) by the Vital project (Visualisation tools and analytics to monitor language learning and teaching) on 17 July 2017. Presentation includes work from the LACE and LAEP projects.
Keynote talk given at the Learning Analytics Summer Institute 2016 (LASI16) at the University of Deusto, Bilbao, Spain in June 2016 by Rebecca Ferguson.
What does the future hold for learning analytics? In terms of Europe’s priorities for learning and training, they will need to support relevant and high-quality knowledge, skills and competences developed throughout lifelong learning. More specifically, they should improve the quality and efficiency of education and training, enhance creativity and innovation, and focus on learning outcomes in areas such as employability, active-citizenship and well-being. This is a tall order and, in order to achieve it, we need to consider how our work fits into the larger picture. Drawing on the outcomes of two recent European studies, Rebecca will discuss how we can avoid potential pitfalls and develop an action plan that will drive the development of analytics that enhance both learning and teaching.
Accountablity and Trust in the Norwegian Education SystemEduSkills OECD
This presentation was given by Frode Nyhamn of the Norwegian Directorate for Education and Training
at the GCES Conference on Trust and Education in The Hague on 7 December during the Workshop A on When trust breaks down.
Digital capability and teaching excellence: an integrative review Jisc
Slides from the presentation by Helen J Parkin and Dr Liz Austen, of Sheffield Hallam University, at the student experience experts meeting, 12 October
The Ecology of Sharing: Synthesizing OER ResearchRobert Farrow
Arguably, Open Educational Resources (OER) are starting to enter the mainstream, though some fundamental questions about their value and impact remain to be answered or supported with appropriate evidence. Much early OER activity was driven by ideals and interest in finding new ways to release content, with less direct research and reflection on the process. Furthermore, the majority of OER studies are localised, making extrapolation problematic. At the same time there are considerable practical experiences and ideas that it would be valuable to share. This presentation introduces the 'hub' as metaphor for the kind of networked research that is needed by the OER movement. The Open University's OER Research Hub project (2012-2014) works across eight primary research collaborations augmented with additional fellowships and connections with organisation to collate and synthesize research into OER across a range of sectors and stakeholders (k12, College Entry, Higher Education, Informal). The guiding research hypotheses are grounded in preparatory work in discourse analysis and collective intelligence as part of the OLnet project (which was previously presented at OER12). We then describe the research methodology for OER Research Hub, showing how claims about 'openness' may be validated in different contexts. The argument presented is that through (1) integrating and co-ordinating research methods and (2) developing open data policies it is possible to build an evidence base for the kinds of claims that the OER movement wants to make. Thus, through an 'ecology of sharing' researchers can build and participate in a research network that is greater than the sum of its parts. We will also show how this is working in practice by highlighting some of the activities that are taking place within some collaborations, showing how harmonizing the questions we ask in surveys and interviews across the different collaborations enhances our ability to make both comparative claims which apply in the broadest range of educational contexts.
UCT, Fort Hare or UNISA: Which university is OER ready?ROER4D
UCT, Fort Hare or UNISA: Which university is OER ready? Presentation at UCT Teaching and Learning Conference 2015/16
Glenda Cox & Henry Trotter
30 March 2016
Presentation by Andras Szucs, EDEN at the 2019 European Distance Learning Week's first-day webinar on "Why is digital learning relevant for curriculum transformation in Higher Education? " - 11 November 2019
Recording of the discussion is available: https://eden-online.adobeconnect.com/p6n1qh9zz2kf/ & https://www.youtube.com/watch?v=JQhG87aNGqQ
CCCOER Webinar: OER Research on Open Textbook adoption and LibrariansOER Hub
"OER Research on Open Textbook adoption and Librarians" was presented by Beck Pitt on 10 December 2014 as part of a CCCOER webinar with Nicole Allen (SPARC) and Una Daly.
These slides were created by reversioning two previous presentations: Librarians Perceptions of OER and Open Access Week 2014: Open Textbook Research Overview (also available on Slideshare).
This presentation was given by Tracey Burns of the OECD at the CERI Conference on Innovation, Governance and Reform in Education on 4 November 2014 during the Governing Complex Education Systems (GCES) project session. It looks at trends in governance and provides a detailed overview of the GCES project, explaining its main research questions, analytical model, main findings and outputs.
Presentation shared by author at the 2017 EDEN Annual Conference "Diversity Matters!" held on 13-16 June 2017, in Jönköping, Sweden.
Find out more on #eden17 here: http://www.eden-online.org/2017_jonkoping/
In 2018 higher education institutions offer adequate services and have the right expertise to enable personalised and flexible education that corresponds to the learning needs of the individual student in the best possible way.
Global Open Education Graduate Network Research Presentation - Cape Town, Sou...Michael Paskevicius
A brief overview of research journey into open educational practices so far. I am exploring how open educational practices (OEP) are evolving and being actualized in formal higher education. As an educational developer, I am interested in how to support faculty in moving to OEP, understanding the experience of faculty currently innovating with OEP, as well as the student experience of being engaged with OEP.
Seminario eMadrid/SHEILA sobre "Analítica del Aprendizaje". Iniciativas y pol...eMadrid network
Seminario eMadrid/SHEILA sobre "Analítica del Aprendizaje". Iniciativas y políticas de Analítica de Aprendizaje en Estonia. Universidad de Tallinn. 21/10/2016.
In May 2018, the new General Data Protection Regulation (GDPR) will enter into force in the European Union. This new regulation is considered as the most modern data protection law for Big Data societies of tomorrow. The GDPR will bring major changes to data ownership and the way data can be accessed, processed, stored, and analysed in the European Union. From May 2018 onwards, data subjects gain fundamental rights such as ‘the right to access data’ or ‘the right to be forgotten’. This will force Big Data system designers to follow a privacy-by-design approach for their infrastructures and fundamentally change the way data can be treated in the European Union.
The presentation provides an overview of the Trusted Learning Analytics Programme as it has been recently initiated at the University of Frankfurt and the DIPF research institute in Germany. Educational data is under special focus of the GDPR, as it is considered as highly sensitive like data from a nuclear plant. It shows opportunities and challenges for using educational data for learning analytics purposes under the light of the GDPR 2018.
On urgent needs for a revised quality agenda. Improving the quality of teaching in educational institutions through the introduction of new educational programs, modern pedagogy, and smart-technologies in the educational process. Technical Assistance mission, MHSSE, NEO; HERE and YTIT, Uzbekistan 18-19 November 2019.
Research program educationaldataanalytics4personalisedt&l-2017Demetrios G. Sampson
Educational Data Analytics for Personalised Teaching and Learning
Keynote Speaker
2017 Symposium on Taiwan-Estonia Research Cooperation, Taipei, Taiwan
6-9 March 2017
Innovation and transforming education for a sustainable worldicdeslides
Keynote at I Conferência Internacional de Inovação Tecnológica em Saúde,21 - 23 August 2017, Natal, Brazil. Video here:
https://www.facebook.com/LAIS.HUOL/videos/1418008181588370/
After setting the scene, including risks and sustainability discussed, Brazil is benchmarked by using official analyses and indicators. The need and field for innovation is discussed, in particular related to the learning process. Brazil, a land of hope and innovation.
Introduction
ICDE
The learners
Innovation, why ?
Risks, change, the globe and the SDGs
Brazil
Brazil, state of play, change and challenges
Brazil, the future
Innovate and transform
Online, open, flexible, and technology enhanced learning – transforming education
Innovation in the learning process
What next?
Quality assurance in virtual education accreditation keynote-ossiannilsson_2018Ebba Ossiannilsson
My keynote at the Virtual Distance Education Quality and Trends Conference in Santo Doming, R, D.,organized by Ministerio de Educación Superior Ciencia y Tecnología, MESCyT, and Universidad Abierta para Adultos, UAPA 30 May 2018
UCT, Fort Hare or UNISA: Which university is OER ready?ROER4D
UCT, Fort Hare or UNISA: Which university is OER ready? Presentation at UCT Teaching and Learning Conference 2015/16
Glenda Cox & Henry Trotter
30 March 2016
Presentation by Andras Szucs, EDEN at the 2019 European Distance Learning Week's first-day webinar on "Why is digital learning relevant for curriculum transformation in Higher Education? " - 11 November 2019
Recording of the discussion is available: https://eden-online.adobeconnect.com/p6n1qh9zz2kf/ & https://www.youtube.com/watch?v=JQhG87aNGqQ
CCCOER Webinar: OER Research on Open Textbook adoption and LibrariansOER Hub
"OER Research on Open Textbook adoption and Librarians" was presented by Beck Pitt on 10 December 2014 as part of a CCCOER webinar with Nicole Allen (SPARC) and Una Daly.
These slides were created by reversioning two previous presentations: Librarians Perceptions of OER and Open Access Week 2014: Open Textbook Research Overview (also available on Slideshare).
This presentation was given by Tracey Burns of the OECD at the CERI Conference on Innovation, Governance and Reform in Education on 4 November 2014 during the Governing Complex Education Systems (GCES) project session. It looks at trends in governance and provides a detailed overview of the GCES project, explaining its main research questions, analytical model, main findings and outputs.
Presentation shared by author at the 2017 EDEN Annual Conference "Diversity Matters!" held on 13-16 June 2017, in Jönköping, Sweden.
Find out more on #eden17 here: http://www.eden-online.org/2017_jonkoping/
In 2018 higher education institutions offer adequate services and have the right expertise to enable personalised and flexible education that corresponds to the learning needs of the individual student in the best possible way.
Global Open Education Graduate Network Research Presentation - Cape Town, Sou...Michael Paskevicius
A brief overview of research journey into open educational practices so far. I am exploring how open educational practices (OEP) are evolving and being actualized in formal higher education. As an educational developer, I am interested in how to support faculty in moving to OEP, understanding the experience of faculty currently innovating with OEP, as well as the student experience of being engaged with OEP.
Seminario eMadrid/SHEILA sobre "Analítica del Aprendizaje". Iniciativas y pol...eMadrid network
Seminario eMadrid/SHEILA sobre "Analítica del Aprendizaje". Iniciativas y políticas de Analítica de Aprendizaje en Estonia. Universidad de Tallinn. 21/10/2016.
In May 2018, the new General Data Protection Regulation (GDPR) will enter into force in the European Union. This new regulation is considered as the most modern data protection law for Big Data societies of tomorrow. The GDPR will bring major changes to data ownership and the way data can be accessed, processed, stored, and analysed in the European Union. From May 2018 onwards, data subjects gain fundamental rights such as ‘the right to access data’ or ‘the right to be forgotten’. This will force Big Data system designers to follow a privacy-by-design approach for their infrastructures and fundamentally change the way data can be treated in the European Union.
The presentation provides an overview of the Trusted Learning Analytics Programme as it has been recently initiated at the University of Frankfurt and the DIPF research institute in Germany. Educational data is under special focus of the GDPR, as it is considered as highly sensitive like data from a nuclear plant. It shows opportunities and challenges for using educational data for learning analytics purposes under the light of the GDPR 2018.
On urgent needs for a revised quality agenda. Improving the quality of teaching in educational institutions through the introduction of new educational programs, modern pedagogy, and smart-technologies in the educational process. Technical Assistance mission, MHSSE, NEO; HERE and YTIT, Uzbekistan 18-19 November 2019.
Research program educationaldataanalytics4personalisedt&l-2017Demetrios G. Sampson
Educational Data Analytics for Personalised Teaching and Learning
Keynote Speaker
2017 Symposium on Taiwan-Estonia Research Cooperation, Taipei, Taiwan
6-9 March 2017
Innovation and transforming education for a sustainable worldicdeslides
Keynote at I Conferência Internacional de Inovação Tecnológica em Saúde,21 - 23 August 2017, Natal, Brazil. Video here:
https://www.facebook.com/LAIS.HUOL/videos/1418008181588370/
After setting the scene, including risks and sustainability discussed, Brazil is benchmarked by using official analyses and indicators. The need and field for innovation is discussed, in particular related to the learning process. Brazil, a land of hope and innovation.
Introduction
ICDE
The learners
Innovation, why ?
Risks, change, the globe and the SDGs
Brazil
Brazil, state of play, change and challenges
Brazil, the future
Innovate and transform
Online, open, flexible, and technology enhanced learning – transforming education
Innovation in the learning process
What next?
Quality assurance in virtual education accreditation keynote-ossiannilsson_2018Ebba Ossiannilsson
My keynote at the Virtual Distance Education Quality and Trends Conference in Santo Doming, R, D.,organized by Ministerio de Educación Superior Ciencia y Tecnología, MESCyT, and Universidad Abierta para Adultos, UAPA 30 May 2018
The Role of Teachers, Students and Institutions on OERicdeslides
On 19 September, ICDE was invited to take part in a panel plenary session, discussing the role of Teachers, Students and Institutions on OER. The scope for the discussion was to give recommendations for actions to mainstream OER in education systems worldwide from the perspective of the key stakeholder groups in education.
What is on the agenda for the future for ICDE - International Council for Distance Education? Presented by the ICDE Secretary General Gard Titlestad in Moscow, Russia and Curitiba Brazil September - October 2014.
Empowering Education: The Symbiosis of Open Education/OER and Artificial Inte...Ebba Ossiannilsson
My presentation at CO24 on 23 February 2024 on Empowering Education: The Symbiosis of Open Education/OER and Artificial Intelligence (GAI). xploring the Transformative Intersection of Openness and AI in Education
My presentation at ESUD CIESUD2023, 23 October 2023 on Innovation and Quality in Online Learning within the Conference theme on
Quality Distance Education, Public Policies, Governance https://esud2023.ufms.br/?page_id=719https://esud2023.ufms.br/?page_id=719
To Be the Global Facilitator for Inclusive, Flexible, Quality Learning and Te...icdeslides
Following up on the Qingdao declaration in the International Forum on ICT and Education 2030 Qingdao, China, July 10, 2017,Three candidate actions was suggested based on their possible impact for digital innovations in education.
The big gaps in education, the trends in online, open and flexible education and the drivers for open creates the background for benchmarking the Nordic countries towards the globe. Competitiveness and innovation, Human capital, Network and technology readiness are benchmarks. So what: What are key concept to approach to go digital? Online, Open and Analytics are game changers - but not without leadership for change.
This short presentation indicates possible interesting ICDE initiatives for SEAMEO. Information and knowledge sharing is core in all collaboration and is emphasized here.
The Southeast Asian Ministers of Education Organization (SEAMEO) is a regional intergovernmental organization established in 1965 among governments of Southeast Asian countries to promote regional cooperation in education, science and culture in the region. Each year it organizes a High Official Meeting, also preparing the next Ministerial meeting on the field.
Presentation on learning analytics given by Rebecca Ferguson at the Nordic Learning Analytics Summer Institute (Nordic LASI), organised by the SLATE Centre, in Bergen Norway, 29 September 2017.
Make the difference - at the UNESCO IITE Conference 2014icdeslides
Education and learning is probably that single phenomenon that has the greatest impact on humans and societies, in particular in a long-term perspective (OECD 2014).
Grand challenge number one is to breach the trend preventing developing countries, in particular South of Sahara, taking part in the global knowledge revolution. Everyone aspiring for higher education should have the right to affordable access. This is grand challenge number two. And it cannot be met without open education and technology enhanced learning.
Three messages:
• Senior management in education needs to innovate from within to open up education.
• Governments must take firm decision on holistic policies for open and distance education.
• Stakeholders should team up meeting the two grand challenges through open education and technology enhanced learning.
Learning analytics futures: a teaching perspectiveRebecca Ferguson
Talk given by Rebecca Ferguson on 22 November 2018 int Universita Ca'Foscario Venezia at the event Nuovi orizzonti della ricerca pedagogica: evidence-based learning e learning analytics
Presented by Antonella Poce, Maria Rosaria Re, and Francesco Agrusti (Roma Tre University, Italy), Gonçalo Cruz and Caroline Dominguez (University of Trás-os-Montes e Alto Douro, Portugal) during the 1st European Summit for Critical Thinking Education
The Future of Higher Education, the Future of Learningicdeslides
Presentation given at Higher Education Leadership Forum
Dubai, 12 – 13 November 2013 by Gard Titlestad, Secretary General, International Council For Open and Distance Education, ICDE
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
1. eLearning, Open Education &
Analytics @ICDE
Torunn Gjelsvik, Head of Development
International Council for Open and Distance Education - ICDE
2. Open, Transparent,
Accountable and focus on good
Governance
Support
From
Norway
29 years
UNESCO
Partner
>50 years
Founded 1938
To be the global facilitator for inclusive,
flexible, quality learning and teaching in the
digital age.
3. ICDE activities related to:
• Quality
• Open (OER, Open Licencing, Open Access, Open Education…)
• Learning Analytics
• Leadership for digital transformation
• Lifelong learning
• Policy development
• Collaboration and building of learning communities
4. Target 3, point 43.:
A well-established, properly-
regulated tertiary education system
supported by technology, Open
Educational Resources (OERs) and
distance education modalities can
increase access, equity, quality and
relevance, and narrow the gap
between what is taught at tertiary
education institutions and what
economies and societies demand.
The provision of tertiary education
should be progressively free, in line
with existing international
agreements.
5. Informal/non-formal
Rapid and diverse expansion of higher
education enrolment
100 mill
200 mill
2000 2015 2030
435 mill
Only possible facilitated by online, open and flexible learning
6. will not be met unless stakeholders, drawing on humanistic
values, collaborate to lead the digital transformation of higher
education - making online, open, flexible, and technology
enhanced learning a part of the solution.
7. 1.3 Contribute to
successful
development and
utilisation of Open:
• Open Education Resources
• Open Licensing
• Open Access
• Open Learning and
Education
• Open Knowledge
• Open Source
• Open Innovation
• Open Policy
ICDE and open
8. 2nd OER World OER Congress Ljubljana:
OER Action Plan adopted to mainstream open-licenced educational
resources: http://www.oercongress.org/woerc-actionplan/
9. To come in 2019
UNESCO Recommendation for
Future International Collaboration
in the field of Open Educational
Resources (OER)
UNESCO General Conference decision 8 November 2017:
10. ICDE main responses:
Project in the pipeline:
Connecting Quality OER
Repositories
ICDE OER Advocacy Committee
ICDE Chairs in OER
11. Paradox
The gap between widespread OER production and the efficiency and
efficacy of their reuse to support learning and widen access to higher
education
13. Learning Analytics
“Learning Analytics is the measurement, collection, analysis and
reporting of data about learners and their contexts, for purposes of
understanding and optimizing learning and the environments in which
it occurs”. (Wikipedia, October 2017).
The 2016 Horizon Report described learning analytics as "an
educational application of web analytics aimed at learner profiling, a
process of gathering and analyzing details of individual student
interactions in online learning activities."
18. The teacher is placed in the background
And the
pupils at
the front
(this girl
explains her
math
homework to
the rest of the
class in the big
screen)
20. Significant changes
• Learning happens more and more online, also in traditional F2F
learning environments
• Virtual learning produces data that can feed learning analysis =
increased transparency
• Students expect more personalized learning and feedback
• Teachers can monitor students more closely and adapt their teaching
• Institutions, Accreditation Bodies and QA agencies need to monitor
and report statistics of success rates, retention etc.
22. Many questions raised
• Institutional adoption of LA – how do we start?
• Code of conduct for ethics in LA? (data ownership, privacy protection,
transparency of institutional purposes, legal compliance, resource
constraints…)
• Conflicting interests in LA from the perspective of the students vs.
institutions?
• The role of OER in “closed” systems (like LMS’s) and LA
• The risk of instrumental learning and student behaviour
• LA to support individual vs. collaborative learning
23. ICDE and Learning Analytics
• Two insight papers on Learning Analytics published 2016
• ICDE Leadership Summit 2017 titled: Leadership when transforming
education through learning analytics and adaptive learning
• Groups and activities launched 2017:
- ICDE Cluster for Learning Analytics
- Working group on code of conduct for ethics in LA
- Task force for recommendations in LA
25. Sources
Anne Boyer: Learning Analytics – Mode ou opportunité, Insight Report,
Contact North, 2017
Gartner: Analytics Framework, 2013
Dragan Gacevic et. al: How do we start? State and directions of
Learning Analytics Adoption, ICDE Insight Paper, 2016
Anne Boyer and Geoffray Bonnin: Higher Education and the Revolution
of Learning Analytics, ICDE Insight Paper, 2016