Searching for "learning"

Learning analytics, student satisfaction, and student performance

Learning analytics, student satisfaction, and student performance at the UK Open University

https://www.tonybates.ca/2018/05/11/11025/
Rienties and his team linked 151 modules (courses) and 111,256 students with students’ behaviour, satisfaction and performance at the Open University UK, using multiple regression models.

There is little correlation between student course evaluations and student performance

The design of the course matters

Student feedback on the quality of a course is really important but it is more useful as a conversation between students and instructors/designers than as a quantitative ranking of the quality of a course.  In fact using learner satisfaction as a way to rank teaching is highly misleading. Learner satisfaction encompasses a very wide range of factors as well as the teaching of a particular course. 

this research provides quantitative evidence of the importance of learning design in online and distance teaching. Good design leads to better learning outcomes. We need a shift in the power balance between university and college subject experts and learning designers resulting in the latter being treated as at least equals in the teaching process.

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more on learning analytics in this IMS blog
https://blog.stcloudstate.edu/ims?s=learning+analytics

federated learning

https://twitter.com/benhamner/status/1177755933050462208

Federated learning: train machine learning models while preserving user privacy, by keeping user data on device (e.g. mobile phone) and only sending encrypted gradient updates (that can only be decrypted in aggregate) back to the server

https://federated.withgoogle.com/

E-learning Technologies

Science and Technology Resources on the Internet E-learning Technologies
April L. Colosimo Associate Librarian McGill University Library & Archives
McGill University, Montreal, QC, Canada  april.colosimo@mcgill.ca
https://journals.library.ualberta.ca/istl/index.php/istl/article/view/24/66
https://www.merlot.org/merlot/viewCompositeReview.htm?id=1347947
The technologies section covers: learning environmentslearning objectsactivitiesgaming, and building community. The tools were selected to potentially enhance synchronous teaching, asynchronous teaching or blended classrooms. The focus is on open or freely available tools but whenever a cost is involved it is indicated.

metacognition in learning

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more on metacognition in this IMS blog
https://blog.stcloudstate.edu/ims?s=metacognition

SAMR personalized learning

https://www.edsurge.com/news/2018-10-18-what-the-samr-model-may-be-missing

Developed by Dr. Ruben Puentedura, the SAMR Model aims to guide teachers in integrating technology into their classrooms. It consists of four steps: Substitution (S), Augmentation (A), Modification (M), and Redefinition (R).

The SAMR Model

The problem with many personalized learning tools is that they live mostly in realm of Substitution or Augmentation tasks. 

It’s in moments like these that we see the SAMR model, while laying an excellent foundation, isn’t enough. When considering which technologies to incorporate into my teaching, I like to consider four key questions, each of which build upon strong foundation that SAMR provides.

1. Does the technology help to minimize complexity?

2. Does the technology help to maximize the individual power and potential of all learners in the room?

use Popplet and iCardSort regularly in my classroom—flexible tools that allow my students to demonstrate their thinking through concept mapping and sorting words and ideas.

3. Will the technology help us to do something previously unimaginable?

4. Will the technology preserve or enhance human connection in the classroom?

Social media is a modern-day breakthrough in human connection and communication. While there are clear consequences to social media culture, there are clear upsides as well. Seesaw, a platform for student-driven digital portfolios, is an excellent example of a tool that enhances human connection.

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more on SAMR and TRACK models in this IMS blog
https://blog.stcloudstate.edu/ims/2018/05/17/transform-education-digital-tools/

more on personalized learning in this IMS blog
https://blog.stcloudstate.edu/ims?s=personalized+learning

MN summit on learning and technology 2019

http://blog.stcloudstate.edu/oer/2019/07/29/oer-collaboration/

Open Community: OER Collaboration and Support

Open Community: OER Collaboration and Support, 8/1/19, MN Summit on Learning and Technology

Thursday, August 1, 11:30 AM Central Time. We stream our discussion live on Facebook: https://www.facebook.com/InforMediaServices/

Rachel Wexelbaum, Assoc Prof, University Library, St Cloud State University  email@stcloudstate.edu
Plamen Miltenoff, Professor, InforMedia Services, St Cloud State University pmiltenoff@stcloudstate.edu
Aura Lippincott, Instructional Designer, Western Connecticut State University lippincotta@wcsu.edu

influential tools for online learning

Online Learning’s ‘Greatest Hits’

Robert Ubell (Columnist)     Feb 20, 2019

https://www.edsurge.com/news/2019-02-20-online-learning-s-greatest-hits

dean of web-based distance learning

Learning Management Systems

Neck and neck for the top spot in the LMS academic vendor race are Blackboard—the early entry and once-dominant player—and coming-up quickly from behind, the relatively new contender, Canvas, each serving about 6.5 million students . The LMS market today is valued at $9.2 billion.

Digital Authoring Systems

Faced with increasingly complex communication technologies—voice, video, multimedia, animation—university faculty, expert in their own disciplines, find themselves technically perplexed, largely unprepared to build digital courses.

instructional designers, long employed by industry, joined online academic teams, working closely with faculty to upload and integrate interactive and engaging content.

nstructional designers, as part of their skillset, turned to digital authoring systems, software introduced to stimulate engagement, encouraging virtual students to interface actively with digital materials, often by tapping at a keyboard or touching the screen as in a video game. Most authoring software also integrates assessment tools, testing learning outcomes.

With authoring software, instructional designers can steer online students through a mixtape of digital content—videos, graphs, weblinks, PDFs, drag-and-drop activities, PowerPoint slides, quizzes, survey tools and so on. Some of the systems also offer video editing, recording and screen downloading options

Adaptive Learning

As with a pinwheel set in motion, insights from many disciplines—artificial intelligence, cognitive science, linguistics, educational psychology and data analytics—have come together to form a relatively new field known as learning science, propelling advances in a new personalized practice—adaptive learning.

MOOCs

Of the top providers, Coursera, the Wall Street-financed company that grew out of the Stanford breakthrough, is the champion with 37 million learners, followed by edX, an MIT-Harvard joint venture, with 18 million. Launched in 2013, XuetangX, the Chinese platform in third place, claims 18 million.

Former Yale President Rick Levin, who served as Coursera’s CEO for a few years, speaking by phone last week, was optimistic about the role MOOCs will play in the digital economy. “The biggest surprise,” Levin argued, “is how strongly MOOCs have been accepted in the corporate world to up-skill employees, especially as the workforce is being transformed by job displacement. It’s the right time for MOOCs to play a major role.”

In virtual education, pedagogy, not technology, drives the metamorphosis from absence to presence, illusion into reality. Skilled online instruction that introduces peer-to-peer learning, virtual teamwork and other pedagogical innovations stimulate active learning. Online learning is not just another edtech product, but an innovative teaching practice. It’s a mistake to think of digital education merely as a device you switch on and off like a garage door.

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more on online learning in this IMS blog
https://blog.stcloudstate.edu/ims?s=online+learning

gamification online learning

Gunawan, F. (2018). GAMIFICATION ANALYSIS AND IMPLEMENTATION IN ONLINE LEARNING. ICIC Express Letters, 12(12), 1195–1204.
https://www.academia.edu/39858461/GAMIFICATION_ANALYSIS_AND_IMPLEMENTATION_IN_ONLINE_LEARNING?auto=download
Khan [14] has introduced the eight-dimensional elearning framework, a detailed self assessment instrument for institutions to evaluate the readiness and the opportunity of their e-learning classes to grow.
institutional, management, technological, pedagogical, ethical, interface design, resource support, and evaluation. Institutional refers to the administrative and academic part of the system. Management refers to the quality control, budget, and scheduling. Technological refers to the infrastructure, hardware, and software. Pedagogical refers to analysis, organization and learning strategies. Ethical refers to ethical, legal, and social and political influences. Interface design refers to the user interface, accessibility, and design content. Resource support refers to career services, journals, and online forums. Finally, the evaluation refers to the assessment of learners and educators.
gamification – definition
Modern gamification term was first introduced by
Nick Pelling in 2002 [15]. Gamification is a concept that implements the game components
into the non-game contents such as education, marketing, administration, or even software
engineering [16]. These components include points, badges, leaderboards, and quests.
Each of them serves the purpose to increase the level of user engagement in the learning
process.
three components of engagement: cognitive, behavioral, and emotional [19].
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more on gamification and online learning in this IMS blog
https://blog.stcloudstate.edu/ims?s=gamification+online+learning

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