Analytics and data - trying to understand the conversation
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Analytics and data  - trying to understand the conversation
Bits and pieces to  research this growing area in training and education . Your students and your staff .
Curated by Jess Chalmers
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George Siemens Asks: Can Mixing Automation and a Human Touch Keep Students ‘On Task’? (EdSurge News)

George Siemens Asks: Can Mixing Automation and a Human Touch Keep Students ‘On Task’? (EdSurge News) | Analytics and data  - trying to understand the conversation | Scoop.it
There’s an old joke that the original form of distance education is sitting in the back of a large lecture course. Education technology researcher George Siemens and a colleague hope that personalized learning approaches can help better connect professors and students in large classes.In a new partn

Via Dr. Susan Bainbridge
kernelweighted's comment, April 26, 2017 2:12 AM
Good
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Universities Can Predict When Students Are About to Drop Out

Universities Can Predict When Students Are About to Drop Out | Analytics and data  - trying to understand the conversation | Scoop.it
With access to predictive analytics and more data than ever before, how can universities avoid invading students’ privacy while promoting academic success?

Via Peter Mellow
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What 6.9 million clicks tell us about how to fix online education

What 6.9 million clicks tell us about how to fix online education | Analytics and data  - trying to understand the conversation | Scoop.it

In a paper published this spring, the CSAIL team outlined some key findings on what online learners want from videos. These include:


Brevity (viewers generally tune out after six minutes)


Informality, with professors seated at a desk, not standing behind a podium


Lively visuals rather than static PowerPoint slides


Fast talkers (professors seen as the most engaging spoke at 254 words per minute)


More pauses, so viewers can soak in complex diagrams


Web-friendly lessons (existing videos broken into shorter chunks are less effective than ones crafted for online audiences)


Via Peter Mellow
Stephen Bright's curator insight, July 29, 2014 6:06 PM

Analysis from MIT about the features of online videos used in MOOCs that online learners prefer. Interesting analysis for MOOCs but these features could be applied to videos used in any implementation of blended learning.

 

Also shows that the slick, production theatre videos with a highly professional look may not be the ones that students prefer to watch.

Nigel Robertson 's curator insight, July 31, 2014 8:04 AM
What we already knew and any academic should intrinsically understand this if they are in tune with the people they teach,
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Analytics at Scale -- Campus Technology

Analytics at Scale -- Campus Technology | Analytics and data  - trying to understand the conversation | Scoop.it
MOOCs should be the Holy Grail of student data, but they aren't there yet.

 

One of the great promises of massive open online courses, besides making education more accessible for more students, is the treasure trove of student data collected on a grand scale.

 

Large amounts of data are exactly what higher education needs to stay relevant in this era of disruptive change, as Arizona State University's Adrian Sannier pointed out in his keynote at last year's Campus Technology annual conference. The only way to make sure colleges and universities are continually boosting student success, he said, is evidence-based pedagogy. And that requires scale: "You can't take evidence one class at a time, one person at a time — it takes too long, you don't get a broad enough sample…. I'm not sure you can do it at a university, at a single institution. You may not have enough scale, you may not have enough size."


Via Peter Mellow
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How Learning Analytics Are Being Used In HIGHER ED - Edudemic

How Learning Analytics Are Being Used In HIGHER ED - Edudemic | Analytics and data  - trying to understand the conversation | Scoop.it
The Horizon Report showcases a number of different examples of institutions that are using learning analytics in different ways.

Via LGA, Peter Mellow
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Daphne Koller: What we're learning from online education | Video on TED.com

TED Talks Daphne Koller is enticing top universities to put their most intriguing courses online for free -- not just as a service, but as a way to research how people learn.

 

Each keystroke, comprehension quiz, peer-to-peer forum discussion and self-graded assignment builds an unprecedented pool of data on how knowledge is processed and, most importantly, absorbed.


Via Kim Flintoff
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Personalization And Analytics: The Future Of Education?

Personalization And Analytics: The Future Of Education? | Analytics and data  - trying to understand the conversation | Scoop.it
n/a (RT @mattrea: More on the Pearson / Knewton adaptive learning deal: http://t.co/vudTrqKd #edtech...)...
Via Grant Montgomery, Learning Futures
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Asking the right questions of big data in education

Asking the right questions of big data in education | Analytics and data  - trying to understand the conversation | Scoop.it
Universities have seized on big data to count every click their students make in learning management systems, but the focus needs to be on improving learning.

Via Peter Mellow
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Learning Analytics: Principles and Constraints

Learning Analytics: Principles and Constraints | Analytics and data  - trying to understand the conversation | Scoop.it
Within the evolution of technology in education, Learning Analytics has reserved its position as a robust technological field that promises to empower instructors and learners in different educational fields. The 2014 horizon report (Johnson et al.,

Via juandoming
Mª Jesús García S.M.'s curator insight, June 25, 2015 1:56 AM

Some interesting tips to read on learning analytics

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Turning Learning Measurement Issues into Successful Analytics

Turning Learning Measurement Issues into Successful Analytics | Analytics and data  - trying to understand the conversation | Scoop.it
Did you know that 86% of organizations are focused on reporting, but only 15% of HR functions have strong analytics capabilities? This leads to a disconnect between Learning and Development (L&D) and Corporate within organizations.

Via Peter Mellow
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Pushing the MOOC envelope with Learning Analytics

How can Learning Analytics be used to bring about the true revolution traditionally assumed for MOOCs? With audiences in the thousands of users, the key is mass

Via Peter Mellow
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"No More Excuses": Michael M. Crow on Analytics (EDUCAUSE Review) | EDUCAUSE.edu

"No More Excuses": Michael M. Crow on Analytics (EDUCAUSE Review) | EDUCAUSE.edu | Analytics and data  - trying to understand the conversation | Scoop.it

If you are instead trying to educate a broader spectrum of the population, including elite students, and you aren't using analytics, you won't know what's going on.


Via Kim Flintoff
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Learning Analytics: The Future is Now

Learning Analytics: The Future is Now | Analytics and data  - trying to understand the conversation | Scoop.it
GUEST COLUMN | By Deb Everhart Everyone is talking about analytics applied to education and how “big data” can (will?) transform many aspects of our educational institutions. And for those of u...

Via Kim Flintoff
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Course Signals - Stoplights for Student Success

Course Signals - Stoplights for Student Success | Analytics and data  - trying to understand the conversation | Scoop.it

Purdue University's Course Signals application detects early warning signs and provides intervention to students who may not be performing to the best of their abilities before they reach a critical point.


Via Learning Futures
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