5 Ways to Use Learning Analytics in K-12 Education

Kitaboo on EdTech

Whether it is eLearning or classroom learning, one cannot determine the effectiveness of the education provided, only on the basis of assessment scores. This is where data-based learning analytics can be leveraged.

Learning Analytics 2018 – An updated perspective

IAD Learning

Learning analytics has been a hot topic for a while in the education industry. Not by chance, learning analytics and all its related technologies (measuring learning, artificial intelligence, adaptive learning, personalized learning, etc.)

What are e-Learning analytics about?

IAD Learning

The term e-Learning Analytics (e-LA) refers to the set of techniques aimed to extract useful information from existing online education datasets. Improving students’ understanding and learning. These type of analytics allow educators to take proactive actions.

IO Education: Consolidating Student Data to Drive and Empower Student Success

EmergingEdTech

Company is Helping Over 5,000 Schools Improve Outcomes by Making Better use of Five Million Student Records. Here’s How. EmergingEdTech recently spoke with IO Education’s CEO, Michael. Please click on the post title to continue reading the full post. Thanks (and thanks for subscribing)!].

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eduCLIMBER – Powerful Data Integration and Analysis that Teachers & Admins can Actually Use

EmergingEdTech

Powerful data integration and analysis that teachers and admins can actually use. Administrative Solutions Assessment Learning Analytics Making the case for Education TechnologieseduCLIMBER can position educators to work together to give students the supports they need to succeed. eduCLIMBER is. Please click on the post title to continue reading the full post. Thanks (and thanks for subscribing)!].

15 Strategies You Can Follow Today to Successfully Deploy Your Learning Analytics Tool.

IAD Learning

15 Strategies You Can Follow Today to Successfully Deploy Your Learning Analytics Tool. Deploying a learning analytics tool in your organization brings many benefits, including improving your students’ engagement and their success rates.

Open Source Tools for Learning Data Analysis, Continuous Improvement, and Machine Learning

iterating toward openness

And now for something completely different… I’m taking a pause from talking directly about open for a moment to share some resources I’ve recently found that have made my data life much more efficient and enjoyable. What tools do you use in your data-related work?

Thoughts on Continuous Improvement and OER

iterating toward openness

Few have formal training in teaching or learning. But even he realized that we can’t expect individual faculty to stay at the cutting edges of their discipline, teaching and learning practice, educational research, and the ever-changing technologies that can be used in the service of learning.

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The Weaponization of Education Data

Hack Education

A file configuration error at Schoolzilla that exposed the data of some 1.3 Data stolen from a community college’s health clinic. A data breach at a school board in Ontario. A data breach at the Chicago Public Schools. More data collection will improve course design.

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3 lessons from data on how students are actually using educational apps and software at school

The Hechinger Report

is a for-profit company that sells data analysis to public schools. The company hired Ryan Baker, director of the Penn Center for Learning Analytics , and another data scientist to mine the data and create a national snapshot of technology use for the 2017-18 school year.

Giving Data Meaning: Students Should Have A Say In What Analytics Tell You About Them

Edsurge

When students interact with digital learning environments, they leave behind trails of data. The desire to understand and improve learning has led many educators to consider the value and utility of this information. But what can these data traces actually tell us about the students who left them, and how do we translate them into meaningful action? Embedded learning analytics are not like rotisserie ovens: you can’t set them and forget them.

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National Study: What Apps Work Best?

techlearning

With more than $3 billion spent on ed tech products last year and more than 2,500 programs on the market, educators across the country need to know which products are likely to make a difference in teaching and learning. Join us for What Ed Tech Apps Work Best for Learning?

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How Effective for Learning are the Apps we Use?

techlearning

Join us for What Ed Tech Apps Work Best for Learning? Even more, they need to know the impact of these apps -- if students are learning because of them. Educators need to know which products are likely to have a positive impact on learning for their students.

The RISE Package for R: Reducing Time Through the OER Continuous Improvement Cycle

iterating toward openness

Learning analytics, on the other hand, can provide great insight into where course materials – including OER – are not effectively supporting student learning. When OER and learning analytics are used together, it becomes possible to engage in continuous improvement – empirically identifying weaknesses in OER, making improvements to those OER that need to be improved, and starting the cycle again. You may have heard me say some of this before.

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HE Challenges: Fast changing digital teaching methods

Neo LMS

Blended and online learning is increasingly in demand by students. Read more: Why blended learning will become an educational norm. Generally, universities are doing very well financially, so they don’t feel from the data that their world is going to collapse.

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Why Aren’t Schools Using the Apps They Pay For?

Edsurge

School leaders expect students and teachers to be using their licensed apps all the time, says Ryan Baker, director of the University of Pennsylvania Center for Learning Analytics. Schools will buy these licenses, and then they never really get touched,” says Baker, who analyzed the data and co-authored the report. Many apps, independent of how long or often students use them, have no relationship to learning outcomes. Education Technology Learning Research Research

Can Online Education Lower Costs and Improve Quality?

Edsurge

Inspired by the breakout podcast Serial, four years ago two digital learning leaders at the University of Central Florida created their own podcast—focused on online learning instead of true crime. Not everyone thinks that’s possible, of course, and even Cavanagh, vice provost for digital learning at the University of Central Florida, admits that edtech can spark plenty of new ethical challenges along the way. But I am sort of all-in on analytics as a concept.

Analytics maturity model at your educational institution

IAD Learning

Understanding how far an educational institution has gone on the implementation of learning analytics, may be achieved by using an “analytics maturity model” There several models available. Data analysis mathematical complexity.

The Changing Role Of The Teacher In Personalized Learning Environment

TeachThought - Learn better.

The Changing Role Of The Teacher In Personalized Learning Environment. Today’s students are studying and learning differently – a change confirmed by the widespread adoption of digital studying. The use of technological innovations such as cloud computing, mobile learning, bring?your?own?device

What's on the Horizon (Still, Again, Always) for Ed-Tech

Hack Education

The New Media Consortium and the EDUCAUSE Learning Initiative have released the latest NMC Horizon Report for Higher Education. Adaptive Learning Technologies. Mobile Learning. Blended Learning Designs. Collaborative Learning. Growing Focus on Measuring Learning.

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UMUC’s Blueprint for Designing a Culture of Constant Innovation

Edsurge

Specifically, UMUC is about to embark on a 36-month transformation that will see its core learning model shift from memorizing knowledge to one that is experiential and competency-based. Doing these things seamlessly, as part of the daily routine, will provide a focused, ongoing learning experience about what is working, what is not, and how to continuously improve services and outcomes. Education Technology Higher Education Postsecondary Learning

Can Notifications Encourage Struggling College Students to Succeed?

MindShift

It was also, perhaps unbeknownst to Lofton, part of the community college’s strategy to marry data science with interventions to improve student performance. Innovative predictive analytics are essential for businesses, especially tech companies.

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Ed-Tech in a Time of Trump

Hack Education

It’s no surprise the Internet views us as objects, as products, our personal data as a commodity. Or, rather, have we adopted technologies for teaching and learning that are much more aligned with that military mission of command and control? Big data.

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Top Ed-Tech Trends: A Review

Hack Education

It’s from these weekly and monthly reports that I start to build my analysis. But I’ve purposefully called this series “trends” because I like to imagine it helps defang some of the bulleted list of crap that other publications churn out, claiming that this or that product is going to “change everything” about how we teach and learn. The Compulsion for Data. Data and Privacy. Data vs Privacy. Learning to Code.

K-12 Dealmaking: GreatSchools Acquires Schoolie; n2y, Thrivist Gain Funding

Marketplace K-12

In the latest dealmaking news, GreatSchools acquired a school data provider while ed-tech firms including n2y and Thrivist obtained funding. GreatSchools Acquires Schoolie: GreatSchools , an Oakland, California-based nonprofit education organization, has acquired school data provider Schoolie , according to a statement. GreatSchools said it plans to analyze the new Schoolie data to identify how many students gain exposure to high level courses vs. basic courses.

15 hot edtech trends for 2017

eSchool News

To get a glimpse into what the next 12 months will hold for everything from professional development to digital learning, and from communication to virtual reality, 15 ed tech luminaries looked back on 2016 edtech trends to help predict what’s in store for 2017. Whole-Class Learning is Here.

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Surveillance, Worst-Case Scenarios, and the Wince-able Moment

Graphite Blog

Because data analysis often occurs invisibly to us, via proprietary algorithms that we don't even know are in play, assigning harm can be a matter of informed guesswork and inference. The reason privacy matters -- and the reason that profiling matters -- is that we are seeing increasingly experimental and untested uses of data , especially in the realm of predictive analytics. Those wince-able moments are our data trail.

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The Stories We've Been Told (in 2017) about Education Technology

Hack Education

This series is meant to serve in-depth exploration of the events of the past year and an analysis of how these events shape the way in which we imagine and prepare for the future of teaching and learning. Data Insecurity. The Compulsion for Data. Data and Privacy. Data vs Privacy. Learning to Code. Education Data and Learning Analytics. Data (Which Still Means Mostly “Standardized Testing”). Online Learning.

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Pearson CEO Fallon Talks Common Core, Rise of ‘Open’ Resources

Marketplace K-12

A Pearson business motto is “content plus assessment, powered by technology, equalizes effective learning at scale,” Fallon said, and after years of striving for that goal, “we only feel that it’s really now starting to come together.”.

Education Technology and the Power of Platforms

Hack Education

I have learned so much in the intervening years, and my analysis then strikes me as incredibly naive and shallow. million in venture capital from high profile names like LinkedIn founder Reid Hoffman and from firms active in ed-tech investing such as Learn Capital.

Tonight - A True History of the MOOC

The Learning Revolution Has Begun

He has published on open education, Rhizomatic Learning, MOOCs (Massive Open Online Courses), Digital Identity, and practical classroom uses of virtual worlds. The research entails the use of qualitative measures and data mining. I developed their MA in Lifelong Learning programme.

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Hack Education Weekly News

Hack Education

Perhaps we can learn a little about the folks who still do. “ Can We Design Online Learning Platforms That Feel More Intimate Than Massive? “Lifelong learning” and multiple choice quizzes for two to five year olds. E-Literate claimed this week that “ Canvas Surpasses Blackboard Learn in US Market Share” – with some additional analysis about “What’s Important about the Blackboard Market Share News.”

Hack Education Weekly News

Hack Education

Mozilla announced it is handing the Open Badges initiative to the IMS Global Learning Consortium. Via Campus Technology : “ Learning Objects Debuts Competency-Based Education Platform.” Data, Privacy, and Surveillance. Via The New York Times : “ Broadband Providers Will Need Permission to Collect Private Data.” Via the MIT Technology Review : “ AT&T Is Selling Law Enforcement Access to Its Customers’ Data.”

Hack Education Weekly News

Hack Education

The learn-to-code company Treehouse has launched “Techdegrees,” “a guided-learning experience designed to prepare students for entry-level developer jobs at companies across the country.” Data, Privacy, and Surveillance. Education Politics.

Hack Education Weekly News

Hack Education

Via Inside Higher Ed : “The Department of Education has released data showing there were 539 institutions placed on heightened cash monitoring as of Dec. More about the politics of education data – particularly regarding undocumented students – in the data and surveillance section below. Via Zion Market Research : “ Massive Open Online Course Market : Global Industry Analysis, Size, Share, Growth, Trends, and Forecasts 2016-2024.”

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