Searching for "analytics"
Survey: Emergency Move Online Forced More than Half of Faculty to Learn New Teaching Methods
Rhea Kelly 04/22/20
https://campustechnology.com/articles/2020/04/22/survey-emergency-move-online-forced-more-than-half-of-faculty-to-learn-new-teaching-methods.aspx
56 percent of faculty who moved courses online were using teaching methods they had never used before. That’s according to “Digital Learning Pulse Survey: Immediate Priorities,” a study conducted by Bay View Analytics
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Free and Discounted Ed Tech Tools for Online Learning During the Coronavirus Pandemic
Dian Schaffhauser 03/16/20
https://campustechnology.com/articles/2020/03/16/free-and-discounted-ed-tech-tools-for-online-learning-during-the-coronavirus-pandemic.aspx
here some examples from a long list of free services:
Addigy, a cloud-based Apple device management platform, has announced free 60-day access for colleges and universities. The program helps organizations deploy, manage, and track new and existing Apple devices from a single console; automate IT tasks and implement IT policies related to deploying software, updating security settings, running scripts, managing groups of users, and distributing and updating software; and troubleshoot problems for users remotely and in real-time. https://addigy.com/covid-19-addigy-60/?utm_content=covid-19-addigy-60
Arizona State University’s EdPlus is working with Complexly’s Crash Course on a series of entry-level course videos, starting with English composition. (Complexly and Crash Course are an initiative of the Green brothers, hosts of a popular vlog and best-selling fiction.) The new content in “Study Hall,” won’t offer credit or replace any degree programs, but rather will serve as a supplement for high school or college learners. Each subject will be the focus of about 15 videos 15 minutes long, covering major points in the topic. Those are being hosted on YouTube. https://www.youtube.com/playlist?list=PLNrrxHpJhC8mNXjrAL3Ey1Q6iI35cymzl
Babbel is offering three months of free language learning to U.S. students through mid-June 2020 in any of its languages: Spanish, French, German, Italian, Portuguese, Polish, Russian, Dutch, Turkish, Danish, Norwegian, Swedish, Indonesian, and English. https://welcome.babbel.com/en/student-discount/
Gale is offering educators and librarians free access to digital content and resources to enhance instruction and learning. Resources include: interdisciplinary, curriculum-aligned resources to support online learning; live and on-demand training materials; e-books on virtual learning; and more. https://www.gale.com/covid19support.
Through July 1, Google is allowing G Suite for Education customers to use the Hangouts Meet premium functionality for free. People can host virtual meetings with up to 250 people and live streams with up to 100,000 viewers. Additionally, they’ll be able to save recordings of their meetings to Google Drive. https://support.google.com/meet/answer/9760270?hl=en
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more on online teaching in this IMS blog
https://blog.stcloudstate.edu/ims?s=online+teaching
Remote teaching literature:
breaking up synchronous sessions with hands-on. This requires strong skills for virtual presenting. A nice little simple book on this:
https://www.amazon.com/Exceptional-Presenter-Goes-Virtual-Person/dp/1608320464:
Koegel, T. (2010). The exceptional presenter goes virtual (1st ed.). Austin, Tex: Greenleaf Book Group Press.
The book, unfortunately, is available through ILL and ILL is suspended.
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Keep Teaching During Campus Emergencies
The Biggest Education Technology Trends for 2020 [Update]
https://www.lambdasolutions.net/blog/biggest-education-technology-trends-2019
#1: Big Data and Analytics
#2: Gamification
#3: Adaptive Learning
#4: MicroLearning
#5: Content Curation
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more on learning systems in this IMS blog
https://blog.stcloudstate.edu/ims?s=learning+systems
Higher Education’s 2020 Trend Watch & Top 10 Strategic Technologies
D. Christopher Brooks Mark McCormack Ben Shulman Monday, January 27, 2020
https://library.educause.edu/resources/2020/1/higher-educations-2020-trend-watch-and-top-10-strategic-technologies
https://www.educause.edu/ecar/research-publications/higher-education-trend-watch-and-top-10-strategic-technologies/2020/introduction
Top 10 Strategic Technologies
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- Uses of APIs
- Institutional support for accessibility technologies
- Blended data center (on premises and cloud based)
- Incorporation of mobile devices in teaching and learning
- Open educational resources
Technologies for improving analysis of student data
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- Security analytics
- Integrated student success planning and advising systems
- Mobile apps for enterprise applications
- Predictive analytics for student success (institutional level)
At least 35% of institutions are tracking these five technologies in 2020: Support for 5G; Wi-Fi 6 (802.11 ax, AX Wi-Fi); Identity as a Service (IDaaS); Digital microcredentials (including badging); Uses of the Internet of Things for teaching and learning; and Next-generation digital learning environment
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more on educause in this IMS blog
https://blog.stcloudstate.edu/ims?s=educause
LAK20 – “Celebrating 10 years of LAK: Shaping the future of the field”
23-27 March 2020, Frankfurt, Germany, https://lak20.solaresearch.org
We have the pleasure to invite you to the 10th International Conference on Learning Analytics & Knowledge (LAK20)which will be held in Frankfurt, Germany between 23-27 March 2020. This year, LAK20 will feature 80 research and 12 practitioner presentations, over 60 poster presentations, and best-paper presentations from EDM and ACL EDU conferences.
We also have a great lineup of world-renowned keynote speakers:
– Professor Shane Dawson, University of South Australia, Australia
– Professor Milena Tsvetkova, London School of Economics and Political Science, The United Kingdom
– Professor Allyson Hadwin, The University of Victoria, Canada
As it is the tenth anniversary of the LAK conference, LAK20 celebrates the past successes of the learning analytics community and poses new questions and challenges for the field. The theme for this year is “Shaping the future of the field” and focuses on thinking how we can advance learning analytics and drive its development over the next ten years and beyond.
The LAK conference is intended for both researchers and practitioners. We invite both researchers and practitioners of learning analytics to come and join a proactive dialogue around the future of learning analytics and its practical adoption. We further extend our invite to educators, leaders, administrators, government and industry professionals interested in the field of learning analytics and related disciplines.
For the details of the conference schedule, see https://lak20.solaresearch.org/schedule-overview
Register at https://lak20.solaresearch.org/registration
About the Conference
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The International Conference on Learning Analytics & Knowledge is the premier research forum in the field of learning analytics and educational technology, providing common ground for all stakeholders in the design of analytics systems to debate the state of the art at the intersection of Learning and Analytics – including researchers, educators, instructional designers, data scientists, software developers, institutional leaders and governmental policymakers. The conference is organised by the Society for Learning Analytics Research (SoLAR) and held in cooperation with ACM in association with ACM SIGCHI and SIGWEB, with the double-blind, peer-reviewed proceedings archived in the ACM Digital Library.
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more on learning analytics in this IMS blog
https://blog.stcloudstate.edu/ims?s=learning+analytics
http://hackeducation.com/2019/12/31/what-a-shitshow
1. Anti-School Shooter Software
4. “The Year of the MOOC” (2012)
6. “Everyone Should Learn to Code”
8. LAUSD’s iPad Initiative (2013)
9. Virtual Charter Schools
10. Google for Education
14. inBloom. The Shared Learning Collaborative (2011)
17. Test Prep
20. Predictive Analytics
22. Automated Essay Grading
25. Peter Thiel
26. Google Glass
32. Common Core State Standards
44. YouTube, the New “Educational TV”
48. The Hour of Code
49. Yik Yak
52. Virtual Reality
57. TurnItIn (and the Cheating Detection Racket) (my note: repeating the same for years: https://blog.stcloudstate.edu/ims?s=turnitin)
62. Edsurge
64. Alexa at School
65. Apple’s iTextbooks (2011)
67. UC Berkeley Deletes Its Online Lectures. ADA
72. Chatbot Instructors. IBM Watson “AI” technology (2016)
82. “The End of Library” Stories (and the Software that Seems to Support That)
86. Badges
89. Clickers
92. “The Flipped Classroom”
93. 3D Printing
100. The Horizon Report
Behind the One-Way Mirror: A Deep Dive Into the Technology of Corporate Surveillance
BY BENNETT CYPHERS DECEMBER 2, 2019
https://www.eff.org/wp/behind-the-one-way-mirror
Corporations have built a hall of one-way mirrors: from the inside, you can see only apps, web pages, ads, and yourself reflected by social media. But in the shadows behind the glass, trackers quietly take notes on nearly everything you do. These trackers are not omniscient, but they are widespread and indiscriminate. The data they collect and derive is not perfect, but it is nevertheless extremely sensitive.
A data-snorting company can just make low bids to ensure it never wins while pocketing your data for nothing. This is a flaw in the implied deal where you trade data for benefits.
You can limit what you give away by blocking tracking cookies. Unfortunately, you can still be tracked by other techniques. These include web beacons, browser fingerprinting and behavioural data such as mouse movements, pauses and clicks, or sweeps and taps.
The EU’s GDPR (General Data Protection Regulation) was a baby step in the right direction. BOWM also mentions Vermont’s data privacy law, the Illinois Biometric Information Protection Act (BIPA) and next year’s California Consumer Privacy Act (CCPA).
Tor, the original anti-surveillance browser, is based on an old, heavily modified version of Firefox.
Most other browsers are now, like Chrome, based on Google’s open source Chromium. Once enough web developers started coding for Chrome instead of for open standards, it became arduous and expensive to sustain alternative browser engines. Chromium-based browsers now include Opera, Vivaldi, Brave, the Epic Privacy Browser and next year’s new Microsoft Edge.
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more on surveillance in this IMS blog
https://blog.stcloudstate.edu/ims?s=surveillance
The Importance of Universal Design in Online Learning
Dec. 11, 2019 • Webinar 2pm ET
utilize Learning Management System (LMS) analytics to promote self-improvement in instruction, student interaction and institutional frameworks.
In our new webinar, join D2L to explore strategies in Universal Design of Learning (UDL) and to understand how D2L supports UDL through the design of its Brightspace LMS platform – and via third-party partnerships – to provide students multiple ways to gain knowledge, engage and demonstrate learning.
Webinar participants will learn:
- In-depth details about D2L UDL features
- Useful insights about universal design provided by Dr. Sheryl Burgstahler of the University of Washington, including concrete steps to make your courses more universally designed
- Information about third-party integrations
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more on universal design in this IMS blog
https://blog.stcloudstate.edu/ims?s=universal+design
Data-Driven Design Is Killing Our Instincts
Valuing data over design instinct puts metrics over users
Benek Lisefski August 13, 2019
https://modus.medium.com/data-driven-design-is-killing-our-instincts-d448d141653d
Overreliance on data to drive design decisions can be just as harmful as ignoring it. Data only tells one kind of story. But your project goals are often more complex than that. Goals can’t always be objectively measured.
Data-driven design is about using information gleaned from both quantitative and qualitative sources to inform how you make decisions for a set of users. Some common tools used to collect data include user surveys, A/B testing, site usage and analytics, consumer research, support logs, and discovery calls.
Designers justified their value through their innate talent for creative ideas and artistic execution. Those whose instincts reliably produced success became rock stars.
In today’s data-driven world, that instinct is less necessary and holds less power. But make no mistake, there’s still a place for it.
Data is good at measuring things that are easy to measure. Some goals are less tangible, but that doesn’t make them less important.
Data has become an authoritarian who has fired the other advisors who may have tempered his ill will. A designer’s instinct would ask, “Do people actually enjoy using this?” or “How do these tactics reflect on our reputation and brand?”
Digital interface design is going through a bland period of sameness.
Data is only as good as the questions you ask
When to use data vs. when to use instinct
Deciding between two or three options? This is where data shines. Nothing is more decisive than an A/B test to compare potential solutions and see which one actually performs better. Make sure you’re measuring long-term value metrics and not just views and clicks.
Sweating product quality and aesthetics? Turn to your instinct. The overall feeling of quality is a collection of hundreds of micro-decisions, maintained consistency, and execution with accuracy. Each one of those decisions isn’t worth validating on its own. Your users aren’t design experts, so their feedback will be too subjective and variable. Trust your design senses when finessing the details.
Unsure about user behavior? Use data rather than asking for opinions. When asked what they’ll do, customers will do what they think you want them to. Instead, trust what they actually do when they think nobody’s looking.
Building brand and reputation? Data can’t easily measure this. But we all know trustworthiness is as important as clicks (and sometimes they’re opposing goals). When building long-term reputation, trust your instinct to guide you to what’s appealing, even if it sometimes contradicts short-term data trends. You have to play the long game here.
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more on big data in this IMS blog
https://blog.stcloudstate.edu/ims?s=big+data
https://www.surveygizmo.com/s3/5155654/IT-Issues-2020?sguid=60122224
what i find most important:
Future IT Workforce: Deploying a broad array of modern recruitment, retention, and employment practices to develop a resilient IT talent pipeline for the institution
Digital Integrations: Ensuring system interoperability, scalability, and extensibility, as well as data integrity, security, standards, and governance, across multiple applications and platforms
Engaged Learning: Incorporating technologies that enable students to create content and engage in active learning in course curricula
Student Retention and Completion: Developing the capabilities and systems to incorporate artificial intelligence into student services to provide personalized, timely support
Administrative Simplification: Applying user-centered design, process improvement, and system reengineering to reduce redundant or unnecessary efforts and improve end-user experiences
Improved Enrollment: Using technology, data, and analytics to develop an inclusive and financially sustainable enrollment strategy to serve more and new learners by personalizing recruitment, enrollment, and learning experiences
Workforce of the Future: Using technology to develop curriculum, content, and learning experiences that prepare students for the evolving workforce
Holistic Student Success: Applying technology and data, including artificial intelligence, to understand and address the numerous contributors to student success, from finances to health and wellness to academic performance and degree planning (my note: this is what Christine Waisner, Mark Gill and Plamen Miltenoff are trying to do with their VR research)
Improved Teaching: Strengthening engagement among faculty, technologists, and researchers to achieve the true and expanding potential of technology to improve teaching
Student-Centric Higher Education: Creating a student-services ecosystem to support the entire student life cycle, from prospecting to enrollment, learning, job placement, alumni engagement, and continuing education