personalized/customized learning

The Great Education Unbundling and How Learning Will be Rebundled — from gettingsmart.com by Nate McClennen, Tom Vander Ark

Key Points

The pandemic accelerated the great unbundling of learning – at least for those with access, agency, and advocates.
While unbundling will expand, how learning is rebundled will emerge as the next innovation — accessible, personalized, accountable and massive.

Excerpts:

By removing the barrier of full credit/school offered, schools become more robust in terms of richness of offerings as well as more personalized to meet the needs of students and communities.

The majority of unbundled experiences still fall back on the course level as the smallest granular level of choice. Following the lead of industry, unbundling in schools should mean a reduction in grain size so that skills are the level of unbundling rather than courses.

Higher Education Needs to Move Toward Mass-Personalization [Fourtané]

On 10/15/2021, in 21st century, 24x7x365 access, adult learning, Alternatives, analytics, Artificial Intelligence/Agents/LLMs/and Related, change, cloud-based computing / apps / other cloud-related, CMS/LMS, colleges, community colleges, curriculum, data related items, emerging technologies, future, future of higher education, game-changing environment, higher education, innovation, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, lifelong learning, love of learning, more voice more choice more control, New "Amazon.com" of Higher Education, online learning, personalized/customized learning, United States, universities, vendors, vision/possibilities, by Daniel Christian

Higher Education Needs to Move Toward Mass-Personalization — from fierceeducation.com by Susan Fourtané

Excerpt:

Every industry, from health sciences to marketing to manufacturing, is using Artificial Intelligence (AI) to facilitate the delivery of mass-personalization, yet education has been slow in its adoption. These smart systems create personalized solutions targeted to meet the unique needs of every individual.

Artificial Intelligence-based technologies have the potential of serving as tools for educators to provide personalized learning. However, for mass-personalization to work, institutions first need to align their leadership. In his feature session What Is It Going to Take to Move from Mass-Production to Mass-Personalization?, during the recent Online Learning Consortium virtual event, Dale Johnson, Director of Digital Innovation at Arizona State University, addressed the issue of mass personalization in higher education.

Johnson reinforced the idea that with mass-personalization professors can deliver the right lesson to the right student at the right time.
…
Mass-personalization software does not replace the professor. It makes the professor better, more focused on the students.

3 Promising Opportunities to Teach Your Kids From Home — from medium.com by Eva Keiffenheim
These organizations innovate homeschooling.

Excerpt:

What follows are three organizations that rethink the way children learn from home.

From DSC:
My wife teaches for Outschool and really enjoys it! She develops solid relationships with her students and is able to personalize things (as she deals with 1-3 students at a time). She doesn’t charge much at all, but she enjoys it.

Personalized Learning Using AI — from datafloq.com by Dmitry Baraishuk

Excerpt:

Process of Implementing Personalized Learning Using AI

The system tested every learner using short quizzes and games. Then AI adapted the learning path to each learner’s knowledge of a topic based on the test results.
If a pilot struggled with a certain topic, the AI LMS repeated it by presenting the information in a new way.
After completing a section, every pilot was retested and progressed to the next module.

…

Personalized learning with AI encompasses all the core aspects of online training:

personalized learning path;
relevant content based on knowledge level, skills, interests, and goals;
automated knowledge checks;
prediction of knowledge gaps;
proactive learners’ support;
tutoring, etc.

HOW SCHOOLS ARE REWRITING THE RULES ON CLASS TIME FOR STUDENTS—AND EVEN DITCHING GRADE LEVELS — from wsj.com by Yoree Koh
Educators are testing competency-based education, a form of personalized learning that emphasizes mastery of skills over hours spent in a classroom

Sandra Okita developed ProJo as a research tool to explore how #AI tools that act as a student's partner can be more effective than AI that mimics instructors. The team began testing the program in a 2-foot-tall robot in 2013.#education #edtech #learning https://t.co/UHDOU8oRoG

— Daniel Christian (he/him/his) (@dchristian5) August 13, 2021

Drexel Researchers Will Develop Artificial Intelligence Technologies for Adult Learning and Online Education as Part of $220 Million NSF Initiative — from drexel.edu with thanks to Ray Schroeder for this resource out on LinkedIn

Excerpt:

Researchers in Drexel University’s College of Computing & Informatics, who are studying artificial intelligence as a tool for teaching, have been selected to join a $220 million National Science Foundation initiative to expand the use of AI technology in areas ranging from agriculture and food supply chains to adult and online learning. Drexel’s team will join AI researchers from around the country in an effort to use the technology to make education more accessible for Americans who are adapting to rapidly changing workplaces. The NSF’s Adult Learning & Online Education (ALOE) Institute will be supported by $20 million over five years.

There’s a New Wave of AI Research Coming to Transform Education [Tamez-Robledo]

On 08/08/2021, in 21st century, Artificial Intelligence/Agents/LLMs/and Related, cloud-based computing / apps / other cloud-related, colleges, communities of practice, community colleges, content development, aggregation, repositories, corporate universities / corporate training, data related items, digital learning, education, education reform, education technology, emerging technologies, engagement / engaging students, experimentation, future of higher education, game-changing environment, global / globalization, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, online learning, personalized/customized learning, reinvent, research, society, staying relevant, story, storytelling, student-related, surviving, teaching & learning, technologies for your home, United States, vision/possibilities, workplace, by Daniel Christian

There’s a New Wave of AI Research Coming to Transform Education — from edsurge.com by Nadia Tamez-Robledo

Preparing for Students’ Second Act
With a focus on adult learners, the AI Institute for Adult Learning and Online Education, or ALOE, will look to improve online education for the more than 100 million American workers who will need to “reskill” over the next 10 years.

It will also learn from the massive amounts of data generated by online students that isn’t accessible in traditional in-person classes.

Potential unfulfilled: COVID-19, the rapid adoption of online learning, and what could be unlocked this year — from christenseninstitute.org by Thomas Arnett

Excerpt:

The foundational tenets of conventional instruction hinge on uniformity and compliance. Schools and classrooms, by and large, need students to conform to a common set of requirements in order for cohort-based learning to work. Unfortunately, nearly all students struggle to one degree or another to fit conventional instruction’s norms.

For example, conventional instruction requires students to show up to school ready to learn at times dictated by the school schedule, but for some students, life gets in the way. Conventional instruction moves all students through content at a uniform pace, but not all students master content in the time allotted. And conventional instruction often obliges students to sit and work or sit and listen for large portions of the day, yet some students struggle to sit quietly for extended periods of time. Fortunately, online learning offers the ability to replace many of these systemic rigidities with greater adaptability to students’ needs.

From DSC:
The above excerpt brings the image (below) back to my mind. The image represents our educational systems’ ways of never stopping or slowing down for anyone. They leave the station at such and such a time and then they move at a very face pace for everyone. There’s no stopping them — regardless of whether a student has mastered the content or not.

K-12 education in America is a like a quickly moving train that stops for no one.

A New Online Tutoring Market Has Emerged — In Construction. It Requires a Surprising Number of Books.

On 03/27/2021, in Alternatives, online tutoring, participation, personalized/customized learning, platforms, productivity / tips and tricks, professional development, relationships, United States, vendors, vocational / trades, by Daniel Christian

A New Online Tutoring Market Has Emerged — In Construction. It Requires a Surprising Number of Books. — from edsurge.com by Rebecca Koenig

Excerpt:

There’s a high-stakes exam that’s created an entire industry selling test-preparation products and services to people willing to shell out big bucks for help honing their skills and strategies.

It’s not the SAT, or the MCAT. In fact, it’s not related to academic admissions at all. Yet it has generated lots of online guides and courses, and studying for it requires many, many books.

It’s the exam to become a licensed construction contractor. And companies that offer remote instruction to help tradespeople get ready to take the test say business has been booming during the pandemic—perhaps driven by the fact that demand for construction workers is high.

The Future of Higher Ed Viewed from Cape Town, South Africa — from eliterate.us by Michael Feldstein

Excerpt:

A while back, I had the pleasure of being interviewed by friends at the University of Cape Town about the future of higher education as part of a short video they were compiling for their senior leadership. Here’s what they came up with:

DC: This is what we’re up against –> “Reskilling 1 billion people by 2030” [Anderson]

On 03/02/2021, in 21st century, 24x7x365 access, Africa, Asia, Australia, Canada, career development, change, changing business models, collaboration, colleges, community colleges, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, culture, dangers of the status quo, Daniel S. Christian, digital learning, distance education, education, education reform, education technology, engagement / engaging students, Europe, experimentation, future, future of higher education, game-changing environment, generational differences, global / globalization, higher education, homeschooling/homeschoolers, ideas, India, innovation, leadership, learning, learning ecosystem, Learning from the Living [Class] Room, legislatures / government / legal, lifelong learning, more voice more choice more control, New "Amazon.com" of Higher Education, new business models, online learning, organizational change, pace of change, personalized/customized learning, platforms, reinvent, social learning / networks, society, staying relevant, streams of content, surviving, training / L&D, trends, UK, United States, universities, vision/possibilities, web-based collaboration, by Daniel Christian

From DSC:
This is what we’re up against –> Reskilling 1 billion people by 2030” — from saffroninteractive.com by Jessica Anderson

Excerpts:

According to the World Economic Forum, this statistic is a critical economic imperative.

Does this shock or scare you? Perhaps you’re completely unflappable? Whatever your reaction, this situation will undoubtedly impact your organisation and the way you tackle skills development.
…
What are the roadblocks?

So, we’ve laid down the gauntlet; an adaptable, agile, multi-skilled workforce. What stands in the way of achieving this? A recent survey of the top 5 challenges facing learning leaders sheds some light:

1. Building a learning culture
2. Learning in the flow of work
3. Digital transformation
4. Learner engagement and ownership
5. Keeping informed of best practices

From DSC:
The article mentions that nations could lose billions in potential GDP growth. And while that is likely very true, I think a far bigger concern is the very peace and fabric of our societies — the way of living that billions of people will either enjoy or have to endure. Civil unrest, increased inequality, warfare, mass incarcerations, etc. are huge concerns.

The need for a next-gen learning platform is now! The time for innovation and real change is now. It can’t come too soon. The private and public sectors need to collaborate to create “an Internet for learning” (in the sense that everyone can contribute items to the platform and that the platform is standards based). Governments, corporations, individuals, etc. need to come together. We’re all in the same boat here. It benefits everyone to come together.

It takes a village: The pandemic learning pod movement, one year in [Opalka, Jochim, & Lollo]

On 02/17/2021, in education, health, K-12 related, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, parents/guardians, participation, personalized/customized learning, society, student-related, United States, by Daniel Christian

It takes a village: The pandemic learning pod movement, one year in — from crpe.org by Alice Opalka, Ashley Jochim, and Joe Lollo

Excerpt:

Since the spring of 2020, learning pods have evolved from a new idea to a significant feature of the pandemic learning landscape. As the pod movement grows in real-time through the current school year and morphs into new models and approaches, the work of learning is moving beyond the four walls of the school building and into communities across the country.

Our database of learning pods—also referred to as learning hubs—now hosts nearly 330 entries of pods organized by institutions with publicly available information from across the country. While this landscape is not a representative sample and is limited by information available on program websites, it offers a snapshot of how learning pods are reshaping education one year into the pandemic.

Our latest analysis shows that community-based organizations and adults beyond the teacher are playing an increased role supporting students and their families through the pandemic.

Remote Learning Isn’t Just for Kids [Hannon]

On 02/10/2021, in 21st century, 24x7x365 access, adult learning, Alternatives, digital learning, distance education, education, education technology, emerging technologies, future, future of higher education, game-changing environment, generational differences, higher education, homeschooling/homeschoolers, ideas, innovation, K-12 related, law schools, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, lifelong learning, online learning, personalized/customized learning, platforms, remote teaching and learning, trends, United States, universities, vendors, web-based collaboration, by Daniel Christian

Remote Learning Isn’t Just for Kids — from nytimes.com by Kerry Hannon
New online tools and an array of remote classes and programs are ramping up education and training for adults.

Excerpt:

Adult education, however, is “the Wild West” of education technology, according to Mr. Yoquinto. There are many outlets experimenting with ways to get a handle on the online adult education marketplace, including community colleges and universities, for-profit learning platforms, workshop providers and nonprofit organizations.

Above resource per Laurie Burruss out on LinkedIn:

The internet has empowered adult learners by providing new online tools to ramp up education and training. “The need for workers to keep pace with fast-moving economic, cultural and technological changes, combined with longer careers, will add up to great swaths of adults who need to learn more than generations past — and faster than ever,” said Luke Yoquinto, a research associate at the M.I.T. AgeLab and co-author of “Grasp: The Science Transforming How We Learn

Nearly 3/4’s of pandemic affected parents feel Ss should learn subjects they’re passionate about, not those of little interest [Unschooling School]

On 02/07/2021, in Canada, curriculum, dangers of the status quo, Daniel S. Christian, education, education reform, engagement / engaging students, experimentation, future, game-changing environment, homeschooling/homeschoolers, ideas, K-12 related, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning preferences, lifelong learning, love of learning, more voice more choice more control, motivation, parents/guardians, participation, passions, personalized/customized learning, play, productivity / tips and tricks, real-world assignments, reinvent, society, staying relevant, student teaching/teacher education, student-related, surviving, teachers, United States, vision/possibilities, youth, by Daniel Christian

Nearly three-quarters of pandemic affected parents feel students should learn subjects they’re passionate about, not those of little interest — from newswire.ca by Unschooling School

Excerpt:

TORONTO, Feb. 1, 2021 /CNW/ – A nation-wide survey of Canadian parents released today finds that nearly three in four of them (73%) believe the education system today would be better for students if it were structured to give them more choice and time to just learn those subjects and topics, they are either excited or passionate about.

Also, more than two-thirds (67%) want a school reset, so students learn more of the subject areas they’re passionate about and not those of little interest to them.

From DSC:
I feel the same way about many K12 systems here in the United States. Our youngest daughter — who has been studying at home this past year — has so much more energy and passion when we give her more agency to do the things that *she* wants to do and to learn about the things that *she* wants to learn about.

Learning channels of the future will provide us with more choice, more control.

And readers of this blog know that I’m all about the love of learning (or even liking it better), seeing as we all need to be lifelong learners these days.

The more we enjoy learning = The better, more fulfilling, enjoyable that our lives will be! (Not to mention how much more productive we’ll be as well.)

Multimedia-based exit tickets [Christian]

On 02/02/2021, in 21st century, A/V -- audio/visual, blended learning, Daniel S. Christian, digital learning, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), hybrid learning, ideas, innovation, instructional design, IT in HE, K-12 related, law schools, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, liberal arts, metacognition / metacognitive skills, Michigan, multimedia, Natural Language Processing (NLP), online learning, pedagogy, personalized/customized learning, student-related, teachers, teaching & learning, teaching online, tools, training / L&D, United States, universities, usability, user experience (UX), user interface design, vendors, vision/possibilities, web-based collaboration, writing, by Daniel Christian

From DSC:
I was reviewing an edition of Dr. Barbara Honeycutt’s Lecture Breakers Weekly, where she wrote:

After an experiential activity, discussion, reading, or lecture, give students time to write the one idea they took away from the experience. What is their one takeaway? What’s the main idea they learned? What do they remember?

This can be written as a reflective blog post or journal entry, or students might post it on a discussion board so they can share their ideas with their colleagues. Or, they can create an audio clip (podcast), video, or drawing to explain their One Takeaway.

From DSC:
This made me think of tools like VoiceThread — where you can leave a voice/audio message, an audio/video-based message, a text-based entry/response, and/or attach other kinds of graphics and files.

That is, a multimedia-based exit ticket. It seems to me that this could work in online- as well as blended-based learning environments.

Addendum on 2/7/21:

How to Edit Live Photos to Make Videos, GIFs & More! — from jonathanwylie.com

Learning Ecosystems

A New Online Tutoring Market Has Emerged — In Construction. It Requires a Surprising Number of Books.

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