adult learning - Learning Ecosystems

How ChatGPT3 Impacts the Future of L&D in an AI World [Bernhardt & Quinn]

On 01/24/2023, in 21st century, 24x7x365 access, adult learning, Amazon, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, business, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, training / L&D, workplace, by Daniel Christian

How ChatGPT3 Impacts the Future of L&D in an AI World — from learningguild.com by Markus Bernhardt and Clark Quinn

Excerpt:

Recent advances in artificial intelligence (AI) are promising great things for learning. The potential here is impressive, but there also exist many questions and insecurities around deploying AI technology for learning: What can AI do? Where is it best utilized? What are the limits? And particularly: What does that leave for the instructional designer and other human roles in learning, such as coaching and training?

We want to suggest that these developments are for the benefit of everyone—from organizational development strategy devised in the C-suite, via content creation/curation by instructional designers, right through to the learners, as well as coaches and trainers who work with the learners.

Also somewhat relevant/see:

Donald Clark’s reflections re: AI in a posting entitled, “Amazon – the story of how AI became the beating heart of a Global business”
L&D Must Resolve ‘Content Chaos’ to Meet Performance Goals — from learningguild.com by Markus Bernhardt and Clark Quinn

Let’s develop a nationwide, direct-to-learner campaign: “Learn how to learn.” [Christian]

On 01/23/2023, in 24x7x365 access, active learning, adjunct faculty, adult learning, career development, collaboration, colleges, communities of practice, community colleges, corporate universities / corporate training, Daniel S. Christian, education, faculty, future, heutagogy, higher education, homeschooling/homeschoolers, hybrid learning, Hyflex learning, ideas, informal learning, instructional design, K-12 related, law schools, leadership, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning theories, legislatures / government / legal, liberal arts, library / librarians, lifelong learning, love of learning, metacognition / metacognitive skills, microlearning, mobile learning, online learning, online media, Personal Learning Networks (PLNs), personalized/customized learning, platforms, professional development, psychology, skills, society, sociology, strategy, student teaching/teacher education, student-related, teachers, teaching & learning, teaching online, traditional / tradition, training / L&D, United States, universities, vision/possibilities, web-based collaboration, by Daniel Christian

From DSC:
Let’s put together a nationwide campaign that would provide a website — or a series of websites if an agreement can’t be reached amongst the individual states — about learning how to learn. In business, there’s a “direct-to-consumer” approach. Well, we could provide a “direct-to-learner” approach — from cradle to grave. Seeing as how everyone is now required to be a lifelong learner, such a campaign would have enormous benefits to all of the United States. This campaign would be located in airports, subway stations, train stations, on billboards along major highways, in libraries, and in many more locations.

We could focus on things such as:

Quizzing yourself / retrieval practice
Spaced retrieval
Interleaving
Elaboration
Chunking
Cognitive load
Learning by doing (active learning)
Journaling
The growth mindset
Metacognition (thinking about one’s thinking)
Highlighting doesn’t equal learning
There is deeper learning in the struggle
…and more.

A learn how to learn campaign covering airports, billboards, subways, train stations, highways, and more

NOTE:
The URL I’m using above doesn’t exist, at least not at the time of this posting.
But I’m proposing that it should exist.

A group of institutions, organizations, and individuals could contribute to this. For example The Learning Scientists, Daniel Willingham, Donald Clark, James Lang, Derek Bruff, The Learning Agency Lab, Robert Talbert, Pooja Agarwal and Patrice Bain, Eva Keffenheim, Benedict Carey, Ken Bain, and many others.

Perhaps there could be:

discussion forums to provide for social interaction/learning
scheduled/upcoming webinars
how to apply the latest evidence-based research in the classroom
link(s) to learning-related platforms and/or resources

Some example components of a learning ecosystem [Christian]

On 01/20/2023, in 21st century, A/V -- audio/visual, active learning, adjunct faculty, adult learning, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, Augmented Reality (AR), blended learning, blogs / blogging / vlogging, bots, Canvas - and other Instructure-related items, cloud-based computing / apps / other cloud-related, CMS/LMS, collaboration, colleges, communities of practice, community colleges, competency-based learning/education, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital audio, digital learning, digital textbooks, digital video, e-books, e-publishing related items (EPUB and more), education technology, educational games / serious games, elearning, face-to-face, faculty, heutagogy, higher education, human-computer interaction (HCI), hybrid learning, Hyflex learning, informal learning, instructional design, intelligent systems, intelligent tutoring, K-12 related, law schools, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, learning theories, library / librarians, lifelong learning, microlearning, mobile learning, MOOCs -- Massive Open Online Courses, online learning, online media, online tutoring, open courseware and systems, parents, pedagogy, personalized/customized learning, platforms, play, podcasting, professional development, social learning / networks, social media, society, streams of content, student-related, teachers, teaching & learning, technology (general), tools, training / L&D, universities, videoconferencing, Virtual Reality (VR) / worlds / learning, vocational / trades, webinars, by Daniel Christian

A learning ecosystem is composed of people, tools, technologies, content, processes, culture, strategies, and any other resource that helps one learn. Learning ecosystems can be at an individual level as well as at an organizational level.

Some example components:

Subject Matter Experts (SMEs) such as faculty, staff, teachers, trainers, parents, coaches, directors, and others
Fellow employees
L&D/Training professionals
Managers
Instructional Designers
Librarians
Consultants
Types of learning
- Active learning
- Adult learning
- PreK-12 education
- Training/corporate learning
- Vocational learning
- Experiential learning
- Competency-based learning
- Self-directed learning (i.e., heutagogy)
- Mobile learning
- Online learning
- Face-to-face-based learning
- Hybrid/blended learning
- Hyflex-based learning
- Game-based learning
- XR-based learning (AR, MR, and VR)
- Informal learning
- Formal learning
- Lifelong learning
- Microlearning
- Personalized/customized learning
- Play-based learning
Cloud-based learning apps
Coaching & mentoring
Peer feedback
Job aids/performance tools and other on-demand content
Websites
Conferences
Professional development
Professional organizations
Social networking
Social media – Twitter, LinkedIn, Facebook/Meta, other
Communities of practice
Artificial Intelligence (AI) — including ChatGPT, learning agents, learner profiles,
LMS/CMS/Learning Experience Platforms
Tutorials
Videos — including on YouTube, Vimeo, other
Job-aids
E-learning-based resources
Books, digital textbooks, journals, and manuals
Enterprise social networks/tools
RSS feeds and blogging
Podcasts/vodcasts
Videoconferencing/audio-conferencing/virtual meetings
Capturing and sharing content
Tagging/rating/curating content
Decision support tools
Getting feedback
Webinars
In-person workshops
Discussion boards/forums
Chat/IM
VOIP
Online-based resources (periodicals, journals, magazines, newspapers, and others)
Learning spaces
Learning hubs
Learning preferences
Learning theories
Microschools
MOOCs
Open courseware
Portals
Wikis
Wikipedia
Slideshare
TED talks
…and many more components.

These people, tools, technologies, etc. are constantly morphing — as well as coming and going in and out of our lives.

A New Generation Of Mastery-Based Learning Platforms Has Arrived — from joshbersin.com by Josh Bersin

Excerpt:

The $330 billion corporate training market is enormous, fragmented, and complex. For years it was dominated by Learning Management Systems (LMS) and content providers, each pioneered in the early 2000s. These systems served well, but the needs of employees and organizations moved ahead.

Today companies want not only a place to find and administer learning, they want a “Learning Platform” that creates mastery. And this market, that of “Learning Delivery Platforms,” is far more complex than you think. Let me put it straight: video-based chapter by chapter courses don’t teach you much. Companies want a solution that is expert-led, engaging, includes assignments and coaching, and connects employees to experts and peers.

Well there’s a new breed of platforms focused in this area, and I call them Capability Academy systems.

These are platforms explicitly to bring together expert teachers, AI-enabled collaboration, assignments, and coaching to drive mastery. They can train thousands of people in small cohorts, offering hands-on support for technical or PowerSkills topics. And the results are striking: these vendors achieve 90% completion rates and netPromoter scores above 60 (far above traditional content libraries).

6 Ed Tech Tools to Try in 2023 — from cultofpedagogy.com by Jennifer Gonzalez

Excerpt:

The guide is packed with tools that can meet so many of your needs as a teacher, and many of them are already well established and widely used. But every January, we like to choose six that we think deserve a little extra attention. Most are not actually brand-new to the world, but each one has something special about it. So here we go!

6 Google Scholar Tips From Its Co-Creator — from techlearning.com by Erik Ofgang
Google Scholar can be a great tool for teachers and their students. Here’s how to get the most out of it.

Excerpt:

Anurag Acharya co-created Google Scholar in 2004. The Google engineer and former professor of computer science at the University of California at Santa Barbara was inspired to create the free search tool after being frustrated by being unable to access research articles as a student at the Kharagpur campus of the Indian Institute of Technology.

Today, Acharya is head of Google Scholar and an authority on how the scholarly search engine can best be used by teachers and their students. He offers these tips and best practices for teachers to use and share with their students.

Instructional Designer: Tools of the Trade Webinar 3/8 (from Teaching: A Path to L&D) and tools of the trade

Teaching: A Path to L&D aims to provide free guidance to teachers looking to move into the world of Learning and Development, specifically Instructional Design. Check out our website at www.teachlearndev.org for free coaching, webinars, and resources to help you on your journey!

14 Technology Predictions for Higher Education in 2023 [Kelly]

On 01/17/2023, in accessibility / UDL, adult learning, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, blended learning, career development, change, collaboration, colleges, community colleges, credentialing, data mining, education technology, emerging technologies, experimentation, future, global / globalization, higher education, human-computer interaction (HCI), hybrid learning, ideas, innovation, instructional design, IT in HE, learning ecosystem, Learning Experience Design, learning preferences, liberal arts, lifelong learning, online learning, personalized/customized learning, skills, teaching & learning, technology (general), tools, United States, universities, vendors, by Daniel Christian

14 Technology Predictions for Higher Education in 2023 — from campustechnology.com by Rhea Kelly
How will technologies and practices like artificial intelligence, predictive analytics, digital transformation, and change management impact colleges and universities this year? Here’s what the experts told us.

Excerpt:

In an open call on LinkedIn, we asked higher education and ed tech industry leaders to forecast the most important trends to watch in the coming year. Their responses reflect both the challenges on the horizon — persistent cyber attacks, the disruptive force of emerging technologies, failures in project management — as well as the opportunities that technology brings to better serve students and support the institutional mission. Here are 14 predictions to help steer your technology efforts in 2023.

Reflections on “What factors help active learning classrooms succeed?” [Talbert]

On 01/16/2023, in 21st century, A/V -- audio/visual, active learning, adjunct faculty, adult learning, collaboration, colleges, communications, communities of practice, community colleges, corporate universities / corporate training, culture, Daniel S. Christian, design, digital audio, digital learning, digital video, distance education, education technology, engagement / engaging students, experimentation, face-to-face, faculty, higher education, instructional design, interactivity, IT in HE, law schools, leadership, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning spaces, liberal arts, participation, pedagogy, research, social learning / networks, social media, strategy, student-related, teaching & learning, training / L&D, United States, universities, user experience (UX), using teams, videoconferencing, vision/possibilities, by Daniel Christian

What factors help active learning classrooms succeed? — from rtalbert.org Robert Talbert

Excerpt:

The idea that the space in which you do something, affects the thing you do is the basic premise behind active learning classrooms (ALCs).
…
The biggest message I get from this study is that in order to have success with active learning classrooms, you can’t just build them — they have to be introduced as part of an ecosystem that touches almost all parts of the daily function of a university: faculty teaching, faculty development and support, facilities, and the Registrar’s Office to name a few. Without that ecosystem before you build an ALC, it seems hard to have success with students after it’s built. You’re more likely to have an expensive showcase that looks good but ultimately does not fulfill its main purpose: Promoting and amplifying active learning, and moving the culture of a campus toward active engagement in the classroom.

From DSC:
Thank you Robert for your article/posting here! And thank you for being one of the few faculty members who:

Regularly share information out on LinkedIn, Twitter, and your blog (something that is all too rare for faculty members throughout higher education)
Took a sabbatical to go work at a company that designs and develops numerous options for implementing active learning setups throughout the worlds of higher education, K12 education, and the corporate world as well. You are taking your skills to help contribute to the corporate world, while learning things out in the corporate world, and then taking these learnings back into the world of higher education.

This presupposes something controversial: That the institution will take a stand on the issue that there is a preferred way to teach, namely active learning, and that the institution will be moving toward making active learning the default pedagogy at the institution. Putting this stake in the ground, and then investing not only in facilities but in professional development and faculty incentives to make it happen, again calls for vigorous, sustained leadership — at the top, and especially by the teaching/learning center director.

Robert Talbert

For people who would like to explore their creativity more, check out these FREE resources from Adobe

On 01/09/2023, in 24x7x365 access, A/V -- audio/visual, Adobe, adult learning, animation, art, career development, collaboration, content development, aggregation, repositories, creativity, design, digital audio, digital photography, digital storytelling, digital video, education technology, Emotion, engagement / engaging students, experimentation, homeschooling/homeschoolers, interaction design, photography, platforms, presentations, productivity / tips and tricks, professional development, project-based learning, remote teaching and learning, simulations, skills, social learning / networks, social media, story, storytelling, student-related, tools, training / L&D, United States, vendors, web-based collaboration, webinars, youth, by Daniel Christian

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Five Ways to Strengthen the Employee-Employer Relationship in 2023 [MacDonald]

On 01/07/2023, in adult learning, business, communications, corporate / business world, culture, Emotion, engagement / engaging students, leadership, relationships, strategy, United States, workplace, by Daniel Christian

Five Ways to Strengthen the Employee-Employer Relationship in 2023 — from sloanreview.mit.edu by Ally MacDonald; with thanks to Roberto Ferraro for this resource
Organizational experts offer insights on how to make meaningful changes to engage employees in the coming year.

Excerpt (emphasis DSC):

Before 2020, the structure of jobs evolved sluggishly and unimaginatively, despite evidence that traditional ways of working often harmed employee well-being. The past two years have provided leaders with an opportunity to rethink how their employees work. Those seizing this chance are applying an R&D mindset to how jobs are designed, with the goal of structuring work in ways that allow their employees to thrive while on the job and in their nonwork lives as well. It is these forward-thinking leaders who will make 2023 the most innovative year ever when it comes to how people work.

From DSC:
I like the idea of an R&D mindset. Very nice.

Subject: The Edge: Today’s Issues in Schools; Tomorrow’s Higher-Ed Challenges

Excerpts:

Issues like chronic absenteeism in big urban and rural districts, the impact of classroom shootings on kids, and schools’ struggles to handle teenagers’ mental-health challenges might not be day-to-day concerns for college leaders and those who work with them. But these will matter to higher ed in the not-so-distant future, as those K-to-12 students make their way to college. And they could matter even more if those students don’t ever even make it to college.

Words of wisdom:

Those of us who might be a little higher-ed siloed in our thinking on education would do well to widen our perspective.

From DSC:
And it isn’t just about the impacts of COVID-19 either — though those things are very important. We would do well to get out of our siloes and practice some high-level design thinking to implement a cradle-to-grave, lifelong learning ecosystem. The vocational and corporate training worlds are highly relevant here as well.

If this is true, has higher ed kept up curriculum- and content-wise? [Christian]

On 01/02/2023, in adult learning, career development, colleges, community colleges, content development, aggregation, repositories, corporate / business world, credentialing, curriculum, Daniel S. Christian, higher education, United States, universities, workplace, by Daniel Christian

Adult learners can help solve higher education’s enrollment crisis. But here’s what colleges will need to know. — from by Terah Crews
A slowing economy could push employees back to college, but institutions still have work to do to serve adult students, the CEO of ReUp Education writes.

Excerpts:

If the U.S. economy contracts over the next year or two, as a majority of experts anticipate, there will be an enormous need for education and training. Workers will want to reskill and retrain for a reshaped world of work. Colleges and universities will have a critical role to play in getting Americans back to work and on a path toward more stable careers.

The 39 million Americans with some college but no credential will be the key to recovery, and colleges and universities must redouble their efforts to get these learners back in school and on a path toward new careers.

From DSC:
Given the above is true/occurs, my question is this: Has higher ed kept up curriculum- and content-wise?

DC: What if there was a “remote learning channel” for every college/university classroom? A remote learner would have to pay a small flat fee to audit or drop into the class.

— Daniel Christian (he/him/his) (@dchristian5) December 31, 2022

From DSC:
Perhaps such a network type of setup could provide audio-visual-based links that people could provide to one another.

Top challenges for L&D leaders in 2023 + other items related to L&D

On 12/24/2022, in adult learning, blended learning, change, corporate / business world, corporate universities / corporate training, engagement / engaging students, hybrid learning, Hyflex learning, leadership, pace of change, reinvent, technology (general), training / L&D, workplace, by Daniel Christian

Top challenges for L&D leaders in 2023 — from chieflearningofficer.com by Ken Blanchard

Excerpts:

From an HR perspective, survey respondents reported that the biggest challenges they expect as HR and L&D leaders in 2023, in ranked order, are:

Capacity and resources
Turnover and attrition
Improving engagement and experience
Adapting to a hybrid culture

From DSC:
I wonder if many in higher education might respond similarly…? Perhaps some even in the K-12 space as well.

Also see:

This posting from William Kennedy-Long (re: instructional design) out on LinkedIn:

Excerpt (emphasis DSC):

I read Clark Quinn’s outstanding article which I highly recommend reading, entitled Performance Focus For Deeper Learning Design.

Immediately, I was captivated by what it and he had to say, such that I wrote a short piece to follow up on it.

What are on-ramps? Here’s how to build them for all adult learners to reach their academic potential — from chieflearningofficer.com by Michelle Westfort

Excerpt:

This may come as a surprise — adult learners over 25 make up nearly 40 percent of today’s U.S. undergraduate population at colleges and universities. However, these learners often find themselves treated as outliers by institutions designed for traditional students, which leads to poorer learner outcomes and, as a result, barriers to social mobility.

To ensure adult learners can meaningfully participate in your workforce education program, organizations can build on-ramps capable of accommodating all learners.

On-ramps provide employees access to high-quality academic programs, enable them to continue their educational journey toward a degree or certification by meeting them where they are, and hold a key role in paving the way for successful learner outcomes.

Leveraging 2022’s future-forward lessons to improve L&D — from chieflearningofficer.com by Keith Keating

Excerpts:

Top 4 future-forward lessons from 2022:

The world changes rapidly — prepare for it
Anticipate trends, events and the skills you’ll need in the future
Continuously adopt new capabilities and expand your knowledge
Use tech to your advantage

ChatGPT and The Professional’s Guide to Using AI [Miller]

On 12/22/2022, in 21st century, 24x7x365 access, adult learning, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, change, cloud-based computing / apps / other cloud-related, colleges, communities of practice, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital learning, education, education technology, emerging technologies, entrepreneurship, experimentation, future, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, law schools, learning, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, lifelong learning, microlearning, online tutoring, productivity / tips and tricks, professional development, society, teachers, teaching & learning, technologies for your home, tools, training / L&D, universities, virtual tutoring, vision/possibilities, writing, by Daniel Christian

ChatGPT and The Professional’s Guide to Using AI — from linkedin.com by Allie K. Miller

Excerpt:

Real Ways Professionals Can Use ChatGPT to Improve Job Performance
Let’s dive into some real examples of how professionals across sales, marketing, product management, project management, recruiting, and teaching can take advantage of this new tool and leverage it for even more impact in their careers.

Teachers and ChatGPT

Help with grading and feedback on student work.
Example prompt: “Tell me every grammar rule that’s been violated in this student’s essay: [paste in essay]”
Create personalized learning materials.
Example prompt: “Help me explain photosynthesis to a 10th grade student in a way similar to sports.”
Generate lesson plans and activities.
Example prompt: “Create an activity for 50 students that revolves around how to learn the different colors of the rainbow.” or “Generate a lesson plan for a high school English class on the theme of identity and self-discovery, suitable for a 45-minute class period.”
Write fake essays several reading levels below your class, then print them out, and have your students review and edit the AI’s work to make it better.
Example prompt: “Generate a 5th grade level short essay about Maya Angelou and her work.”
Providing one-on-one support to students.
Example prompt: “How can I best empower an introverted student in my classroom during reading time?”

From DSC:
I haven’t tried these prompts. Rather I post this because I’m excited about the potential of Artificial Intelligence (AI) to help people teach and to help people to learn.

ChatGPT is changing the game, and I want to share real things you can do with this AI system today.

Please save this thread and start testing this technology NOW so you’re ahead of the curve.

— Allie K. Miller (@alliekmiller) December 13, 2022

Learning Ecosystems

How ChatGPT3 Impacts the Future of L&D in an AI World [Bernhardt & Quinn]

14 Technology Predictions for Higher Education in 2023 [Kelly]

Five Ways to Strengthen the Employee-Employer Relationship in 2023 [MacDonald]

If this is true, has higher ed kept up curriculum- and content-wise? [Christian]

Top challenges for L&D leaders in 2023 + other items related to L&D

Allie Miller: “ChatGPT is changing the game, & I want to share real things you can do with this AI system today.”

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