motivation

“ChatGPT Prompts for Learner Motivation” [Hardman] + other AI/T&L items

On 06/02/2023, in colleges, community colleges, higher education, instructional design, mathematics, motivation, teachers, teaching & learning, universities, by Daniel Christian

ChatGPT Prompts for Learner Motivation — from drphilippahardman.substack.com by Dr. Philippa Hardman
Three mega-prompts to motivate your learners like a pro

So, what can we – as educators and creators of ed-tech – do to build our learners’ intrinsic motivation and, in the process, drive both inclusion and achievement?

To help answer this question, I’ve put together a short guide. The guide includes:

A whistle-stop tour of the science of intrinsic motivation.
Three ChatGPT mega-prompts so you can apply the theory to the way you design learning experiences (and, perhaps, ed-tech products) and optimise for intrinsic motivation today.

How will Artificial Intelligence change higher education? — from chronicle.com by various
ChatGPT is just the beginning. 12 scholars and administrators explain.

Even discounting for hyperbole, the release of ChatGPT suggests that we’re at the dawn of an era marked by rapid advances in artificial intelligence, with far-reaching consequences for nearly every facet of society, including higher education. From admissions to assessment, academic integrity to scholarly research, university operations to disappearing jobs, here’s how 12 professors, administrators, and writers answer the question: How will AI change higher education?

Improving mathematical reasoning with process supervision — from openai.com

Excerpt:

We’ve trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit: it directly trains the model to produce a chain-of-thought that is endorsed by humans.

Below comments/notes are from DSC (with thanks to Roberto Ferraro for this resource):
according to Dan Pink, intrinsic motivation is very powerful — much more powerful for many types of “messy/unclear” cognitive work (vs. clear, more mechanical types of work). What’s involved here according to Pink? Autonomy, mastery, and purpose.

Dan Pink makes his case in the video below. My question is:

If this is true, how might this be applied to education/training/lifelong learning?

From DSC (cont’d):

As Dan mentions, we each know this to be true. For example, for each of our kids, my wife and I introduced them to a variety of things — music, sports, art, etc. We kept waiting for them to discover which thing(s) that THEY wanted to pursue. Perhaps we’ll find out that this was the wrong thing to do. but according to Pink, it’s aligned with the type of energy and productivity that gets released when we pursue something that we want to pursue. Plus creativity flows in this type of setting.

Again, my thanks to Roberto Ferraro for resurfacing this item as his “One ‘must read’ for this week” item of his newsletter.

Learners need: More voice. More choice. More control. -- this image was created by Daniel Christian

Is It Time to Rethink the Traditional Grading System? [Young & Talbert]

On 05/15/2023, in adjunct faculty, assessment, change, faculty/staff, higher education, instructional design, learning, learning ecosystem, love of learning, motivation, pedagogy, research, student-related, teaching & learning, United States, universities, by Daniel Christian

Is It Time to Rethink the Traditional Grading System? — from edsurge.com by Jeffrey R. Young and Robert Talbert

Excerpt:

After that, this professor vowed never to use traditional grades on tests again. But he wasn’t quite sure what to replace them with.

As Talbert soon discovered, there’s a whole world of so-called alternative grading systems. So many, in fact, that he ended up co-writing an entire book about them with a colleague at his university, David Clark. The book, which is due out this summer, is called “Grading for Growth: A Guide to Alternative Grading Practices that Promote Authentic Learning and Student Engagement in Higher Education.”

EdSurge connected with Talbert to hear what he uses in his classes now, and why he argues that reforming how grading works is key to increasing student engagement.

Nurturing student learning and motivation through the application of cognitive science — from deansforimpact.org by Cece Zhou

Excerpt:

In particular, TutorND’s emphasis on applying principles of cognitive science – the science of our how minds work – in tutoring practice has not only bolstered the interest and confidence of some of its tutors to pursue teaching, but also strengthened their instructional skills and meaningfully contributed to PK-12 student growth.

Today, TutorND trains and supports 175 tutors in schools across the greater South Bend community and across the country. Given that these tutors are students, faculty, and staff interested in cognitive science research and its application to student learning, they’re able to bridge theory and practice, assess the effectiveness of instructional moves, and foster learning experiences for students that are rigorous, affirming, and equitable.

Pathways With a Purpose: Supporting Students in Revealing Meaning [Blanchet]

On 05/01/2023, in entrepreneurship, experimentation, hearts -- matters of the heart, innovation, learning, Learning Experience Design, motivation, participation, passions, pathways, productivity / tips and tricks, society, student-related, teachers, youth, by Daniel Christian

Pathways With a Purpose: Supporting Students in Revealing Meaning — from gettingsmart.com by Michalle Blanchet

Key Points

As we look at career pathways for students we might do more to support students to find meaningful work.
Data suggests young people care about having jobs that make an impact.

Difference-making, social innovation, social entrepreneurship – there’s a thread that unites these various themes. They are purpose-driven. As we look at career pathways for students we might do more to support students to find meaningful work. Data suggests young people care about having jobs that make an impact. They want to do something that contributes positively to society, and the environment while earning a paycheck. This is something that we must nurture as educators.

5 Playful Strategies That Reduce Language Learning Anxiety — from edutopia.org by Paige Tutt
We visited a classroom in Denmark to see how a playful learning philosophy can put students at ease and make language learning joyful and engaging.

Excerpt:

Instead of trying to convince students that their fears aren’t warranted, Belouahi makes a point of creating a positive, mistake-friendly classroom where students feel comfortable experimenting. One of the ways she does this is by incorporating playful learning strategies. “It doesn’t have to be perfect from the beginning,” Belouahi says. “The goal is for them to use their English language as much as possible and as best as they can. Not perfectly.”

Here are five playful learning strategies from Belouahi’s classroom designed to make the act of learning a new language less daunting, and more joyful, social, and engaging.

Also from edutopia.org, see:

An Innovative Way for High School Students to Take Control of Their Own Learning — by Shelby Scoffield
Giving students a chance to build a project based on a rubric they created can increase engagement and investment.

Learners need: More voice. More choice. More control. -- this image was created by Daniel Christian

3 Simple Yet Powerful Ways to Build Relationships With Your Students — by Jori Krulder
Use these interactive strategies to build strong relationships with middle and high school students without sacrificing teaching time.
Activating Learning by Milling to Music
When students pretend they’re at a fancy party making small talk, a simple brainstorm for writing ideas becomes more lively, more cooperative—and more effective.

The Secret to Great Learning Design? Focus on Problems, not Solutions — from drphilippahardman.substack.com by Dr. Philippa Hardman
What a recent resurgence of research into problem-based learning has taught us about the value & impact of problem-based approaches

Excerpts:

Problem-based learning is an instructional approach that engages students in active, collaborative, and self-directed learning by exploring complex, real-world problems (rather than sitting and listening to a stage on the stage).

In a Problem-based learning scenario, students work in small groups and, under the guidance of a facilitator or instructor, identify, research, and analyse a problem before proposing and evaluating potential solutions and reaching a resolution.
…
Here are five of the most interesting research projects published on problem-based learning in the last few months:

Reflections on “Why The Education Economy Is The Next Big Thing For The American Workforce” [Busteed]

On 02/22/2023, in business, career development, change, changing business models, collaboration, colleges, communities of practice, community colleges, corporate / business world, corporate universities / corporate training, dangers of the status quo, Daniel S. Christian, Design Thinking, education, education reform, Emotion, engagement / engaging students, entrepreneurship, experimentation, future, higher education, homeschooling/homeschoolers, ideas, K-12 related, leadership, learning, learning ecosystem, Learning Experience Design, legislatures / government / legal, lifelong learning, motivation, participation, passions, traditional / tradition, training / L&D, United States, universities, by Daniel Christian

Why The Education Economy Is The Next Big Thing For The American Workforce — from fastcompany.com by Brandon Busteed
How can integrating our educational system, our employers, and our job creators affect our modern economy?

Excerpts (emphasis DSC):

Though the economy and education have long been topics of top concern to Americans, we haven’t created strong linkages between the two.

The topics are more like two castles with a large moat between them. Yet there is nothing more important we can do as a country than to build the world’s most effective “educonomy,” which would seamlessly integrate our educational system, our employers, and our job creators.
…
All told, we collected the voices of close to 1 million Americans on this subject in the past year alone. And what we’ve learned is alarming:

Student engagement in school drops precipitously from 5th grade through 12th grade. About three quarters of elementary school kids (76%) are engaged in school, while only 44% of high school kids are engaged. The longer students stay in school, the less engaged they become. If we were doing this right, the trend would be going in the exact opposite direction.

From DSC:
I appreciated the imagery of the economy and education being like two castles with a large moat between them. I, like many others, also use the term siloed to describe our various learning ecosystems — PreK-12, higher education and vocational programming, and the corporate/business world (I realize I could also include those who work in other areas such as the government, but hopefully folks get the gist of what I’m trying to say).

But here’s the most disturbing part (albeit likely not a surprise to those working within K-12 environments):

About seven in 10 K-12 teachers are not engaged in their work (69%), and as a profession, teachers are dead last among all professions Gallup studied in saying their “opinions count” at work and their “supervisors create an open and trusting environment.” We also found that teacher engagement is the most important driver of student engagement. We’ll never improve student engagement until we boost teachers’ own workplace engagement first.

Our older daughter works in an elementary school where several of the teachers left prior to Christmas and more have announced that they are leaving after this academic year. For teachers to leave halfway through the year, you know something is majorly wrong!

I think that legislators are part of the problem, as they straight-jacket teachers, principals, and administrators with all kinds of standardized testing.

Standardized testing is like a wrecking ball on our educational systems -- impacting things like our students' and teachers' sense of joy, play, wonder, and motivation

I would think that such testing dictates the pace and the content and the overall agendas out there. I don’t recall taking nearly as many standardized tests as our youth do today. Looking back, each of my teachers was engaged and seemed to be happy and enthusiastic. I don’t think that’s the case any longer. Let’s ask the teachers — not the legislators — why that is the case and what they would recommend to change things (before it’s too late).

Competition Can Motivate, Encourage and Inspire Students. But It Can Also Harm Them. — from edsurge.com by Patrick Harris II

Excerpt:

The American Psychological Association (APA) defines competition as “any performance situation structured in such a way that success depends on performing better than others.” Naturally, this could create challenges in a school setting, but in my experience, whether innate or as a product of a structure, competition itself isn’t always problematic. In fact, some studies confirm that competition has benefits, though they vary based on the individual and the competition.
…
Competition can be thrilling and motivating to those who choose to engage. But it’s important to remember that competition is not a golden key to unlock student engagement. Depending on how we use it, competition can also cause harm, such as anxiety, low self-esteem or negative feelings of self-worth.

For every student who was celebrated, there was another student who, by design, was shamed.

Looking back, these competitions weren’t used to teach students sportsmanship or resilience. They were used as gimmicks and antics to “motivate” students. I now recognize that I played a part in reinforcing a system of inequity by awarding those students who were already privileged.

From DSC:
I appreciate Patrick’s balanced article here — mentioning both the potential advantages and disadvantages of using competitive activities in the classroom.

I’m also going to comment on the topic of competition but from a different perspective. One that involves my faith journey and relationships.

I used to play a lot of sports and I played one sport at the university level. I mention this to establish that I’ve had my share of competition. In my experience, competition was anti-relational. That could have been just my perspective, but perhaps others share this perspective as well.

That is, I viewed people as to be competed against…not to be in relationships with. When my identity was tied up with my sport, that was ok. But as my identity changed in my senior year, it was not ok. When I became a Christian (in faith), my identity shifted big time. And the LORD wanted me to be in relationships with other people. Competition didn’t help that part of my journey.

As an aside, competition was also encouraged in terms of grades and performance in school — including at the university level. Several professors put our results up on the walls outside their offices — clearly showing everyone where they stood in the class. And I saw competition in the corporate world all the time as well. So while it’s something we here in the United States practice big time, it does seem to have its plusses and minuses.

Unbundled: Designing Personalized Pathways for Every Learner [Nate McClennen & Co.]

On 01/31/2023, in assessment, Blockchain, change, changing business models, competency-based learning/education, content development, aggregation, repositories, credentialing, Design Thinking, education, education reform, engagement / engaging students, ideas, innovation, instructional design, K-12 related, leadership, learner profiles, learning, learning agents, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, love of learning, marketplaces, microlearning, more voice more choice more control, motivation, new business models, online learning, participation, passions, personalized/customized learning, platforms, reinvent, society, streams of content, student-related, teachers, teaching & learning, technology (general), ubiquitous learning, United States, user experience (UX), vendors, vision/possibilities, vocational / trades, youth, by Daniel Christian

Unbundled: Designing Personalized Pathways for Every Learner — from gettingsmart.com by Nate McClennen “with contributions from the Getting Smart team and numerous friends and partners in the field”

Excerpts:

In this publication, we articulate the critical steps needed to unbundle the learning ecosystem, build core competencies, design learning experiences, curate new opportunities, and rebundle these experiences into coherent pathways.
.

Vision

Every learner deserves an unlimited number of unbundled opportunities to explore, engage, and define experiences that advance their progress along a co-designed educational pathway. Each pathway provides equitable and personalized access to stacked learning experiences leading to post-secondary credentials and secure family-sustaining employment. Throughout the journey, supportive coaches focus on helping learners build skills to navigate with agency. In parallel, learners develop foundational skills (literacy, math), technical skills, and durable skills and connect these to challenging co-designed experiences. The breadth and depth of experiences increase over time, and, in partnership, learners and coaches map progress towards reaching community-defined goals. This vision is only enabled by an unbundled learning ecosystem.
…

Recommendations

Solutions already exist in the ecosystem and need to be combined and scaled. Funding models (like My Tech High), badging/credentialing at the competency level (like VLACS), coaching models (like Big Thought), and open ecosystems (like NH Learn Everywhere) provide an excellent foundation. Thus, building unbundled systems has already begun but needs systemic changes to become widely available and accepted.

1. 1. Build a robust competency-based system.
  2. Create a two-way marketplace for unbundled learning.
  3. Implement policy to support credit for out-of-system experiences.
  4. Invest in technology infrastructure for Learning and Employment Records.
  5. Design interoperable badging systems that connect to credentials.

Colleges consider overhauling grading system for freshmen to ease transition to higher learning — from mercurynews.com by Kate Hull
Supporters say ‘ungrading’ could result in less stress and a more level playing field for students from less rigorous high schools

Excerpt:

Dubbed “weed-out” or “gatekeeper” classes, they can be dream-crushing for many students — especially those hoping to enter the science, technology, engineering and math (STEM) fields. And a growing body of research says the courses can be particularly discriminatory toward historically excluded groups such as Latinos and Black and Indigenous people.

One possible remedy, some educators say, is “ungrading,” a style of teaching and assessment that seeks to evaluate students in other ways besides A-F letter grades — usually just in their freshman year.

“You’re trying to move the focus from a score to the learning,” said Robin Dunkin, who teaches biology and is the assistant faculty director at UCSC’s Center for Innovations in Teaching and Learning. “For that reason, it’s immensely powerful.”

Also relevant see the #Ungrading hashtag on Twitter, from which the below item was taken:

Any educators out there who are #ungrading in a standards-based grading school district? I’ve been studying @Jessifer’s work for a bit & I’d love to go full-implementation next year.

If you have any experience, let me know. I’d love to pick your brain! https://t.co/ClnwZsBdl9

— Adrian Neibauer, EdD (@MrNeibauer) January 25, 2023

Excerpts from Jesse Stommel’s Ungrading: an Introduction presentation:

Also relevant/see Robert Talbert’s Grading for Growth.

Teachers and faculty members must sell the students on how the topics they are teaching are relevant [Christian]

On 12/15/2022, in adjunct faculty, career development, education, faculty/staff, motivation, participation, real-world assignments, staying relevant, student-related, teachers, teaching & learning, by Daniel Christian

DC: If students perceive the topics/class that you are teaching as *irrelevant*, you can talk about motivation and plans to motivate your students all that you want to. But I doubt it will help much.

— Daniel Christian (he/him/his) (@dchristian5) December 15, 2022

—

From DSC:
Unless students see how the topics that you are introducing are relevant to *their futures*, it just develops a mindset of “how do I play the game/system?” and “what’s the least I can do to get an A?”

On a somewhat-related tangent:

Student Disengagement Has Soared Since the Pandemic. Here’s What Lectures Look Like Now — from edsurge.com by Jeffrey R. Young

How to Receive Feedback With a Growth Mindset [NeuroLeadership Institute ]

On 12/10/2022, in career development, communications, corporate / business world, corporate universities / corporate training, education, higher education, IT in HE, K-12 related, law schools, motivation, parents/guardians, participation, productivity / tips and tricks, student-related, teachers, teaching & learning, training / L&D, workplace, by Daniel Christian

How to Receive Feedback With a Growth Mindset — from neuroleadership.com by the NeuroLeadership Institute

Excerpt:

A growth mindset can help us view feedback as a good thing, which ultimately makes performance reviews more effective. After all, we want to learn, grow, and improve our skills. People with a fixed mindset view criticism as an attack on their self-worth. Growth mindset, by contrast, leaves room for the possibility that we all have blind spots — and that your manager may have valuable insights on how you can hone your skills. Feedback, in other words, isn’t personal. A manager may critique our performance, but a growth mindset helps keep us from tying our performance to our identity.
…
The beauty of growth mindset is that it’s self-reinforcing. As you gain more confidence in your own ability to learn and grow, each feedback conversation becomes easier than the last. You become more capable of discussing high-stakes issues with honesty and transparency because neither side feels threatened.

‘Press Play’ Isn’t a Teaching Strategy: Why Educators Need New Methods for Video — from edsurge.com by Reed Dickson

Excerpt:

As I prepared to teach my first educational videography course earlier this year, I found that we lacked a common vocabulary for talking about how we design learning with video in mind. Since then, I’ve been advancing the term “video paratext” to reflect the myriad ways that we design educational guidance, prompts, activities or interactive elements to surround or be included within a video.

I pulled the word “paratext” from the field of poetry translation because, personally, I love the “paratext” that precedes or follows a poem—or even interrupts it. At poetry readings in particular, I lean into the words that a poet shares before or after reading each poem. Paratext helps me connect with and make sense of the poem.

Likewise, I ask educators to consider how to help students connect with videos through various prompts and activities that surround, or are included within, the video.” Might such “paratext” inspire students to take a closer look at a video they’ve watched, the way I might want to reread a poem to see how it works or what it means?

Resources for Teachers of Psychology — from teachpsych.org; with thanks to Christine Renner for this resource

Excerpt:

The Society for the Teaching of Psychology (STP) curates and distributes teaching and advising materials to all teachers of psychology (e.g., 4-year instructors, 2-year instructors, and high-school teachers). The resources available below are documents that can pertain to any aspect of teaching. (NOTE: Syllabi have their own listings under Project Syllabus.)

Instructors have generously shared classroom activities, annotated bibliographies, film guides, lab manuals, advising aids, textbook compendiums, and much more. Notations indicate those that developed from Instructional Resource Awards.

Strategies for Teaching Quantitative Concepts Online — from facultyecommons.com

Excerpt:

Collaborative learning is particularly helpful in statistics education. Technology can facilitate and promote collaborative exploration and inquiry allowing students to generate their own knowledge of a concept or new method in a constructivist learning environment. Group interactions have an important role in questioning and critiquing individual perspectives in a mutually supportive fashion so that a clear understanding of statistical concepts energy and knowledge of statistical ideas develops. Research has shown that it is important to discuss the output and results with the students and require them to provide explanations and justifications for the conclusions they draw from the output and to be able to communicate their conclusions effectively.

Worksheet to WOW: 10 ways to upgrade your worksheet — from ditchthattextbook.com by Matt Miller

Excerpt:

Can we turn a worksheet into a “WOW” experience?

We’re about to find out! Here are 10 ways your classroom technology can help transform your worksheet to “WOW” …

Which Blended Learning Model Should I Use? — from catlintucker.com by Dr. Catlin Tucker

Excerpts:

I get this question all the time in coaching and training sessions! First, let’s be clear about the definition of blended learning.

Blended learning is the combination of active, engaged learning online with active, engaged learning offline to provide students with more control over the time, place, pace, and path of their learning.

Creating Classroom Camaraderie to Promote Learning: 3 Strategies — from scholarlyteacher.com by Donna Downs

Key Statement: Intentionally developing a welcoming classroom environment increases student engagement and cultivates meaningful classroom relationships.

Keywords: engagement, motivation, relationship

Although researchers suggest flipped classrooms, engaging humor, and online polling, I have found taking a more personal approach to engagement to be successful, specifically the following three guidelines: show your human side, share your professional experiences and wisdom, and admit your mistakes.

Somewhat related:

How to Receive Feedback With a Growth Mindset — from neuroleadership.com by the NeuroLeadership Institute

Excerpt:

A growth mindset can help us view feedback as a good thing, which ultimately makes performance reviews more effective. After all, we want to learn, grow, and improve our skills. People with a fixed mindset view criticism as an attack on their self-worth. Growth mindset, by contrast, leaves room for the possibility that we all have blind spots — and that your manager may have valuable insights on how you can hone your skills. Feedback, in other words, isn’t personal. A manager may critique our performance, but a growth mindset helps keep us from tying our performance to our identity.

Homeschooling high school with interest-led learning — from raisinglifelonglearners.com by Colleen Kessler

Excerpt:

There is a misconception that interest-led learning is not appropriate for a high school education in your homeschool. The good news is that all the same benefits of interest-led learning still apply in the middle and high school years.
…
Think of an interest-led homeschool as one that functions more as a college than a high school. Just as a college student declares a major and the bulk of their study is in that topic area with supplemental general education, your interest-led high school can function the same way.

Allowing interests to guide the educational path you take in your high school has tremendous benefits including:

- Less resistance
- Less learner anxiety
- Increased self-confidence in learning
- More in-depth studies in topics of interest
- Self-motivated learning that can be applied in later college and career settings

Learning Ecosystems

“ChatGPT Prompts for Learner Motivation” [Hardman] + other AI/T&L items

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