Category Archives: learning

The AI view of personalisation

laptop user
Photo by Christin Hume on Unsplash

I asked ChatGTP what is personalisation of learning was and this was the response.

The personalisation of learning is a growing trend in the education field, with more and more schools and institutions adopting personalised learning approaches in order to better meet the needs of their students.

Personalised learning is an approach to education that focuses on tailoring instruction to the individual needs, abilities, and interests of each student. This can be achieved in a number of ways, including through the use of technology, such as adaptive learning software, which can adjust the difficulty of content based on a student’s performance.

One of the main benefits of personalised learning is that it allows students to progress at their own pace, rather than being held back or pushed ahead by the pace of the class as a whole. This can help to improve motivation and engagement, as students are more likely to be interested in content that is challenging but achievable for them.

Another benefit of personalised learning is that it can help to foster a deeper understanding of the material. By allowing students to explore topics in more depth and at their own pace, personalised learning can facilitate a deeper level of learning and retention.

In addition, personalised learning can help to address the diverse learning needs of students, providing support for those who may struggle with certain subjects or have learning disabilities. It can also provide opportunities for advanced learners to challenge themselves and pursue their interests more deeply.

Overall, the personalisation of learning is a promising approach that has the potential to improve the educational experience for students of all abilities and backgrounds. While there are still challenges to be addressed, such as the need for adequate resources and teacher training, the benefits of personalised learning make it an approach worth exploring and investing in.

Not really anything special, then you read this article by Jisc’s Michael Webb and you realise that the shallowness of the content is a result of how ChatGPT works, it is at one level scraping content and then using predictive style text writing for the content.

There are huge opportunities here – this sort of AI really is going to revolutionise how we write and access information, very much in the same way the internet and computers have in the past. If we understand more about the technology, and more about its limitations as well as capabilities we’ll be in a good position to make the most of it. The technology in this area is evolving at a rapid pace, so we’ll continue to monitor and report on progress, and we will provide more guidance in the future on the best ways to make use of emerging tools.

If you didn’t know anything about the personalisation of learning, then you might think this content was it, however personalisation of learning in higher education is a lot more complex, has many layers and is more than what we see here. For example where is personalisation based on geo-location or connectivity or time?

Then the lights went out…

power
Photo by Alexander Popov on Unsplash

The news is full of stories on the possibility of winter blackouts as the energy crisis continues to hit home.

So I wrote a blog post exploring this.

When I posted the link to my blog post on the Twitter, I did get this response.

I don’t disagree with people spending three hours staring at a flickering candle, but it would be nice if students had a choice about how to spend that three hours. It did though get me thinking, could I last three hours without coffee? Should I get a camping stove and use my stovetop espresso maker?

stove espresso maker
Image by Karolina Grabowska from Pixabay

I also ordered a new power bank.

So, would the power just cut out? Well, I later read this from the Guardian: How would three-hour power cuts work if enacted in Great Britain? on how power cuts would work across England, Scotland and Wales.

People in England, Scotland and Wales are braced for the possibility of rolling power cuts this winter after a warning on Thursday from National Grid. The electricity and gas system operator has said households could face a series of three-hour power cuts

So how it would work is as follows:

… consumers in different parts of the country would be notified a day in advance of a three-hour block of time during which they would lose power. Households in different areas would then be cut off at different times or days, with the frequency rising depending on the severity of the supply shortage.

As a result if this is how it happens, then students probably would get notice that when they would lose power, that would given them time to charge up devices and download activities, resources and other content.

Of course the risk of this happening, according to the National Grid, is low, and dependent on a range of circumstances. Or another way of looking at, it will happen, and probably happen more often than is being reported. Or is that my just being a little too cynical?

When everything goes dark

Candle
Image by Andreas Lischka from Pixabay

So how do students do online and digital learning without electricity or even connectivity?

The news is full of stories on the possibility of winter blackouts as the energy crisis continues to hit home. With the continuing prospect of restrictions in gas supplies across Europe, there is a strong chance with a extreme cold spell in the UK that there will be power rationing. This means that some parts of the UK will be dark. Students will face learning without light, power, heat or connectivity.

What can universities do to prepare for this potential likelihood?

How can you deliver high quality online learning without power or connectivity?

When the power goes out, this means no lights, no power, potentially no heating and no broadband. Of course a blackout also means as well no mobile signal, so no 4G. So though you may have a mobile device with enough battery power to use it, it you won’t be able to use the internet.

This means that if learning is to take place during a power cut, then it needs to be offline (downloaded), so it can be accessed without the internet.

It is important that any such learning activities are able to take place on (probably) a mobile device, with no connectivity. Mobile devices will have limited battery life, so though the idea of downloadable video content (recorded lectures) may be attractive, watching these can dramatically reduce the battery life of a device, so curtailing the amount of time it can be used for learning.

So how can universities prepare for low power asynchronous learning activities?

The obvious solution is to revert back to paper and candlelight as many students did in the 1970s. 

However fully charged devices with their own power source (batteries) provide the potential for digital learning despite there been no electricity.

It is likely that areas of the UK at risk of blackout will have some advance warning (as they did in the 1970s) of the risk of blackout, so allowing students a chance to download activities before the power cuts out.

If you’re not using video, you don’t have to be constrained by text, downloaded audio recordings and podcasts are possible options. Audio also means that the screen can be turned off (or turn the brightness down) again increasing battery life.

For example the high end iPhone 14 Pro on a full charge can deliver 29 hours of video playback. On a full charge it could also deliver 95 hours of audio playback. Of course those figures aren’t real-life experiences, and assumes the phone was fully charged when the power was cut.

Audio also doesn’t require light, so less need for lots of candles or torches.

Delivering audio as a subscribed podcast, means that the device will probably have downloaded the content already in the background, so will be available for listening when the power cuts out.

There will probably still need to be a reliance on contingency planning to ensure that students are aware of what they can do, and are able to do when everything goes dark.

They may not want to actually learn whilst it is dark.

There is the further challenge of what to do when the campus goes dark.

Learning during a blackout is always going to be a challenge, and for many students it will be something that they don’t do until the power comes back on. However universities can do some things that make at least some learning possible, so diminishing the impact of the blackout.

I can teach anywhere

lecture theatre
Image by Wokandapix from Pixabay

…but will the students be learning?

I taught for many years in a wide range of different environments. Even today I run staff development sessions for both Jisc and universities across the UK. 

I use to say things like “I can teach anywhere”. What I meant by this, wasn’t that the environment or space I was using wasn’t important, but I could overcome the disadvantages of the different spaces I had to play with, and still deliver an effective session.

City of Bristol College Ashley Down Centre
City of Bristol College Ashley Down Centre by James Clay CC BY-NC 2.0

For example when I worked at the Ashley Down campus of the City of Bristol College, this was an old Victorian orphanage, which had really high ceilings. The acoustics were terrible, even after refurbishment, the ceilings were still really high. In these rooms I would often adjust my sessions to individual activities or group work. I would ensure that any instructions were provided in a written format as well as verbally. Of course back then in the 1990s we had none of this Powerpoint and projector nonsense, so printed stuff was the norm.

Of course being able to teach anywhere is not quite the same as being able to teach effectively anywhere. The environment can make a difference. When it comes to planning spaces for teaching, the impact of temperature, noise, lighting, acoustics, air quality and other factors can have a positive or negative impact on how students learn. Some of these may be marginal, but as we know from marginal gains analysis. The marginal gains theory is concerned with small incremental improvements in any process, which, when added together, make a significant improvement. The same can be said with incremental negative impacts can have a significant detriment.

So though I might be able to teach anywhere the reality is that all those challenges and issues I face in an inappropriate space, may well result in poor quality learning, despite the quality of my teaching. 

I may not be able to mitigate all the issues, but where I know what they are (and their impact) then I can alter my teaching (or learning design) to either mitigate (or even take advantage of) that issue.

With the record temperatures that the UK is facing today (18th July 2022) university staff may be pleased that most of them are not teaching in this heat, but they might be in future years.

How do we, and how can we plan and mitigate for the impact of the environments in which we teach?

Phasing in and out – Weeknote #142 – 19th November 2021

So this was my first full week back at work. Well I say that, but due to having to use a fair amount of leave  carried over from last year, I only worked three days this week. Still recovering from Covid this was actually a blessing as it meant I didn’t need to exhaust myself out.

I am spending time catching up with what’s been happening while I was off sick.

I went to the office on Monday, it was quite quiet. I am still phasing back into work (not quite a phased return, but certainly a slow return).

I worked from home on Tuesday and spent much of the day reading and writing.

I also headed to Bristol on Wednesday. I went in later and then met an old colleagues for drink after work, which was nice.

I wrote a few thought pieces this week.

I put down a few thoughts about transformation.

Success in digital teaching and learning is much about understanding about what is required for transformation to take advantage of the affordances and opportunities that digital can offer and not about taking what works in-person and making digital copies of existing practices.

I have written quite a bit about transformation and translation, but this post was more about the reasons why we more often just copy rather than transform.

The first Polish language dictionary (published 1746) included definitions such as: “Horse: Everyone knows what a horse is.”

One thing I have noticed working in further and higher education, is the assumption that everyone assumes that everyone knows what terms mean. The reality is that often there isn’t a shared understanding of key terms such as, digital transformation, digital university, online learning, blended learning, hybrid learning and so on…

I wrote another post about this shared understanding and working towards a clear (and shared) understanding.

The definition doesn’t need to be definitive, but the relevant stakeholders need to have clarity and a shared understanding of that definition.

At the beginning of the week I wrote some thoughts about student cameras.

During the pandemic there was a widespread culture of “cameras off” by students. As part of research we did,  in interviews, this was commented on by both staff and students. Staff felt that often they were talking to a blank screen as all the students had their cameras off and unlike in an in-person session they couldn’t see and read the students’ reaction to their lecture.

Though as the pandemic recedes (I know), maybe this becomes less of an issue for universities, but certainly going forward if universities are going to take advantage of the affordances of online and blended learning, the issue of cameras does need to be addressed.

My top tweet this week was this one.

Ground rules – student cameras

webcam
Photo by Emiliano Cicero on Unsplash

During the pandemic there was a widespread culture of “cameras off” by students. As part of research we did, in interviews, this was commented on by both staff and students. Staff felt that often they were talking to a blank screen as all the students had their cameras off and unlike in an in-person session they couldn’t see and read the students’ reaction to their lecture.

This is perhaps most starkly and consistently illustrated by the delivery of lectures through video and the use of cameras by students. Lecturers have generally, with a few exceptions, been praised for their delivery. However, while most students clearly have access to the required equipment they have been very reluctant to use their own cameras. The result has been that lecturers have often been left with little visual feedback of the type available in a lecture theatre, indeed they even wonder if the audience is engaging at all.

“I like to have my camera on when it’s just me and the lecturer with the camera on. And no one else,…”

Staff were often unaware why the students were reluctant to turn their cameras on.

“They’ve been very, very reluctant to have cameras on. I don’t know why that is.”

It certainly had an impact and some staff attempted to rectify and change the culture.

“I’m sat here, lecturing away for two hours to a blank screen, which is disconcerting. And if you read through the literature out there, lots of academics have started to say, “look, guys, I’m actually quite lonely. Can you please be cameras on?” That seems to work.”

The reasons for this reticence from students was explored during the interview process. It is clear that for many students there is a fear of being judged by their peers. In a traditional lecture theatre attention is focused upon the lecturer while in a virtual lecture it is easy to browse across the audience. In some cases, of course, it may be that students have logged in to give the appearance of attendance but not continued to view the lecture or that they may be viewing while in bed!

In some cases students wanted to turn on their camera but felt that the precedent had been set at the start of the course, not to use a camera and it would now be difficult to go against the “no camera” culture.

Zoom
Photo by Chris Montgomery on Unsplash

One potential solution is to think about setting ground rules. In order to inhibit this “no camera” culture lecturers could make it clear that use of a camera was expected from the start of the course. This needs to happen before the course starts. This will allow students to reflect on where they might attend the online session and ensure they are prepared to be in front of the camera.

The university may also want to consider ensuring space is available on campus for students to participation in online sessions.

It should also be planned on which sessions cameras are required, encouraged, optional, or not needed. Cameras should only be on when it adds to the session. Lecturers should consider why they are asking for cameras on for that session and what is adds to the learning experience.

Where lectures don’t require interaction from students, lecturers may want to consider is it necessary to deliver the session live, and a pre-recorded session may be an option.

Scarily accurate, the future of learning today

Archie Comics originally published this comic strip in Betty #46, back in February 1997 showing how education would be in 2021….

Scarily accurate prediction, which is of course down to the current covid-19 restrictions. However ensuring your video monitor must be on at all times, seems too familiar to those attending Zoom calls today.

I like how the student, Ronnie, fools the system with her dummy.

Fact check

Pausing for thought

Just a thought, a one hour lecture paused six times, isn’t this the same as six ten minute lectures?

Gravity AssistYesterday saw the publication of the Office for Students’ report Gravity assist: propelling higher education towards a brighter future. It is their review of the shift toward digital teaching and learning in English higher education since the start of the coronavirus (COVID-19) pandemic.

It is a 159 page report that attempts to capture the lessons from an extraordinary phase of change.

I have been reading the document and overall yes I do welcome the report, I think it has covered the background and situation on the response to the pandemic well.

However moving forward, it misses many opportunities to fully exploit the affordances of digital.

An example on page 42

We heard that to create high-quality digital teaching and learning, it is important not simply to replicate what happens in an in-person setting or transpose materials designed for in-person delivery to a digital environment. For example, an hour-long in-person lecture should not simply be recorded; rather, it needs to be broken down into more manageable chunks. In other words, teachers need to reconsider how they approach teaching in a digital environment.

Why does it need to be broken down? Has no one heard of the pause button?

A one hour lecture paused six times, is the same as six ten minute lectures.

How is six ten minute lectures better quality than a one hour lecture paused six times?

video camera
Image by Robert Lischka from Pixabay

I wrote this back in September following a conversation with a lecturer about this very issue, who like me couldn’t work out why they needed to chunk their lectures.

Doing a 60 minute (physical) face to face lecture is one thing, generally most people will pause through their lecture to ask questions, respond to questions, show a video clip, take a poll, etc…

Doing a 60 minute live online lecture, using a tool like Zoom or Teams, is another thing. Along with pauses and polls as with a physical face to face lecture you can also have live chat alongside the lecture, though it can help to have someone else to review the chat and help with responses.

Doing a 60 minute recording of a lecture is not quite the same thing as a physical face to face lecture, nor is it a live online lecture.

There is a school of thought which says that listening to a live lecture is not the same thing as watching a recording of a lecture and as a result that rather than record a 60 minute lecture, you should break it down into three 20 minute or four 15 minute recordings. This will make it better for the students.

For me this assumes that students are all similar in their attention span and motivation, and as a result would not sit through a 60 minute lecture recording. Some will relish sitting down for an hour and watching the lecture, making notes, etc… For those that don’t, well there is something called the pause button.

With a recording you don’t need to break it down into shorter recordings, as students can press the pause button.

remote control
Image by tookapic from Pixabay

Though I think a 60 minute monologue is actually something you can do, why do it all the time? You could, for other sessions do different things, such as a record a lecture in the style of a television broadcast or a radio programme.

If you were starting afresh, there is something about breaking an online lecture down into more sections and intersperse them with questions, chat and polls, just as you would with a 60 minute physical face to face lecture. If you have the lecture recordings already, or have the lecture materials prepared, then I would record the 60 minutes and let the students choose when to use the pause button.

The reality is that if you want to create high quality digital teaching and learning, you need to start from the beginning with what the learning outcomes will. Chunking your existing processes doesn’t result in a higher quality experience, it merely translates what you did before, but in a way which is not as good but in a digital format. It loses all the nuances of what made that physical in-person session so good and has none of the affordances that digital could bring to the student experience.

Probably the best way of thinking about this, is this is a first stage, the next stage is making it happen.

Ground control to Major Tom

New Horizons
This artist’s concept shows NASA’s New Horizons spacecraft during its 2015 encounter with Pluto and its moon, Charon. (Image credit: Southwest Research Institute)

Today saw the publication of the Office for Students’ report Gravity assist: propelling higher education towards a brighter future. It is their review of the shift toward digital teaching and learning in English higher education since the start of the coronavirus (COVID-19) pandemic.

Gravity Assist

It is a 159 page report that attempts to capture the lessons from an extraordinary phase of change.

I was slighty amused by the opening gambit that Digital teaching must start with appropriately designed pedagogy, curriculum and assessment.

Of course with the first and subsequent lockdowns, the technology needed to come first as people quickly switched to remote teaching and needed some kind of tool to do this. What did happen was people merely translated their in-person pedagogy to the online platforms and then wondered why it didn’t work very well… or didn’t work at all.

Ten years ago I wrote this post.

It’s not always about the technology, however in order to utilise technology effectively and efficiently, it is vital that practitioners are aware of the potential and availability of technology. How else are they going to apply the use of technological solutions to learning problems? Most practitioners are more than aware of the learning problems they and their learners face, what they need are solutions to those problems.

I’ve always found that teachers and academics always put the pedagogy first, it’s a no-brainer. However though it may be pedagogy first, this doesn’t mean pedagogy only. You really need to understand that if you are to take advantage of the affordances that technology can bring to the learning experience.

U-turning – Weeknote #77 – 21st August 2020

Cineworld

Made my first visit to a cinema at the weekend, which was nice, I went to see The Empire Strikes Back which was amazing to see on the big screen, I never saw this at the cinema in 1980, so it was nice to see it where it was meant to be seen.

Also over the weekend we saw more articles on what the future of university will be when the new term starts this autumn. A couple caught my eye, including this one from the BBC News: What will university be like for freshers this year?

But what will the university experience be like for “freshers” at what should be one of the most exciting times of their lives? Swansea University said plans to keep students safe include “bubbles” among flatmates, which means a ban on parties or having people over to stay.

The student experience this year will not be like it was last year. I still think one of the challenges will be the potential chance of a second wave of infection and another full lockdown, but the more likely challenge will be a local lockdown. Universities will need to plan for that kind of eventuality, these local lockdowns are likely to be weeks rather than months. Will courses have the flexibility to be able to respond and change as the local situation changes? That kind of planning is challenging enough with the added challenge of planning a curriculum that needs to take the requirements of preventing the spread of the coronavirus through bubbles and social distancing. As discussed before the real challenge is the uncertainty out there.

And if that wasn’t enough to think about, on Monday the debacle about the A Level results continued to rumble on.

Pressure is mounting on ministers to let teacher-assessed grades stand in England to avoid a second wave of exams chaos hitting GCSE results this week.

Continue reading U-turning – Weeknote #77 – 21st August 2020