Category: online learning Page 4 of 16

Searchable directories relevant to educational technology

Contact North | Contact Nord keeps a number of non-exhaustive searchable directories relevant to educational technology leaders, practitioners, and researchers that are really useful, especially because they can be downloaded in csv format. Below are links to the ones I could find on their website:

AI is coming for your instructional and learning design jobs, apparently

For the most part, the early morning is my favorite time of the day. I like having a cup of coffee or tea, running, reading, writing, and just pretty much doing anything at 6am, than at 10am. This is not a productivity tip. You do what works for you.

What would have worked better for my productivity this morning was to have waited until later in the day to read Donald Clark’s predictions of AI radically transforming instructional design* jobs and replacing instructional designers (“adapt or die” he says). I don’t disagree with everything that he writes. We agree that in a largely interdisciplinary and complex endeavor as online learning designers need to make sense of AI/machine learning/etc, and developers need to make sense of how learning works. We also agree that most of online learning offerings could be amazing, but are often unexciting. And I really like some of his writing, such as his critique of the hole in the wall experiments.

 

That’s not where the problem lies. The problem is within this snippet:

 

AI is here. Few argue that is will change the very nature of employment and therefore it will change what you learn, how you learn and even why you learn. We are, at last, emerging from a 30 year paradigm of media production and multiple choice questions, in largely flat and unintelligent learning experiences, towards smart, intelligent online learning, that behaves more like a good teacher, where you are taught as an individual with a personalised experience, challenged and, rather than endlessly choosing from lists, engage in effortful learning, using dialogue, even voice. As a Learning designer, Interactive designer, project Manager, Producer, whatever, this is the most exciting thing to have happened in the last 30 years of learning. Make the leap!

The talk about AI “behav[ing] more like a good teacher” offering “typical cost reductions of 85-90%” is incompatible with the claims that AI isn’t aiming to replace teachers or designers (a claim that Clark also makes in 2016 here, even though he later notes that the time may not be 2018, but soon). If you develop software to do the job that a designer does, you are, to a degree, working toward substituting people with software. There may very well be good reasons to do that, but don’t call upon designers to “adapt or die.” The message sounds more like this: We have developed software to change the functions of your job and we want you to develop a different skill set. If you don’t, we’ll replace you.

We haven’t yet reached the point where an independent AI decided to take on the job of the instructional designer.

I work with instructional designers, and train them. Are there parts of their job that would be better automated? Yes. But here’s the issue: That sort of work is not really instructional design work. That sort of work rarely involves the conceptualization and design of empowering, equitable, engaging, and rich learning environments. If Clark’s notion of the work that the instructional designer does envisions a person who enters text into pre-determined templates, and does similar work, then we aren’t talking about the same professional

Finally, I agree with Clark that it’s prime time for instructional design to undergo a process of transformation. Not for the reason Clark sees (AI), but because instructional designers are now, more than ever, necessary to support the design and development of rich and equitable learning environments. To do so, they need to be empowered more, not relayed to conduct the work that machines could do more efficiently. The preparation of instructional designers needs re-envisioning to support this goal, and that requires not only an understanding of technical phenomena (similar to what Clark calls for), but also a truly critical engagement with what ID is and what it should do. To that end, I am increasingly turning to feminist practices, which is a topic that probably deserves it’s own post.

Now, I’m going to go back to enjoying my coffee.

* Clark calls it learning design, I call it instructional design. The nomenclature varies between the UK (where he is) and North America (where I am), even if there are more similarities than differences between what learning and instructional designers to. For the purposes of this post, the differences are insignificant.

An important lesson from an external evaluation

Two colleagues and I just finished an external evaluation of a universityʼs online MA in education and MEd programs. The programs are stellar, the students are engaged, and the faculty are thoughtful. Their graduation rates are above 90% and their students do important work, evidenced in part by the number of theses that are subsequently published and the number of projects that seek to make meaningful contributions to practice. The programs do many things right.

You have to look inside to get a clear view of what is happening
The photo is of Georgetown University, and has no relationship to the program evaluated

 

Their outcomes contradict the opinion that online learning is solitary and lacks inclusion. Rather – and despite the fact that these programs are thriving – they face institutional obstacles that prevent them from doing better, that preclude them from further expanding equity and quality. We have a few recommendations for improvement, including suggestions for course design, evaluation, assessment, and enrolment, and Iʼm looking forward to following their work in the future. Being able to examine degree programs in depth and interview faculty, staff, administrators, and students is a worthwhile experience in its own right.

This program is a single case, and by no means an accurate reflection of online programs in general. However, the more I do these evaluations the more I see online learning curtailed not just by forces external to the institution, but also by recurring internal barriers that staff, faculty, and administrators can address.

On Teacherbot rights

Pause for a few more minutes and imagine that future in which technologies teach humans. Call them robots, bots, chatbots, algorithms, teaching machines, tutoring software, agents, or something else. Regardless, consider them technologies that teach. Now consider their rights.

Assuming that teaching bots can exhibit (algorithmic) intelligence, can behave with some sort of (algorithmic) morality, can learn, can plan their interactions with students and make choices about them, and overall behave somewhat independently… what rights do they have, or should they have, as non-human entities, as teachers?

Consider this scenario: A teaching bot teaches independently in an online course. It (S/he?) develops a novel pedagogical approach wherein student test scores are maximized for some, but not all, students. University administrators, in collaboration with an edtech company, learn of this and would like to intervene to ensure that every student is served in an equitable manner. They are considering refining the underlying code that runs the bot. If unsuccessful, they are considering replacing the bot with a new one.

What are the bot’s rights? Does it have the right to protest this change? Does it have the right to its life? Does it have the rights that all other workers have?

 

Followup: Some background reading on ethical principles for robots.

Recent SSHRC awards

SSHRC recently announced the awards of the latest round of the Insight and Insight Development grants, and we can now announce that we were awarded two grants for our research. Both grants are collaborations. The first with Dr. Royce Kimmons and the second with Dr. Jaigris Hodson. I’m a true believer in people’s ability to collaborate to go farther together. More than 93% of the funding will go to student research assistants. Here’s the work that these two awards will support:

 

SSHRC Insight grant #435-2017-160. PI: Veletsianos; Collaborator: Kimmons, R. Faculty members’ online participation and expression of self over time.

Summary: Researchers’ understanding of longitudinal aspects of digital technology use in education is limited. While many researchers, policymakers, and businesspeople are hopeful about the potential positive impacts that academics’ use of digital technology may generate, the empirical evidence describing the nature of academics’ online participation over time is scant and is largely predicated on small-scale studies. We will address this problem by studying whether, how, and why academics’ online participation and presentation of the self change over time. We will use a mixed methods approach combining descriptive/inferential analyses with basic qualitative studies using data collected from interviews and data mining of social media sites.

 

SSHRC Insight Development grant #430-2017-00104. PI: Veletsianos; Co-PI: Hodson, J. Female academics’ experiences of harassment on social media.

Summary: Prior research shows that some female academics, especially those who are in the public eye and use technology to promote their work, are at great risk of harassment. To gain a greater understanding of this issue, this mixed methods investigation seeks to investigate women scholars’ experiences of online harassment.  The proposed research will use data arising from interviews, social media posts, and surveys to gain a deep and multidimensional understanding of harassment aimed at academics.

Imagine a future in which technologies teach humans

Pause for a few minutes and imagine a future in which technologies teach humans. Call them robots, bots, chatbots, algorithms, teaching machines, tutoring software, agents, or something else. Regardless, consider them technologies that teach.

robo_teacher

Vector created by Freepik

How far into the future is that time?

What do these technologies look like? Are they anthropomorphous? Are they human-like? In what ways are they human-like? Do they have voice capabilities, and if so, do they understand natural language? Are they men or women?  Do they have a representation in the way that one would imagine a teacher – such as a pedagogical agent – or do they function behind the scenes in ways that seem rather innocuous – such as the Mechanical MOOC?

Do these technologies teach humans of all ages? Do they teach independently, support human teachers, or do human teachers assist them? Are they featured in articles in the New York Times, The Guardian, and The Economist as innovations in education? Or, are they as common as desks and chairs, and therefore of less interest to the likes of the New York Times? Are they common in all learning contexts? Who benefits from technologies that teach? Is being taught by these technologies better or worse than being taught be a human teacher? In what ways is it better or worse? Are they integrated in affluent universities and k-12 schools? Or, are they solely used in educational institutions serving students of low socioeconomic status? Who has access to the human teachers and who gets the machines? Are they mostly used in public or private schools?

How do learners feel about them? Do they like them? Do they trust them? Ho do learners think that these technologies feel about them? Do they feel cared for and respected? How do learners interact with them? How do human teachers feel about them? Would parents want their children to be taught be these technologies? Which parents have a choice and which parents don’t? How do politicians feel about them? How do educational technology and data mining companies view them?

Do teaching technologies treat everyone the same based on some predetermined algorithm? Or, are their actions and responses based on machine learning algorithms that are so complex that even the designers of these technologies cannot predict their behaviour with exact precision? Do they subscribe to pre-determined pedagogical models? Or, do they “learn” what works over time for certain people, in certain settings, for certain content areas, for certain times of the day? Do they work independently in their own classroom? Or, do colonies of robo-teachers gather, share, and analyze the minutiae of student life, with each robo-teacher carefully orchestrating his or her next evidence-based pedagogical move supported by Petabytes of data?

Final question for this complicated future, I promise: What aspects of this future are necessary and desirable, and why?

Being online: Recommendations for early-career academics

When I wrote my book Networked Scholars, I was very intentional in my writing. I wanted to avoid writing a “how to” book. Not that there’s anything wrong with “how to use social media” books, but there’s plenty of those, not to mention countless blog posts and advice columns on outlets like Inside Higher Ed, The Chronicle, etc.

Beyond that though, my interests aren’t social media per se. My interests are on the ways that people learn online and the ways that knowledge is managed, negotiated, developed, and shared in digital environments. Though social media are central to these process these days – and let’s face it, most media are social nowadays – there are practices central to knowledge exchange and dissemination that have nothing to do with the technology, such as open access publishing and self-archiving.

What does this have to do with networked scholars? Well, I think the time is ripe to actually write a book of suggestions, principles if you will, for early-career academics (PhD students, new assistant professors). The suggestions will go beyond social media, aiming to (a) help people be more effective and productive online, and (b) help faculty and faculty trainers prepare people in these efforts.

This book will be different. It will be laconic and will nudge individuals to be more awesome in their online practices. I’m partnering with a graphic artist to create it. Below is a page from our early work.

Do you know of a publisher who might be interested? Are you a publisher that is interested? I am exploring Punctum Books, but would love to hear other suggestions.

Liberate your research

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