New Workshop: Preparing Your AI Strategy

AI offers your campus much more than a chance to increase efficiency or reduce staff. Strategy is about improving your odds for success and now is the time to ask what new service or support could we now offer. We will get hands-on experience of how AI is changing work and thinking. AI can improve quality, speed and even work happiness by outsourcing tedious tasks, but it is also a better listener and can improve student support, meeting notes and assessment. We will learn how to create fine-tuned AIs that can do specific tasks (like financial aid). AI is also changing average: you will need to consider both when good is good enough and where humans need to focus. AI makes almost everyone more creative by surpassing human ability for quantity of new ideas—the most important phase of innovation. How will you change your processes and culture to leverage these new capabilities?

Many more workshops on Teaching with AI: https://teachingnaked.com/workshop-abstracts/

Teaching with AI Book Coming Soon! PRE-ORDER NOW at JHUPbooks

https://www.press.jhu.edu/books/title/53869/teaching-ai

I am doing my new AI workshop from coast to coast this fall and there is a new book on the way too: Teaching with AI: A Practical Guide to a New Era of Human Learning that I am doing with C. Edward Watson. (We also co-wrote Teaching Naked Techniques together.)

With everything being written about AI, this is coming together quickly and it will be out from Johns Hopkins University Press in early 2024. It will be SHORT and PRACTICAL, but also hopefully relatively comprehensive (AI for research, AI at work, AI assignments, cheating, writing a policy etc.)

Artificial Intelligence (AI) has is revolutionizing the way we learn, work and think. Its integration into classrooms and workplaces is already underway, impacting and challenging ideas about creativity, authorship, and education. We are hoping to help teachers discover how to harness and manage AI as a powerful teaching tool.  More to come.

ChatGPT is the New C Grade

Think of AI as your new 24/7 test subject. You can now try out every exam question and every writing prompt, to see how an average student might respond. You might try to 2-3 times, to get a variety of responses.

Give all of these responses a C (maybe a C-). However much you love or hate ChatGPT’s answers, they are, by design, somewhat average.

Now REVISE your prompts, using these average answers, to encourage A work. You are now more likely to identify what is missing from the BEST answer.

Your job is to be that better coach. Your charges, may have had good coaches in high school, but you need to get them to the next level. In absolute terms, the difference between a good high school score and a good college score, might be slight (in the 100m dash it might be moving from 10.5 to 10.2 seconds), but great coaches focus on fractions of a second.

Great coaches also recognize that a good score is constantly changing. What got you a scholarship in 2000, won’t in 2023. All those tricks that got your dashers from 10.8 to 10.5, might not work when all of your new students arrive with 10.5 and you need to get them 10.2 to compete.

ChapGPT may have shrunk the distance between a C grade and an A grade in absolute terms, but it has made articulating that distance between them more important. The bar has been raised, ad we need to teach to the new higher human standard.  

AI can actually help you articulate that edge that you want your students to have.

The world has always been an open book test. Employers responded to the internet by asking for employees who could do more than just Google an answer and now they will want to hire graduates who can also do more than just ask ChatGPT.  

AI can be a tool to help teachers create better prompts and test questions that will move students to provide better answers that AI can’t.  

Preparing to Teach in an Uncertain Fall 2020: Ideas and Resources

(July 13, 2020) See more fall 2020 resources, blogs and articles here.

How do faculty prepare to teach in very uncertain times in just a few weeks? Covid-19 has kicked many of our traditional teaching methods to the curb. Fall plans could easily change in the next few weeks, so we will need to stay nimble, but we can already know that we are likely to face a dramatically different set of assumptions

  • Fewer or no students on campus.
  • Fewer students in individual classes.
  • 6 feet separation in and out of classrooms and masks.
  • Everyone will be in quarantine at some point.
  • Many classes only online
  • Many classes with both F2F and virtual components (a version of HyFlex—but please consider not doing both together and synchronously.

            This is more work and more change than anyone can really handle, so here are so guidelines and resources to help you prepare.

1. Less Bandwidth, Less Motivation, Less Effort and More Anxiety

Both you and your students are going to have less bandwidth for learning and work this fall. That means more distraction and less self-control (if even the smell of cookies can reduce how many math problems you attempt, just think what worrying about jobless parents, avoiding a deadly pandemic, racial tension and an important national election will do.[i]) Add the stress of isolation, boxed meals and new draconian residential contracts (like Harvard’s “I will not have guests in my residential suite”) and even being on campus is not going to feel remotely normal. What can you do?

  • More Support: Reach out early and often that you care and will be flexible. Ask students often about what they are feeling and how they are coping. Ask students if they are feeling extra stress, maybe they are far from home, a relative has died or they are a member of a minority group. Seek and you shall find. Students learn more when they perceive that we care and building relationships will allow you to understand student needs and build both motivation and relevance to your content.
  • More Scaffolding: When we are overwhelmed it is hard to start—anything. Breaking large tasks into smaller bits (or chunking) is one form of scaffolding. It is easier to do one thing at a time. But students often do not know even what study activities are effective (more highlighting?) This Study Smarter technique will allow you to help students plan, implement and then reflect on how to manage their own study time. This will only increase in importance as stress and uncertainty increase.
  • More Motivation: All of this will also be demotivating (for you as well). Reminding students of their larger goals and purpose (so you will need to ask and find out about this), emphasizing the importance of self-belief and making relevant connection for every topic can increase effort and motivation. Pay attention to the energy and engagement levels: yes this is harder on Zoom, but monitor when assignments are coming in on your LMS and we willing to address mood and current news.
  • More Community: Hopefully these last few months have reminded you, that going to campus and to class fills a human desire for connection. Everyone is feeling depleted and the foreignness of sitting 6 feet away from others in a mask is unlikely to feel much more connected then being on Zoom. The normal pre-and post-class friend and flirtation period has vanished: perhaps you need to open your Zoom room 15 minutes early and encourage just social mingling. Allocate time for students to get to know you and each other. (Perhaps you can design a new first assignment with intros?) Perhaps you need to institute study circles or buddies (share your answers with one person in the group) this semester. You might need to spend more time on social media—start a LinkedIn account if you don’t have one. Find a safe platform to read student posts. You will need to think differently about building community on Zoom.
  • More You: Students need to hear and see more of the real you this fall. Start with a welcome email that goes out before class starts! Focus on welcoming them in hard times and building trust. Make short videos, be vulnerable and be explicit about how you care and how we are all feeling weird about our lives at this moment. If your LMS allows video feedback—use it! More ideas from Flower Darby.
  • More Communication: You will need to communicate more often if you want to provide more scaffolding and more motivation and build more community. Yes even email can feel like caring. Your response time is a demonstration of your caring.

2. Equity

There is compelling evidence that Covid-19 is having a dramatically different effect on white, Black and Latino communities, with three times as many cases/capita for Latinos. Students from these communities are already less likely to be engaged and persist at predominantly white institutions, and face a range of further indignities and stresses that white privilege avoids. Start by taking extra care to listen to determine what else you can do. Does every student have access to the technology and space they need? Who is working in their car? 

Despite your best intentions, when you say there is a research opening in your lab or a scholarship available, students who do not look like you are more likely to think this opportunity is not for them: they are less likely to apply.[ii] You don’t need a special announcement for Black students, but you might take the extra effort to encourage and make sure your minority students know you think this is opportunity is for them. Even if you do not suspect there are microaggressions happening in your class, ask your students (in private). Students have just experienced the largest protests in American history, you cannot ignore this and appear inclusive.

Inclusive Teaching starts with asking if everyone is included but also if there are things you could do to help everyone but have a disproportionate positive effect on new, first-gen, non-trad or under-represented students: john a powell calls this “targeted universalism.”[iii] In addition to the caring practices above, you might also consider these:

  • Acknowledge your bias: All of us bring biases and think with an accent. Say something about this in your welcome email.
  • Content: Can you diversify your content or the perspectives on it? How is race embedded into your topic in ways you might be ignoring?
  • Diversify examples and analogies: Do your test questions, essay examples and problem sets use a variety of names and analogies that will connect with a wide variety of students? 
  • Different questions: The science you teach is determined, but what questions led to the discovery of that science? Who benefited from that research and who sacrificed? 
  • Highlight scholarly achievements of minorities: You can and should continue to discuss the contributions of White Europeans, but can you also find others to name and highlight?
  • Ask for early and specific feedback: Tell students you are trying to be more inclusive and ask for their help.
  • Provide early feedback and assessment: Be the tennis net with immediate and non-judgemental feedback. Earlier feedback will most benefit the least prepared.  
  • Vary teaching strategies: Can you try some different class exercises, strategies, and discussion techniques that might vary who benefits most from your methods? 
  • Vary demonstrations of learning: You do not need to abandon all tests, but you do need to consider who might thrive more with presentations, short-papers, creative videos and other ways to demonstrate learning.

Do not assume your good intentions will be enough. Race is a complicated topic and you will need to educate yourselfand spend some time reading, reflecting and talking to others before you attempt to tackle these issues in class. Even then, you can easily create negative outcomes for both Black and white students. Regardless of what you teach, however, you need to think about your discipline and your content. Even if all you do is say (more than once) that you are struggling and want to help and would appreciate any feedback on this issues, you have taken a first step.

3. The HyFlex (Socially-Distanced F2F plus Virtual) Classroom

Anyone who has ever taught online will tell you that while it can be just as good, it is different and requires adjustment. Trying to teach simultaneously F2F and online is an enormous challenge, and to make it even harder, the F2F classes will feature students in masks and 6 feet apart. (See these infographics.) Early trials have involved expensive new equipment but have been disastrous. I have been trying to encourage many institutions to try a different approach, but assuming you are stuck with an everyone-at-once approach (and assuming your technology is adequate) what can you do?

  • Groupings: Cynthia Brame, Associate Director for the Center for Teaching at Vanderbilt has done a great job (including graphics) or outlining the choices for groupings. Groupings will help build community, but they may be mandated in most places since classroom capacity is going to be reduced. One way to do that is to meet 3x a week but rotate who is allowed in the physical classroom (her Option 2). Some students will always be virtual and at some point in the semester (when any one student becomes ill) you and all of your students will be quarantined.) Another division (her Option 3) would be to have groups that always have one person physically in the class. This also mitigates the problem of the F2F students being separated from each other; now every F2F student can work with you, but is also working with two students online. I think the best option, however, is to meet only 1x per week with each of three groups, which makes it possible to have some exclusively virtual and the rest F2F only groups (her Option 1). Everyone gets less face-time with you (so you need other asynchronous delivery) but this is probably better time and much easier to design and deliver. Most of us have experienced that being the only person not at a F2F meeting is not a good feeling. If you are going to do discussion, then smaller groups with separate online and F2F is probably the way to go. 
  • Student Backchannel: You need a separate backchannel (which could be Zoom chat) and you should ask some students, either online or in the F2F classroom to monitor this.
  • Active Learning: Techniques like the Jigsaws, Polling, Collaborative Notetaking and Fishbowls will work with these mixed groups. In a Fishbowl, only one group gets to discuss at once while the other groups award points, make comments or take notes. Derek Bruff has a good list of more active learning strategies for this environment and also make a good case for having a separate backchannel.  Steve Mintz has an excellent list of active learning techniques that work virtually and many of them will also work in a hybrid classroom.
  • Physical Limitations: One new problem is that we won’t be able to lean over students to see their work, and they won’t be able to huddle together either. (Even if you can gather all of your students in a tent, you still have this individual problem.) Making sure everyone can hear you is a priority that your tech folks have certainly thought about (assuming you stand at the front), but having online students hear others in the room (wearing masks) will be harder. So one reason for smaller groups is that then students can work with individual students in the room and online. If everyone is one a laptop then Zoom will allow you to create breakout groups. Still the time for collaborative online tools is certainly now. You probably know about Google Docs, but should probably try Google Slides, a virtual whiteboard (like Padlet), and some annotation tools (Perusall is free, for example). This, of course, might make your classroom feel like a semi-virtual one, with students sitting in front of you all on laptops talking to other virtual students. 
  • Think Online First: You will have to teach only online at some point this semester, but even if you were HyFlex all semester, thinking of it as an online class, with some hybrid F2F time, will lead to better design. Use that F2F for building relationships, not more content. Making sure everything is available online, is also an essential way to put equity first.
  • The Paper Whiteboard: A low tech way to share images is with a piece of paper, a phone and a Twitter account—no document camera needed. Students can draw a concept map (Mindmeister will allow you to do this more collaboratively) or solve a problem and then tweet a picture to your class hastag.
  • Lectures: If you are going to lecture, please record them now and deliver them asynchronously. With all of the other issues, asking students to come to class or log on at a specific time just to hear what can be taped is not going to be welcome. This can then free up time for Option 1 above. 
  • Asynchronous Discussions: These should be in your toolkit anyway. Some people think on their feet and other people process more slowly. Our world needs people willing to think slowly and you should encourage this. It is also a way to foster engagement and hear more voices when F2F discussion will be more difficult. Again, Perusall is free. Flipgrid does asynchronous video discussions.
  • Games: I’m a huge fan of the Reacting to the Past role-playing games. You will need to make some changes to plan for some virtual and some F2F students, but this is the time to try it. 
  • Labs: Since you will need to reduce capacity, and probably run multiple sessions, make everything you can—instructions, orientation and analysis—virtual, so that students are only in the F2F lab for as long as they absolutely must be. Instead of assigning students to sections at all, you might just have open hours, with an online sign up. You will need F2F tech support and supervision in the lab—and perhaps more academic support on call– but this will space out student usage and accommodate changing schedules

4. Going Fully Online

I’ve already suggested that you design even you HyFlex courses as if they were online only. This also allows you to take full advantage of all of the best lessons of online design, and you only have to worry about one mode of delivery at a time. Your remote spring classes were probably disappointing—students thought so too—but designing for online is very different than taking a F2F class to remote. Think of the difference between Star Wars the movies and Star Wars the play. Stage and movies are great for different things. This time around, you need to take advantage of the best features of the virtual environment and not just make a video of your Star Wars play. 

This will force you to rethink all of your content and pedagogy, and this is a good thing (and while much of your design will change once you return to F2F, engaging in the best practices of how students learn online is great preparation for bring the same science of learning to all of your teaching. There are specific techniques for online teaching, but the human brain you want to reach is the same. Now is the time to embrace the explosion of cognitive research that is improving learning everywhere.

Start with this fantastic summer syllabus from Sarah Rose Cavanagh. She has great specific suggestions for better learning outcomes and more flexible course policies, as well as great readings and resources for designing an online course. But the people she recommends are all great teachers first, and online designers or video-creators second. Following her syllabus will lead you through many important ideas about any kind of teaching.

Here are a few more ideas for things that might be especially appropriate now, and online, but are part of any good teaching.

  • Reading: Students read a lot on social media but need help succeeding at academic reading. Now is the perfect time to try more focused reading, and especially to experiment with paper. Screen time has gone up, and students may welcome the chance to do something else for a while. Even if texts are online, students may be much more willing to try reading as a release activity: something that requires shutting down your email or Zoom, switching devices (which can also help with managing battery life) or even getting away from screens entirely. Start with small steps: ask them to read a short article or story without their phone (or their notifications off and other windows closed) or to maybe read short passages out loud to someone in their family, their dog or even to each other on Zoom. 
  • Reflection and Slow Thinking: This is an essential part of education but Covid has only accelerated our FOMO and the news cycle is keeping us wound up. Scaffold time for reflection—this might be a good synchronous activity, but also ask students to ponder and live with ambiguity as they wrestle with new ideas. If online dating apps can build relationships and engagement online, then so can teachers. Teaching critical thinking can happen without physical proximity. It is needed now more than ever.
  • Complexity Nuance: With all of the politics and shouting, Twitter is hardly the place for complexity. Humans are adapted to cooperate but also to go along with our tribe: doubt in community values is and was not the best way to ensure your genes reproduce. Changing your mind is hard, and it requires communal trust that this is a safe and respected process. Ask students to find potential pitfalls and counter arguments. Now is the time to build tolerance for ambiguity. 
  • Teaching the Pandemic: I’ve suggested elsewhere that now is not a time to shy away from current events. They can’t be ignored and they offer a chance to pursue nuance and ambiguity.

Online learning is normally proposed in tandem with cost savings. If education is about content delivery, then this will eventually be the case, but few of our institutions are cheap. We will need to deliver more than just cheap content. That requires more thoughtful design. 

Some of this is drawn from my new book, A New 3Rs: Learning to Change through Relationships, Resilience and Reflection (Johns Hopkins University Press, 2021)

See more fall 2020 resources, blogs and articles here. Study Smarter Templates HERE.

Further Resources

Brian Beatty, an early SFSU pioneer, provides an open-source book: Hybrid-Flexible Course Design.

Kevin Kelly, another early SFSU pioneer provides a great article with ideas for Covid HyFlex.

David Rhoads shares info on his HyFlex dissertation on the Bonnie Stachowiak podcast.

Khan Academy has free resources for remote and online teaching

Jenae Cohn blog: Hybrid, HyFlex, Online, and Everything in Between: Course Models at a Glance.

Active Learning and Equity in HyFlex.

The HyFlex Flip: Planning for Courses in Fall 2020,” my guide to a different approach to HyFlex. 

A guide from the University of Pittsburgh CTL.


[i] Baumeister, R. F., Bratslavsky, E., Muraven, M., and Tice, D. M. (1998). Ego depletion: is the active self a limited resource? Journal of Personality and Social Psychology, 74, 1252–1265. doi: 10.1037/0022-3514.74.5.1252

[ii] Wood, W., Pool, G. J., Leck, K. and Purvis, D. (1996). “Self-Definition, Defensive Processing, and Influence: The Normative Impact of Majority and Minority Groups.” Journal of Personality and Social Psychology 71(6): 1181–93. 

Kitchen, J. A., & Williams, M. S. (2019). Thwarting the temptation to leave college: An examination of engagement’s impact on college sense of belonging among Black and LatinX students Journal for the Study of Postsecondary and Tertiary Education, 4 2019

[iii] john a powell (2008), Post-Racialism or Targeted Universalism Denver University Law Review, 86, p. 785-806)

Study Smarter

Give me six hours to chop down a tree and I will spend the first four sharpening the axe.  Abraham Lincoln

Study habits and time on task are two student behaviors that are at the top of most lists for student success. Planning and reflecting on long-term goals can significantly improve studying and grades. Effort alone is not enough; students need to work smarter, not harder. We know too that interaction with faculty and the perception of faculty support can create more engagement and motivation.[i] I’ve created a general study strategy template that is designed to support both. The theory and process are from my forthcoming book (A New 3Rs: Learning to Change through Relationships, Resilience and Reflection, Johns Hopkins University Press, 2021)

Covid-19 is further going to increase the importance of being able to self-manage study time, so I have also created a free Study Smarter template for this fall that anticipates students spending more time in isolation, working more online and needing more faculty support and guidance.  

Students study more effectively (and more!) if they have both scaffolding and feedback (even if that feedback is generated through self-reflection). Students need to know what support is available and that there are different ways to spend study time. You can guide this process of student self-awareness of how to structure and evaluate how they use their limited study time. I urge you to customize these templates for your courses and projects: students will get both specific study guidance but will also see you as more supportive. Your scaffolding the choices about how to study will improve learning, student self-reflection and the perception of care and support. 

Initial data is from experiments starting this process ten days before an assignment was due. Regardless of race, gender, class, or performance level on previous exams, students using a brief planning and reflective process received, on average, one-third of a letter grade higher at the end of the course. Students who reflected in this way also reported considerably less stress and a greater sense of control over their own performance.[ii]

The templates (Part 1 and Part 2) each consists of 3 short sections that a student should be able to complete in 5-10 minutes. Students are first asked what grade they want, how likely they think this is, and how much preparation might be required to achieve this goal. They are then asked to choose from a list of study strategies how they think they should spend their time studying. The list of study techniques in the template is too long (and designed as a template for a wide variety of disciplines and exercises): customize for your students and make sure to suggest discipline-specific resources or techniques, but no more than 15. Since this is different for every class and discipline, I have created a template that you should customize. 

Finally, students are asked to identify what they will do (which study technique) and when and where they will study. There is strong experimental evidence that we can close the human “implementation gap” by asking people to articulate a plan. Even just being asked if you intend to do something increases the odds that you will. Research from the 1984 election found that simply asking people if they intended to vote increased voter turnout by 23%. Similar studies have found that you are also more likely to recycle, visit a health club, buy a new car, or refrain from cheating if you are asked in advance to predict your behavior.[iii]

Getting people to plan is even more effective. In 1965, Yale researchers had no trouble convincing a group of seniors that they should get a tetanus shot, but only 3% showed up to get the shot. When the information was combined with a map and a request for an action plan—look at their weekly schedule and determine when they could actually go—there was a nine-fold (!) increase (to 28%) in students getting the shot.[iv] Similarly, asking people in a phone call to articulate their logistical plan increased voter turnout by 4.1% (vs. just encouraging them to vote, which had no effect). While figuring out how and when you are going to get to the polling station may seem trivial to regular voters (or studiers) it is just enough cognitive effort that if you put it off, you are less likely to follow through.[v] The specificity of the plan also seems to matter, so it is better to get people to identify their polling place, when they will vote and how they will get there. These “implementation intentions” have been widely studied for a variety of behaviors (eating more fruit, taking your medicine or making a will) and demonstrate that humans are more likely to do the activity if they have already visualized doing it.[vi]

The point of step one is both to make a plan, but also to help students think about the different types of study techniques. I pair this with the “Cognitive Wrappers” which Eddie Watson and I describe in Teaching Naked Techniques[vii] and which also have a free template you can download and customize. Again, I have created a special “Study Smarter” Part 2 of the cognitive wrapper technique.

This Study Smarter Part 2-Reflection begins by asking students how many hours of actual studying they did and to reflect on which study techniques were the most effective. (This works best when students are asked to interpret your feedback about their work, as it appears on the original template, but still provides some value even as self-reflection.) The two lists of study techniques are the same and your customized version should also use the same list for each. Students are then asked to determine which types of study were most effective and to plan for the next time.

Again, I’ve provided two versions of each exercise. One to be done before and after an assignment, and another as a weekly study structure (which might be especially useful for students during this fall semester.) I would probably mix the Study Smarter Part 1 and Part 2 with the Assignment-Based Study Skills and Cognitive Wrappers). In other words, I’d ask students to do a plan for most weeks, but also before and after assignments where they will get feedback.

Customization for your discipline should be quick and easy as the templates are in MSWord. Just make sure the lists of study/practice/writing/lab techniques match in both the before and after version.


TEMPLATES

Study Smarter Pt1 PLAN Template (download)

Study Smarter Pt2 REFLECTION Template (download)


[i] Chen, P., Chavez, O., Ong, D. C., & Gunderson, B. (2017). Strategic Resource Use for Learning: A Self-Administered Intervention That Guides Self-Reflection on Effective Resource Use Enhances Academic Performance. Psychological Science, 28(6), 774–785. https://doi.org/10.1177/0956797617696456

[ii] Greenwald, A.G., Carnot, C.G., Beach, R., & Young, B. (1987). Increasing voting-behavior by asking people if they expect to vote. Journal of Applied Psychology72, 315–318. Note that Smith, J.K., Gerber, A.S., & Orlich, A. (2003). Self-prophecy effects and voter turnout: An experimental replication. Political Psychology24, 593–604 were unable to replicate the results of Greenwald et al for voter turnout.

 Morwitz, V. G., Johnson, E., & Schmittlein, D. (1993). Does measuring intent change behavior? Journal of Consumer Research, 20(1), 46-61. http://dx.doi.org/10.1086/209332

Spangenberg, Eric R. (1997), “Increasing Health Club Atten- dance through Self-Prophecy,” Marketing Letters, 8 (1), 23- 31. 

Spangenberg, Eric R. and Carl Obermiller (1996), “To Cheat or Not to Cheat: Reducing Cheating by Requesting Self- Prophecy,” Marketing Education Review, 6, 95-103.

Dholakia, U.M., & Bagozzi, R.P. (2003). As time goes by: How goal and implementation intentions influence enactment of short-fuse behaviors. Journal of Applied Social Psychology33, 889–922. 

[iii] Leventhal, H., Singer, R., & Jones, S. (1965). Effects of fear and specificity of recommendation upon attitudes and behavior. Journal of Personality and Social Psychology, 2(1), 20-29. http://dx.doi.org/10.1037/h0022089

[iv] Nickerson, D. W., & Rogers, T. (2010).  Do You Have a Voting Plan?: Implementation Intentions, Voter Turnout, and Organic Plan MakingPsychological Science, 21 (2), 194-199. DOI: 10.1177/0956797609359326 

[v] Rogers, T., Milkman, K. L., John, Leslie, K., & Norton, M. I. (2015). Beyond good intentions: Prompting people to make plans improves follow-through on important tasks. Behavioral Science & Policy. 1. 33-41. 10.1353/bsp.2015.0011.

Achtziger, A., Gollwitzer, P.M., & Sheeran, P. (2008). Implementation intentions and shielding goal striving from unwanted thoughts and feelings. Personality and Social Psychology Bulletin, 34, 381-392. 

[vi] Bowen, J. A. & Watson, C. E. (2017). Teaching Naked Techniques: A Practical Guide to Designing Better Classes. San Francisco: Jossey-Bass.

The HyFlex Flip: Planning for Courses in Fall 2020

(I’ve updated this on Monday, June 22, 2020 and will continue to refine as I get feedback.)

Many faculty are being asked to plan classes simultaneously for online and F2F students (6 feet apart) with both equally engaged and well-served. Some universities will only allow 1 in 4 students in the F2F class at a time, and large classes will need to be reduced in size. EVERYONE (even in small classes) needs to plan for some students to spend some time in quarantine. In an effort to reduce the numbers of students going to class (quite the novel problem!) many institutions are asking students to rotate (you get to go F2F once every few days and have to watch online the rest of the time) but others are asking faculty to do double or triple sections (assuming at least a quarter of students will remain online all the time). This has the potential to be the worst of both worlds. Here is a proposal to abandon the synchronous (especially repeated) lecture (both large and small) and reallocate time to smaller groups of more engaged active learning. (I’ve included some time calculations for different class sizes below.)

1. Combine Sections with Shared Content 

It was never efficient (or good pedagogy) to have the same lecture repeated during the day, but we were limited by the size of lecture halls. Put aside, for the moment, any arguments about the value of the inspiring lecture: yes, and sometimes, but circumstances have changed and your capacity has shrunk. Students also now need more engagement, more care, and more active learning. A smaller lecture provides none of that and a larger (or even asynchronous) online lecture is not the same.

With hyflex, there is less need for large synchronous gatherings and even your on-campus students will appreciate the flexibility of asynchronous video content. Once you start making your lectures available asynchronously, your campus students will stop coming to class anyway—and that might be safer too. You will still want to see your on-campus students F2F but not in such large groups. Remember private conversations are alsogoing to be harder this fall too, especially if your office is small. Given that we will probably also be in similar conditions for Spring 2021, if you design this now, you can reuse this hyflex flip in the spring.

2. Use Asynchronous Video Lectures

If you must lecture and you already have these from last year—use them! Unless they are going to get massively better (i.e. you have the technology, time and talent to produce Star Wars quality films), you have much more important things you should do with your time. If you do not already have video lectures, but you would normally lecture, then you can either (a) make videos this summer, (b) distribute the job of making video lectures among the various faculty assigned to this course all year or (c) (hint–best option) find close-enough content videos online that already exist. If this is a standard intro course, then an OER course textbookCoureraEdXOpenYaleCrashCourseKhan AcademyOpen CultureMerlotCarnegie Mellon Open Learning or YouTube etc. can probably relieve you of this burden. Better video lectures are better, but repeating live lectures—even if it seems like less work—is not a useful way to spend your time. If you are going to make your own lectures—shorter is better and you need to learn from Michael Wesch.

Some faculty worry that if they use free lectures from Stanford, then students will think they are not getting their money’s worth. It is true that there is something that feels valuable about attending live lectures, even if you are distracted by Instagram, but there are better things you can do and now more than ever, students crave active attention. If you ok using textbooks by other faculty, why not their verbal explanations? What matters most to students is the attention and support we provide. It may not be why we attended graduate school, but your original lectures are not what matters most. Students want to know you will support them in learning: if you don’t care, they don’t care. 

3. Offer More Small Sections for Active Learning and Support 

Create small high-touch active learning sections and focus your pedagogy and time on small groups. If you’re your campus won’t do it—create smaller meeting groups yourself, but hopefully you can discuss this with department chairs and registrars.) With all of the stress and uncertainty of these times, student bandwidth for learning (and faculty bandwidth for change) is diminished—especially for less privileged students. We all need community and support in uncertain times and if you care about equity then this is where you should focus.

Smaller and separate group sessions also solve a lot of the logistical problems. One of the big issues for hyflex is how will online students hear students in a socially distanced F2F classroom? If your chairs are in a circle or you have a couple of good quality microphones, then perhaps you are fine. But most of us have experienced being the one phone or Zoom participant in a F2F meeting and feeling left out. Having an entire group on Zoom can be much better (and circumstances now dictate that you can’t have everyone F2F). Now you can offer many different synchronous F2F and separate virtual sessions at different times during the week. 

Think about the most difficult hyflex problem—how will you provide a similar quality experience, especially as ALL students are likely to spend some time in quarantine. While there are more complicated techniques, two things are easy:

            A. Mixed groups of F2F and online together is harder. Adding webcams and screens to every classroom is expensive but won’t improve the experience by much. It is MUCH easier to deal with only F2F or online at one time. This is true for both faculty and students.

            B. It is easier to hold an interactive or active learning session in a small group. 

4. More Individual Support

That time that you were devoting to repeating lectures can now be redirected. If you have multiple professors and a large group of TAs, you might even consider extended nights and weekend support. This can be done both virtually and F2F.

5. Active Learning Days

Our usual (pre-Covid) models tend to assume that lectures can be large—limited only by the size of the hall, and so now more limited—but that sections should be small, below 20 when possible. But once we relinquish the lecture as the central pedagogy, then we can start to think about active learning and what we might do with 50 students, perhaps in 5 groups of 10. For example, this is a great size for jigsaw pedagogy: 5 groups of 10 students each are given 5 different aspects of a topic to investigate. Then they are recombined into 10 groups of 5 to share, teach each other and create a coherent picture. With only 5 groups, there is time to share all together and for faculty to visit each group in turn. There are a host of great pedagogies like jigsaws that works for large groups, but are easier to implement in midsize ones.

The advantage in this model is that faculty only need to design one every week or two. Smaller groups make it easier but also provide an opportunity to repeat and PRACTICE this more engaging pedagogy in more manageable groups. 

If you are shifting your pedagogy from primarily lectures to more active pedagogy, that is fantastic, but remember that you too are learning a new skill. If you have lectures honed over a lifetime of teaching, you are probably pretty good at that. Your first experiments in active learning will SEEM less effective, and the first time, they might be.  But you will get better. You will need to practice, just as you did with lecturing, and practicing exactly the same learning exercise multiple times will help you improve faster. Given that it is easier to execute in a smaller group (especially with only F2F or online and not both at once) and you will get more practice, try planning only ONE active learning session per small group per week. Your time will now be spent repeating these small groups, and students will only get one each, but remember—they also have asynchronous video content and one high quality session is better than three dull ones.

Some places to start:

How to Make Your Teaching More Engaging, Sarah Rose Cavanagh

Active Learning Teaching Guide @BU CTL

Active Learning Guide @ Auburn CTL

Active Learning Online @UC Davis CTL

Active Learning in an Online Course @Ohio State

Active Learning Explained with 8 Real Life Examples

6. Make Personalized Support Videos

Especially in a large class, students still want to see your face and know you care. Short encouragement can take place in video format. This might just be a reminder to study for a quiz or a quick tip on the reading. Short videos from you are much more likely to be watched, AND they create personalized value. Students will understand that if your course is only free videos from Stanford that they could do that for free. The weekly—daily?—attention from you in short support videos can provide some structure and human connection for both F2F and online students.

The Calculation for Students

I am suggesting that instead of 3 hours a week of large group lecture, that instead students watch recorded video lectures and then have 1 hour a week in great active learning small group. You could support this with another (easier to design) hour of discussion, support for problems or just question time. Small will make this work.

There is, of course, the danger, that students will skip the video lecture and just ask you to explain in your small groups. Tell them to watch the video, but using the wisdom that one good question probably indicates other students have the same question: answer questions with new short videos. You can also ask students to make video explanations for each other.

If students watch all of your video lectures, then this is more contact hours week for students, but better contact with you.

The Calculation for Faculty: Scenario 1

Here is the math for a huge course of 2100 students with multiple sections and lots of TAs.

Your 101 course currently meets MWF and three faculty offer lectures at 9, 10 and 11 to 800 students each hour with 50 TAs and 2400 students total. Every TA currently leads 3 sections and grades all student work. That is 150 one-hour TA-led sections of 16 students each. (This is a real example from a large public university). Assuming NO prep time, that is 9 hours of faculty work and 150 hours of TA time available. Remember that many places are currently assuming that the number of lecture hours will double—so class meetings MWF 9, 10, 11, 1, 2, & 3 so more hours for faculty.

In groups of 16, the same faculty hours could now be distributed to 144 students a week, which gives every student one hour in a small group with faculty during a 15-week semester. Increase the groups to 20 and assume 18 faculty hours a week and those numbers more than double to 360 students per week in a one hour small section with faculty: students would now get two sessions a semester with faculty, and the rest with TAs.

Once a week or month, faculty now take turns designing a one hour active learning pedagogy for medium size groups. In this scenario, 18 faculty hours would mean groups of 133.

If you are being asked to offer triple repeat sessions, you have even more time. Remember too that not spending your summer recoding videos also gives you loads of extra time.

Scenario 2

Here is the math for a large course with 800 students and no TAs.

Your 101 course has 800 students and no TAs. There are currently 4 sections (perhaps with multiple faculty.) If you double your time to repeat lectures, that is 24 hours a week of time. If you use video lectures, you could then see students in groups of 33 once a week. (Remember you can now offer some of them as F2F only and some as Zoom only, so you simplify the logistical problems.) To get down to 20 students in each group, you would need 40 total hours, but if there are four of you, that is 10 sections each.

Scenario 3

Here is the math for a large course with 300 students and only you.

Your 101 course has 300 students and no TAs. At the moment, you lecture 3 hours a week and if that doubles (or triples!?) you will have more hours in the classroom, for no gain. For ten hours a week, you could see students in groups of 30, or every other week in groups of 15. With just one TA, you could alternate weeks and see students in groups of 15. 

Scenario 4

Here is the math for a small course of 35 with only you.

Your course has 35 students, but with the requirement for hyflex and classroom social distancing, you still have a problem. Perhaps your classroom really only had 30 seats, but now will take only 15 or maybe only 10 are taking it online. Even you primarily use discussion, think about taking the moments when you do talk (almost certainly more than you think) and recording those and then holding separate meetings for online and F2F students. 

If you really have to hold synchronous hyflex sections, note that a fishbowl discussion can work. One group actively discusses and the other group observes, awards points, scores using a rubric, or makes written commentary. Then you switch. If you switch between F2F and online then both groups get a crack at being center stage and you solve some of the microphone and other issues.

While the hyflex model seems to offer a way both to charge higher F2F prices and accommodate virtual learning, it offers an incredibly difficult problem for faculty. Just ONE of these problems – either students 6 feet apart in class without the ability to lean over them and look at their paper or screen, OR all classes being offered F2F and online–would almost certainly change our pedagogy and probably lower the quality of what we do. Hopefully during the spring you experienced that F2F and virtual work in different ways—synchronous sessions that mimic F2F teaching mostly fail and this will be much worse when online students feel they are interlopers in a better F2F experience. 

This matters for classes of all sizes, but especially for the largest introductory gateway courses, where equity is already compromised. Given many university statements about race and equity at this moment, consider that the large lecture class itself currently grossly privileges the most prepared students. These students understand the conventions, take notes dutifully, maybe ask questions and attend office hours. Without concerns for family safety, racism or food security, they have more bandwidth for focus and attention. Large gateway courses, as they are generally practiced, are a form of structural racism. They amplify and preserve the advantages that only some students enjoy. Now that large lecture halls look like COVID petri-dishes, universities are being forced to limit F2F capacity and offer multiple sections. My suggestions may initially seem counter-intuitive, but even for small courses, the current plan to prepare for low capacity F2F and online at the same time is going to further amplify inequity.

The HyFlex Flip is a way to rethink how we can provide better and more equitable instruction at scale during this time of crisis. I am actively exploring this model with a number of institutions, so please comment and let me know problems and improvements. Let’s help each other.

Discovering your Accent with Study Abroad


My series of public commentaries on WYPR continues here

Here at Goucher, we require all students to study abroad before they graduate. We do this in part because employers want graduates who can navigate working with people from different cultures and backgrounds, but also because study abroad provides an almost unique opportunity for self-discovery, reflection, and growth.

One of the first things we notice when we leave home is that everyone else in the world speaks with an accent. Then we realize that we too have an accent. Upon further reflection, we get the big reveal—that everyone has an accent. There is no neutral way of speaking, and everyone speaks in a way conditioned by culture, geography, and experience. 

This is equally true for how we all think—everyone also has a thought accent and study abroad brings us face to face with our assumptions and how they differ from those in our new surroundings. We can exchange one thought accent for another—just as we can learn a new spoken accent—but the insight that we all have assumptions that are invisible to us is fundamental to critical thinking. 

Initially, this can seem crippling, especially for students whose high school experience was all about a single truth or a single right answer. But understanding that different is often just different is a critical path to many things. Study abroad is not just about visiting difference, it is about encountering your own difference, your own assumptions and learning that everyone thinks with an accent. 

The future of work: what you do will not define who you should be.

My series on WYPR continues here.

As parents, we want our children to be happy after college, just not in our basement. Given the cost, it is reasonable to expect one benefit of college to be a better job—and college graduates earn, on average, $1M more over a lifetime over those with no college education. 

But technology is creating new jobs and eliminating old ones. No college can give you all of the content that you will need in 10 years, because a lot of it has not yet been discovered. The future is unknown. But it will involve technology.

If you want to be prepared for the future job market, focus on the places where computers do less well. You will still need to be able to interface with computers and understand data analytics, but the future of work is about being complimentary to technology.

So an modern education should help you ask better questions. Computers will increasing be able to answer our questions faster, but thinking of new and more creative questions to ask is something humans are likely to be better at for a very long time. It is our ability to leap into the unknown that provides the advantage.

Technology is also changing the nature of work. Artificial intelligence might make your job obsolete, but might also make work obsolete. Here again, determining not only what CAN be done, but what SHOULD be done, and what is worth doing—these will remain fundamentally human decisions. Education should also provide the tools to create meaning in life. Helping students understand who they can be and not just what they do is an essential part of college.

It is HOW you go to college and not WHERE

Next in my continuing series of public commentary on WYPR. You can listen here

As high school seniors and their parents enter the stressful college decision time, here is some advice. Relax.

Where you go to college matters a lot less than how you go to college. We have know this for years, but it is hard to accept. Surely being around all of those future titans of industry at Harvard has some advantage. Probably, but much of that seems to be correlation not causal: people who exercise also tend to eat better. 

What we do know is that college provides the most benefit when students are engaged in their own learning. Find a mentor. Do research. Spend the time to meet new people. Finding a person who believes in you and your potential matters far more than anything you will do in class. 

If you find a place where you seem to fit in and it feels right—that is probably the right place for you. But if you picked wrong, you will probably never know. Most students are pretty happy with where they have picked: in truth, any college feels way better than high school. 

What you do while you are in college—any college–really matters. Take advantage of the diversity of new people. Get comfortable with being uncomfortable. Go to exhibitions, events and talks you think you will hate.  Any one of them could change your life. So pick a school and then relax. But once you arrive make new friends and most importantly—go visit staff and faculty.