The Post-Pandemic University
9 Mar 2021 · 37 min
Mark Becker, outgoing president of Georgia State University, explains how his school used a centralized data warehouse and predictive analytics to improve student outcomes over a decade. The pandemic accelerated adoption of hybrid learning and AI chatbots, but Becker warns that socioeconomic gaps have widened and disadvantaged students risk backsliding without proactive intervention.
Chapters
Foreign.
Hey, Jeff, you know Tomorrowland at Disney World?
I sure do. Right. Space Mountain and all of that? Why do you ask?
Well, much like Tomorrowland tries to show what the future might bring, everyone in higher ed right now seems to be talking about what the campus of tomorrow will look like after this pandemic subsides.
Yeah, well, it's a good thing that we've got Mark Becker, the outgoing president of Georgia State, on today's show because. Because under his leadership, Georgia State has been a leader in innovating and using technology and data to transform its school for over a decade now.
This episode of Future you is brought to you by Deloitte's center for Higher Education Excellence, which focuses on groundbreaking research to help colleges and universities navigate the challenges they face and reimagine how they achieve excellence in every aspect of the future college campus, teaching, learning and research. Please subscribe to Future youe on whatever platform you like to listen. And if you enjoy the podcast, leave us a rating so others know about the great conversations we're sharing about higher ed. And don't miss our weekly poll on Twitter and Facebook. You can find us at the Handle FutureYou podcast. We'll try and discuss some of the interesting results to questions on upcoming episodes.
I'm Jeff Salingo.
And I'm Michael Horn. Jeff Mark Becker became president of Georgia State University in the throes of the Great Recession in 2009. A first generation college student himself, he led the university to make significant investments in support systems and data tools, among other initiatives to better serve students of all backgrounds. And under his leadership, Georgia State has boosted graduation rates by an astounding 22 percentage points.
Yeah, Michael, not only that, but Georgia State is also a leading public institution in the country in graduating black students, all while investing significantly in research and developing a global profile. It's a really remarkable success story in what's really been a challenging decade for higher education. And as a leader in the University Innovation alliance, whose director, Bridget Burns, we had on the show in the very early days of Future U. Mark and Georgia State have a bead on what's likely next for higher education as well as public higher education institutions as we come out of this recession and this pandemic. So with that as a backdrop, we're really delighted to have Mark on the show today. So Georgia State was a relatively obscure public university when you arrived in 2009, Mark. And now, as you get ready to leave the university, seen as a national leader. Right? An example of a student centered institution committed to student Success. But whenever I talk with college officials elsewhere about their own student success efforts, and Georgia's state's name inevitably comes up in those conversations. The they always say things like, oh, Georgia State, we can never be them, or they're in a league of their own, or they've been doing this forever. But I don't think that's actually the case. Right. Is achieving what you've achieved at Georgia State as difficult as people make it out to be?
No, not at all. It does require you be intentional as an institution. This kind of results, this kind of change doesn't happen by accident. It requires organizational change. It requires certain organizational structure. So I would say at the top that having an individual who wakes up in the morning and goes to bed tonight thinking about the success of students is absolutely essential. And Georgia State, that person's been Tim Renick. Tim is really the leader of this work for Georgia State. And having that kind of focus on contrary to what many institutions try to do is make this one of multiple responsibilities of a provost. You're not going to get this kind of results if you have some person having this as a small slice of a very large portfolio. Second, you have to have the right mindset. You know, when we did that was sit out of Georgia State. It wasn't, we're going to try this. It is we are going to do this. And so you have to set yourself up for success. You need to imagine success and not spend your time thinking about failure, because that's one of the challenges in higher ed when you try to have change. You have all these intelligent people that will explain to you why you can't do something and you're not going to get there. Spend focusing on what failure looks like. So you really need to be able to visualize what success looks like and then have a disciplined approach to getting success.
So that obviously speaks to a lot of the leadership mindset culture that you establish. You're also obviously trained as a statistician. So how much of data played a central role to what you've been able to do at Georgia State and in particular at many other institutions that Jeff and I get to talk to? It seems that different schools, you know, the business school, the arts and sciences, engineering school, each use their own streams of data to, in effect, create their own narratives. But not only has data played a central role at Georgia State, it seems fair to say that having a centralized data system itself has also been critical. Is that a fair reading and how critical is that centralized data strategy to an institution's Success, Yeah.
It's more than fair. It's absolutely correct. The university built a data warehouse back around 2009, 2010, because if you don't have the data and you don't have the information, you're not going to actually know what's working, what's not working. So there has to be those data, there has to be that accountability. So the data are absolutely central. And everything we do always comes back to the data because we're looking, you know, at the end of the day, student success is fairly straightforward. It's, you know, do students graduate or not, time to degree, academic performance, etc. But that it's all in the data. And if you're going to have to make the case for change, for faculty in particular, the easiest way to have that conversation is to present the facts. Rather than focusing on folklore, myth, tradition, or histories. These are the facts.
It seems like the thing we're struggling with as a nation right now to come up with a common set of facts around things. So, Mark, last summer you participated with me, Deloitte and Strada on a series of convenings that we had around the future of higher ed post Covid. And one result of that was a paper that Deloitte and Strada just released on the idea of a hybrid university. You know, what was clear in our research is that many institutions think of hybrid like they do most things related to technology, right? A specific tool, as in a hybrid course, rather than as a way of deploying technology to make the student experience more seamless. How do you think institutional transformation can be enabled by digital technologies? Do you think that higher ed is on the cusp of transforming if we think differently about a certain process or a way of doing business within our universities?
That's exactly it, Jeff, you nailed it. Technology is a tool, and it's a tool that allows you to either do what you've been doing better or more efficiently, or it's a tool to allow you to do things you've never been able to do before. And so you have to look at the technologies as a set of tools and how they integrate into your environment, into your institution. So how do you make your faculty more effective, more productive? How do you make your students more effective, more productive? How do you make your staff more effective, more productive? So one of our early successes was in the advising space. Our early work with EAB has been written about a lot that was having a data warehouse and having the predictive analytics systems and various dashboards, et cetera, and alerts. You had to be able to use the technology, but at the end of the day, it's how people use it. And one of the big mistakes that gets made in higher ed is people buy a technology and use it to do what they were doing before. And you know, I'm old enough to remember when word processors came out. Now we, you know, we think about Microsoft Word and the idea was, well, we're still going to have secretaries and we're going to still do the way we always did it, you know, so when I got out of grad school, you know, you took your paper to a secretary, they typed it up for you, you marked it up with, you know, a pen or pencil and handed it back and went back and forth and back and forth. And I was on that generation that started writing their own papers at their computers. And, you know, we don't even talk about secretaries in academic departments anymore, or certainly at least ones I'm familiar with.
So obviously a big change there, you know, in mindset around the use of technology. But the other big change in mindset, obviously with COVID is that it's been a useful pilot for the hybrid campus. And I think the question though is how can college presidents keep that momentum going and resist returning to the old processes that were in play. In play before?
Yeah. So from my mindset, it's not a pilot, it's an accelerator. You know, we were heading this direction anyway. There's no secret that demographically the number of 18 year olds coming out of high schools is going to go over a cliff in about five years. And so every president in the country knows that a lot of change is coming. They don't know how to get there. Well, the pandemic has forced us to, at least, you know, to your point, I guess we'll say we pilot experiment with certain technologies and how to use them. But at the end of the day, on the other side of this pandemic, there's no going back. The institutions that do think about going back better have a value proposition that is so distinctive and attractive that that's going to lead to long term survival, because for most of us, we have to look to the forward to the future and be as we look out there. We're seeing we're going to have a more heterogeneous student body, we're going to have more adult learners, we're going to have fewer 18 to 22 year olds, and we're going to have people coming at us with a different set of expectations, whether they're working adults who are pursuing a degree, they're now used to working differently. And the students coming to the university are going to be used to working differently. So their expectations are going to be different. And if we're going to be successful, we have to meet them where they are and where they like to be. So that's not going to be what it was in 2019.
Yeah, it's such an important set of points. And obviously one of the big differences that you all have deployed as you've started to support the advising function and student supports and so forth, is you were one of the first universities to put chatbots in place at first to reduce summer Meldons, and then, since then, throughout all of your student success efforts, you're about to use it in an academic course to start answering student questions. Until now, your student success efforts were largely focused on using data and people. So I'd love you to reflect on why the transition to AI, and does that give you the mechanism, if you will, to scale these supports and support students at scale? And also, though, I'd love you to reflect about how do you mitigate the worries that come with the use of AI? Because obviously a lot of folks in higher ed have some deep concerns.
Sure. So there's a lot in there. So I'll go back to an accelerator. We were having these conversations and heading in this direction before the pandemic. So when you look at our first deployment of chatbots AI, you know, that was all about getting students from application to enrollment and matriculating. Okay. And so it was around being able to provide nudges and information to students when they were needed to have it. And it gave them a platform in which they could ask questions and we could respond with answers. So what's important about the platform is, first off, the bot answers over 80% of the questions, and it does it in less than eight seconds. So you're not calling an office and getting put on hold. You're not sending an email, you're literally sending a text message. And less than eight seconds later, eight out of ten of the questions are answered. Humans have to come in on the back end for those that the bot can't answer. Second, the bot doesn't go to bed, doesn't take weekends off, and it doesn't have bad days. So the bot's there 24, 7, 365 days a year. We don't staff our offices 24, 7, 360, 365 days a year. So that was where we were. So as we look to the future, you know, we're not too proud to steal good ideas. So, you know, one idea that was developed, deployed just a few miles from here is Joe Watson, the artificially intelligent teaching assistant at Georgia Tech in their computer science program. It's great TED talk. You can go online and find it. Well, Joe Watson is not just an experiment, but Joel Watson is a model, again, that provides a very student responsive way of providing information, particularly in courses where the same questions or the same types of questions get asked again and again within a semester, semester, semester, year after year. Because what's behind AI is you have to have a data set. You have to have a data set that is large and robust, rich, so that it covers a lot of questions and has accurate information to the answers. The bots have to be trained and they have to be supervised to become effective. And you can find all that in TED Talk about Joel Watson. So the point is, AI is just on the cusp in higher ed. We're going to see a lot more applications of AI, particularly in this space of answering student questions, whether specific to an academic course, whether it's financial aid, whether it's career services, whether it's admissions, any question that gets asked time and time again is going to be amenable to this platform. These bots, this is our industrial revolution Higher ed, if you will. The idea that the routine is going to be done by machines, the unique, the relational, is going to be done by human beings. And the idea is not to replace human beings, but is rather to focus human time and talent where it is most impactful and most effective. And the things that are routine or repetitive, let the bot do it. Now, to the question of your concerns, is the bot, if we're not careful and it's trained on a data set that's not relevant to your student population, may not give the answers that are appropriate and could very well have implicit bias in it. And so you do need to be very careful about the data sets that you use to train your bot and deploy the bot. So, for example, in some of the work we've done here, we want to use our own data to train the algorithms rather than a data set developed by a developer for, in another space, another part of the higher ed universe, Industrial Revolution.
Mark.
Wow.
It's going to be interesting to see where this, where this all goes. And Mark, you know, Georgia State has really moved the needle on student success. And now, you know, Covid has really interrupted the plans of many students, put a lot of stress on the, on the system as a whole, as we can see from enrollment trends around the country, from application trends, from low income and first generation students. Are you at all worried about backsliding? What worries you most coming out of the pandemic when it comes to student success?
Yeah. So there's two pieces. One is that the pandemic has had differential impacts in different parts of the socioeconomic spectrum. So we have students who have the financial resources, have the technology resources, the supports from family and others that they're excelling, they're continuing to do what they do. They may not be enjoying it, but they're continuing to go forward. We have other students and I'm going all the way back to kindergarten. I'm not just talking about college students. I'm talking about students writ large that who are literally getting left behind. We saw this fall, for example, at Georgia State and our freshmen, a non trivial percentage of the freshman class just did not make the adjustment well to college in a purely online world. Right now, in the most immediate moment, we're developing a set of programs, interventions to support those students and get them back on track. Get them back on track, get their GPAs back up, continue to progress towards graduation, keep them in university and get them to the desired result, which is their education, their degree. That's the immediate part. But that's going to trickle through for that group of students for the next, say four or five years. But there's another dozen years students behind them who have been impacted adversely by this. I'm worried about the tails of this all the way back through the earliest years of education. Then secondarily, I'm worried about we're exacerbating, I mean, the pandemic is exacerbating income disparities, income inequalities. And so for the student success base, if we're not attuned to that and developing programs to help those who get most hurt by the pandemic, we are going to see a backsliding in terms of the numbers, et cetera. So big focus there on taking care of the students who are disadvantaged by the pandemic today. But we expect that to percolate through for probably a decade or more, maybe two decades.
Yeah. And I think what's interesting, Mark, is that you get a lot of your students, a huge percentage of your students from Atlanta public schools. Right. And I was reading recently that like in like in many big cities, there's like a huge percentage of students just not showing up to online courses at all.
Yeah. So that's one of the things where technology helps us so, you know, we've got a learning management system and we can track in our data set that students have tracked, logged into the content management system, learning management system, and whether, how long they're engaged with the material, et cetera. So this is another example. You're not going to have professors calling up every student, did you do the reading? How much time did you spend doing the reading? But in this environment, we're able to at least have good proxies to tracking some of that information. Another example where we couldn't have done this 10 years ago, let alone 20 years ago. This is a case where again, technology put to appropriate use is going to help those who are at least advantaged.
Yeah. So, Mark, I want to end on a somewhat lighter note. So I think most people think college presidents are just boring individuals, right. Who just work all day and who knows what they do in their free time. But you're an avid mountain climber in your free time. Just kind of curious about how that started. You know, what, what do you consider your greatest accomplishment? And I just have to ask for a comparison about climbing a mountain and leading an institution, because there seems to be something there.
Yeah. So I came to mountain climbing late in life, about seven, eight years ago. And it all goes back to when I was a postdoc at the University of Washington, back 1987, 89. There's this thing called Mount Rainier stands out there over the city of Seattle. And back then I didn't have the resources, financial resources, to hire a guide in climate. And I not experienced, so I can't do it myself. And I always said to myself, one day I'm going to do that. And about seven, eight years ago, sitting in a meeting and realized that I wasn't getting any younger. So I did what modern people did. I pulled out my phone, went into Google and Google Mount Rainier guides and found one, called them up and booked the climb and went and did it and got hooked. So took on some bigger, more challenging mountains. And I'd say my biggest, most gratifying accomplishment is Alpa Mayo, which is in the Cordiller Blocka Range in Peru. Absolutely stunningly gorgeous mountain. And the high camp for that is at 18,000ft. The mountain is just shy of 20,000ft. And the last few hundred few thousand feet, last hour or two of climbing is two tool ice climbing. So you're on all fours climbing a steep IPC ramp up to the top. And that was a great accomplishment, a great challenge, and one that I enjoyed a lot. How's that compared to being a president or leading an institution. Start with, you have to have the right mindset. I'm going to go do the this. It's not, I might do this, you know, so success is the outcome that you're after. You have to have a plan, you have to prepare. You need to do your research, and then you need to do your training. And so you need to be completely attuned to everything that you need to be able to do to have success. You know, it doesn't just happen by random or by accident. And then you have to put in the work. That's all there is to it. And you have to stay focused. And certainly when you're at high altitude climbing a steep, icy mountain, there's no room for mistakes. So you're taking risk. But these are calculated risk. And that's the same thing leading an institution. I would be honest to say that we've taken some risk at Georgia State, but they've always been calculated risk. We're never reckless. And you would never be reckless in the mountains because those who are die.
Well, you know, Mark, I think you and your team have definitely put the institution on the map more, more than once over your tenure there. So we wish you the best in what you end up doing next. I can't believe that we've been doing what, 70, 80 episodes, Michael. And this is the first time we've had somebody from, I think from Georgia State on the podcast.
Yeah, big miss on our part, but glad we got rectified before you. You step down.
Well, I'll be around into the summer and I'm just going to stay engaged with higher ed and the future of hiring the kind of things we're talking about for, for years to come. So I appreciate the opportunity.
Thanks for having. Thanks for being here. And we're going to be right back on Future you.
This episode of Future youe is brought to you by Deloitte's center for Higher Education Excellence. The center focuses on on groundbreaking research to help colleges and universities navigate the challenges they face and reimagine how they achieve excellence in every aspect of the future college campus. Teaching, learning and research. Through forums and immersive lab sessions, the center engages the higher education community collaboratively on a transformative journey, exploring critical topics, overcoming constraints, and expanding the art of the possible foreign.
Welcome back to Future youe. Off our interview with Mark Becker and Jeff. He seems to be leaning in completely into this hybrid campus model. I mean, he talked about how institutions that don't do this better have a Very good and differentiated value proposition. But for most folks, like, this is the. This is the way to go. What's interesting is, you know, you just finished writing that paper on the hybrid campus model, and Georgia State, interestingly enough, seems like a place that could return to what it had before, given all the innovation that they had done. But I'm just sort of curious, your take on Georgia State against that landscape, institutions in general. But also, we got a listener question, and we're trying to do better about making sure we answer those questions. And this question was, what will the physical campus itself look like in the future off of COVID So I'd love your reflections around both the questions of, you know, the hybrid campus, Georgia State against that landscape, and then the physical space itself.
Yeah. And I think, Michael, really, what I see Becker, in talking about during that, during that interview was this idea they've been really well connected with, with data, trying to figure out, like, why things aren't working, backing it up with data, doing small experiments to try to change the trajectory of things. When those experiments worked, they would scale them up. That was. That's really been the playbook at Georgia State for the last, essentially the last decade. And what I think he's found in this pandemic, and Georgia State has found in general in this pandemic, is that some of those things continue to work in the pandemic and that you could scale up technology even more to make the campus more of a hybrid. For example, there was something that he didn't mention, but Tim Renick, who is associate provost there, around student success, told me a couple of months ago about their financial aid advising, for example, which would really require folks calling in to a call center. It was a phone tree, a classic call center center. Well, now those people couldn't work together during the pandemic, so now there's a ticket system where students fill out the information online and they call them back. Well, they've actually become more efficient because now they know what the questions are in advance of somebody calling in, and they become much more efficient at that. And again, this is something where, you know, maybe even the chatbot could help out with a lot more. So they're starting to see, even during the pandemic, there are ways of experimenting, in many cases, being forced by the pandemic to experiment solving problems that, in this case, they didn't even know it was a problem. And now expanding upon that and scaling the solutions to that. And to me, that's really why I think the hybrid campus is potentially a Revolutionary change coming out of this pandemic because so many other institutions just like Georgia State were forced to experiment. And it just seems impossible for me that they're going to go back as, as a result, but it requires them to change their processes. And, and that was something that he, you know, he talked a little bit about in the interview, right? That that technology is a great servant, but a terrible master. Right. That you need to change your, your processes to match. And, and I guess given all that you've seen in higher ed, do you. Are you convinced that, that they may actually do that?
Yeah, it's a great question, Jeff, and just a reflection on it, which is that I think a lot of times people say, you know, the technology is a great servant but a terrible master. And then they let the technology still run what they do. And then my second reflection is that in some ways what he said seems paradoxical, like needing to change processes to match the technology. Awfully sounds like technology is the servant. But my reflection is because a place like Georgia State is so clear on the outcomes they want to get, their priorities are so clear across the campus, right. Not just in one school, but literally across the enterprise. And then they say, okay, if we're going to take in a new technology, to shove it in the old process is probably not going to get us the bang for the buck that we want. And so we are going to intentionally change our processes process to match this new technology to turbocharge what we're doing to get these students success outcomes and these equitable outcomes across the board. And that's what I think is so powerful about it, is a lot of people I think will just say, oh, the tech guy said we have to do things this way now, right? And they're changing the process. But now technology is the master or they don't change the process. And you get this like horrible grinding of a technology that's not fit for the old thing that you're doing. And I loved his analogy on the Microsoft Word and secretaries used to write it for you. And then, and that no longer made sense. But what's so, I think, powerful to take away from this is know your priorities, know the outcomes that, that, that you're trying to get right out of this. And I, you know, Jeff, from my perspective, it's. I found it powerful that as he continues to think about student success, he's not just thinking about the seniors in high school or first years in at Georgia State right now. Now he's thinking all the way down to kindergarten. You know, I mean, that's quite a statement. What, what's, what are your reflections about how leaders ought to be thinking about student success coming out of this?
Well, and I think that, you know, Georgia State, like most colleges are, is, you know, they're judged by their, their latest outcome measures. And I think he's seen, you know, we've been able to move the needle on student success over the last, you know, 10, 15 years, 10 years in particular. And, and what's going to stop us from that going forward? And it really largely, I think, is going to be the pandemic, at least in the short term. You know, the fact that you have a large percentage of Atlanta city school children, for example, not going to school, not showing up for, for distance learning. Right. Those are future students at, at Georgia State since they, particularly since they enroll a large number of students just from their, from their own backyard. And so the only way that they're going to be able to move their numbers is to move the numbers in K through 12. And I think that, you know, he clearly sees the clear, the clear connection between those two things. And I think this is going to really require, and hopefully we'll get to talk about this again on a future episode. I think this is going to require institutions of all kinds and all sizes to rethink their student success efforts, which, you know, some have described were on autopilot before the pandemic. Now you're going to kind of have to jumpstart them after the pandemic, particularly for those students, you know, we really should dive into learning loss. And, you know, how real is it? How deep is it going forward? Because, you know, these are all the future students for, you know, for higher education. But, you know, it's interesting, Mark is, is retiring from, from Georgia State. Who knows what he's going to be doing next. He might be doing more mountain climbing, as we talked about at the very end there. I love that mountain climbing comparison to being a university president. Michael, I don't know if you had any thoughts on that.
The only thing I would say is that the mountains keep getting higher, right? There's actually probably never a descent. As I was thinking about him describing those climbs and sort of the level of achievement, but also the peace that he gets right from having accomplished it. And my only reflection was, yeah, there's probably like a couple days of a lull when you're university president and then you just jump to the next peak, if you will. So it keeps on coming. Jeff, sort of like how we've been monitoring the waves of this pandemic and so forth. But off that great conversation before we end and wrap up this episode, we're going to take a short break and then we're going to come right back with a conversation with our sponsor from this episode, the Deloitte center for Higher Education Excellence.
And welcome back to Future youe. I welcome Cole Clark, managing Director of Higher Education at Deloitte and co author of a paper that we referenced during this episode on the hybrid university. Cole, welcome to the show.
Terrific to be with you, Jeff.
So, Cole, we just had Marc Becker on talking about the hybrid university. And as a co author of the paper, how do you think colleges and universities, the listeners out there that are in a position, whether they're trustees, board members in other ways, or college leaders, how do you think they could think about putting this in place? What are the factors to actually succeeding at the hybrid university?
Well, we certainly get into this in some level of detail in the paper, but I think there are five that I'd like to touch on here. One would be leadership. I think that is critical given the nature of the way that most higher education decision making and authority structures are set up. Having strong and visionary leadership from the president, his or her directs, both in the academic as well as in the administrative ranks, and frankly, on the board of trustees or board of visitors, really driving this agenda and being aligned on what it's going to take, both from a resource perspective as well as from a change management perspective. Secondarily, I think that as these new systems are designed to drive forward the notion of the hybrid campus, everything has to be about putting the student at the center, thinking about how these new models are going to impact the administration or the alumni. The student has to be at the forefront. I know something that Mark is really focused on and fixated on is the use of technology as a tool and data as a tool. I think that's super important. I think these systems are super critical in being helpful in showing what things are working and frankly, what things are not working and being able to make decisions much more quickly and more nimbly. I think having a rethinking of the financial models that drive the incentives on campus are critical here too. Financial models, business models, budget models at universities often don't incentivize a lot of change. And I think you have to have those incentives in place in order to to get the kind of traction that you need in order to make these changes occur. And last but not least, I think communication, which really goes back to leadership and Constantly communicating to your broad set of constituents, whether they're the students on campus, your employees, your alums, the community members in the local town or city that you're located in are all super critical to get a broad set of stakeholders on board and getting them behind the change.
So Cole, during the convenings last summer with the college and university leaders we had on the New Era Forum, which we called this gathering, often it came up this idea about core versus context, right, that there are few activities that institution does that really creates like the true differentiation, right, the core of the university. And then there's everything else, of course, that we know universities need to do to actually run a campus. Can you talk about that in light of the hybrid university? How should universities think about this core versus context?
Well, the human resources on campus are precious and they need to be focused on those things that are core to the mission of the university, teaching, learning and research. But there's a whole range of other activities that go on that if those are done poorly or they fall apart or they fail, they have a direct impact on the ability to fulfill the mission. So just because they're part of that context bucket doesn't mean that they're not super critical and that they're not, you know, that they don't need to be carefully thought through. I think though, that there are many things in that category that can be done at scale, either through harnessing the economies of scale of a universe to system and doing them centrally, or thinking about co sourcing from external entities that do this at scale across multiple institutions, multiple states and can drive economies. In that model, a lot of things have crept back into and been insourced in institutions. Things like dining and housing and parking and information technology that could potentially be done again much more efficiently and frankly, even with better quality. If we go back to this revisiting of what's core versus context.
The hybrid university really wasn't intended for any particular part of the higher education ecosystem, as we think about it, the different segments of higher ed. But is there one in particular? Is there a sector of the higher education system writ large that the hybrid university could be really thought of as. As appealing in thinking about the future?
Well, I certainly don't want to give off signals that I don't think there's value here for all walks of higher ed life? I think there are roles among the AAU and the R1s to be leaders and demonstrating what is possible. But I think in terms of who benefits the most in the short run, I think it's our local and particularly our two year institutions, the community colleges and the community college systems that frankly have had a hard time achieving some of the objectives that are laid out in the paper because they've been underfunded. They rely on tuition and on local appropriations for most of their operating revenues. So they've taken on a lot of debt. I don't mean debt in the literal sense, but debt in terms of deferred maintenance and technical debt. They but and yet they're going to be the ones that we rely on as a nation to really help us jump back into the employment game and get, you know, get our people reskilled and re employed and frankly, continue that, you know, reskilling and employment engine for the foreseeable future. So I would say they are the most likely candidates to, you know, to adopt some of this in the short run for short run benefit.
Colt, thank you so much for joining us on Future youe today.
As always, Jeff, it's great to be with you.
And that does it for this episode of Future youe. Thank you for listening and look forward to you joining us on the next episode.
More from Michael
The Impact of AI Optimization on the Use of Time, Space, and Resources in Schools
The Impact of AI Optimization on the Use of Time, Space, and Resources in Schools