e-Literate

Present is Prologue

Tag: Civitas

  • Why Higher Ed Hypes: The MOOC Example

    People are funny.

    My last post was called “Is Ed Tech Hype in Remission?” It was about—surprise!—the interesting phenomenon of ed tech hype seemingly fading for the moment. I started the post by apparently breaking a little news. Civitas, the learning analytics company, had announced a new round of investment. A close examination of the details, coupled with some information from our sources, indicated that the company likely took a hit in valuation in that round. Since student success analytics has been a hyped product category, I used that bit of news as a jumping off point. And I used the phrase “fire sale” to characterize the downward valuation, although I was fairly clear that I didn’t even have enough information to confirm that it is a downward valuation. In and of itself, this downward valuation, if true—I’m fairly confident that it is—is mainly of interest to investors. I brought it up as an indicator the hype cycle in action rather than a signal of Civitas’ impending doom.

    There were lots of interesting and nuanced reactions in the comments thread on the post, on Twitter, and on LinkedIn. Elsewhere, the reaction has been different. There was some press coverage, some of which was good, and some less so. These are pretty nuanced issues. The easy part of the story to cover is not about the hype cycle or how to think about solving education’s hard problems but about whether Civitas is doing awesome or terribly. Customers, ex-customers, and of course, competitors have plenty to say about that. Sales reps for Civitas’ competitors are already out on the streets, weaponizing that post.

    Look, we have a sharp rhetorical style here on e-Literate. That isn’t going to change. We want to be clear, and we want to hold actors in this space accountable. But we also try to be nuanced. So here’s a tip for you: If you get a sales rep quoting us ripping one of their competitors, make sure you read the whole post. If it was primarily about holding that competitor accountable as a bad actor, that’s fair game. On the other hand, if it was an en passant observation made in the context of a larger discussion that wasn’t especially critical of the company—like my last post—then the use of our comment is more a reflection on the sales rep than of the company we were commenting on.

    Civitas has a lot of mindshare in the student success platform market category. That market category was overvalued, not mainly because of anything Civitas said or did but because higher education and ed tech investors alike have had a tendency to look for technological magic bullets. In fact, Civitas has sometimes actively resisted that hype trend, even to the point of choosing a name that can be interpreted to mean “community.” The only choice they made that I focused on in my post was their decision to market themselves as a software platform. Which was part of my point. One reason a company inclined to name itself “Civitas” might focus on selling itself as a platform company is because the market (and funders) can only make sense of them as a technological magic bullet. It’s a systemic problem.

    This wasn’t what I intended to write about, but it happens to fit perfectly with the main subject of the follow-up post I was planning to write. It was on my mind to say something about another sharp section of that post:

    One could argue that we hit peak ed tech hype in 2012. The Year of the MOOC. Remember how there were only going to be 10 universities in the world, and only one lecture for every subject, given by the very best lecturer in the world? Remember how everyone was going to get a Stanford education for free?

    Yeah. Good times.

    Since then, the hype cycles have been shorter and less intense. Sure, there was the whole adaptive learning bubble (or “personalized learning,” as it is inaccurately called), but a lot of that was the knock-on effect of a flood of Gates Foundation money. I never got the sense that there were many True Believers in adaptive learning as a magic bullet. There are still some True Believers in learning analytics, but it’s a small group. In fact, the OER True Believers club may now be larger than the learning analytics club.

    Mostly, people seem to be approaching all of these things—learning analytics, adaptive learning, OER, inclusive access, etc.—with a little more sobriety. These developments are all getting attention, but not a lot of hype (though not always for lack of trying). The general attitude among educators and institutions seems to be more like, “Huh. So that’s a thing now. Good to know. What can I do with it?”

    Gone are the days—at least for now—when provosts or presidents emerged from their offices all across the country and proclaimed, almost in unison, “Hear ye, people! I hath spake with the good people from Coursera, and they have shared with me the miracle of recording lectures in four-camera studios and giving away the courses for free. Huzzah! Huzzah! Let us be fruitful and make MOOCs with great haste!”

    Ouch.

    It’s true that some of the stuff that happened around MOOCs was objectively dumb. Phil has a good run-down of the research from both now and then. There were schools that rushed into projects and people—most infamously, Sebastian Thrun—who displayed astonishing hubris. Many of the people at the heart of MOOC mania, whether or not they were actively or intentionally participating in the hype, were really, really smart, and some of them had the best of intentions. I never got to know Thrun or Anant Agrawal—I’ve briefly met them both—but I’ve spent some significant time with Coursera’s Daphne Koller and Andre Ng. I like them both. A lot. In fact, I worried that the two of them, but especially Andrew, were too idealistic and too focused on doing good in the world to hold onto the reins of power in a VC-owned company with the kind of growth expectations that were put on Coursera. (I was probably right.)

    And the truth is that, in 2018, universities are still building, delivering, and experimenting with MOOCs. Students are still learning from the courses, and we are still learning from the form. There was and is nothing wrong with experimenting with MOOCs to see what we can learn about new ways to reach new students or better serve some of the students we reach today. Just as there is nothing wrong with experimenting with student success analytics to see what we can learn about new ways to identify students who need help sooner or find new ways to help them (or to enable them to help themselves).

    But why does experimentation come with the insanity so often? Why were MOOCs accompanied by MOOC madness?

    I don’t know for sure, and I suspect that the full answer is complex and related to pre-rational aspects of our thought processes as they evolved over millions of years. But here’s one simple and obvious part of the answer: 160,000. That’s roughly how many students took an early MOOC in artificial intelligence offered by Sebastian Thrun and Peter Norvig. It’s no coincidence, I think that the four founders of the pioneering MOOC organizations—Thrun, Agrawal, Koller, and Ng—are all computer scientists. For one thing, they all could do the math fairly quickly to recognize how long it would take them to reach that many students via more conventional means.

    You probably should be knocked a little bit off your axis by the notion of reaching 160,000 students all over the world with one class, particularly if you are an idealistic educator. We live at the first moment in history when it is conceivable to enable every human being to have access to education equal to their intellectual potential. That is what “160,000” represents. The possibility of a new mission for higher education and the potential dawn of a new era for humanity. So yeah, some people lost their minds for a while.

    It turns out that reaching all of those potential students effectively is not so simple, and doing so in a way that is organizationally sustainable is even harder. Heck, we haven’t even figured out how to fund educating all the people in our own states here in America. How are we going to fund educating everyone in the world? I’m not saying it can’t be done. I’m saying that we should have known it wouldn’t be so easy. And we should have known that video lectures wouldn’t be the answer. (Yes, yes, I know, many of us did. The point is, people lose perspective sometimes. I have over 15 years of blog posts on this site, so if anyone wants to point out times when I did, I’m sure they could find plenty of examples.)

    This is not a sufficient explanation for the ed tech hype cycle. I could list other subjects of hype that were…shall we say, not as understandably inspiring of irrational exuberance. But it’s a place to start. Educators typically want to do good. That includes educational professionals who happen to work for for-profit companies, by the way. In order to do so, they often have to deal with organizational psychology, business process management, budgets, politics, market forces, and a whole host of confusing and interacting systems that human minds are not very good at modeling. So we tend to latch onto simpler, and often shinier, explanations. Technology will save us. Evil companies are killing education. Education need to be disrupted.

    But the thing about chasing the hype is that it is exhausting and expensive. After a while, it wears you down. That’s what I think we’re in now. A period of exhaustion. We have enough people who have been burned enough times in rapid succession, and who are trying to solve enough serious and immediate problems, that they just can’t afford to be burned chasing the next shiny thing right now. They have to focus on solving the hard problems, because those are the real problems that just might move the needle for their respective institutions. That’s good news for almost everyone, from the students, to the faculty, to the universities, to the ed tech companies that want to do the right thing.

  • Is Ed Tech Hype in Remission?

    Is Ed Tech Hype in Remission?

    Last Wednesday, there was an announcement about an investment in Civitas Learning that appeared to escape the notice of the educational press. Even EdSurge and Education Dive, which are both pretty good about covering the investment side of ed tech, seem to have missed it.

    And at first blush, it’s easy to see why. The press release reads like a generic funding round that was successfully closed:

    Civitas Learning today announced a significant growth investment from Francisco Partners, alongside current education and impact investors including Rethink Education, SJF Ventures, and Lumina Foundation. The Austin-based company pioneered the use of advanced data science, design thinking, and machine learning to inform initiatives and improve student outcomes.

    That’s the meat. The rest of the press release is the usual anodyne quotes from the CEO and investor, fun facts about the company, and so on. Blah blah blah.

    But there’s more here than meets the eye. First, Francisco Partners is not a venture capital fund. It’s a private equity firm. If Civitas were experiencing enough success to raise a growth round of funding, then a PE firm with no obvious experience in higher education would not be a conventional candidate for a funder. And we at e-Literate have seen no evidence that Civitas is, in fact, growing in a way that would justify a next round of investment. We haven’t heard about any new Civitas customers in quite a while (though we’ve heard about some customer losses and some grumbling among their current customer base). A quick perusal of their press pages doesn’t show any announcements of big customer wins either. It does reveal an announcement of a partnership with recruiting and retention company Ruffalo Noel Levitz, which is interesting and which I’ll return to later in this post.

    Put all this together, and the deal looks more like a fire sale than a growth round. We have some information from sources familiar with the deal which supports this inference, although we do not have enough independent sources to confirm it yet.

    I have no major beef with Civitas on the fundamentals of what they’re trying to do. But the buzz they generated, the valuations they got from investors, and the cool kids’ club that seemed to hover around them for a while are all symptomatic of a company that, whatever the soundness of its fundamental aspirations may be, was hyped by the markets and the press. The bubble may be deflating now.

    A smart friend commented to me the other day that there are fewer of these lo-how-the-mighty-have-fallen stories than there used to be. I think this is a profound observation. Something has been shifting in the ed tech markets over the past five years or so. The ed tech hype cycle seems to have at least partially and temporarily burnt itself out. While I have no illusions that hype cycle is dead, or that it will stay relatively dormant, the quality and intensity of it is definitely different than it was five or six years ago. And that change may be a visible symptom of some more fundamental changes that are happening in the educational landscape.

    Remember the days?

    Remember the days when EDUCAUSE was partly a kind of fashion show? I could always go there and come away with a good blog post about that year’s ed tech darling. One year it might be open source LMSs. (Did you blink? Ah, too bad. It was a sight to see.) The next year it might be Pearson’s OpenClass. (Remember that?) Or Knewton. (Yes, they do still exist. I checked.) But there was a moment about six or seven years ago—I remember talking to Josh Kim about it at the time—when the theme of EDUCAUSE became that there was no theme. It has stayed that way ever since.

    That wasn’t the end of hype. It shifted to other places. The fashion show moved to SxSWedu for a few years. And online. And in the mainstream press.

    One could argue that we hit peak ed tech hype in 2012. The Year of the MOOC. Remember how there were only going to be 10 universities in the world, and only one lecture for every subject, given by the very best lecturer in the world? Remember how everyone was going to get a Stanford education for free?

    Yeah. Good times.

    Since then, the hype cycles have been shorter and less intense. Sure, there was the whole adaptive learning bubble (or “personalized learning,” as it is inaccurately called), but a lot of that was the knock-on effect of a flood of Gates Foundation money. I never got the sense that there were many True Believers in adaptive learning as a magic bullet. There are still some True Believers in learning analytics, but it’s a small group. In fact, the OER True Believers club may now be larger than the learning analytics club.

    Mostly, people seem to be approaching all of these things—learning analytics, adaptive learning, OER, inclusive access, etc.—with a little more sobriety. These developments are all getting attention, but not a lot of hype (though not always for lack of trying). The general attitude among educators and institutions seems to be more like, “Huh. So that’s a thing now. Good to know. What can I do with it?”

    Gone are the days—at least for now—when provosts or presidents emerged from their offices all across the country and proclaimed, almost in unison, “Hear ye, people! I hath spake with the good people from Coursera, and they have shared with me the miracle of recording lectures in four-camera studios and giving away the courses for free. Huzzah! Huzzah! Let us be fruitful and make MOOCs with great haste!”

    Don’t get me wrong; there are still presidents and provosts emerging from their offices and making pronouncements. But I’m seeing a lot less of it than I used to. The fever seems to have passed and left some antibodies in its wake.

    The one area in the market where I see something approaching hype, which I would characterize more as “intense interest coupled with a lot of hand-wringing,” is in the Online Program Management (OPM) space.

    It’s worth asking why this is so.

    Operational excellence is the new hotness

    I have an optimistic and a pessimistic take on why ed tech hype is cooling and focusing at the moment. The optimistic take is that the sector is finally learning that there are no magic bullets. There used to be a lot of frantic effort generated by of fear of being left behind. That fear is now balanced by a healthy fear of wasting time, energy, and reputation that could be better invested. The pessimistic take is that, as a wider swath of institutions faces the existential threat of financial insolvency, they don’t have cycles to waste on trying to do cool things. They need to be focused on effective things. When an elite liberal arts school like Hampshire College is teetering on the edge of extinction, you know that #*@!& is getting real. There is likely some truth to both of these takes, which tend to feed each other.

    What do OPMs do for universities? The simplistic first-approximation answer is that they enable the schools to generate more live-and-thrive revenue by generating more enrollments. How do they do this? Again, the first-approximation answer is that they provide operational excellence at building, launching, and filling new online degree and certificate programs. The good ones can do it quickly, efficiently, and with decent quality levels relative to the current baseline of quality in online learning. And if you believe that the OPM solution category is partly defined by revenue sharing (which I do), then true OPM offerings include a financing service, which enables the schools to get more programs up more quickly (albeit potentially at a higher long-term cost).

    This value proposition is a far cry from robot tutors in the sky that can semi-read your mind. It’s less sexy, more grounded, and more strategic.

    This shift toward practical operational services is mirrored by shifts in the capital markets such as the recent Civitas development. I have always felt that the potentially fatal flaw in Civitas was that it should have been a service company but chose to position itself as a platform company in order to compete for capital. VCs love platforms because they can grow very big without adding the cost of a lot more humans to run them. You know, like Google and Netflix. If you want to get a lot of money from VCs, it helps a lot to look like a platform company (although I get the sense that’s beginning to change in the education investment space).

    If you want a picture of what Civitas could have been (and maybe should have been) in an alternate universe, then look at EAB. It’s positioned as a service company with some tech. Its big-picture value proposition to customers is basically operational excellence at recruiting and retaining students. Because the EAB management never had to raise venture capital, they were free to be what they needed to be in order to support their customers. They didn’t have to pretend to have a magic platform. They could be some very smart people who have some useful skills at improving end-to-end student success and who have some software that helps with that (which might also be a more honest description of Civitas).

    You’ve probably heard a lot less hype about EAB than you have about Civitas. But guess what? EAB was acquired in 2017 for $1.55 billion.

    I doubt that Civitas’ valuation is that high, particularly after this latest cash infusion. Their partnership with Ruffalo Noel Levitz is particularly interesting in this context. What do you get when you combine Civitas with a recruiting and retention services company? A more service-oriented offering that looks a little more like EAB—and a little more like an OPM or an Online Program Enabler (OPE).

    Maybe now, with a more realistic valuation, a more service-oriented value proposition, and hopefully some patient capital, Civitas can realize its potential. I’m not making any predictions, but this feels like a course correction which both reflects the current realities in higher education and has the potential to bring the company more in line with those realities.

    Operational excellence at supporting student success is the Next Big Thing

    So colleges and universities are getting more focused on developing and supporting solid online programs that serve untapped student needs well enough to generate reliable additional revenue for the institutions. There are whole product categories of companies that are succeeding by providing various kinds of operational support for this growing focus. The variations among the commercial offerings are diverse and fast-growing enough that it is creating some confusion in the market, but a lot of that naturally comes with rapid growth and the bare-knuckled competition it engenders among vendors.

    The nascent area that shows major yet poorly defined potential for growth is in helping universities improve the baseline for (online and on-premise) student success, whether that means college completion, career advancement, or something else. I see a lot of innovation at individual institutions and from individual vendors that gets at pieces of this problem. But the sector still lacks end-to-end methodologies for restructuring our colleges and universities to optimize themselves for this purpose and continually improve at it. Learning analytics are cool. But you know what’s really cool? Students who graduate, on time, for less money, and whose education enables them to live better lives.

    That’s the next frontier in higher education. It’s a hard one, and there won’t be any magic bullets that “fix” or “disrupt” all of education. But there will be large gains in significant pockets. Universities were not designed to serve this primary purpose with excellence and efficiency in a 21st-Century world. They do surprisingly well given that fact, but we will discover some big opportunities for gains similar to the ones we see when we put an electric drive train into a conventional automobile.

    “Guess what? All that up-and-down with the cylinders, all firing at exactly the right millisecond, and then the gears and contraptions to turn the up-and-down into round-and-round? Gone. Oil changes? Gone. You have a battery, you have electric motors directly attached to wheels, you have absurd amounts of torque, and very few moving parts to wear out. The power goes straight to the wheels. All that internal combustion stuff did a great job for the last 100 years, but we can propel our wheeled vehicles with more efficiency and less complexity now.”

    We will discover opportunities to rethink and return to first principles in higher education. They won’t be tech-only; the machines we are talking about are the universities themselves, and the changes will be ones of process at least as much as of tech. These changes won’t work everywhere equally well to solve all educational problems. But the fact that colleges and universities have not been consciously and continuously optimized for their new role (and sustainability needs) means that we will find many gaps where simple changes will make outsized differences.

    This is already happening in many individual places. You will likely find at least one such story on any given week reading Inside Higher Ed or EdSurge. What we haven’t seen a lot of yet is a knitting together of the individual innovations into a methodology for operational excellence at supporting end-to-end student success. EAB is one harbinger of things to come in that regard.

    Mark my words: The institutions that figure out how to do make this transformation, and the companies that figure out how to support it, will tend to thrive in the long term. In my entire career, the only thing I’ve ever found that has come close to living up to its hype is a good education.

    More of that, please.

  • Barnes & Noble Education’s Predictive Analytics Deal With Unizin

    Barnes & Noble Education’s Predictive Analytics Deal With Unizin

    Barnes & Noble Education (BNED) announced today that they have a deal with Unizin to provide predictive analytics services through the LoudSight platform to the consortium’s member universities. As covered by Inside Higher Ed:

    BNED, as the company now likes to be called, operates nearly 1,500 bookstores, but has in recent years expanded beyond course materials. In March 2016, it acquired the software start-up LoudCloud, and it is through that company that BNED now will score a group of 22 potential new clients (or, in the cases where it already runs campus bookstores, form tighter connections with existing ones) that includes Indiana University, Pennsylvania State University and the State University System of Florida, among others.

    The deal represents a new product focus for BNED’s LoudCloud – predictive analytics – and a new financial model for Unizin. (more…)

  • GSV 2015 Review

    The basic underlying theme of the 2015 GSV Ed Innovation conference is “more is more.” There were more people, more presentations, more deal-making, more celebrities…more of everything, really. If you previously thought that the conference and the deal-making behind it was awesome, you would probably find this year to be awesomer. If you thought it was gross, you would probably think this year was grosser. Overall, it has gotten so big that there is just too much to wrap your head around. I really don’t know how to summarize the conference.

    But I can give some observations and impressions.

    (more…)