Even the most die-hard users admit to having bought some turkeys. Kris Kendall, a marketing manager in Freemont, Calif., has been labeled a "Groupon pimp" by her buddies, since she buys several offers every week and is constantly emailing her friends about terrific deals. But the occasional missteps have cost her serious money.
... "I've also let a few expire because I just never had the mojo to go -- namely, a pole-dancing workout class which I bought for a bunch of my friends, and then we never actually went."
Comments, observations and thoughts from two bloggers on applied statistics, higher education and epidemiology. Joseph is an associate professor. Mark is a professional statistician and former math teacher.
Monday, June 13, 2011
Some products simply demand a targeted approach
Sunday, June 12, 2011
Weekend Gaming -- in memoriam/elegant games
Toy Designer Ned Strongin Dies at 91
Strongin was known for designing and licensing several award-winning toys, including Connect Four, Weebles, Giggle Wiggle and the Wiggly Giggly ball. Connect Four, his most commercially successful invention, remains one of Hasbro's best-selling games.If you're not familiar with the Connect Four, here's the introduction from Wikipedia:
"Ned was regarded in the toy and game industry as one of the three post-World War II 'fathers' of external toy and game inventions, along with Marvin Glass and Eddy Goldfarb," said Phil Orbanes, president of Winning Moves Games. Orbanes worked with Strongin to license Giggle Wiggle to Hasbro Games.
Connect Four (also known as Four Up, Plot Four, Find Four, Four in a Row, and Four in a Line) is a two-player game in which the players first choose a color and then take turns dropping their colored discs from the top into a seven-column, six-row vertically-suspended grid. The pieces fall straight down, occupying the next available space within the column. The object of the game is to connect four of one's own discs of the same color next to each other vertically, horizontally, or diagonally before one's opponent can do so.It's an entertaining and genuinely challenging game and it illustrates the most fascinating attributes of what I've called elegant games: a simple rule or condition (in this case, that each column must be filled from the bottom up) can greatly increase the complexity and subtlety of a game.
A Groupon postscript
After that, it gets even more interesting.FORTUNE -- "Lets start having fun... lets get funky... let's announce everything... let's be WILDLY positive in our forecasts... lets take this thing to the extreme... if we get wacked [sic] on the ride down-who gives a shit... THE TIME TO GET RADICAL IS NOW... WE HAVE NOTHING TO LOSE..."
This is a quote from the dot-com era. It's pretty much what you'd expect a novice executive to say back then, when it was all about money and not at all about creating something good. It was written in an email by the co-founder of a company called Starbelly.com, which labeled itself a B2B provider -- back when people greeted that phrase with a straight face.In early 2000, Starbelly sold itself to another company called Ha-Lo Industries for $240 million, much of which went to the author of those words, a man named Eric Lefkofsky. Not long after that transaction, Ha-Lo declared bankruptcy. Shareholders and others blamed the Starbelly deal, and a series of lawsuits ensued.
More on McKinsey
The predictable fallout led Democrats, and several reporters, to press McKinsey for the survey itself -- a request McKinsey has declined on the grounds that the material is proprietary.
But multiple sources both within and outside the firm tell TPM the survey was not conducted using McKinsey's typical, meticulous methodology. Indeed, the article the firm published was not intended to give the subject matter the same authoritative treatment as more thorough studies on the same topic -- particularly those conducted by numerous think tanks, and the Congressional Budget Office, which came to the opposite conclusion. And that's created a clamor within the firm at high levels to set the record straight.
"This particular survey wasn't designed in away that would allow it to be peer review published or cited academically," said one source familiar with the controversy.
All sources were granted anonymity, in order to be able to speak candidly about the controversy.
Reached for comment today, a McKinsey spokesperson once again declined to release the survey materials, or to comment beyond saying that, for the moment, McKinsey will let the study speak for itself. However, McKinsey notes that the survey is only one indicator of employers' potential future actions -- that the conclusions remain uncertain and employers' future decisions will ultimately depend on numerous variables. The three authors of the report were not immediately available for comment.
Another keyed-in source says McKinsey is unlikely to release the survey materials because "it would be damaging to them."
Both sources disagree with the results of the survey, which was devised by consultants without particular expertise in this area, not by the firm's health experts.
A third source speculates that the firm may have reached its outlying conclusion by basing its questions on the firm's own advice to clients on how best to arbitrage the new reforms. Specifically, under the law, employers could devise their benefits packages in ways that makes them unappealing to lower-income employees, who would then have to enter the exchanges. Though TPM could not confirm this, the conclusion is supported by a disclosure within the McKinsey study itself.
Saturday, June 11, 2011
Reporting on methods
As someone who does research, this really bothers me. It should bother you too. Look, anybody can say what they like on a topic. They can put out a glossy report. They can claim they did a “survey” to make it sound scientifically rigorous. They can talk to the media all about it. They can stand behind their good name and reputation, if they have one. But when what they’re saying runs counter to previous experience and other credible estimates, they’d better have a good explanation.
But, McKinsey has no explanation. None. They’re stonewalling. You know what would happen to me if I tried that? Suppose I sent my new results to a journal, results that were very different from that of others, and said, “Trust me. They’re good.” Well, my paper would be laughed out of the editorial office.
And that’s as it should be. That would not be research. That would be the opposite of research. That would be indistinguishable from making things up. Well, anybody can make things up. The difference between making things up and actually doing some sound, rigorous work is the difference between fiction and reality.
It is no surprise that I, also, see the methods as being critical. Some extremely misleading associations can occur depending on how the sample was developed and how the survery was conducted. Of special concern:
"Our survey shows significantly more interest in alternatives to ESI [employer sponsored insurance] than other sources do, for several reasons," the report says. "Interest in these alternatives rises with increasing awareness of reform, and our survey educated respondents about its implications for their companies and employers before they were asked about post-2014 strategies. The propensity of employers to make big changes to ESI increases with awareness largely because shifting away will be economically rational not only for many of them but also for their lower-income employees, given the law's incentives.
So the survey educated employers on how it would be economically rational to not give health insurance and then 70% of them still decided to do so!! This is the precise opposite of the headline -- that employers will tr to keep covering employees even if it is not an optimal strategy. Probably because they want to do right by their employees.
Why is this key issue not getting a lot more attention in the interpretation of the report? And why is McKinesy's reputation not being brought into question given that they released such a report?
update: The fallout continues.
Thursday, June 9, 2011
"We've made huge advances in what they're called"*
US. American Express launched an integrated marketing campaign today showcasing the possibilities that exist within its Membership Rewards programme, with a focus on demonstrating how points are a ‘social currency’, that when redeemed help cardmembers connect to the people, experiences and things they love.* For the source of the quote, click here.
The real problem with Groupon
But as serious as these things might be, they are fixable. A management shake-up, a few smart people in the right places. I've seen business lines with bigger problems turned around and by companies with fewer resources than Groupon.
Problems with business plans are different and when you look at the bare bones core of Groupon's business plan, stripped of all the hype and obfuscation and needless complexity, Groupon is based on bringing together customers and merchants and convincing both to do something they normally hate doing: respectively, paying up front and taking a loss.
A Groupon offer is not a coupon; it's what we would normally think of as a gift card, a really crappy gift card at an exceptionally good price. How crappy? It can be used at only at a specific business (sometimes only at one location). You have to buy it on their schedule. Many if not most have expiration dates. Some even have blackouts on holidays. Finally, it can only be used one-per-visit with any unused balance being sacrificed.
People purchase these terrible cards partly because of the considerable (and non-sustainable) level of advertising and buzz; mainly, though, they buy them because the discount, both nominal and effective, is huge. (Felix Salmon has argued that the effective discount can be much smaller, but based on the offers I've received and reports from other users, it's generally easy to keep a purchase close to the offer amount.)
In other words, Groupon has huge revenue because, even when you take into account breakage, its merchant partners are offering huge discounts and certainly, in some cases, taking a loss.
What do merchants get in exchange for these discounts? The stated reason is to bring in new customers, but if that's your goal, Groupon is a terrible choice. Its customer list is enormous but of poor quality and the company hasn't even bothered to gather the data needed to do the most basic of targeting. There are any number of options using the internet and/or traditional media that will bring in a much higher percentage of the right kind of customers.
But merchants keep coming to Groupon despite its mediocre list and the fat slice it takes out of every deal (from Wikipedia):
As of 2010[update], it is difficult for local merchants to get Groupon interested in agreeing to a particular deal. According to the Wall Street Journal, seven of every eight possible deals suggested by merchants were dismissed by Groupon.
Just to be clear, merchants spend time and effort putting together offers that will probably be rejected and, if they're not, will probably bring in a lot of customers they don't want. They do this because Groupon has successfully branded itself as the next big thing.
This is not something the company stumbled into. Groupon has aggressively pursued fast growth, generated ubiquitous buzz and has done its damnedest to portray itself as part of the social media movement. The 'social' aspect of Groupon's business has always been trivial to the point of cosmetic but it plays a large, even dominant role in the public image of the company.
In one sense, Groupon's strategy has worked very well. After all, the people who started the company will almost certainly walk away with a great deal of money. Eventually, though, the company will have to make the transition to former next big thing and since being the current next big thing is an essential part of the company's model, that transition is not going to be pretty.
Wednesday, June 8, 2011
(Probably) OE's penultimate Groupon
Yet for Mr. Lefkofsky, Groupon wasn't a one-off in the lottery of high-tech wealth. It was an extension of a lifetime of starting and selling companies-- sometimes with mixed results. The process has led him to a set of guiding business principles: Enter big, fast-growing markets, change course when things aren't working and use data as your guide.Just for future reference, a lot of fast moving, information-based companies start collecting data on customers as soon as they launch."In our current environment, business and customers are changing so much faster than in the old days," he said in an interview. "You need access to information to figure out what to do next."
(I'm still having trouble believing this is a new feature.)
How exactly do you cold call a CT scan?
Here's one example among a million. The other day I went to the IPO announcement of a company that does some fairly state-of-the-art medical stuff. The company was spun off from a public institute a few years back to exploit this technology, but it's been unable to establish significant revenue or market share, or to get within shouting distance of breaking even. Meanwhile, competitors with similar technologies have gobbled up most of the market share, and one is already quite profitable. The company said it planned to raise some tens of millions of dollars with the share issue, many times its current annual expenditures and about a third of its overall market cap. And what would it do with this money? It was going to use half of it to finance a marketing drive, targeting key decisionmakers at American health-care providers and health insurers, and doctors.Why hadn't this company been able to generate significant revenues? Were its technologies inferior? No, said an independent molecular biologist I talked to. Its product was certainly as good as the competition's. Moreover, it had actually gone to the trouble of getting its technology approved by the FDA, which the competition hadn't. (In this sub-sector FDA approval isn't yet mandatory.) But it hadn't marketed itself well. It hadn't established the relationships with providers and insurers that would ensure that its product was the one they selected. Doing so would require a marketing budget of tens of millions of dollars, in a sub-sector where the entire annual market is a few hundred million dollars.
Just think about this for a minute. A medical technology company is going public to generate the money it needs to advertise its products to hospital directors and insurance-company reimbursement officers. This entails significant extra expenditures for marketing, the new stocks issued to fund the marketing will ultimately have to pay dividends, banks will have to be paid to supervise the IPO that was needed to generate the funds to finance the marketing campaign (presumably charging the industry-cartel standard 7%)...and all this will have to be paid for by driving up the price the company charges to deliver its technologies. But beyond the added expense, why would anyone think that a system in which marketing plays such a large role is likely to be more effective, to lead to better treatment, than the kind of process of expert review that governs grant awards at NIH or publishing decisions at peer-reviewed journals? Why do we think that a system in which ads for Claritin are all over the subways will generate better overall health results than one where a national review board determines whether Claritin delivers treatment outcomes for some populations sufficiently superior to justify its added expense over similar generics? What do we expect from a system in which, as ProPublica reports today, body imaging companies hire telemarketers to sell random people CT scans over the phone?
Canadian Health Care
The universal access point is important. When people talk about fear and uncertainty (for business) as being a concern, I think it could also be an issue at the individual level. After all, the fear of an unexpected dread disease appears to be a major concern for most people. How much better would it be if we could eliminate these concerns by breaking the link between health coverage and employment while controlling costs in an effective manner?
The most startling thing in Dr. Carroll's graphs was that physicians are beginning to emigrate to Canada (on net). So even the medical care specialists (with requisite wage controls) seems to like the system.
Cap'n Crunch -- the Movie (you know they'll get around to it eventually)
Constantine von Hoffman summarizes the latest crop of films based on consumer goods:
Universal is set to make Ouija with the single-named director McG (Terminator Salvation) in line to join TRON: Legacy writers Edward Kitsis and Adam Horowitz — not the guy from the Beastie Boys, who’s Adam Horovitz, with a “v”. And this is all under the watchful eye of Michael Bay’sThe back story here (which is much more interesting than any of these movies are likely to be) involves innovation, demographic shifts, winnowing processes, business psychology and a truly nasty collective action problem, but the upshot is a situation where name recognition of any kind is given far more weight by studio executives than can be justified by modelling or common sense.
- production company.
- Ridley Scott is developing Monopoly. Yes, the Ridley Scott who made Aliens and Gladiator. Lord, I wish I could make up stuff this good.
- Jonathan Aibel and Glenn Berger, who co-wrote that timeless classic, Kung-Fu Panda 2, have said they are working on the Candy Land script. No, a gun was not being held to their heads when they said this. What a strange question.
On the bright side, a Cap'n Cruch movie should produce a nice check for the estate of Jay Ward.
Tuesday, June 7, 2011
Uncertainty and default -- another "if you don't post it someone else will"
Stan Collender and James Kwak are also on the case.Personally, I’m not very convinced of the “business confidence” theory of the weak recovery.
I would myself lay much more emphasis on economic factors like: (i) the continuing destruction of American consumer wealth as housing prices deflate; (ii) the burden of rising oil prices; (iii) the collective decision of American consumers to increase their saving by 6 points of personal income – a laudable decision, but one that subtracts a lot of demand from the economy.
But if I were a believer in the business confidence theory, here’s the counter-question I’d put to Michael Barone:
Which is more likely to subtract from business confidence: a lame speech by the president – or a highly credible and sustained threat by the majority party in the House of Representatives to force a default on the debts, contracts, and other obligations of the United States?
Adverse selection, misaligned interests and Groupon
As you might have guessed, we here at OE are starting to get a bad feeling about Groupon's business plan, particularly given that the company's success relies on targeting customers but the company has badly mismanaged the collection of the most rudimentary of customer data.
Another challenge the company faces is adverse selection. In order to be sustainable, Groupon has got to connect merchants with the right kind of customers. If the people who reply to offers are mainly bargain hunters, merchants will realize that these huge discounts aren't worth the money and the whole system will collapse.
You would expect Groupon to try to target 'future regulars' with pitches like "Looking for an excuse to try something new?"
Instead we get this:
This is, admittedly, a small thing, but it shows, at the very least, an inattention to detail and, at worst, a willingness to prioritize getting another email address over protecting the interests of Groupon's merchant partners.
The people behind Groupon have proven extraordinarily adept at running up big numbers and generating hype, but they have shown remarkably little interest in setting up a sustainable, profitable company. Their targeting strategies would have been considered somewhat primitive a decade ago. Their attitude toward customer data is nonchalant (see here for examples of both). They've used a carpet bombing approach to advertising (including the inevitable Super Bowl ad) which generates large email lists but seldom produces high quality ones.
All of this makes me wonder if these people are more focused on the stock price in 2012 than in the solvency of the company in 2020.
Sawdust in the transmission
Which gave me an excuse to dredge up another favorite bit of Southern pop culture...
[if you have trouble viewing this on your browser -- and thanks to Blogger you probably will -- you might want to view or download it at Internet Archive]
Trivia bonus points: Griffith has said this was his favorite episode.
p.s. This is a public domain copy that doesn't include rights to the theme. You might want to mute the first thirty seconds or so.