Category: Education
Is there a shortage of STEM workers in the United States?
Via Matt, Hal Salzman, Daniel Kuehn, and Lindsay Lowell suggest there is no shortage because we do not observe significant wage rises for STEM workers. That’s a fact worth knowing and I am happy to praise the study in that regard. But it’s painting the basic worry into too narrow a box with its use of the word “shortage,” interpreted so literally.
The core claim is that STEM sectors will be those which produce the future social increasing returns for the economies which house them. If true (I am not trying to prejudge this), that means we should invest in both more STEM workers and more complementary inputs, whether that be particle colliders, NIH funding, the right broadband infrastructure, legalizing driverless cars, better IP law, tougher schools, or whatever. With the new, additional STEM workers, and the complementary inputs, America will (supposedly) be much better off.
To point out that the current supply of STEM workers stands in proper proportion to the other inputs suggests only that we are at a local optimum, not a global optimum. Similarly, it could have been pointed out that, before the rise of Hyundai, South Korea had just the right number of auto workers (not many) for their factories (also not many). That could have been true enough, but still investing in more auto factories and more auto workers was for Korea a very good path forward.
On top of all that, the report shows a worrying lack of concern about the notion of an economic margin. Even without boosts in the complementary inputs, more STEM workers still can be put to good use, even if there is no “shortage” today.
Here is a related post by Adam Ozimek. And Daniel Kuehn responds.
A short history of economics at U. Mass Amherst
From Dylan Matthews. Here is an excerpt:
The tipping point, Wolff says, was the denial of tenure for Michael Best, a popular, left-leaning junior professor. “He had a lot of student support, and because it was the 1960s students were given to protest,” Wolff recalls. That, and unrelated personality tensions with the administration, inspired the mainstreamers to start leaving.
That created openings, which, in 1973, the administration started to fill in an extremely unorthodox way. They decided to hire a “radical package” of five professors: Wolff (then at the City College of New York), his frequent co-author and City College colleague Stephen Resnick, Harvard professor Samuel Bowles (who’d just been denied tenure at Harvard), Bowles’s Harvard colleague and frequent co-author Herbert Gintis, and Richard Edwards, a collaborator of Bowles and Gintis’s at Harvard and a newly minted PhD. All but Edwards got tenure on the spot.
…Under those five’s guidance, the department came to specialize in both Marxist economics and post-Keynesian economics, the latter of which presents itself as a truer successor to Keynes’s actual writings than mainstream Keynesians like Paul Samuelson. “When I got there, the department basically had three poles,” said Gerald Epstein, who arrived as a professor in 1987. “There was the postmodern Marxian group, which was Steve Resnick and Richard Wolff, and then there was a general radical economics group of Sam Bowles and Herb Gintis, and then a Keynesian/Marxian group. Jim Crotty was the leader of that group.” Suffice it to say, most mainstream departments have zero Marxists, period, let alone Keynesian/Marxist hybrids or postmodern Marxists.
How good are schools in Guinea-Bisseau?
Not that good. Here are some new results from Peter Boone, Ila Fazzio, Kameshwari Jandhyala, Chitra Jayanty, Gangadhar Jayanty, Simon Johnson, Vimala Ramachandrin, Filipa Silva, Zhaoguo Zhan:
We conducted a survey covering 20% of villages with 200-1000 population in rural Guinea-Bissau. We interviewed household heads, care-givers of children, and their teachers and schools. We analysed results from 9,947 children, aged 7-17, tested for literacy and numeracy competency. Only 27% of children were able to add two single digits, and just 19% were able to read and comprehend a simple word. Our unannounced school checks found 72% of enrolled children in grades 1-4 attending their schools, but the schools were poorly equipped. Teachers were present at 86% of schools visited. Despite surveying 351 schools, we found no examples of successful schools where children reached reasonable levels of literacy and numeracy for age. Our evidence suggests that interventions that raise school quality in these villages, rather than those which target enrollment, may be most important to generate very sharp improvements in children’s educational outcomes.
On the bright side here are some true chances for low-hanging fruit.
Apprenticeships need more respect
Ed Luce in the FT reports on increased interest in the German model of apprenticeships:
Germany channels roughly half of all high-school students into the vocational education stream from the age of 16….More than 40 per cent of Germans become apprentices. Only 0.3 per cent of the US labour force does so.
Luce, however, thinks that “In the US that would be seen as too divisive, even un-American.” In the United States we obsess about getting a college degree so much that anything else looks like second best. But what is so special about college? As I said in Tuning in to the Dropping Out:
The U.S. has paved a single road to knowledge, the road through the classroom. “Sit down, stay quiet, and absorb. Do this for 12 to 16 years,” we tell the students, “and all will be well.” Most of them, however, crash before they reach the end of the road–some drop out of high school and then more drop out of college. Who can blame them? Sit-down learning is not for everyone, perhaps not even for most people. There are many roads to knowledge.
German apprenticeship students are well-educated, highly skilled and employable and they are in no way second-class relative to college graduates. Going to college is neither necessary nor sufficient to be well educated. Moreover, as Luce goes on to note, even for those who do complete a college degree, all is well no longer.
Fifteen per cent of taxi drivers in the US have a degree, up from 1 per cent in 1970. Likewise, 25 per cent of sales clerks are graduates, against 5 per cent in 1970. An astonishing 5 per cent of janitors now have a bachelor’s degree.
Online Education Trumps the Cost Disease
In a large, randomized experiment Bowen et al. found that students enrolled in an online/hybrid statistics course learned just as much as those taking a traditional class (noted earlier by Tyler). Perhaps even more importantly, Bowen et al. found that the online model was significantly less costly than the traditional model, some 36% to 57% less costly to produce than a course using a traditional lecture format. In other words, since outcomes were the same, online education increased productivity by 56% to 133%! Online education trumps the cost disease!
Bowen et al. caution that their results on cost savings are speculative and it is true that they do not include the fixed costs of creating the course (either the online course or the traditional course) so these cost savings should be thought of as annual savings in steady-state equilibrium. The main reason these results are speculative, however, is that Bowen et al. only considered cost savings from faculty compensation. Long-run cost reductions from space savings may be even more significant, as the authors acknowledge.
Bowen et al. also do not count cost savings to students. Based on my work with Tyler at MRUniversity, I argued in Why Online Education Works that students in online course can learn the same material in less time. Consistent with this, Bowen et al. found:
…that hybrid-format students took about one-quarter less time to achieve essentially the same learning outcomes as traditional-format students.
A 25% time-savings is significant. Moreover, the 25% time-savings figure is in itself an underestimate of savings since it does not include the time savings from not having to drive to class, for example.
Online education even in its earliest stages appears to be generating large improvements in educational productivity.
Arnold Kling’s new book on Kindle
It’s called The Three Languages of Politics. It’s an extended take on the three-axis model. Get it! Write a charitable review! Use this post to give me your comments!
How are American parents different?
The biggest difference between American parents and their counterparts in Europe might be that they are far more relaxed about enrichment than we are, according to a study released this week by Sara Harkness and Charles M. Super at the School of Family Studies at the University of Connecticut.
Not only are Americans far more likely to focus on their children’s intelligence and cognitive skills, they are also far less likely to describe them as “happy” or “easy” children to parent.
“The U.S.’s almost obsession with cognitive development in the early years overlooks so much else,” Harkness told Slate .
For part of their research, the authors focused just on parents in the United States and the Netherlands. The differences are stark: American parents emphasized setting aside “special time” with each of their children, while Dutch parents spent a few hours each day together with their kids as an entire family.
…American parents were the only ones to consistently mention their children’s advanced intellect, while other countries focused on qualities like “happiness,” being “easy” to manage, or the even more zen-like “well-balanced,” in Italy. (Italians also used the word simpatico, a group of characteristics suggesting social and emotional competence).
The article, by Olga Khazan, is interesting throughout and for the pointer I thank an excellent and loyal MR reader.
Max wants to know what to do
Max has me stumped. I promised him an answer months ago, but I’ve come up with nothing of value, other than perhaps citing Adam Smith on alienation and the division of labor. I’ve felt guilty ever since and I suppose today is the day I fess up to having no good response at all. Here is his initial email:
1) As a fairly recent graduate of an Ivy League institution (with a bachelor’s degree), most of my classmates seemed to have some idea that career and life path choice should be driven by a “passion” such that the right choice is self-evident to the chooser. What does this belief mean to you as a social scientist?…
For question two, then, you may sense where this is going…
2) Assume I have no such passion. Furthermore, I am a fairly well-qualified young generalist.* What paths should most appeal to me if my goal is to maximize doing “interesting” work? Doing meaningful work? Achieving social status? (Which of these goals should be primary?) Need I try to develop a passion before selecting a life path/career, and if so how do I do it?
All the best,
Max*Two years out with a BA from an Ivy League school. Top 10% of the class but not an academic rock star. A record of primarily reading/writing-intensive courses, as well as basic to intermediate economics, calculus, statistics, a proofs course. Time spent abroad in study and travel, though no foreign language fluency. Two years in the private sector with a decent amount of analytic and management experience, but without a big name behind it.
Max is hardly doomed. Still, reading emails such as Max’s makes me more of a determinist. He seems to have a meta-preference for more career passion, but no way of getting there. I would tell Max to at least consider the world of consulting (and here is Robin Hanson on same). I also would tell him that meta-preferences are overrated, as there is no reason per se to side with the meta-preference over the preference. Passion isn’t a value in and of itself.
What other advice can you all give?
Inform pedestrians, not drivers
From Sacha Kapoor and Arvind Magesan (pdf):
Most empirical studies on the role of information in markets analyze policies that reduce asymmetries in the information that market participants possess, often suggesting that the policies improve welfare. We exploit the introduction of pedestrian countdown signals – timers that indicate when traffic lights will change – to evaluate a policy that increases the information that all market participants possess. We find that although countdown signals reduce the number of pedestrians struck by automobiles, they increase the number of collisions between automobiles. We also find that countdown signals caused more collisions overall. The findings imply welfare gains can be attained by revealing the information to pedestrians and hiding it from drivers. We conclude that policies which increase asymmetries in information can improve welfare.
Hat tip goes to @m_sendhil.
University of Chicago follows George Mason
The University [of Chicago] turns a former seminary into a new home for economics.
…When the refurbished building reopens in 2014, the economics department and Becker Friedman Institute for Research in Economics will have a spectacular space. Planned upgrades include a cloister café, LEED certification, high-tech classrooms in old library and chapel areas, and more.
Some of you will know that the Fairfax offices of Alex and me are in the space of a former church (scroll down to 1960)…
Here is more information and an interview with the architect. For the pointer I thank Mike Tamada.
Levitt and Fryer on race and IQ
From their April 2013 AER piece:
Analyzing these data, we find extremely small racial differences in mental functioning of children age 8 to 12 months. Absent controls, the mean white infant outscores the mean black infant by 0.055 standard deviation units — only a sliver of the one-standard-deviation racial gap typically observed at older ages. The raw scores for blacks are indistinguishable from Hispanics and Asians, who also slightly underperform whites. Adding interviewer fixed effects and controls for the child’s age, gender, socioeconomic status (SES) and prenatal circumstances further compresses the observed racial differences. With these covariates, we cannot reject equality in test scores across any of the racial/ethnic groups examined.
The piece is titled “Testing for Racial Differences in the Mental Ability of Young Children.” Versions of the piece are here, but I believe the final version is not yet in jstor.
Note that to the extent you treat parental IQ as affecting the IQ of the child through environment, these results are consistent with a wide variety of accounts of racial gaps in IQ. Still, there is no serious evidence, from these results, against the claim that the measured racial IQ gap is due to environment and environment alone.
Edward Luce has lunch with Michael Sandel
I ask Sandel whether he does anything in his own life to make the world less money-minded. He begins a couple of answers but peters out. I suggest that he makes all his lectures free online. “Yes, that’s one thing,” he agrees. After our lunch I see that Sandel is listed on Royce Carlton, a speaker’s agency, as one of its big names (without apparent irony, a posting by the agency last year said Sandel was available to lecture “at a reduced fee in conjunction with his new book, What Money Can’t Buy”).
The rest of the meal is presented here, possibly behind an FT gate; Sandel opted for Legal Seafood and Luce ordered fish and chips.
Does anyone give money to charity efficiently?
Scott Alexander meets up with Robin Hanson and reports from the front:
Then Robin Hanson of Overcoming Bias got up and just started Robin Hansonning at everybody.
…One of his claims that generated the most controversy was that instead of donating money to charity, you should invest the money at compound interest, then donate it to charity later after your investment has paid off – preferably just before you die, since donating money after death is legally complicated. His argument, nice and simple, was that the real rate of return on investment has been higher than the growth rate for 3000 years and this pattern shows no signs of changing. If you donate the money today, your donation grows with the growth rate, but if you invest it, it grows with the interest rate. He gave his classic example of Benjamin Franklin, who put his relatively meager earnings into a trust fund to be paid out two hundred years later; when they did, the money had grown to $7 million. He said that the reason people didn’t do this was that they wanted the social benefits of having given money away, which are unavailable if you wait until just before you die to do so.
…Then he started talking about how you should only ever donate to one charity – the most effective. I’d heard this one before and even written essays speaking in favor of it, but it’s always been very hard for me and I’ve always chickened out. What Robin added was, once again, a psychological argument – that the reason this is so hard is that if charity is showing that you care, you want to show that you care about a lot of different things. Only donating to one charity robs you of opportunities to feel good when the many targets of your largesse come up and burdens you with scope insensitivity (my guess is that most people would feel more positive affect about someone who saved a thousand dogs and one cat than someone who saved two thousand dogs. The first person saved two things, the second person only saved one.) In retrospect this is absolutely true and my gibbering recoil at this problem isn’t just Yet Another Cognitive Bias but just good old self-interest.
The post is interesting throughout, and the hat tip goes to Geoffrey Miller, @MatingMind.
The hybrid educational model works
This is from the new William G. Bowen book, Higher Education in the Digital Age:
…we found no statistically significant differences in standard measures of learning outcomes (pass or completion rates, scores on common final exam questions, and results of a national test of statistical literacy) between students in the traditional classes and students in the hybrid-online format classes…This finding, in and of itself, is not different from the results of many other studies. But it is important to emphasize that the relevant effect coefficients in this study have very small standard errors…what we have here are “quite precisely estimated zeros.” That is, if there had in fact been pronounced differences in outcomes between traditional-format and hybrid-format groups, it is highly likely that we would have found them.
Note also that this finding holds across various subgroups of the basic student population, including students from families with incomes below 50k a year, first-generation college students, non-white students, and students with GPAs below 3.0.
The core report is here.
What’s the best sentence ever formed?
That was the topic of a recent Quora forum (by the way may I officially announce that Quora seems to have succeeded? Would it be so bad to spend less time with your Google Reader and more time browsing Quora?), and here was the top pick:
“I do not know where family doctors acquired illegibly perplexing handwriting; nevertheless, extraordinary pharmaceutical intellectuality, counterbalancing indecipherability, transcendentalizes intercommunications’ incomprehensibleness.”
(Dmitri Borgmann, Language on Vacation: An Olio of Orthographical Oddities. Scribner, 1965)
This is a ‘rhopalic’ sentence: A sentence or a line of poetry in which each word contains one letter or one syllable more than the previous word.
File under “Very good sentences’! If I understand the Quora system correctly, that was from Ramnath Ragunathan.
Nishit Jain has the runner-up:
Buffalo buffalo Buffalo buffalo buffalo buffalo Buffalo buffalo.
No, really. There’s a whole Wikipedia page on it – Buffalo buffalo Buffalo buffalo buffalo buffalo Buffalo buffalo
The sentence’s intended meaning becomes clearer when it’s understood that it uses the city of Buffalo, New York and the somewhat-uncommon verb “to buffalo” (meaning “to bully or intimidate”), and when the punctuation and grammar is expanded so that the sentence reads as follows: “Buffalo buffalo that Buffalo buffalo buffalo, buffalo Buffalo buffalo.” The meaning becomes even clearer when synonyms are used: “Buffalo-origin bison that other Buffalo bison intimidate, themselves bully Buffalo bison.”
The entire thread is worth reading, and in your spare time you can ponder why most of the best answers come from individuals with names from the subcontinent. Here is the contribution of Veekas Shrivastava, listed as an elementary school chess player (retired):
A little grammar puzzle:
“that that is is that that is not is not that is it is it not”
Correctly punctuated: “That that is, is. That that is not, is not. That is it, is it not?”
Here is from Sugavanesh Balasubramanian:
“However, this valorous visitation of a by-gone vexation, stands vivified and has vowed to vanquish these venal and virulent vermin vanguarding vice and vouchsafing the violently vicious and voracious violation of volition.”
So there.