Podcast on Engineer’s Mindset and Soft Skills

Roger Forsgren recorded “Professional Skills To Rewire the Engineer’s Mindset” on the ContraMinds podcast (Released July 29, 2023)

Roger Forsgren is a retired Chief Knowledge Officer of NASA. He was a director of Academy of Program, Project and Engineering Leadership at NASA. Roger is also an undergraduate with a liberal arts degree, a mechanical engineering degree… the author of … “When Graduation is Over, Learning Begins – Lessons for STEM Students and Professionals”.

In this episode, Swami & Roger discuss the importance of having a liberal arts background for an engineer, foundational skills needed for successful engineers, how communication skills, decision-making skills, and working with people are as important as number crunching, and where empathy can help achieve efficiency in an imperfect world filled with vulnerable people.

  • Forsgren does not see education as primarily a signaling exercise. Engineers need to know math and they learn much of it in school. Forsgren thinks of communication as a skill that can be learned, although I don’t think he would say that a traditional classroom is the only place to do that learning. Extra curricular activities probably play a role in developing social skills, and traditional school can be a good place to get that practice.
  • Forsgren: “I’d be wasting my time if I tried to train NASA engineers in calculus… they know it already… In the past it’s always been called soft skills [and that turns people off]… what we do is we change that to ‘professional skills’ and this is something I think is ideal for an engineer because an engineer has a choice in their career… [you can just do the analytics and math] but if you want to move ahead in your career, if you want to become a manager… you really have to develop the post-professional skills of leadership and communication…”
  • He has a section on former president Herbert Hoover. Forsgren said Herbert Hoover was the Elon Musk of his day. Hoover was extremely successful as an engineer, and even in some government positions relating to war and logistics. Then Hoover was a bad American president because of his poor communication skills. “He couldn’t lie… he had a hard time talking to people…”
  • I have looked into the skills gap and computer engineering. Resources include my blog on Andrew Weaver who has a great survey on soft skills and IT, my CGO policy paper on The Slow Adjustment in Tech Labor: Why Do High-Paying Tech Jobs Go Unfilled?, and my experiment Willingness to be paid: Who trains for tech jobs?
  • Forsgren has a lot of patience and compassion for people who don’t have naturally good social skills. If you don’t think you are great with people, then I recommend this short blog on Lucidity (HT: Tyler) by Leber. Leber’s portrait of a husband and wife misunderstanding each other could apply to people on either side of the Israel-Palestinian conflict right now.

We Should Pay for Good Journalism

This week the NYT likely misreported a geopolitical event and ran a misleading photo to go with it.

NYT Uses Photo of Wrong Location for Hospital Story by David Zweig on Substack

U.S., Experts Say Evidence Suggests Palestinian Militants’ Rocket Hit Gaza Hospital (WSJ)

The NYT has run a kind of response.

This makes me think of Putin’s failed assault on Kyiv. Putin has succeeded in getting many thousands of people killed, but his initial goal of the invasion was not achieved. Putin was 70 years old when he thought he could take Kyiv in 2022. He had photos in mind, but probably with the old kind of newspaper reporting and Soviet-style control over media. Now every villager holds up an iPhone and livestreams marauding soldiers. However, if you go to the Wikipedia timeline of events, you can see how important “traditional” journalism still is. Sources include the New York Times and Al Jazeera (based in Doha, Qatar). Paying for journalism affects the world. Saying what journalists “should” be doing without paying for any newspaper subscriptions has less of an effect I would think.

Fear of the Unknown and Fear of the Known

Alfred Hitchcock’s ‘Psycho’ famously omits graphic violence. You never see the bad guy stab anyone – though it’s heavily implied. Some say that this accounts for the impact of the film. The most thrilling parts are left to the viewer’s imagination. And a person’s imagination can be pretty terrifying. The delight of the unseen was especially appropriate at a time of 13 inch televisions and black-and-white movies. If the graphics on the screen couldn’t carry the movie, then the graphics in a person’s mind would do the trick.

Fast forward to ‘Burn Notice’. I don’t watch this show, but my in-laws do. They have a huge TV with a super high resolution. The TV has a diagonal span that almost surpasses my height. I’m short, but not that short. This is a big TV.  I’ve only seen Burn Notice at their house. It strikes me as poorly acted, poorly written, and self-serious to the point of absurdity. I keep expecting that self-referential nod to the open secret that the show is ridiculous, but it never comes. It’s a bad show. From all that I can see in high definition, there’s nothing worth seeing.

What is so good that I watch? Although I’m seven years late, I’ve recently been watching Marvel’s Luke Cage. Being a superhero show, some of the standards are lowered. The script is weak at times, the acting is OK, and the plot has some credibility holes. But the point of the show is to explore a world in which superheroes exist, and one of them happens to live in Harlem. Luke Cage is part of the earlier Marvel cadre of post-acquisition-by-Disney shows that also includes Iron Fist, Daredevil, & Jessica Jones. These shows are less tongue-in-cheek and comedic than the later shows like Loki, Wandavision, or Moon Knight. I enjoy watching Luke Cage on a small 40 inch television, and occasionally on my phone.  

Then I stayed at an Airbnb last weekend that had a HUGE TV. This thing easily had a diagonal measure that surpassed my height. After getting the kids down and answering emails, I sat down to enjoy my current go-to show before hitting the hay. And dang it if I wasn’t distracted the entire time. On this massive screen I could see every pore on everyone’s face and every blank stare parading as acting. I could see each and every glare of poor lighting and every character’s ill-timed reply and change of expression.  Most of the show is one big charade.

Much to my dismay, I had discovered that I was watching ‘bad tv’. Let me be clear. I’m not supposed to watch bad tv. That’s the realm of those other people. But me? I have enlightened preferences and a refined pallet. I’m not a person who watches bad tv. But that grandiose self-conception has been dashed by this serendipitous visit to a nice Airbnb.

I’ve had some time to dwell on my new revelation and this is what I’ve settled on. First, I’m going to keep watching Luke Cage on my small TV and I’m going to enjoy it. There is little that I can do now about the nagging knowledge that, given a higher resolution, it’s not a good show. You can’t unknow things. Second, maybe Burn Notice isn’t a bad show. Maybe it’s just a bad show when I can see too much detail, such as on my in-law’s TV. Maybe I would enjoy it on a TV with lower resolution. Regardless, I’m not going to watch it.

Third, now I have a new margin of preference over shows and movies. Now I consider whether a show or movie would be helped or hurt by more visual detail. Quick-paced, big-budget action shows like Jack Ryan are probably better in greater detail. Game of Thrones is probably better as a 4k experience. But shows in which the comedy or the drama unfolds by virtue of the circumstances, rather than the visual spectacle, are probably best watched at a lower resolution. When the audience experience hinges on implications and connections that occur in the viewer’s mind, that’s probably a better show at a lower resolution. Luke Cage is a ‘good’ show in low-res. In high-res, I’m afraid that see too much.

When Hitchcock omitted visual detail, he leaned on the mind’s eye to fill in the gaps. He was guiding the brain toward conjuring the unnerving scenes that he could not as easily mimic on screen. Advances in home entertainment have moved the goalpost. A more detailed viewing experience changes the type of shows that we are willing to watch because we have a new criteria for fitness. The supply side response on the part of studios is that shows lacking visual stimulation will need to lean more on the mind’s eye and our interpretations of social interactions in order to for audiences to experience the best version of the show. Because the best version won’t be in front of us. We know too much.

Poland’s Electoral Catalyst

The latest Global Valuation update this week shows that Poland (along with Colombia) has some of the world’s cheapest stocks. Their overall Price to Earnings ratio is 8, compared to 28 for the US:

Does this mean Polish stocks are a good deal, or that investors are rationally discounting them as being risky or slow-growing? After all, they had a low P/E ratio last time I wrote about them too.

Stocks can rise either based on higher investor expectations (higher P/Es) or improved fundamentals (earnings rise, investors see this and bid up the price, but only enough to keep the P/E ratio roughly constant). Over the past year Polish stocks have done the latter; I bought EPOL (the only ETF I know of that focuses Poland) a year ago because its P/E was about 6. Since then its up 70% and the P/E is still… about 6.

Why haven’t investors been excited enough about this earnings growth to bid up the valuation? I think the biggest concern has been political risk, given that the ruling Law and Justice party has been alienating the EU and arguably undermining the rule of law and finding pretexts to arrest businessmen critical of the government.

The recent Polish election promises to change all this. A coalition of ‘centrist’ opposition parties won enough votes to oust the current government, and Washington, the EU, and business seem relieved:

As Europe’s sixth-largest economy, a revitalised pro-EU attitude in Poland would be particularly welcome.

“It will be a positive development for sure because it will unlock the (EU) money that has been withheld and reduce a lot of the tension that has been created with Brussels,” said Daniel Moreno, head of emerging markets debt at investment firm Mirabaud.

Some 110 billion euros ($116 billion) earmarked for Poland from the EU’s long-term budget and the post-pandemic Recovery and Resilience Facility (RRF) remain frozen due to PiS’ record of undercutting liberal democratic rules.

The case for optimism is an influx of EU funds, less risk for business, and an appetite for higher valuations among Western investors who no longer dislike the government.

Being an economist I also have to give you the “other hand”, the case for pessimism: the new government hasn’t actually formed yet, meaning the current one still has the chance for shenanigans; population growth has been strong recently with the influx of Ukrainian refugees, but it is likely to go negative again soon; and EPOL is almost half financial services, which have relatively low P/E even in the US right now.

Nothing is guaranteed but this is my favorite bet right now. I find it amusing that this “risky” emerging market has had a great year while “safe” US Treasury bonds are having a record drawdown (easy to be amused when I don’t own any long bonds and they have done surprisingly little damage in terms of blowing up financial institutions so far). I emphasize the investing angle here but hopefully this signals a bright future for the Polish people.

Disclaimers: Not investment advice, I’m talking my book (long EPOL), I’ve never been to Poland and I’m judging their politics based on Western media reports

Kids Are Much Less Likely to Be Killed by Cars Than in the Past

On X.com Matt Yglesias posted a chart that sparked some conversation about child safety:

Of course, it was probably more his comment about the “rise of more intensively supervised childhood activities” that generated the feedback and pushback. And I assume his comment was partially tongue-in-cheek, as often happens on Twitter, and designed to generate that very discussion. Still, it is worth thinking about. Exactly why did that decline happen?

I’ve posted on this topic before. In my March 2023 post, I looked at very broad categories of child death. While all death categories have declined, about half of the decrease (depending on the age group, but half is about right) is from a decline in deaths from diseases, as opposed to external causes. And fewer disease death can largely be attributed to improvements in healthcare, broadly defined. Good news!

Of course, that means that about half of the decline is from things other than diseases. What caused those declines? Let’s look into the data. Specifically, let’s look into the data on deaths from car accidents.

Continue reading

Why Is Stock Market Volatility ( VIX ) So Low?

What is the VIX and why should you care? The CBOE Volatility Index (VIX) is a measure of the expected near-term price swings in the S&P 500 stock index (SPX). The VIX value is derived from the prices that market participants are willing to pay for options that expire roughly 30 days in the future. Typically, movements upward in VIX correspond to movements downward in broad market averages, since price volatility is usually associated with some “problem” cropping up. During market turbulence, the VIX can shoot up very high, very fast, with a percentage of change far higher than for stock prices.

The VIX is know as the “fear gauge,” since it provides a standardized measure of market volatility expectations. It is thus a number that conveys significant information about the attitudes of market participants. Also, it provides opportunities for investors to make (or lose) a lot of money quickly. You cannot invest directly in the VIX (it is just a calculated number), but you can buy/sell VIX futures and options on those futures. Also, there are convenient funds that buy (e.g., VXX) or short (e.g., SVIX) the VIX futures. Because the VIX makes much bigger percentage moves than stock themselves, you can make a killing with a modest investment, providing you get the timing right.

For instance, over the past twelve months, the SPY S&P 500 fund has gone up by about 18%, so $10,000 would have gone to $11,800. That’s pretty nice. But in that same period, SVIX went up by 143%, which would take $10,000 to $24,300 (see below).  (Nerdy notes: (a) SVIX shorts the VIX, so it generally goes up when VIX goes down, i.e., when stocks go up. (b) There is another factor with SVIX called the monthly roll, when tends to make it rise something like 2-4% a month on average. This monthly roll factor is layered on top of the rise and fall in SVIX value based on VIX level. So even if VIX is flat, SVIX may go up something like 30% in a year. )

SVIX and SPY share prices for the past year. Source: Seeking Alpha

Of course, the price swings on SVIX cut both ways. It is down hugely from its highs a month ago, as VIX has increased from roughly 14 to 20. You can go even more crazy by purchasing/shorting VIX-related funds like UVXY that are leveraged at more than 1.0X.

Even you were even more clever, you could have made even more, much more, by working VIX options. Also, if you just want to hedge your stock portfolio against sudden drops, it is often more economical to do that by buying (call) options on the VIX, than by buying (put) options on the stocks (e.g., SPX, SPY) themselves.

During long periods of market stability, the VIX tends to slowly drift downward, to an asymptote  somewhere in the 12-13 range. For example, in the five-year plot below, VIX spend much of 2019 around 13, then shot up over 80 within a month when the scope of the COVID pandemic became apparent. It then drifted downwards (with many spikes along the way, especially during the big bear market of 2022), getting down to around 14 for much of June-September of this year.

VIX Level for past five years. Source: Seeking Alpha.

It is notable for VIX to be this low, considering a number of serious current market concerns (the relatively high valuation of the stock market, stubborn inflation, hawkish fed, gridlock in Washington, etc.). And now with serious conflict in the Middle East resulting from the massive attacks on Israeli civilians, the VIX has so far only risen to 20.

A number of market commentators have noted the seemingly anomalously low level of the VIX, and have proffered various explanations. They observe that macroeconomic outlook continues to look probably OK. They also point to some fundamental changes in the stock market operations. One factor is the rise of zero-day options, very short-term stock options that expire within one day. More of the speculative action has gone to those options, with proportionately less in the month-out options that drive the VIX.

Also, the stock exchanges have implemented various “circuit-breakers,” which halt trading for specified time periods, if swings in stock prices get out of hand. This gives participants a chance to cool off and recalibrate, and not have to make frantic, quick (possibly losing) trades in order to protect themselves. Here is a diagram illustrating these circuit breakers, which are triggered by big moves in the broad S&P 500 stock average:

 Source: Seeking Alpha, article by Christopher Robb

There are also Limit Up/Limit Down (LULD) rules in place that temporarily halt trading in an individual stock if its price swings exceed some designated band.  is designed to stop excess volatility in a single stock.  With these protective circuit-breakers in place, market participants seem less worried about huge price swings coming at them, and hence may feel less of a need to “buy insurance” by purchasing options. This suppression of stock option prices in turn leads to a lower calculated VIX.

As usual, this blog post is not meant to be advice to buy or sell any security. (And seriously, the “never bet more than you can afford to lose” rule applies doubly with the high-volatility products discussed here).

What’s the closest substitute for a firearm?

For those earnestly interested in addressing issues surrounding firearms in the United States (and not just aligning with a political coalition), this working paper from Moshary, Shapiro, and Drango (MSD from here on) is an absolute must read. The technical moves are an interesting overlap of industrial organization economics and marketing analytics, but the punchlines all hit on the same topic: how do current and possible future firearms owners respond to prices for different products? When MSD estimate the price elasticities for different firearms, they are in effect asking one of those deep questions in economics that is always lying below the surface: are these goods substitutes?

It’s uncanny how much of the disputes within economic policy and regulation come down to how one defines substitutes. Is Coca-Cola a monopoly? Well, that depends on whether or not you think Pepsi or water is a close enough substitute. Should vapes be banned? That depends on how much demand you think will shift over to traditional cigarrettes. No matter your thoughts on marijuana legalization, I promise you the marketing and lobbying wings of the largest alcohol distributors have invested a lot in determining if cannabis is a substitute for their products (spoiler: it is).

Should assault weapons be banned? I am on the record as saying they should be, but the results in MSD give me pause. The bulk of firearms deaths are from handguns, and the bulk of people in the market for an assault rifle point to a handgun as their next-best alternative if an assault rifle is not an option. Would an assault rifle ban have the unintended consequence of pulling more handguns into the market and, in turn, create more firearms deaths?

This is not an easy question to answer because we haven’t actually taken the time to define the good. And by define the good, I mean define the bundle of attributes actually being purchased. The most obvious attribute of a firearm is the ability to point it at a living creature and take away its entire future. That it is such a chilling capacity that we sometimes fail to fill in the rest of the ledger. Firearms are a source of personal security, no small detail for isolated individuals. They are a means of pest control, an absolute necessity for anyone farming or raising smaller livestock. They are a way of signaling your group identity to others. Of affirming your idependence and strength. They are collectable, both as historical vintages and customizable baubles. They are highly effective at hunting game. They are fun to shoot at targets.

All of that means that when we consider banning, regulating, or taxing a specific class of firearm, we have to think really hard about the bundle of attributes being purchased and consumed, and what the next best alternative is for each customer shifted to a different product on the margin. The outcomes are perhaps more unpredictable than is often considered. Who is the marginal customer and what exactly is it that they want?

Consider a ban on assault rifles. Some will shift their demand to the black market. Despite the obvious danger in a group of individuals who illegally purchase high power firearms, we can actually ignore them at this stage because there’s no option where they don’t acquire assault weapons. What about the rest? Some are desperate to protect their homes. Hopefully they will be easier to persuade now that a shotgun is their best option (pro tip: it always was). Some want to maximize their capacity to do harm: absent maximal power, they may now opt for concealability and mobility i.e. a handgun. This seems like a particularly viable story in states that allow for the carrying of concealed weapons in public with or without a license.

Some, however, might view their $1200-$3000 might be better spent putting a snorkel on their jeep engine ($700), a bowie knife on their hip ($250), and bottle of Michters Single Barrel Whiskey on their shelf ($500*). Maybe they’ll blow it all at once on a lift kit for their truck. We can rest assured that the marketplace will offer no shortage of goods that offer little value save for people to impress their friends with what they just bought, which is a blessing. Substitution to tactical sunglasses and raunchy mudflaps is unequivicably preferable to more Glock 19s.

What about a ban on handguns? Here MSD identifiy an important asymmtry: customers in the market for a handgun don’t consider long guns, while would be purchasers of long guns frequently explicitly consider a handgun on their 2nd choice. From the point of view of minimizing firearms deaths, a ban on handguns may be optimal, but it is hard to predict what the substitutes will be. Based on their measured elasticities of demand for different types of guns, MSD estimate that a 10% tax on all firearms would have the same net effect on total firearms in the market. Perhaps most importantly, it is highly unlikely to backfire into a shift in market composition towards assault weapons, something that can’t be ruled out by a handgun ban. Combined with current political realities, a tax on firearm would appear more feasible than any broad class bans.

For a large, but not unanimous, share of social scientists studying firearms, the outcome desired is 1) a smaller fraction Americans with access to firearms, and 2) reduced capacity to commit large scale acts of violence with high powered firearms. Putting aside any disagreement on the desired outcomes, the policy steps forward still allow for meaningful uncertainty. Yes, I know that heavily restricting firearms in Australia has been wildly successful. It’s hard to argue with a total homicide rate roughly a tenth of the US rate. But we can only consider the policy options that are actually on the table and the voter status quo. Current options are likely limited to either a narrow ban on a subset firearms or a modest tax on them all. The status quo is one where a third of all Americans own a gun, 81% of whom feel safer because they have one.

Given these unavoidable constraints, good firearms policy (not optimal, merely good) requires knowing what it is that people are buying so we can tilt the playing field in the right way. We live in a world where politicians are sending AR-15 toting Christmas cards and pantomime tough guys are ordering their Subway Chicken Teriyakis while armed to the gills. There’s no policy prescription that’s going to magically create earnest politicians and emotionally secure men, but everyone responds to prices.

*I apologize to fans of Michters, I just don’t like their bourbon very much relative to the price. If you want to impress your friends, track down a bottle of William Larue Weller. It’s expensive, but it might be the best bourbon in the world, and that includes all of the Pappys.**

**Okay, its not as good as the Stitzel-Weller Pappy 20 I first tried in 2011. That’s still the greatest thing I’ve ever consumed. But that doesn’t exist anymore as far as I know or could hope to afford. My advice is to let it all go and just buy a bottle of Four Roses Single Barrel. Always less than $50, always fantastic.

Can anyone be an entrepreneur?

Hardly the most important thing going on this week, but Matt Yglesias said something I have some evidence against. Yglesias claimed that, “basically anyone could massively increase the value of a large plot of land in the United States if he were exempted from land use rules.”

What percent of people do you think could massively increase the value of a barren plot of land, even with no land use rules?

When I ran an experiment about intellectual property protection with Bart Wilson, we created a space for people to mine valuable “creative” goods, analogous to writing a hit song. The goods could be distributed to the rest of the subjects in the experiment to create a surplus for everyone.

This screenshot shows time spent in the “studio” for groups that did have intellectual property protection. Group 1 (IP1) spent less time in the studio even than any of the groups who were not offered intellectual property protection. We concluded that Group 1 did not have any people with entrepreneurial tendencies. We had not expected this to happen, so we highlighted the role of entrepreneurs in our conclusion from this experiment. Institutions interact with entrepreneurship. We found that more “entrepreneurship” emerged under the IP institution.

Is the repair revolution coming?

Every sentence in this article is fascinating, since I have been writing about fast fashion.* Anything I put in quote form comes from The Guardian.

The word “revolution” in the title of this article is minor clickbait. Perhaps it would be more accurate to say: “Clothes repaired in workshop, 19 people employed” That wouldn’t get any clicks. However, I am an idealist, and I am going to stay a bit on board with the revolution. I, too, have pondered and grieved over the amount of waste heading into landfills. There could be some kind of revolution ahead, whether it is of the repair type or not.

The communal garden and bespoke textile art lend a creative startup feel, and the slogan “repair is the new cool” appears everywhere. But what’s happening here is far from ordinary startup stuff. At United Repair Centre (URC), newcomers to the Netherlands from across the world, many of them former refugees, are using their tailoring skills to mend clothes on behalf of some of the world’s biggest brands. 

Immigrants are sewing, but no Dickensian horrors here. This place “has a laid-back Dutch vibe.”

Ambrose, who greets me, mans the front desk. He’s a 20-year-old Palestinian fashion fan, who was born in Syria and lived in Abu Dhabi before moving to the Netherlands in May; he is working in parallel with studying for a fashion and design diploma. Ambrose started at URC in May and loves it: the way he gets to work in collaboration with the tailors, giving advice and learning from their years of experience. “It’s really easy, fun, chill … “

The verdict is in. Work is fun.

Repair might be cool, but is it new? Consider Jo March from “Little Women” who was an American bouncing around between rich and poor status in the 1860s. American GPD per capita in 1860s was less than $3,000. That would be considered very poor today. Since manufactured goods were expensive and Jo March had a low opportunity cost of time, she spent lots of time mending clothes. Her passion was writing but she had no choice – that was how she contributed to her household production. Very few families at that time, even in the upper class, could afford to regularly buy new clothes from a shop.

Don Boudreaux explained that even modern rich people “recycle” clothes when it’s in one’s selfish interest. Washing and “re-use” of clothes, typically, is beneficial enough to outweigh the cost of maintaining and storing them. Sometimes we go above and beyond by donating them or maintaining them specifically because we are trying not to “waste” something, but that comes at an individual cost to us.

The author of the article writes:

I take a taxi from the station to URC because I’m running late, but I’m taken aback when en route the driver points out the many conveniently located stations and tram stops I could use for my return journey.

This is a perfect encapsulation of why rich people do not repair clothes. They are zipping around to high-productivity work meetings. The opportunity cost of time has gone up. Taking the bus is costly in terms of time, the scarcest resource of the rich.

Where I see hope for the repair “revolution” is in artificial intelligence (AI). AI can make up for our scarce time and attention. If AI can make repairs less costly in terms of time, then rich people might do it. If it doesn’t make economic sense, then it won’t scale the way the author is hoping.

Currently, the “revolution” is employing 19 people full-time. By the year 2027, all they are hoping for is to expand to 140 tailors. Hardly a revolution on the jobs front. But that’s the hopeful scenario. If it’s labor-intensive, then it won’t work. (See my ADAMSMITHWORKS post on cloth production and labor.)

Is repair reaching a tipping point?

There’s one unlikely scenario in which expensive repairs will get paid for. What rich people resoundingly want is kitchen renovations and new clothes, partly because it confers status. Could it become cool to live with those outdated cabinets and wear that repaired Patagonia vest for the next two decades? … could it? Vision: “Wow. I see that you guys have outdated ugly countertops. Nice. You resisted the desire to renovate your kitchen even though it’s within your budget.”

Even changing status markers are unlikely to tip the scale in the case of broken equipment or torn clothes. AI might allow us to repair a refrigerator instead of trash it.

URC tracks repairs using software initially developed by Patagonia, which it has built on and uses for the other brands involved.

There it is. Software makes the dream work.

Shein and the like are out there, churning out, in dizzying volumes, fast fashion that can’t be repaired.

In my conversations with Americans, many do not know what “fast fashion” is. That’s fast fashion. The 19-140 tailors are currently no match for Shein.

There isn’t always much common language – operational manager Hans says they resort to Google Translate quite a bit – but there’s plenty of laughter.

The AI, again! We are living in the globalized AI-powered future.

Lastly, the article was brought to my attention on Twitter (X) by Bronwyn Williams and Anna Gat.

* I’m going to have a fashion article coming soon in this series: https://www.cato.org/defending-globalization

The Goldin Nobel

This week the Nobel Foundation recognized Claudia Goldin “for having advanced our understanding of women’s labour market outcomes”. If you follow our blog you probably already know that each year Marginal Revolution quickly puts up a great explanation of the work that won the economics Prize. This year they kept things brief with a sort of victory lap pointing to their previous posts on Goldin and the videos and podcast they had recorded with her, along with a pointer to her latest paper. You might also remember our own review of her latest book, Career and Family.

But you may not know that Kevin Bryan at A Fine Theorem does a more thorough, and typically more theory-based explanation of the Nobel work most years; here is his main take from this year’s post on Goldin:

Goldin’s work helps us understand whose wages will rise, will fall, will equalize going forward. Not entirely unfairly, she will be described in much of today’s coverage as an economist who studies the gender gap. This description misses two critical pieces. The question of female wages is a direct implication of her earlier work on the return to different skills as the structure of the economy changes, and that structure is the subject of her earliest work on the development of the American economy. Further, her diagnosis of the gender gap is much more optimistic, and more subtle, than the majority of popular discourse on the topic.

He described my favorite Goldin paper, which calculates gender wage gaps by industry and shows that pharmacists moved from having one of the highest gaps to one of the lowest as one key feature of the job changed:

Alongside Larry Katz, Goldin gives the canonical example of the pharmacist, whose gender gap is smaller than almost every other high-wage profession. Why? Wages are largely “linear in hours”. Today, though not historically, pharmacists generally work in teams at offices where they can substitute for each other. No one is always “on call”. Hence a pharmacist who wants to work late nights while young, then shorter hours with a young kid at home, then a longer worker day when older can do so. If pharmacies were structured as independent contractors working for themselves, as they were historically, the marginal productivity of a worker who wanted this type of flexibility would be lower. The structure of the profession affects marginal productivity, hence wages and the gender gap, particularly given the different demand for steady and shorter hours among women. Now, not all jobs can be turned from ones with convex wages for long and unsteady hours to ones with linear wages, but as Goldin points out, it’s not at all obvious that academia or law or other high-wage professions can’t make this shift. Where these changes can be made, we all benefit from high-skilled women remaining in high-productivity jobs: Goldin calls this “the last chapter” of gender convergence.

Source: A Grand Gender Convergence: Its Last Chapter

There is much more to the post, particularly on economic history; it concludes:

When evaluating her work, I can think of no stronger commendation than that I have no idea what Goldin will show me when I begin reading a paper; rather, she is always thoughtful, follows the data, rectifies what she finds with theory, and feels no compunction about sacrificing some golden goose – again, the legacy of 1970s Chicago rears its head. Especially on a topic as politically loaded as gender, this intellectual honesty is the source of her influence and a delight to the reader trying to understand such an important topic.

This year also saw a great summary from Alice Evans, who to my eyes (admittedly as someone who doesn’t work in the subfield) seems like the next Claudia Goldin, the one taking her work worldwide:

That is the story of “Why Women Won”.

Claudia Goldin has now done it all. With empirical rigor, she has theorised every major change in American women’s lives over the twentieth century. These dynamics are not necessarily true worldwide, but Goldin has provided the foundations.

I’ve seen two lines of criticism for this prize. One is the usual critique, generally from the left, that the Econ Nobel shouldn’t exist (or doesn’t exist), to which I say:

The critique from the right is that Goldin studied unimportant subjects and only got the prize because they were politically fashionable. But labor markets make up most of GDP, and women now make up almost half the labor force; this seems obviously important to me. Goldin has clearly been the dominant researcher on the topic, being recognized as a citation laureate in 2020 (i.e. someone likely to win a Nobel because of their citations). At most politics could explain why this was a solo prize (the first in Econ since Thaler in 2017), but even here this seems about as reasonable as the last few solo prizes. David Henderson writes a longer argument in the Wall Street Journal for why Claudia Goldin Deserves that Nobel Prize.

Best of all, Goldin maintains a page to share datasets she helped create here.