Thursday, December 6, 2007

Fashion Show Economics

I watched the Victoria's Secret fashion show a few nights ago. It was just fantastic. Here are a few interesting tidbits I picked up:

1) Heidi Klum is a good singer.

2) Only B-list celebrities appeared to be interested in actually showing up to the event. Ryan Seacrest? The Spice Girls? VS is offering this two day only promotion where any purchase of $60 dollars or more gets you a free Spice Girls CD. A neat little study for an undergraduate or intro stats class: using discontinuities in the sales promotion to identify causal effects, does the prospect of a Spice Girls CD induce more people to shop and buy at the store? Does it move the marginal $56 purchaser to buy the extra item that puts her over the top?

My priors tend towards the null on this one.

3) The most interesting feature of the show were the model biopics. Many of the models were discovered when they were 12-14 years old. I find that really amazing. How much certainty is there in forecasting whether a 13 year old will turn out to be a supermodel or not? I'm not sure where you can get data on this question, especially given the obvious selection bias - for every Selita Ebanks or Adriana Lima, there are probably 100s of others that you don't observe that don't make it.

To get around this, I thought about the compositional change in the popular clique between 7th and 12th grade in high school. The popular clique in any school is generally comprised of the "hot people," and is generally superficial enough to kick out people who move from hot to not as well as embrace people who move in the other direction. I estimate that about 68% of the popular clique in 7th grade continued to be popular in 12th grade. This larger inter-grade correlation can be explained by persistence in looks and social status as well as the bond of friendship, though its hard to pin down the relative contributions of these factors.

Even so, I think making predictions about a 13 year old is still really difficult. Of course there has to be some science to it: some people have a comparative advantage in discovering models and make a career out of doing so. Indeed, there are a lot of industry specific skills that are either innate or learned. If you've watched America's Top Model, it's easy to get a sense of this: Tyra and the other judges rate the contestants on a vector of different characteristics, where some of the elements are obvious and others not so much.

But at the end of the day, you just never know. A pharmaceutical company, for example, mines through a myriad of candidate molecules, finds the ones that are bioactive, and pushes those forward for further testing. The vast majority of these new chemical entities or compounds will fail, either to be refined or scrapped altogether. But some do make it, and the incentives are such that its worth pushing forward and leaving no stone unturned. After all, the next molecule you find might be worth billions.

I'm guessing there's a parallel to supermodels. As a model finder or agency, you don't know if your 13 year old will turn into John Abraham (the Indian one, not the guy on the Jets), on the one hand, or Atheendar Venkataramani, on the other. But you take the risk, and if it is indeed the former case, there are huge returns to be had. And, for a time, those returns might be increasing in the earlier you find the next great supermodel. Indeed, just as competitive forces push Merck and Pfizer into random jungles looking for even more random plants, the modeling industry probably evolved on a margin where those who moved first in finding younger and younger prospects were able to gain a leg up on their rivals.

10 comments:

Anonymous said...

does your mom read this blog? does she know that you watched the show?

Anonymous said...

You never cease to entertain.

[1] google Heather Kuzmich. She's this kid with Asperger who ended up being one of the most popular models in the history of "America's Next Top Model." I find THAT far more intriguing than watching women parade around in lingerie.


[2] Beauty is common. If you don't have it, it can easily be acquired. Another task: google "celebrities without makeup" or "celebrities AND plastic surgery: before and after." Eva longoria is particularly shocking

Atheendar said...

Hello,

Noor: my mom and I had a long conversation about this post's content prior to me writing it. She had her own theories on how much information about future modeling prospects there is to be gained from a 13 year old.

Anon.: The Heather Kuzmich story is definitely fantastic! Thanks for the lead. And I think your point on acquired beauty is interesting...though I'm not sure if I agree. I think returns to cosmetic surgery, makeup and other such technologies depend on your underlying "looks" endowment. Ex: I don't think you could turn me into John Abraham, no matter how much technology you throw at the problem.

Hmm..there's an interesting production function to estimate.

Atheendar said...

Another question for anon:

If beauty is easy to acquire, why don't more people try and get it, especially at younger ages. A few reasons:

1) The present discounted value of the returns accruing to beautification (utility, wages, marraige/dating market returns, etc) are lower than the stream of costs required for "upkeep." (Unless markets are not competitive, prices should come down.)

2) Heterogeneity in marginal returns to technology (what I said in my earlier comment).

3) Credit constraints.

4) Beliefs in inner beauty (differing utility functions, comes from 1).

Some evidence for 2 and 3. Lots of kids get braces because perceived returns to nice teeth are high (there is even a nice recent paper showing that this might be true). On the other hand, some people cannot afford this. But among the people who can, why don't they opt for more? Maybe its a bit of reason 2 and 4?

Anonymous said...

I still think that people can become beautiful, regardless of the original state of affairs. I don't speak enough econ-ese to adress your other points. But still more interesting to me, however, is this idea:

What if what makes you imperfect is what makes you attractive?

Case in point: Seal [is that his name?] -- Heidi Klum's husband, father of her 3 children, dude with discoid lupus. His scar-face is what makes him so unique, so hot.

Or Milo Ventimigli -- Rory Gilmore's bad-boy infatuation who reads? His crooked smile [a birth defect due to "dead nerves in his lip" ] makes him irresistible!

So then, in the end, is beauty really defined by something or someone that is tall, skinny, symmetrical, muscular, etc ... or is it something that just enough out of the ordinary that it catches your eye?

Tej aka "anon" aka "someone who needs to stop procrastinating and get back to studying."

Atheendar said...

Well said Tej. All good points. The modeling industry is looking some something specific I suppose (though there has been a great deal of scrutiny recently on the filters they yse) and thats what this post pertains to.

However, I agree with your general point: beauty is in the eye of the beholder. Another example: A lot of people didn't find Daniel Craig attractive until they saw him in Casino Royale.

And I like the Gilmore Girls reference.

James H. said...

One might also ponder the difference between the beauty sought by industry (the homogeneity of models is typically pretty intense) versus outliers whose aesthetic stems in part from their deviation from the norm.

A-team, see you in a week + 2...

Anonymous said...

Wow! You watched the Victoria's Secret Fashion Show, and you wrote a contemplative post on beauty and related economics! I applaud your single-minded focus :-D

I think when you get models at a young age, they haven't yet developed healthy eating habits, so it's easy to coax them into eating disorders that keep them thin.

Seriously, I remember an article from a news magazine a few years ago that reported on the theory that people with the most symmetric faces on the vertical axis appear more beautiful to more people. They proved this with quite a few celebrities (that many people agree are beautiful) by mirror imaging one half of their faces and showing how close the composite was to the original.

So, not amazingly, beauty is just perception, or a conditioned response of the brain to symmetry. I'm sure a geneticist could tie facial symmetry to superior underlying genes, therefore making the subject more attractive to a mate.

Tej makes the point that a certain lack of symmetry is the key to some people's beauty. Wonder what the geneticist would have to say about that....

Atheendar said...

Interesting post by "The Undercover Economist" on the returns to spending time in front of a mirror and primping onself up:

http://blogs.ft.com/undercover/2007/12/dear-economis-2.html#comments

Here's an excerpt:

"More recently, economists have discovered evidence that endogenous beauty (make-up, hair-styling) is as important as exogenous beauty (having Bond girl Eva Green’s eyes).

Economists Daniel Hamermesh, Xin Meng and Junsen Zhang have found that spending money on clothes and make-up slightly raises the earnings of Shanghai workers. More recently Jayoti Das and Stephen DeLoach, of Elon University’s economics department, have shown that time spent on grooming substantially improves wages, especially for men."

This goes back to the points Tej was making in her comments.

Enjoy!

Anonymous said...

This is really a great read for me. Thank you for publishing articles having a great insight stimulates

me to check more often for new write ups. Keep posting!

Clover
www.n8fan.net