Compared to what?

..a New York Times survey comprising scores of detailed interviews exploring the families’ [of September 11 World Trade Center victims] emotional, physical and spiritual status. That survey found lives colored by continuing pain. Almost half still have a hard time getting a good night’s sleep. A few said they no longer flew on airplanes. About a third have changed jobs or quit. About one in five have moved since 2001, and a fifth of those who still live where they did on Sept. 11 would move if they could. Very few who lost a spouse have remarried.

What do these numbers mean? Without some comparision group, almost nothing. Robert Musil has the numbers and a good lesson in statistical thinking.

Addendum: Thanks to Newmark’s Door for the link. Of course, I take it as understood that proper statistical thinking in no way diminishes our profound sympathy for the victims of 9/11.

Minimum Wage Effects in the Longer Run

The minimum wage reduces employment, especially among low-skilled workers for whom the minimum wage is most binding. That remains the consensus view but note that holding the consensus view does not preclude thinking that the decrease in employment is small relative to the increase in the wages of those who remain employed. If the employment effect is small, however, it is also important to understand why it is small – the policy implications of monopsony, which I think implausible, are quite different from the implications of the the idea that other aspects of the labor-contract adjust in response to enforced changes in wages (i.e. the converse of the hot water argument). See also Tyler on this.

When I discuss minimum wages in class I tell my students that one of the best ways to get a high-paying job is to get a low-paying job and work your way up. The minimum wage can put the least employable out of work and have permanent negative effects when training and work skills not acquired in youth are difficult to accumulate later on. I think the theory makes sense but until recently it had not been extensively investigated.

David Neumark and Olena Nizalova
look at the how exposure to the minimum wage in the past impacts workers today. They find that teenagers who grow up in states with a minimum wage that is significantly and consistently higher than the federal minimum have lower earnings and work less a decade or more later when those workers are in their late twenties. The negative effects are larger for blacks, for whom the minimum wage tends to be more binding.

To generate variation, Neumark and Nizalova use data on minimum wages by state relative to the Federal minimum. The data is more aggregated than I would like and the variation by state only picks up in the late 1980s so there is less data than meets the eye. In theory, there is nothing special about the minimum wage as the driving factor that pushes people out of the work force, unemployment brought about by bad economic conditions should have similar effects. Thus, I wish that they had discussed the literature on hysteresis and unemployment. Welfare could also pull people out of the work force. I’m not fully convinced that they adequately control for economic conditions although they do use some clever techniques to try to address some of these issues. Nevertheless, my priors are supported so this must be a good paper! More seriously, Neumark and Nizalova are to be credited with opening the question of the long run effects of the minimum wage.

The bottom line? If you don’t work at McDonald’s when you are a teenager, don’t expect to manage a McDonald’s when you are middle-aged.

Addendum: Thanks to John Thacker and others who pointed out that one of my sentences, now fixed, was difficult to parse if you hadn’t read the paper – which sort of defeats the purpose of the blog, doesn’t it?

Into the Fire

May your strength give us strength
May your faith give us faith
May your hope give us hope
May your love give us love

May your strength give us strength
May your faith give us faith
May your hope give us hope
May your love bring us love

You gave your love to see, in fields of red and autumn brown
You gave your love to me and lay your young body down
Up the stairs, into the fire
Up the stairs, into the fire
I need you near, but love and duty called you someplace higher
Somewhere up the stairs, into the fire

May your strength give us strength
May your faith give us faith
May your hope give us hope
May your love give us love

May your strength give us strength
May your faith give us faith
May your hope give us hope
May your love bring us love

May your strength give us strength
May your faith give us faith
May your hope give us hope
May your love bring us love

It was dark, too dark to see, you held me in the light you gave
You lay your hand on me
Then walked into the darkness of your smoky grave
Up the stairs, into the fire
Up the stairs, into the fire
I need your kiss, but love and duty called you someplace higher
Somewhere up the stairs, into the fire

May your strength give us strength
May your faith give us faith
May your hope give us hope
May your love bring us love…

May your love bring us love.

Bruce Springsteen. From The Rising.

Sponsoring Prizes

Wouldn’t it be fun to endow a prize like the X-Prize or the space elevator prize I discussed yesterday? I’m surprised that more rich people don’t do this. Of course, we have the Nobel and similar prizes but these are awarded for general achievement in the past and as such are unlikely to exert a significant incentive effect. Foundations can last a long time but there is a history of foundations, for example the Ford and Carnegie Foundation, spending money in ways that their founders would not approve. If you fund a prize, however, you can specify the conditions for success reasonably precisely and for that reason the money is more likely to be allocated in a way close to what you would have wished. Furthermore, if you set the prize up so that the seed money is invested in the market until it is won you can almost be guaranteed that one day the prize will be won and you will be thanked for your contribution to humanity.

As noted, I like the space elevator idea but I think that if I had a few million to spare I’d endow a cryonics prize. This is the sort of research which seems doable, has a big payoff but for which there is virtually no serious funding. I’d endow the prize with a series of staggered awards, so much for succesfully reviving a rat after 1 week, so much for a rabbit after 2 months, so much for a pig after 5 years. The Grand Prize? That would be for reviving me.

Going up?

The X-Prize is close to being won and has been a success in motivating the research and development of private spacecraft. Ultimately, however, putting people into space by sitting them atop powder kegs or similar devices just seems too crude. As I wrote earlier, a space elevator would dramatically lower the costs of developing space. Elevator 2010 is sponsoring several new prizes for space elevator related technology.

We will not rock you

Virginia and 39 other states sued eight music distributors and retailers accusing them of price-fixing and all I got was a lousy Michael Bolton CD. Well, not me personally, but that is what lots of libraries and public schools in Virginia and across the nation are getting as their share of the $75 million non-cash part of the settlement. Other CDs distributed as part of the deal include teen band Hanson’s “Snowed In” and, get this, Martha Stewart’s “Spooky, Scary, Sounds for Halloween.” Not every CD is a dud but it’s fair to say that the value of the CDs is substantially less than $75 million. If you were a member of the class and signed up you could also get a check for almost $13, $67 million in total.

According to the judge, pure transaction costs were $6-8 million and the lawyers got just over 14 million so depending on how you evaluate the free CDs (I think $35 million is generous) total transaction costs might eat 20-30 percent of the settlement – not bad as far as these things go. Note, however, that the plaintiff’s claim was that consumers were being overcharged by 23 cents a CD. Personally, I’d be happy to pay the extra 23 cents to be free of class-action lawsuits like this. But then again I don’t buy as many CDs as Tyler.

Secrets and Lies

I argued earlier that good intelligence requires more dissemination of information. But the CIA and other agencies are classifying more documents than in the past. The purpose it seems is often to cover up for mistakes or even to censor things that the authorites simply don’t like rather than to hinder terrorists.

Remember those aluminium tubes supposedly intended for use in Iraq’s secret weapons program? A Senate report on prewar intelligence quoted the CIA as saying “their willingness to pay such costs suggests the tubes are intended for a special project of national interest.” The CIA, however, classified how much the Iraqi’s paid as secret, deleting the number. How much did the Iraqi’s actually pay? About $17.50 a piece.

A possible solution to this problem is to create an independent board. Surprise, we have one already! According to J. William Leonard, director of the National Archives’ Information Security Oversight Office, “a 2000 law created a public interest declassification board to recommend release of secrets in important cases, but the president and Congress never appointed members.”

Please make markets efficient

Shares in a Bush win are trading around 58-59 at Tradesports but only 53-54 at the Iowa markets. Could some of you please arbitrage this to prevent the gang at Crooked Timber from crowing about inefficient markets? Thanks.

Addendum: Many thanks to all the sharp MR readers who remind me that the Iowa market is for the popular vote share while the Tradesports markets is for the actual winner. I’m still a little surprised that the spread has widened recently but it is true that the price difference does not necessarily represent an arbitrage opportunity. Long Term Capital Management anyone?

MR and the Google Wars!

Fabio Rojas, a frequent guest blogger for MR, writes me the following:

There is a young man in Northridge, California whose name is “Fabio Rojas.” He’s a computer programmer from the Dominican Republic. Since about 1996, his personal web page was the one to come up first in Yahoo, Altavista and Google when you entered the words “Fabio Rojas.”

As you can imagine, I was enraged. That’s when I began a silent war waged on the information superhighway. Despite my furor and razor sharp analytical mind, there was nothing I could do to fight his influence. I was losing the war to be the #1 Fabio Rojas on the internet.

Althought I set up my own web page and participated in numerous on line forums, year after year, “Northridge” Rojas’ web page would be the #1 Fabio Rojas web page in the world. I was stymied… as an experienced computer programmer, “Northridge” Rojas” knew how to jack up his google rating to an unsurmountable level. There were even times this past fall when my Indiana University professor profile would momentarily get #1 status, only to be knocked down by his poorly constructed and infrequently updated personal profile. He was obviously messin’ with me.

Today, I looked upon the battle field and found that the tides had turned in a most remarkable fashion. I am now the undisputed #1 Fabio Rojas on the internet. “Northridge” Rojas’ has been routed, and barely shows in the top 10 google hits.

And who can I thank for this reversal in fortune? That’s right, the guys at Marginal Revolution. My post on Football and economics seems to still get some hits, months after it was posted, which encourages people to read my profile and thus vanquish the pretender Rojas.

What can I say?

!Viva la Revolucion Marginalista!

Fabio

Bryan Caplan, our colleague and recent guest blogger, has also been aided by MR in his own Google War. Bryan is the author of an extensive website, The Museum of Communism. It’s an excellent website that he continues to update. Assuming that I outlive him, Bryan has made me promise that in lieu of flowers I will take up a collection to preserve the site in perpetuity! (Logically, he should have asked Robin Hanson to do this but that’s another story).

For a long time Bryan was the number one Google hit on the word Communism but the Marxists later pulled ahead. Bryan’s recent stint as a guest blogger put him in the lead for a while but now I see he is once more number two. So click on the Google link, check out the Museum and do your part to help overthrow the Marxists!

Cutting the fat

Dieting is difficult because it’s so much easier to give in to temptation and consume what you should not. It’s a constant struggle to cut the fat. The same is true in business. Economists may write down a “cost curve” on the blackboard but these curves, which represent the minimum cost of producing a particular quantity, are not given to the firm they are products of the firm. It takes effort and attention and willpower to keep costs low. Letting costs go by raising salaries, increasing benefits and paying little attention to the bottom line is easy and, for a time, pleasant which is why firms need strong incentives, including the carrot of profit and the stick of loss, to get and stay trim.

Government agencies face few such incentives. As a result, fat is rampant. Case in point, California prison guards. To encourage fitness the California Department of Corrections created a fitness bonus some years ago. The bonus was quite substantial, $100 per month but to get it guards had to pass a fitness test involving sit-ups, running and jumping. Five years ago the state paid out about $5 million for the fitness incentive. But who wants to be the bad guy who denies a prison guard a bonus? No one – if they aren’t paying the bills.

As a result, the fitness test started to get easier as the bonus got larger. Last year, California shelled out $33.2 million for fitness bonuses and some 80 percent of prison employees, not just guards but wardens and mangers also, now get the fitness bonus. Of course, a test is no longer required – all the employee need do to get the bonus is visit a doctor once per year.

With the California budget crunch even the politically poweful prison guards are having to cut some fat but in the long run recognize the incentive structure and don’t expect government to go on a diet.

Jeffersonians vs Hamiltonians

Entering Monticello,Thomas Jefferson’s home, you are flanked by two busts, Jefferson on one side and Alexander Hamilton on the other. Since the two were political foes it’s a surprising choice. But the busts were placed there by Jefferson himself who said, “we were ever-opposed in life and now we shall be ever-opposed in death.” The Jefferson-Hamilton battle continues to this day (read the link for more and don’t miss the many interesting comments.)

JeffersonHamilton

Addendum: Brad was perhaps fooled by the name of this blog but then there are two of us.

Politically incorrect paper of the month, v.3

Depending on your point of view you can draw one of two conclusions from this paper: A Comparison of the Cell Phone Driver and the Drunk Driver. Here is the abstract:

We used a high-fidelity driving simulator to compare the performance of cell-phone drivers with drivers who were legally intoxicated from ethanol. When drivers were conversing on either a hand-held or hands-free cell-phone, their braking reactions were delayed and they were involved in more traffic accidents than when they were not conversing on the cell phone. By contrast, when drivers were legally intoxicated they exhibited a more aggressive driving style, following closer to the vehicle immediately in front of them and applying more force while braking. When controlling for driving conditions and time on task, cell-phone drivers exhibited greater impairment than intoxicated drivers. The results have implications for legislation addressing driver distraction caused by cell phone conversations.

The abstract is truthful, but as you can see from this quote further on in the paper, the authors spun the lede in the more politically correct direction.

When drivers were conversing on a cell-phone, they were involved in more rear-end collisions, their initial reaction to vehicles braking in front of them was slowed by 8.8%, and the variability in following distance increased by 24.5%, relative to baseline. In addition, compared to baseline it took participants who were talking on the cell phone 14.8% longer to recover the speed that was lost during braking.

By contrast, when participants were legally intoxicated, neither accident rates, nor reaction time to vehicles braking in front of the particpant, nor recovery of lost speed following braking differed significantly from baseline.

Draw away. Here is #1 and #2 in this series.