Category: Data Source
China fact of the day
It is almost unheard of for ordinary Chinese citizens to volunteer to donate their organs after death. Only about 130 people have pledged to donate their organs since 2003, the newspaper stated, quoting Chen Zhonghua, a professor at Tongji Hospital’s Institute of Organ Transplantation in Shanghai.
Here is more; the story concerns the Chinese trying to move away from harvesting the organs of deceased prisoners.
Here's a good blog post on a new Chinese leisure activity.
U.S. population distribution by age, 1950-2050
This neat chart morphs right in front of your eyes; recommended viewing.
Assorted Links
- Contrary to popular belief (e.g. here) there is only weak evidence that the implicit association test has good predictive ability.
- Paul Romer on his five favorite live rock recordings, sample line “In this performance, Hendrix may have been high, but he knew what he was doing.”
- The economics of being a Hefner Girlfriend. One key sentence “In fact, Girlfriends were not allowed to become Playmates because Hef had found that they tended to flee the Mansion as soon as they collected their $25,000 Playmate cheque.”
The economies of scale of living together
Bruce Bartlett sends me a link to this interesting paper:
How large are the economies of scale of living together? And how do partners share their resources? The first question is usually answered by equivalence scales. Traditional estimation and application of equivalence scales assumes equal sharing of income within the household. This paper uses data on financial satisfaction to simultaneously estimate the sharing rule and the economy of scale parameter in a collective household model. The estimates indicate substantial scale economies of living together, especially for couples who have lived together for some time. On average, wives receive almost 50% of household resources, but there is heterogeneity with respect to the wives’ contribution to household income and the duration of the relationship.
The data are from Switzerland, in case you are wondering, not the United States.
China “facts” of the day
All but seven of the regions reported GDP growth rates above the
bureau’s first-half figure of 7.1 per cent. At the start of the year,
Beijing set 8 per cent as China’s growth target for the year.
…In recent years, provincial figures have suggested consistently the
world’s third-largest economy is bigger than Beijing’s published
estimate, but the discrepancy appears to have widened this year.
…The Global Times, controlled by the People’s Daily, the Communist party
mouthpiece, reported that the public reacted with “banter and sarcasm”
to NBS figures showing average urban wages in China rose 13 per cent in
the first half to $2,142.
It is noted that the state worked on the gdp numbers for a full fifteen days. Yet not everyone is happy:
The criticism has prompted the NBS to launch a campaign last week,
entitled “Statistical Feelings: We have walked together – Celebrating
the 60th anniversary of the founding of New China,” to boost confidence
among statisticians.
The campaign has already produced works such
as: “I’m proud to be a brick in the statistical building of the
republic.” In another poem, a contributor writes: “I can rearrange the
stars in the sky because I have statistics.”
Measuring Economic Growth from Outer Space
Here is a clever new idea from Henderson, Storeygard, and Weil:
GDP growth is often measured poorly for countries and rarely measured at all for cities. We propose a readily available proxy: satellite data on lights at night. Our statistical framework uses light growth to supplement existing income growth measures. The framework is applied to countries with the lowest quality income data, resulting in estimates of growth that differ substantially from established estimates. We then consider a longstanding debate: do increases in local agricultural productivity increase city incomes? For African cities, we find that exogenous agricultural productivity shocks (high rainfall years) have substantial effects on local urban economic activity.
Here is the paper. WSJ blogs added:
They also noted how data from night lights can be focused to provide
data on a local level. In Southern Madagascar large deposits of rubies
and sapphires were discovered in late 1998 near the towns of Ilakaka
and Sakaraha, leading to an economic boom. But the data from the
satellites tell the story of where the benefits were felt most deeply.
“Over the next five years there was a sharp growth in the number of
pixels for which light is visible at all, and in the intensity of light
per pixel,” the economists said. “The other town visible in the figure,
Ihosy, shows no such growth. If anything, Ihosy’s light gets smaller
and weaker, as it suffers in the competition across local cities for
population.”
South Korea fact(s) of the day
The household savings rate in South Korea
will have plummeted from a world-beating 25.2 percent in 1988 to a
projected world low of 3.2 percent in 2010, according to the OECD.
Here is much more. In fact:
South Koreans work more, sleep less and kill themselves at a higher
rate than citizens of any other developed country, according to the
OECD. They rank first in time spent online and second to last in
spending on recreation, and the per capita birthrate scrapes the bottom
of world rankings. By 2050, South Korea will be the most aged society
in the world, narrowly edging out Japan, according to the OECD.
And here's one problem with aggregate savings rates:
…South Korea ranks first in per capita spending on
private education, which includes home tutors, cram sessions and
English-language courses at home and abroad.
An obsessive pursuit of educational achievement, it seems, is one of
the driving forces behind the low savings rate. About 80 percent of all
students from elementary age to high school attend after-school cram
courses. About 6 percent of the country's gross domestic product is
spent on education, more than double the percentage of spending in the
United States, Japan or Britain.
Project Tuva
Bill Gates has bought the rights to Richard Feynman's lectures, The Character of Physical Law, and has put them on the web with lots of annotations. Nicely done.
I liked Feynman's point about Newton's law of gravity being used by astrologers, "That's the strange world we live in, that all the advances and understanding are used only to continue the nonsense which has existed for 2,000 years."
Hat tip to Tierney Lab.
The Increased Competitiveness of the US Economy
Deloitte has just released The Shift Index, a study of long-term trends in the U.S. economy. Two interesting graphs follow which put some numbers on conventional wisdom. The US economy has become much more competitive over time. We can see this in the economy wide Herfindahl-Hirschman Index, a measure of market concentration, which has halved in the latest forty years (click to enlarge) and also in the topple rate.
The topple rate is a measure of how the rank of large firms on return of assets changes over time. The topple rate has increased by about 60% over the past forty years (ignoring the recent blip up). What this means is that the firms on top are less likely to stay on top today than in the past – the recent blip up indicates the upheaval in firm rankings during the current recession. Notice also that an increased topple rate implies an increase in stock market volatility which we have also seen over the long-run (not just in recent years).
As a result of increased competition and also, I believe, greater wealth and reduced interest rates, the economy wide return on assets has decreased by 75% (see the report).
If the return on assets has decreased but productivity and wealth are up then where has the wealth gone? To consumers and the creative class. Thus, increased competition in the economy has driven down the return to capital and at the same time has increased the return to the complementary input which is in greatest fixed supply, creative labor. More data in the full report.
Zotero
Zotero is a free program for citations management and bibliography generation designed to be competitive with Endnote and similar products. I've been using it for a couple of weeks. Zotero lives as a Firefox extension and it's best feature is the ease with which you can import citations from the web. If you are looking at a paper on JSTOR, for example, you can "one-click import" the citation. One-click import is also available from Amazon, Cite-Seer, ABI-Inform, the Library of Congress, many university library catalogs, Medline, Google books and many others.
Thus it's very easy to generate a citations list in Zotero by visiting a handful of large databases – this is especially easy for books and not too hard for recent articles but it's more difficult to find older articles in online databases. Zotero's interface is somewhat clunky so entering citations by hand is not as convenient as I would like. In addition to grabbing the citation, Zotero can grab entire PDFs so you can keep articles and citations in one database. Exporting of the citations in a variety of bibliographic format is clean and well done.
Zotero is only available as a Firefox extension (the developers take a perverse pride in this fact). The developers are at GMU, although I don't know the team at all. Zotero will import citations from another citations management program so switching is low cost. Worth checking out.
The Singularity is Near
Tom Vanderbilt, author of the excellent Traffic, has a very good piece in the latest NYTimes Magazine on data centers.
The specter of infinitesimal delay is why, when the Philadelphia Stock Exchange, the nation’s oldest, upgraded its trading platform in 2006, it decided to locate the bulk of its trading engines 80 miles – and three milliseconds – from Philadelphia, and into NJ2, where, as Thomas notes, the time to communicate between servers is down to a millionth of a second. (Latency concerns are not limited to Wall Street; it is estimated that a 100-millisecond delay reduces Amazon’s sales by 1 percent.)
…It seemed heretical to think of Karl Marx. But looking at the roomful of computers running automated trading models that themselves scan custom-formatted machine-readable financial news stories to help make decisions, you didn’t have to be a Marxist to appreciate his observation that industry will strive to “produce machines by means of machines” – as well as his prediction that the “more developed the capital,” the more it would seek the “annihilation of space by time.”
I like the quote but doubt that Marx is the best guide to this new world. try Charlie Stross instead.
Apportioning Blame for the Deficit
David Leonhardt's column breaking down the "causes" of the budget deficit has been widely reported and the bottom line repeated many times:
President Obama’s agenda, ambitious as it may be, is responsible for only a sliver of the deficits, despite what many of his Republican critics are saying.
Marginal product?
Australian Navy submarine cooks may make more money ($160k) than some admirals.
That's from www.geekpress.com. Alternatively, what would Adam Smith say?
The Black Swine
High-tech models developed by quants have, once again, greatly underestimated risk. What will be the consequences?
In the waning days of April, as federal officials were declaring a public health emergency and the world seemed gripped by swine flu panic, two rival supercomputer teams made projections about the epidemic that were surprisingly similar – and surprisingly reassuring. By the end of May, they said, there would be only 2,000 to 2,500 cases in the United States.
May’s over. They were a bit off.
On May 15, the Centers for Disease Control and Prevention estimated that there were “upwards of 100,000” cases in the country,..
Divorce and Crime Victimization
While paging through the statistical tables of Criminal Victimization in the United States I found some interesting data on victimization, marriage and divorce. The rate of victimization for violent crimes (per 1,000 persons aged 12 and over) for never married and married males is as follows:
- Never Married Males: 45.0
- Married Males: 12.3
- Divorced or Separated Males: 44.2
- Never Married Females: 38.4
- Married Females: 10.3
- Divorced or Separated Females: 49.4
The patterns are suggestive of how large a difference one’s choices can make for criminal victimization. That is, one hypothesis to explain the data is that singles congregate in urban, high crime areas and they go out at night to bars and other high crime locations. Married individuals move to low crime suburbs and stay home with popcorn and Netflix. The divorced, however, move back to the cities where the singles are and they head out at night to try to mate again.
An alternative hypothesis is that the individuals who tend to get divorced have personalities or behaviors which make them more likely to get divorced and more likely to be victims of crime: a drug user, for example, is likely to have a higher probability of divorce and a higher probability of being a victim of crime than a non drug-user.
How many other hypotheses can you think of to explain the data? What tests would you suggest to distinguish hypotheses?