Results for “africa”
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Visualization data for world development

From Damian Clarke:

I am a PhD student in economics at the University of Oxford, and a fan of your blog.  Much of my work focuses on the microeconomics of development (principally fertility and education), however I am also working on the use of open data in economic development – quite an exciting area.  I write you with regards to this open data work.  Recently I have written a module for Stata which allows anyone to automatically import any of the over 5000 indicators maintained by the World Bank, and produces both a geographic and time series representation of the data (I provide a png attachment of this graph here if you are interested in seeing it)…

Whilst this program may be useful for researchers, I think its prinicipal benefit is in pedagogy – perhaps even users of MRUniversity would be interested in visualising for example fertility, GDP, current account balances, etc in a simple command.  The syntax really is very easy: “worldstat Africa, stat(GDP)”.

I provide at the end of this email a brief description, and more details are available on my site: https://sites.google.com/site/damiancclarke/computation#TOC-worldstat

…worldstat is a module which allows for the current state of world development to be visualised in a computationally simple way. worldstat presents both the geographic and temporal variation in a wide range of statistics which represent the state of national development. While worldstat includes a number of “in-built” statistics such as GDP, maternal mortality and years of schooling, it is extremely flexible, and can (thanks to the World Bank’s module wbopendata) easily incorporate over 5,000 other indicators housed in World Bank Open Databases.

…it is automatically available from Stata’s command line by typing: “ssc install worldstat”

Why Milk?

Throughout evolutionary history, most adult homo sapiens could not drink milk. Even today, most adults cannot drink milk. Adults who cannot drink milk don’t seem to lose very much, particularly as they can still eat yogurt and cheese. And yet the gene that allowed some adults to drink milk spread incredibly rapidly suggesting massive advantages to milk drinkers. Why? No one knows for sure but it seems to coincide with civilization. Slate has more:

[A]round 10,000 B.C….a genetic mutation appeared, somewhere near modern-day Turkey, that jammed the lactase-production gene permanently in the “on” position. The original mutant was probably a male who passed the gene on to his children. People carrying the mutation could drink milk their entire lives. Genomic analyses have shown that within a few thousand years, at a rate that evolutionary biologists had thought impossibly rapid, this mutation spread throughout Eurasia, to Great Britain, Scandinavia, the Mediterranean, India and all points in between, stopping only at the Himalayas. Independently, other mutations for lactose tolerance arose in Africa and the Middle East, though not in the Americas, Australia, or the Far East.

In an evolutionary eye-blink, 80 percent of Europeans became milk-drinkers; in some populations, the proportion is close to 100 percent. (Though globally, lactose intolerance is the norm; around two-thirds of humans cannot drink milk in adulthood.) The speed of this transformation is one of the weirder mysteries in the story of human evolution, more so because it’s not clear why anybody needed the mutation to begin with.

…A “high selection differential” is something of a Darwinian euphemism. It means that those who couldn’t drink milk were apt to die before they could reproduce. At best they were having fewer, sicklier children. That kind of life-or-death selection differential seems necessary to explain the speed with which the mutation swept across Eurasia and spread even faster in Africa. The unfit must have been taking their lactose-intolerant genomes to the grave.

…The rise of civilization coincided with a strange twist in our evolutionary history. We became, in the coinage of one paleoanthropologist, “mampires” who feed on the fluids of other animals. Western civilization, which is twinned with agriculture, seems to have required milk to begin functioning. No one can say why.

Hat tip: John Chilton.

*Searching for Sugar Man*

There is plenty of social science in this unexpected indie hit, which depicts the musical career of Sixto Rodriguez.  Rodriguez had two very good albums in the early 1970s but faded into obscurity after failing to gain commercial traction.  Unbeknown to the artist, he had become an enduring national celebrity in South Africa.  His fans there had no idea he had been working in Detroit as a construction demolitionist (this is before the modern internet, although eventually the internet helped his daughter discover his fame in South Africa, through a fan’s web site).  Here is Cass Sunstein on the movie and its portrayal of social and cultural dynamics.

The music is quite appealing — imagine a mix of Donovan, Motown, and low-tech psychedelia, the latter a’la Love.  If you are looking to hear or download one song, I recommend the iconic “I Wonder.”

To my ear it sounds naive but charming, but to the South Africans it was revelatory and cool.  Furthermore here was a non-Black coming out of Motown (Mexican ancestry but born in the United States), yet with much of the anti-establishment feel of a black artist of the time.  The movie never touches on this racial angle as possibly relevant to his popularity; did the South Africans require a non-black version of a black idol?  And what does he now symbolize, given that white rule has ended?  When they show Rodriguez’s post-apartheid concerts in South Africa, there is not a black face to be seen, as if he has become a nostalgia act in a slightly unsettling manner with the anti-establishment gloss now drained away.

The full story has not yet been told, not even on the American side.  From watching the movie, the viewer receives the feeling that Rodriguez fell into a hole circa 1973.  The reality is that he was touring Australia as late as 1981 (more here) and even put out a live album from that country in the same year.  Music aficionados will know all about the close cultural connections between Australia and South Africa at that time; did Rodriguez really have no idea of his South African following?  And what kind of connections was he keeping with the commercial world of music?

I would gladly read a book about how failing artists string out their careers by playing in niche markets or writing for them.  For instance Harry Nilsson released some of his late albums in the UK, Australia, and Japan only.  Erwin Nyiregyhzai kept giving periodic piano recitals in Japan, well after his prodigy years were over and he supposedly was “lost” and thus before his “rediscovery.”  What is a rediscovery anyway?

Here is Rodriguez’s eBook guide to happiness.  For pointers I thank Cass Sunstein and also Angus.

Marginal Revolution University has been Banned in Minnesota!

Minnesota has banned MRUniversity and other online education services from providing content to Minnesota residents. This seems like a joke but it is not from The Onion. Coursera, one of the larger players in this field, has rewritten its terms of service to prohibit Minnesota residents from taking its courses:

Coursera has been informed by the Minnesota Office of Higher Education that under Minnesota Statutes (136A.61 to 136A.71), a university cannot offer online courses to Minnesota residents unless the university has received authorization from the State of Minnesota to do so. If you are a resident of Minnesota, you agree that either (1) you will not take courses on Coursera, or (2) for each class that you take, the majority of work you do for the class will be done from outside the State of Minnesota.

Tyler and I wish to be perfectly clear: unlike Coursera, we will not shut down MRU to the residents of Minnesota. We are prepared to defend our rights under the First Amendment to teach the good people of Minnesota all about the Solow Model, water policy in Africa, and the economics of garlic–even if we have to do so from a Minnesota jail!

Small knaps to a better scraper: the economics of stone sharpening in Neanderthals

That title is suggested to me by Sam Penrose, who sends this article along:

“A fundamental assumption is that the most important factor in lithic techno-economics is the amount of cutting edge you can extract from your raw material. So making thinner flakes with more edge overall is a more economic use of stone resources. Dibble took a very large scale approach to the archaeological record, and suggests an overarching pattern of increasing economy through time. Early Stone Age flakes from the African Oldowan are variable in size, but have average levels of economy, measured by edge : mass. By the Middle Palaeolithic, techno-economics have become improved, but interestingly through two approaches. Prepared core technology, or the Levallois technique, permits control over the flakes produced, and, depending on the style used, can result in either wide/long and thin flakes.”

World hunger: the problem left behind

Here is my new New York Times column, about the tall task involved in doubling world food output by 2050:

The green revolution has slowed since the early 1990s, and it has become harder to bolster crop yields, as I have discussed in my book, “An Economist Gets Lunch.” And recent research by Dani Rodrik, a professor of international political economy at Harvard, indicates that agricultural productivity improvements are among the hardest to transmit from one nation to another.

And:

In a recent address, Michael Lipton, an economist and research professor at Sussex University in Britain, offered a sobering look at Africa’s agricultural productivity. He suggests that Rwanda and Ghana are gaining, but that most of the continent is not. Production and calorie intake per capita don’t seem to be higher today than they were in the early 1960s. It remains an issue how Africa’s growing population will be fed.

And:

There is no shortage of writing — often from a locavore point of view — in support of more organic methods of farming, for both developed and developing countries. These opinions recognize that current farming methods bring serious environmental problems involving water supplies, fertilizer runoff and energy use. Yet organic farming typically involves smaller yields — 5 to 34 percent lower, as estimated in a recent study in the journal Nature, depending on the crop and the context. For all the virtues of organic approaches, it’s hard to see how global food problems can be solved by starting with a cut in yields. Claims in this area are often based on wishful thinking rather than a hard-nosed sense of what’s practical.

I can’t stress that last sentence enough, and I find it amazing what passes for a good pro-organic argument in this area.

There is also an excellent recent essay by Jeremy Grantham on agriculture (pdf), too pessimistic in my view but still more right than wrong.  For an interesting look at why future gains from GMOs may be limited, at least in the short run, read R. Ford Denison’s Darwinian Agriculture.  Nature already has done a lot of the optimization.

The bottom line is this: right now agriculture is a laggard sector — in part due to state interventions — and this is not totally unrelated to recent headlines about unrest in the Middle East.

What do barter exchanges imply about depressions and recessions?

As was the case during the Great Depression, parallel currencies and barter exchanges are springing up around Spain and some other parts of Europe.  Here is one account:

Psychologist Angels Corcoles recently taught a seminar about self-empowerment for women, and when she finished the organizers handed her a check with her fee. The amount was in hours, not euros.

But Corcoles didn’t mind. Through a citywide credit network that allows people to trade services without money, the 10 hours Corcoles earned could be used to pay for a haircut, yoga classes or even carpentry work.

At a time when the future of the euro is in doubt and millions are unemployed or underemployed with little cash to spare, a parallel economy is springing up in parts of Spain, allowing people to live outside the single currency.

In the city of Malaga, on the country’s southern Mediterranean coast just 80 miles from Africa, residents have set up an online site that allows them to earn money and buy products using a virtual currency. The Catalonian fishing town of Vilanova i la Geltru has launched a similar experiment but with a paper credit card of sorts. It implements a new currency worth slightly more than the euro when it is used at local stores.

You can find another series of accounts here.

One interesting feature of these enterprises is that they push a bit of emphasis away from sticky wage and price theories of depressions.  In essence the sellers participating in these exchanges are price discriminating, by trying to sell more of their output — for lower prices — through credit or barter mechanisms.  Getting back credits in return really is like receiving a lower price or wage.  So these exchanges show that at least some people are wildly willing to cut prices, wages, and returns, if only to sell more.

(Please, no need for a lecture here on Keynes and downward price spirals; the ECB is keeping a price floor at the very least.)

So which factors behind depressions receive marginal support from the prevalence of these practices?  First, these exchanges are a substitute for dysfunctional credit markets.  Second, these exchanges attempt to solve the buyer-seller-buyer coordination problems analyzed by Clower, Leijonhufvud, and others.

Addendum: Here is Alex’s earlier post on barter and recessions.  And Scott Sumner comments.

A new RCT look at educational vouchers

From Matthew M. Chingos and Paul E. Peterson (pdf):

In the first study using a randomized experiment to measure the impact of school vouchers on college enrollment, we examine the college-going behavior through 2011 of students who participated in a voucher experiment as elementary school students in the late 1990s. We find no overall impacts on college enrollments but we do find large, statistically significant positive impacts on the college going of African American students who participated in the study. Our estimates indicate that using a voucher to attend private school increased the overall college enrollment rate among African Americans by 24 percent.

Hat tip goes to Michael Petrilli, via ModeledBehavior.

The economics of Olympic success

Here is my new Grantland piece with Kevin Grier.  Excerpt:

Predictions

1. Medal totals will become more diversified over time. The market share of the “top 10” countries will continue to fall (it was 81 percent in 1988) as economic and population growth slows in the rich world. The developing world has greater room for rapid economic growth, and most parts of the developing world also have higher population growth. The Olympic playing field will get more and more level.

2. Japan will continue to fade, mostly because of aging and population shrinkage.

3. Italy will follow Japan for similar demographic reasons, as well as because the Eurozone crisis will continue to cut into budgets, training and otherwise.

4. Since Rio is host to the next Olympics, Brazil should do better than expected due to the “pre-host” bump.

5. Many African nations will rise. Currently about half of the approximately 1 billion people in Africa have a cell phone, and the middle class is growing. The chance that an African star will be spotted and trained at the appropriate age is much higher than before. Africa also continues to grow in population, and that means lots of young people. Most of us still think of African nations as very poor, but infant mortality has been falling and per-capita income rising across Africa for the better part of a decade now.

6. China will level off and then decline as a medal powerhouse. In less than 15 years, the typical person living in China is likely to be older on average than the typical person living in the United States, in part due to the country’s one-child policy. As of 2009 the number of over-60s was 167 million, about an eighth of the population, but by 2050 it is expected to reach 480 million people older than 60, with the number of young Chinese falling. The country will become old before it is truly wealthy.

7. Bob Costas will make you cry.

Assorted links

1. Why is UK employment up and output down?

2. Genetics vs. paleoanthropology?

3. Price inflation and stock returns (pdf), and here, and here, and most recently here; “There is a consistent lack of positive relation between stock returns and inflation in most of the countries.”  I am urging a) a bit of caution, and b) engagement with the literature on this topic.  I do favor a more expansionary monetary policy, but I see the balance of evidence as different from how it is frequently portrayed in the blogosphere.

4. New archery gold medal winner is legally blind, and here.

Libertarianism and the Workplace II

Over at Crooked Timber Chris Bertram, Corey Robin and Alex Gourevitch are upset about what they call lack of freedom in the workplace. (Tyler offers his excellent comments immediately below.) They give a grab bag of peculiar examples such as workers can be fired for donating a kidney to their bosscarrying on extramarital affairs, participating in group sex at home, cross-dressing, and more. They seem especially incensed that workers can be commanded to pee or be forbidden to pee. (I will put aside that mandatory drug tests are greatly encouraged by the war on drugs.)

In other words, the CTrs have discovered that the most basic US employment law is at-will employment which means that workers can be fired for just about any reason, outside of a few protected categories such as race, sex, and age. Simply put, an employer can fire you if she doesn’t like you. This is a surprise? No one has a right to a job, a job is an agreement to exchange services for cash and compensation and both parties must agree to the exchange to make it legitimate.

The CTrs do not adequately acknowledge that workers have the same rights as employers. Workers can quit for any reason and they can refuse to work for any employer. If you don’t like the politics of Monsanto, or the NRA or Georgia-Pacific you don’t have to work or even apply for those jobs. Indeed, workers have more rights than employers since workers are not subject to anti-discrimination law; that is, employers are prohibited from discriminating against African American workers but workers are not prohibited from discriminating against African American employers.

If you think that the freedom to quit is without value bear in mind that under feudalism and into the early 19th century in the U.S. and a bit later in Britain employers and even potential employers could prevent workers from quitting and from moving. The freedom to quit was hard won. We should not disparage the liberation brought by a free market in labor.

Turning to the economics, the CTrs are so outraged by an employer’s legal possibilities that they fail to notice that most employers do not in fact fire their workers for having extra-marital affairs. Why not? The reason is that these rights are often more valuable to the employee than to the employer and thus both employee and employer can be made better off if the employee keeps the rights. If the employer values the right more than employee then the employer buys the right with a higher wage. If the employee values the right more than the employer then the employee retains the right at an otherwise lower wage. The employer gets the right only when the employer pays. The same thing is true of control rights, residual rights not explicitly noted in the contract (because of complexity and unforeseen events). The employer buys these rights from the worker when doing so maximizes the total value of the exchange. This is not to say that abuses do not occur, they do, as in all relationships and on both sides, but the CTrs lump abuses and mutually profitable exchanges together–that’s dangerous because in regulating abuses it is very easy to do away with mutually profitable exchanges.

The greater the productivity of workers and the higher their incomes the less workers will be willing to sell rights for higher wages (i.e. the more willing they will be to pay for better working conditions with lower wages). Workers gain more autonomy as they and their society become more productive. Thus, the best protector of worker autonomy is high productivity and economic growth. (The best protector not the only protector, unions can also serve a useful purpose in this regard as can shareholders and human resource departments.)

If the CTrs were merely arguing for greater economic growth there would be little with which to argue –who doesn’t want  bigger televisions and better working conditions? The CTrs, however, confuse wealth and political freedom. Bigger televisions don’t make you more free and neither do better working conditions, even though both goods are desirable.

A job is an exchange with mutual consent and benefits on both sides of the bargain. The freedom is in the right to exchange not in the price at which the exchange occurs. A worker who is paid for 8 hours of work is not a serf 1/3rd of the day. We all sell our labor and we would all like to sell at a higher price but that does not make any of us serfs. From the minimum wage waiter to the highly-paid sports superstar there is dignity in work freely chosen.

To understand freedom and true coercion let us remember that American workers have the freedom to bargain and exchange with American employers, a freedom that gun, barbed wire and electrified fence deny to many millions of less fortunate workers from around the world.