Are Caucasians Stealing Russian University Places? The Data Says, “Probably Not.”

In one of the recent posts on corruption, commentator AP wrote:

Kids from Moscow are having trouble getting into universities now because entrance, based on exam results, skews the chances of acceptance in favor of those students from corrupt regions where they can buy better results. Moscow is less corrupt than, say, Dagestan so Dagestani students perform much better on entrance exams.

Is this true? Seeing as how the Russian state doesn’t release Unified State Exam (USE) results by region, probably due to PC considerations, at first this assertion might appear to be unanswerable. However, there is a way to get round the problem.

(1) We know the PISA-derived IQ’s of some 43 Russian regions (which account for about 75% of its school-age population).

(2) The Russian government DOES release the the numbers of maximum scores in the USE tests by region. In this post we will consider the data for 2012. Furthermore, we know that at least at the federal level, these results tend to form bell curves.

(3) One of the primary “proofs” of electoral fraud in the Russian elections was the presence of spikes at convenient increments of 5%. In the case of USE fraud, we only have access to data for 100% scores and measuring the fatness of that tail should give us a clue as to its relative magnitude. (While it is possible and even likely that school administrators and regions would take care not to create too many maximum marks on the notoriously hard USE tests, far from everybody will follow said precautions. After all, if many regions didn’t even bother to smoothen the spikes to conceal fraud in the elections, is it realistic to posit that they’d take greater care around trifles like exams?).

(4) We know the number of 16 year old’s per Russian region from the 2010 Census, who would have participated in the 2012 exam season.

(5) We know the normal distribution.

The blue bars below show the number of top-scoring exams per region as a multiple of Russian 18 year olds there with an expected IQ of 130 or more, based on the region’s average PISA scores and a standard deviation of 15. The red bars show the same thing, with the major exception that an average IQ of 96 – that is, the national average – is assumed for ALL Russian regions.

unified-state-exam-fraud

As we can see above, the most suspicious results are mostly from ethnic Russian oblasts such as Stavropol, Kaluga, Rostov, Perm, and Vladimir, with the two big exceptions being Mari El and Chuvashia. To the contrary, Dagestan – the biggest Caucasian Muslim republic – has very few top scores relative to the number of very bright people we can expect to find there relative to most other Russian regions.

Finally, the reason that the red bar is a lot higher than the blue bar in Moscow, and to a lesser extent Saint-Petersburg, probably doesn’t have anything to do with foul play, but with the fact that their average IQ’s are about 106.6 and 102.6, respectively (i.e. considerably higher than the national average of 96). So while they generate a relatively disproportionate number of top USE scores, that is presumably because they attract the bulk of Russia’s most intellectual families (the so-called “cognitive clustering” effect).

Of course one problem is that we don’t have PISA data for all Russian regions. Maybe the Chechens do all the cheating then?

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Natalia Zubarevich – The Four Russias

Natalia Zubarevich’s concept of “The Four Russias” is one of the most reasoned and perceptive political analysis from the liberals, and as such I think it important enough to translate it (mostly I disagree with its core assumptions and conclusions though I do think it is a useful way of envisioning Russian politics). As such I am translating Четыре России from Vedomosti (there is also a longer version, translated here).

The Four Russias

Natalia Zubarevich

The events of 2011 demonstrated that the authorities’ habit of looking at the country through a “vertical incision” played a cruel joke on them. In reality, there is not one Russia, but rather three or even four. And this is a reality with which both the government, and the opposition, will have to come to terms with.

The Four Russias: First Russia – urban, educated (white); Second Russia – urban, industrial (blue); Third Russia – rural, apolitical (green); Fourth Russia – ethnic, poor (red).

The First Russia is a country of big cities. They aren’t great in number, but the 12 city-millionaires as well as Perm and Krasnoyarsk, which have close to a million residents, constitute 21% of the country’s population, i.e. every fifth Russian, while Moscow and Saint Petersburg by themselves account for 9%. In the past 20 years, the biggest cities cities ceased being industrial – only in Ufa, Perm, Omsk, Chelyabinsk, and Volgograd do Soviet industrial enterprises continue to dominate the economy. Although the fastest post-industrial transformations are observed in Yekaterinburg, Novosibirsk  and Rostov-on-Don, all the city-millionaires have seen a change in employment patterns: The percentage of qualified “blue collar” workers rose, there appeared more employees of small businesses, and even the public sector attracted more qualified workers. There is quick adoption of the metropolitan model of consumer behavior, even though earnings are 1.5-2x lower than in Moscow. It is precisely in the bigger cities that we see a concentration of those middle class “disgruntled urbanites.” Migration flows in Russia are directed towards these bigger cities, so their share of the population is growing. The only difference is that the two federal cities of Moscow and Saint Petersburg, and their adjoining agglomerations, attract migrants from all over the country, accounting for up to 80% of net migration in Russia, while the other big cities for the most part draw migrants from their own regions.

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Russia’s Gastronomic Revolution?

Following the precedent I set with Alex Mercouris – why should I write a post on something myself, when one of the commentators has already done something better? – I present this article on Russia’s recent gastronomic revolution by Ivan Golov:

I can assure you that Russia has been going through a mass gastronomic and retail revolution in the last 5 years, and of course I am not just talking about Moscow, but even cities which one might call isolated and remote. Your expectations seem somewhat unrealistic, because you cannot develop an advanced consumer and food-quality sentitive culture over a short time period and especially in a society that is still recovering from the soviet restrictions in this regard. It is more than evident that Russia is very quickly learning to appreciate good food and service at an affordable price.

Just a quick note – I am a repatriated Russian living in Izhevsk (not my home city, and not the first choice for most who come back to Russia seeking a place to settle). I have watched the impressive transformation of the local retail and food landscape during my frequent visits to the city over the last 7 years. I have been living here for almost a year now. What you mention about the quality food and price of wines seems very bizzare. I am not ruling out that Moscow is very different, but if that is the case then you are totally out of touch with the rest of the country and should not generalize here on behalf of Russians living elsewhere.

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Hipsters And Democratic Journalists Might Not Support Putin, But The Middle Class Does

Yet another oft-repeated Western trope about Russian politics is that Putin has “lost the middle classes” (Brian Whitmore, paging Kudrin), that it is liberals who speak for the middle class (Fred Weir), or even that it is not just the middle class who are against Putin but the masses too (Masha Gessen).

Let’s look at some numbers, figures, statistics, etc.

Putin appears to be as popular as ever. After reaching a multi-year of 63% approval in December 2011, he is now back at his typical 69% (Levada). Another poll indicates that 52% of its respondents would vote for Putin if elections were held tomorrow, compared with 9% for Zyuganov, 7% for Zhirinovsky, and 6% for Prokhorov (FOM). Likewise United Russia remains by far the most popular party, at 44% versus the second place Communists with 12%, despite the propaganda against it and well-publicized recent electoral losses in a few cities. So obviously there is no “mass movement” against Putin.

Now what about the more minimal form of this argument, that while Putin might retain support among blue-color workers (disparaged as uneducated, unenlightened, etc) the middle classes have deserted him?

But in that case, why did a plurality of even the richest Muscovites vote for Putin?

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Moscow Isn’t Another Country

Not like most people in Moscow live in palaces.

There is a certain Russian expression: “Москва — не Россия” (i.e. Moscow, isn’t Russia), to denote the idea that while the capital may be rich, at least by Russian standards, the rest of the country languishes in grinding poverty. This is a trope is frequently taken up by the Western media, which at times presents the Russia outside Moscow and St.-Petersburg as a wasteland languishing in Third World-style destitution. It is also commonly implied that Moscow is growing fast in prosperity, while the rest of the country lags behind.

And at first glance the statistics seem to confirm this, with salaries in Moscow for 2010 almost double the Russian average. Income disparities are even greater, the average income in Moscow being 2.5 greater than in Russia as a whole. It accounts for about 20% of Russian GDP while only representing 7% of its population. But as is usually the case, there is an important catch. As argued in an excellent article by Sergey Zhuravlev, there are several factors dragging down Moscow’s real level of prosperity.

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Quiz: Did This Happen In Russia Or A Democratic Country?

Vile, vile election fraudsters...

Did you know that elections in Britain and the US are marred by mass fraud? At least that would be the inescapable  conclusion if they were to be subjected to the most popular methods to “prove” that Russian elections are rigged in favor of Putin and United Russia. Below I have a translated a delightful quiz by Mikhail Simkin, where you have to answer just one question: Did this happen in Russia or in a democratic country?

Some of the following weirdness happened in elections in Russia. They contradict the laws of mathematics and basic decency. They cannot be explained by anything other than mass falsifications. Some of the weirdness happened in democratic countries. They can be explained by natural causes. Can you identify which is which?

(1) The distribution of polling stations by the percentage of votes for the winning presidential candidate in their region.

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Why Golos’ Own Figures Support Only 3%-6% Fraud

Since yesterday, the following image from an article by liberal journalist Evgenya Albats has been making the rounds on the Internet. It shows that whereas Putin’s official tally was 65%, independent observers put it close to or below the 50% marker that would necessitate a second round, such as Golos’ 51% and Citizen Observer’s 45%. Predictably, these figures were seized upon by the liberals to condemn the legitimacy of the elections. As Putin ended up getting 63.6%, while the average of all observers was 50.2%, one could conclude that the level of fraud was 13% or more.

However, as pointed out by Kireev, this is a gross misuse of statistics for political ends, because of the severe sampling problems: Golos observers were concentrated in Moscow, St.-Petersburg, and a few other large cities where Putin is less popular, while Citizen Observer is almost entirely confined to the capital. The website http://sms.golos.org/ collates the results from all the big Russian observer projects, and from the regional data, we can see that about half the election protocols compiled to create these figures were from Moscow; almost another quarter were from Moscow oblast and St.-Petersburg.

Nonetheless, while looking through the regional data, I realized that if it were to be adjusted for its pro-Moscow (anti-Putin) sampling bias, we could get a fairly a good estimate for the level of fraud in this election; or at least, an upper limit for it. And so that’s what I proceeded to do.

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The Provincialization Of Russian Electoral Fraud

Analysis of the election data is now trickling in, so I feel I can now make some real preliminary estimates of the degree of fraud (eventually, I will compile a list of estimates as I did for the 2011 elections). My assessment is that in these elections it was on the order of 3%-4%, which is lower than my estimated range of the 5%-7% fraud in the Duma elections, but still far too high by developed country standards. The geographical distribution of fraud has changed significantly: Moscow actually appears to be very clean this time wrong (in stark contrast to 2011, and 2009). However, there were little to no changes for the better in the ethnic minority republics, which is where the great bulk of the falsifications are now concentrated.

The most reliable evidence, in my opinion, is the FOM exit poll which gave Putin a vote of 59.3% in contrast to the 63.6% official tally – a difference of slightly more than 4%. (VCIOM gave him 58.3%, but I consider it slightly less reliable: It polled 63 regions, to FOM’s 81, and the missing regions included places like Ossetia and Daghestan where support for Putin is higher than average – even if so is the level of falsifications). Below is a table of regional falsifications, courtesy of Kireev. As you can see, the highest discrepancies between official and exit poll results – and the only ones exceeds the margin of error – are now in Federal Districts with many national ethnic minority republics: North Caucasus (Daghestan, Chechnya, etc), the Urals (Tatarstan, Bashkortostan), and the South (Kalmykia, Adygea). Across Russia as a whole, the discrepancy was 4.3%, relative to 6.3% in 2011.

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Translation: Sergey Zhuravlev – The Reversal Of The “Russian Cross”

Sergey Zhuravlev is a Russian economist who runs a wonky but eminently readable and very useful, interesting blog and writes for Expert (author profile), which I may add is an excellent publication. You have met him previously on my blog as the inventor of a clever – if, in my opinion, flawed – argument that the 2011 Duma elections were marred by 5%-6% fraud, but were clean in Moscow; and if you read the Russia blogs, you may also have come across Mark Adomanis’ translation of one his articles about Russian regional inequality. Now I am presenting a translation of his Feb 13 article on what I called as the end of Russia’s demographic crisis: The Reversal of the Russian Cross. In my opinion, it has a few weaknesses; in particular, he is too cavalier about dismissing the “alcohol hypothesis” about post-Soviet Russia’s “supermortality”. But overall it is a brilliant and deeply informative survey of the origins of the Russian Cross – the crossover of the births and deaths graphs in 1992 – as well as of its recent reversal, to the extent that natural population decline is now almost stabilized and the overall population is able to grow due to net migrants.

The Reversal Of The Russian Cross

Last year our country’s population increased, for the first time in 20 years. Although positive growth in aggregate was only enabled by immigration from the Near Abroad, existing trends in rising fertility and falling mortality were maintained.

If we are to go by Rosstat’s figures, in the past year Russia’s population – for the first time in virtually the entire twenty years of Russia’s existence as a sovereign state – increased, exceeding 143 million people. The maximum population size was reached in 1992, at 148.56 millions, and has since decreased at a practically monotone rate. That said, it should be added that small population growth was previously observed in 1994 and 2009, and that the population fall in 2010 was, most likely, explained by cumulative errors over the period since the 2002 Census, and by the abnormal mortality during that summer’s heatwave [AK: There were c.56,000 excess deaths during the anomalous 2010 heatwave, which is basically equivalent to population decline of 48,300. Furthermore, the 2010 Census showed there to be 143.9 million Russians, which was one million higher than projections based on the 2002 Census; this implied that during the period, net immigration was underestimated by more than 100,000 per year. So its likely that even despite the heatwave, Russia's population still eked out an increase in 2010].

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Far More People Protested FOR Putin Than Against, But You Wouldn’t Know It From The Western Media

The above photo, part of a photo report by Ridus, shows the Anti-Orange protest at Poklonnaya Gora in Moscow on February 4th. Does that look like 35,000 people to you, let alone 20,000 or 15,000? Because those were the most commonly cited figures in the Western media, apart from those cases where they ignored them altogether (The Guardian) or even tried passing them off as a ANTI-Putin rallies (e.g. Le Parisien).

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