Thursday, May 7, 2015

7/5/15: Europe's Non-Performing Loans: Still Rising & Getting More Toxic


In the world of scary stats, there's no place like Europe.

Even the perennial optimists at the IMF - that place where any debt is sustainable as long as there are structural reforms underway - agrees. This is why the IMF published this handy chapter as a part of its Global Financial Stability Report for Q1 2015 (http://www.imf.org/External/Pubs/FT/GFSR/2015/01/pdf/c1.pdf).

In this report it said that [italics are mine]: "Asset quality continued to deteriorate in the euro area as a whole in 2014, although at a slowing pace, with total nonperforming loans now standing at more than €900 billion. Furthermore, the stock of nonperforming loans in the euro area is unevenly distributed, with about two-thirds located in six euro area countries. [The stock of nonperforming loans in Cyprus, Greece, Ireland, Italy, Portugal, and Spain in total amounts to more than €600 billion]. In Cyprus, Greece, Ireland, Italy, Portugal, and Slovenia, a majority, if not all, of the banks involved in the ECB’s Asset Quality Review were found to have nonperforming assets of 10 percent or more of total exposure."

Roll in two super scary charts:




So far so bad… But it gets worse. "These bad assets are large relative to the size of the economy, even net of provisions. Euro area banks have lagged the United States and Japan in the early 2000s in their write-offs of these bad assets, suggesting less active bad debt management and more limited improvement in corporate indebtedness."

And another spooky illustration in order here:



Now, let's sum this up: after 6 years of 'reforms', deleveraging, special bad loans vehicles set ups, extraordinary legislative and regulatory measures aimed at dealing with loans arrears, waves of corporate and household bankruptcies, a minestrone worth of alphabet soups of various 'Unions' etc etc etc…

  • Bad debts pile in Euro area is rising;
  • Bad debts pile in Euro area is not matching dynamics in other countries, specifically the economic wasteland of Japan; and 
  • The best performing country in the group - Ireland - has the second worst performing banking balance sheet in the group (even after Nama and IBRC are netted out).


Clearly, successful resolution of the crisis is at hand.

7/5/15: BRIC Services & Composite PMIs: April 2015


In previous post I covered BRIC Manufacturing PMI for April (http://trueeconomics.blogspot.ie/2015/05/5515-bric-manufacturing-pmi-further.html), so now let's take a look at the Services PMIs.

  • Brazil Services PMI reading for April came in at 44.6 - marking rapid contraction in the sector that is worse than 47.9 reading in March. Overall, 3mo average through April now stands at 48.3, which marks worse performance than already contractionary 48.7 for the 3 months through January 2015. 3mo average through April 2014 was 50.7. April was the second consecutive month of readings below 50 and over the last 9 months, there were only two months of the PMI reaching above 50.0.
  • Russian Services PMI were covered ind entail here: http://trueeconomics.blogspot.ie/2015/05/7515-russian-services-and-composite.html. Dynamically, April reading of 50.7 came in as a surprise, breaking a 6mo-long streak of sub-50 postings. 3mo average through April is at very low 46.0 and 3mo average through January 2015 was even worse - at abysmal 44.7. A year ago, 3mo average through April 2014 stood at 48.4. Despite improved performance in April, it is hard to see Services PMI breaking the sub-50 trend in the medium term.
  • Chinese Services PMI came in at a marginally stronger growth, posting a reading of 52.9 in April compared to 52.3 in March. This is the third consecutive month of rising PMI readings and 3mo average through April 2015 currently stands at 52.4, which is marginally lower than 3mo average through January 2015 (52.7), but somewhat above 3mo average through April 2014 (51.4).
  • India Services PMI came in at 52.4, marginally lower than 53.0 in March 2015, marking second consecutive month of PMI declines. 3mo average through April 2015 is at 53.1 which is stronger than 52.0 for the 3mo through January 2015 and significantly above 48.3 3mo average through April 2014.


Full summary of Manufacturing and Services PMIs changes here:


As the above indicate, India remains on the upward PMI trend in Services sectors against flat, but above 50.0, trend for Manufacturing sectors. Brazil remains on downward trends in both Services and Manufacturing sectors, while China remains on a relatively weak upward trend in Services and weak downward trend in Manufacturing. Russia is too volatile to call on Services side and weak, but stabilising on Manufacturing side.

Combining the two sectors, overall activity in the BRIC economies suggests temporary (for now) convergence of Russian composite indicator to the upside, against BRIC ex-Russia indicator to the downside.


Once we take into account relive sizes of each BRIC economy in the global economy, BRIC group contribution to global growth appears to continue trending to the downside, as shown below:


7/5/15: Russian Services and Composite PMIs: April 2015

Russian Services and Composite PMIs are out today (Markit) and the results are quite positive.

Remember that Manufacturing PMI for April posted 48.9 compared to 48.1 in March, signalling less pronounced rate of contraction in the sector. Analysis of this is available here: http://trueeconomics.blogspot.ie/2015/05/5515-bric-manufacturing-pmi-further.html

Per Markit release: "The new orders component of the [Manufacturing] PMI was the primary drag on the headline index in April. Total new work fell at the sharpest pace for nearly six years, although the contraction was principally centred on capital goods producers… In contrast, consumer goods companies recorded solid growth… New export orders continued to fall markedly, extending the current period of contraction to twenty months. That said, some manufacturers found that clients were undertaking a degree of import substitution and choosing to purchase where possible from Russian producers rather than those based abroad. …However, there were signs from the latest survey that these …impacts were dissipating."

So key points for Manufacturing were:

  • Production rises modestly, but new orders down at a sharper rate
  • Price indices fall sharply to signal much slower inflation
  • Focus on cost-rationalisation and higher productivity leads to modest job losses



Meanwhile, in Services sectors, per Markit, "seasonally adjusted HSBC Russia Services Business Activity Index… signalled a return to growth in April. The reading of 50.7 (up from 46.1) pointed to a marginal increase in activity at service providers, representing a marked turnaround from the substantial reductions seen in the early part of 2015. …Services companies mainly linked the improvement in activity to higher new orders. New business also returned to growth in April, ending a seven-month sequence of contraction. According to respondents, rising client demand had helped them to secure more new business during the month. …Meanwhile, services companies continued to lower their staffing levels in April, extending the current sequence of job shedding to 14 months. Although remaining solid, the rate of decline in employment eased for the second month in a row and was the slowest since October 2014."

Key points on Services PMI:

  • Russian private sector output returns to growth
  • Services new business increases
  • Further reductions in staffing levels

Overall, m/m, seasonally-adjusted PMIs posted a first monthly rise in Manufacturing sector and second consecutive monthly rise in Services sector. Rate of growth in Services PMIs (m/m) has been extremely robust in March and April.

This resulted in the seasonally adjusted Composite Output Index posting 50.8 in April, up from 46.8 in the previous month and above the 50.0 no-change mark for the first time in seven months. This marks second consecutive month of m/m growth in Composite PMI.

More on near-term dynamics of the indices in the following post that will cover BRIC economies PMIs. But overall, we have some encouraging signs of stabilisation in the economy. The signs are still fragile and manifested through moderating rate of contraction signalled in Manufacturing and a marginal rate of growth in Services, with both manifesting over only one month to-date. In other words, we will need much more positive data to confirm any potentially developing upside trend.


Wednesday, May 6, 2015

6/5/15: Crunch Time in Greece: Day -t or -t-1


Just as Greece barely made today's payment of EUR200 million to the IMF (there's much more coming up - http://trueeconomics.blogspot.ie/2015/04/24415-greek-debt-maturities-through-2016.html) even if only by not paying its own internal bills (http://businessetc.thejournal.ie/greek-debt-crisis-update-2087392-May2015/), the ECB continued to pretend that all is fine in the solvent world of Greek banks. As there exult, the ECB hiked Greek ELA by another EUR2 billion to EUR78.9 billion, which means that some 60% of Greek deposits are now covered out of ELA.

Per FT report (http://www.ft.com/intl/fastft/319051/ecb-mulls-tougher-greek-lending-rules), the ECB's governing council discussed whether "to impose tougher haircuts on the collateral Greek lenders are using to secure emergency loans from Greece's central bank. The council …voted against raising the haircuts, but is likely to revisit the issue should Monday's Eurogroup meeting of eurozone finance ministers disappoint." Which means that should the Greeks continue to play hard ball with the Eurogroup, the ECB can raise collateral requirements on ELA and force Greek banks into panic search for new collateral eligible to be pawned into the ELA.

And while the Greek savers continue to hold deposits in Greek banks - yes, clear evidence of infinite irrationality of retail investors - currency dealers are cutting credit lines extended to Greek banks for trading in forex markets (http://www.bloomberg.com/news/articles/2015-05-06/greece-s-banks-said-to-face-curbs-to-foreign-exchange-trading-i9d1an9v). That's because the Eurosystem et al can fool some of the people some of the time (depositors for now) but can't fool all of the people all of the time.

The whole shift in markets sentiment is not missing on the Credit Default Swaps traders either:



Meanwhile, do recall that Greece is at a risk of running primary deficit in place of primary surplus for 2015: http://trueeconomics.blogspot.ie/2015/05/5515-imf-greece-europe-more-bickering.html (although this FT piece seems to suggest they are not, yet… http://blogs.ft.com/brusselsblog/2015/05/06/is-this-how-greece-is-avoiding-bankruptcy/) and you have a potent cocktail of explosives wired together and the clock's ticking... EUR200 million 'Tick'… EUR800 million 'Tock'… before June EUR1.5 billion 'Kaboom!'

6/5/15: Thus Spoke 'Not a Dwarf' of Politics...


Does it make you wonder what the U.S. might have looked like if Sarah Palin was elected in 2008? Well, here's a snapshot of a similar experiment currently ongoing in Europe: behold the European Titan of Thought, the (one of the numerous) President of Europe, Jean-Claude Juncker and his latest escapade http://www.telegraph.co.uk/finance/economics/11583755/Anglo-Saxon-world-would-rip-apart-Europe-after-a-Grexit-says-Juncker.html.

This is the best that Europe can do in making high level appointments. And it is out there, on par with Palin.

So here are some choice moments from Mr Juncker-Palin lengthy career as Europparatchik...

  • On the 2005 French referendum on the Lisbon Treaty: "If it's a Yes, we will say 'on we go', and if it's a No we will say 'we continue'."
  • On the Lisbon Treaty, 23 June 2007: "The constitutional treaty was an easily understandable treaty. This is a simplified treaty which is very complicated."
  • On the Lisbon Treaty, 2 July 2007: "Britain is different. Of course there will be transfers of sovereignty. But would I be intelligent to draw the attention of public opinion to this fact?"
  • On 20 April 2011: "Monetary policy is a serious issue. We should discuss this in secret, in the Eurogroup [...] I'm ready to be insulted as being insufficiently democratic, but I want to be serious [...] I am for secret, dark debates."
  • Referring to his work in the European Council in 2012: "We decide on something, leave it lying around and wait and see what happens. If no one kicks up a fuss, because most people don't understand what has been decided, we continue step by step until there is no turning back."
  • On Greek crisis, 2011: "When it becomes serious, you have to lie."
  • To George W. Bush, June 20 2005: "I was going to say he's a piece of work, but that might not translate too well. Is that all right, if I call you a 'piece of work'?"
  • As PM of Luxleaks: "We do not attract Russian money to Luxembourg with high interest rates."
  • Ibid: "The Luxembourg financial centre is based on several pillars, we are characterised by the breadth of our product range, we are an active participant in the international credit business."
  • "I am not a dwarf."
  • "God understands more about the financial markets than many who write about them."
  • "...we must be careful that we do not blow up the global financial system by insisting on regulatory principles."
  • Answering the question: :what happens if we're sitting here again next year and conclude that Greece is still not on a stabilization course?", Juncker produced the following: "If the donkey were a cat it could climb a tree. But it is not a cat. Nevertheless, this is a question that worries many people. My answer to it is almost a little theological: I do not believe that this question will ever be asked."
  • "We must go back to teach Europeans to love Europe."
  • "I believe neither the French nor the Dutch really rejected the constitutional treaty."
  • "Now is the time to give a message of hope to the Greek people, not only implement, implement, implement and obligations, obligations, obligations, the message that the European institutions will give help and solidarity with particular rates, in order to over come this very bad situation at the social level."
  • "One should stop - especially Britain, which was always for expansion of the European Union - discriminating against countries only because it comes across well in the current context if you beat up on others, i am strictly against that one should - and this is the key point - act as if all Poles, all Romanians, all Bulgarians who are on the European labor market are doing this out of a basically criminal disposition. These are people who are working to get paid." [It is worth remembering that the UK was one of just 3 countries in the EU that opened its labour market to the Accession States]
  • On Greek bailout negotiations currently underway: "I am working together with Eurogroup President Jeroen Dijsselbloem to achieve an extension of the existing program, in order to bridge the time until summer."
  • "Britain is different. Of course there will be transfers of sovereignty. But would I be intelligent to draw the attention of public opinion to this fact?"
All of which provides a decent comic relief across the Atlantic, and a dose of tears here, in Europe, where taxpayers are paying for this 'leadership' through the nose.

6/5/15: Irish Services & Manufacturing PMI: April 2015


Irish Services PMI (Markit & Investec) for April posted slightly lower rate of growth in the sector compared to March, declining marginally to 60.9 from 60.6 a month ago. Current reading marks the 14th consecutive month of Services PMI above 60.0 and 33rd consecutive above 50.0 reading, so not surprisingly, the sector is running hot.

Irish Manufacturing PMI is covered in more details here: http://trueeconomics.blogspot.ie/2015/05/1515-irish-manufacturing-pmi-april-2015.html


Stripping out some volatility:

  • Services sector PMI 3mo average is currently at 62.2, running above 3mo average through January 2015 (61.0) and 3mo average through April 2014 (60.0). 6mo average through April 2015 is just 0.4 points below 6mo average through October 2014.  Historically, current Services PMI 12 mo average of 61.8 compares favourably to the post-crisis period average of 56.0 and pre-crisis average of 57.6. Crisis period average was 50.7.
  • Manufacturing sector PMI 3mo average through April 2015 is at 56.1 which is somewhat lower than the 3mo average through January 2015 (56.7) but well ahead of the 3mo average through April 2014 (54.8). 6mo average for the period through April 2015 is 0.5 points above the 6mo average through October 2014. Historically, current Manufacturing PMI 12 mo average of 56.1 compares favourably to the post-crisis period average of 52.7 and pre-crisis average of 51.8. Crisis period average was 51.2.


In April, both Services and Manufacturing PMIs posted some marginal slowdown in activity compared to April 2014. Services PMI slipped from 61.9 to 60.6 and Manufacturing PMI declined from 56.1 to 55.8. Nonetheless, both series have now been jointly trending above 50.0 for 23 months, which is a solid performance.


6/5/15: IMF to European Life Insurers: Japanification Cometh


Life Insurance business is the out-of-sight type of the sector that few notice... until it is too late. So here is an early warning from the IMF (not known for early warnings).

Core point is: we are in a world of Japan - persistently low, extremely low interest rates. Which means that insurance companies with long-dated contracts face the challenge of liabilities exceeding assets at some point in time. The longer the duration of low rates, the greater is the risk of a system-wide insolvency.

So insurance industry took some stress tests recently. And passed. except the stress tested was not enough to match the current reality:


Oops...

Tuesday, May 5, 2015

5/5/15: Good Bonds, Bad Rules & Russian Deficits


Neat chart via @sobberLook showing Russian 2-year bonds yields out through today:


The blowout is over, but at 10.9% still ahead of anything 'normal' and remains pressured. To me, real test will be around 9.7% levels and then again around 9%.

Meanwhile, on a supportive side of things, Russia is about to decouple its budgetary balance estimates from the 3-year (back) average oil price rule, by switching to RUB denominated oil price benchmark. Which will improve the deficit calculations by bringing some reality to assumptions underlying the budget.

As the result of the switch, Budget for 2015 will see a correction in built-in oil price of RUB2,915, Budget 2106 - of RUB1,938 and Budget 2017 of RUB 760. Thereafter, the effect should be weaker, with Budget 2018 estimated impact is for price decline of RUB60. Current rule implies that Budget 2016 was to be estimated using oil price of USD89 per barrel, against the Economy Ministry forecast of USD60.  In 2015, Budget is computed using base line price of USD94 against the economic forecast (for the Budget) of USD55. Higher budgeted oil price implies higher spending, while revising the benchmark price down as per new proposed rule implies lower spending and, thus, lower deficits. So, in return, budget cuts and balancing of the budget, will be spread over longer horizon and will allow to more conservatively use Russian foreign exchange reserves.

More on this here: http://www.vedomosti.ru/newspaper/articles/2015/05/05/minfin-pridumal-kak-viiti-iz-lovushki-byudzhetnogo-pravila.

5/5/15: US Mint Gold Coins Sales: April 2015


April sales of U.S. Mint gold coins came in at 39,500 oz, down 29.5% y/y. Over the first 4 months of 2015, total sales of U.S. Mint gold coins (by volume) is down 8.9% y/y. In terms of number of coins sold, April sales stood at 71,500 units, down 39.7% y/y and the first four months of 2015 cumulative sales are down 9.1% y/y. Meanwhile, average volume of coin sold in April stood at 0.552 oz per coin against 0.473 oz/coin a year ago. Still, average weight of coin sold in the first 4 months of 2015 is down 1.4% y/y.


As the chart above shows, current reading is well below the post-crisis period average of 58,542 oz and only marginally above the pre-crisis average of 38,016 oz. Historical average is 79,825 oz, and current reading is statistically below the historical average.


12 months dynamic correlation between prices and volume of U.S. Mint gold coins sales has remained negative in April, albeit at -0.08 not statistically significant. This means that over the last 12 months - from April 2014 through April 2015, investors and savers tended to purchase more U.S. Mint coins gold against falling prices, and less against rising prices. Historically, average 12mo correlation between gold prices and coins demand is -0.03.

Overall, the trend toward lower post-crisis sales for the U.S. Mint gold coins compared to the crisis period sales has been in place now since start of H2 2013 and remains in place. However, the trend is still to the upside compared to the pre-crisis period. Data from Q3 2014 on suggests some renewed weakening in demand trend, but confirming this will require more months coming in at below the post-crisis average reading. 

The reason for being cautious about calling the short-term trend change in Q4 2014 is that data for Gold Eagles sales (we have many more years worth of these sales) suggests a different signal to total U.S. Mint gold coins sales. Specifically, as can be seen in the chart below, there is actually some potential positive growth trend emerging in the Eagles sales data for Q2 2014-present.


5/5/15: IMF, Greece & Europe: More Bickering, Less Tinkering?


An interesting article on Greece in FT: http://www.ft.com/intl/cms/s/0/72b8d2ae-f275-11e4-b914-00144feab7de.html#ixzz3ZFOAlR4B suggesting that the IMF is now actively drifting into fall-out management mode for Greek crisis.

According to the FT: "Greece is so far off course on its $172bn bailout programme that it faces losing vital International Monetary Fund support unless European lenders write off significant amounts of its sovereign debt, the fund has warned Athens’ eurozone creditors." And this means that Greece is at a risk of failing to secure release of EUR3.6 billion worth of bailout funds - the IMF share of the EUR7.2 billion of Troika funds - that still remain to be disbursed to Athens.

Absent these funds, Greece is insolvent, full stop.

Basically, per IMF projections, debt sustainability in Greece requires 3% primary net lending / borrowing balance in 2015 (up on estimated surplus of 1.5% in 2014) and this is required to rise to 4.5% in 2016-2017 and 4.24% in 2018-2020. In Euro terms, 2015 primary surplus required is EUR5.49 billion. Instead, the IMF now estimates that the country will be running a primary budget deficit (not surplus) of 1.5%.

Primary balance is Government balance excluding interest on debt.

If true, the deterioration in Greek finances so far this year is massive. And there is no way of correcting for it, unless either Greece imposes much more severe austerity or there is a formal and significant debt restructuring for debts held by the 'official sector' - aka Troika.

Per FT report, sources close to the Eurogroup claimed that “The IMF thinks the gap between the two realities is very large right now,” said one senior official involved in the talks. A stand-off between the IMF and eurozone creditors over Greece is not unprecedented. Three years ago, the IMF refused to disburse its portion of the aid tranche because of similar fears Greek debt was not falling fast enough. The IMF only signed off after eurozone ministers agreed to consider, but never implemented, writing down their bailout loans to reduce Greece’s debt to “substantially lower” than 110 per cent of GDP by 2022. It currently stands at 176 per cent." So in other words, the IMF appears to be pushing for a debt restructuring for Greece.

In a separate report: http://www.ifre.com/imf-not-insisting-on-further-debt-relief-for-greece-schaeuble/21197177.fullarticle Germany Finance Minister Wolfgang Schaeuble denied the IMF is pressuring the Eurogroup to restructure Greek debts.

As I noted in January (http://trueeconomics.blogspot.ie/2015/01/512015-imf-on-debt-relief-for-greece.html), this is by far the most often repeated disagreement between Greece, Europe and the IMF. And it comes as the Eurogroup attempts to structure another bailout package for Greece. So far, rumours have it, the Eurogroup outlook for Bailout 3.0 needs are pitched at EUR30-50 billion. But, as FT notes, "rising deficits could change that calculation."

Meanwhile, Greece continues to stumble from one payout to next - on a weekly basis - http://trueeconomics.blogspot.ie/2015/05/1515-good-news-may-hide-bad-news-when.html

And now we have a smell of napalm in the morning - some signs of bond markets repricing peripheral risks for the euro area:



5/5/15: BRIC Manufacturing PMI: Further Growth Slowdown in April


BRIC manufacturing PMIs (Markit) are out for April, and the signs are poor in terms of economic growth prospects for the block of the four largest emerging economies.


  • Brazil manufacturing PMI came in at 46.0 in April, down from already abysmal 46.2 in March, singling deepening and accelerating contraction. This the the third consecutive month of Manufacturing PMI below 50.0. 3mo average is at 47.3 and previous 3mo average (through January 2015) is at 49.9. The weakness in Brazil manufacturing sector performance is not new: in 3mo through April 2014 the index reading was just 50.1. Weak growth or contraction (below 51.0) has been recorded every month since March 2013. As of April, Brazil has posted the lowest monthly and 3mo average readings for Manufacturing PMIs for all BRIC countries.
  • Russian Manufacturing PMI posted a slight improvement in April, rising to 48.9 from 48.1. Nonetheless, April was the fifth consecutive month of sub-50 readings and the 'improvement' is reflective of a slowdown in the rate of contraction, not a reversal of contraction. 3mo average through April is at 48.9 which is still worse than the 3mo average through January 2015 (49.4) and only marginally better than 3mo average through April 2014 (48.4). Last time Russian manufacturing PMI reading was in healthy territory was November 2014 when it posted a surprising reading of 51.7, but overall, weak performance can be traced back to July 2013.
  • Chinese Manufacturing PMI continued to post contraction in the sector coming in at 48.9 in April, marking worsening in the growth conditions compared to 49.6 reading in March and the second consecutive month of sub-50 readings. 3mo average is now at 49.7, marginally weaker than 49.8 3mo average through January 2015. Current 3mo average is, however, stronger than 48.2 average for the 3 months through April 2014.
  • India was the only BRIC economy that managed to sustain above-50 reading for the Manufacturing PMI. However, at 51.3 in April, the PMI is still down on 52.1 in March. This marks 18th consecutive monthly above-50 reading for the series.






Overall, April data indicates significantly adverse conditions in BRIC manufacturing, with Brazil being by far the worst performer in the group both in terms of monthly reading and 3mo average. As the chart above shows, excluding India, BRIC Manufacturing PMIs trend to the downside from mid-2014 levels with Brazil readings at the worst levels since September 2011, Russia continuing to perform at the levels consistent with the worst economic slowdown since October 2008-July 2009, China showing renewed weaknesses consistent with overall zero growth trend present since around Q2 2013. India bucked the BRIC pattern by posting a positive growth trend since Q4 2013.

Saturday, May 2, 2015

2/5/15: China's “Great Leap Forward” in Science and Engineering


Richard B. Freeman and Wei Huang NBER Working Paper No. w21081, April 2015 titled "China's “Great Leap Forward” in Science and Engineering" looks at how over "…past two decades China leaped from bit player in global science and engineering (S&E) to become the world's largest source of S&E graduates and the second largest spender on R&D and second largest producer of scientific papers. As a latecomer to modern science and engineering, China trailed the US and other advanced countries in the quality of its universities and research but was improving both through the mid-2010s."

The paper "...presents evidence that China's leap benefited greatly from the country's positive response to global opportunities to educate many of its best and brightest overseas and from the deep educational and research links it developed with the US. The findings suggest that global mobility of people and ideas allowed China to reach the scientific and technological frontier much faster and more efficiently."

Overall, a nice addition to the body of literature exploring internationalisation of human capital and shedding some light onto a less reported area of this development: the reverse flows of human capital from the advanced economies to emerging markets.


Full link: Freeman, Richard B. and Huang, Wei, China's “Great Leap Forward” in Science and Engineering (April 2015). NBER Working Paper No. w21081: http://ssrn.com/abstract=2593660