CHINAMacroReporter

Clearing up a few misconceptions on China's capital flight

Last year, I debunked a popular measure of trade misinvoicing as the culprit for China’s capital outflows. Today, let’s scrutinize two other misconceptions bouncing around the China commentator echo chamber.
by

Brandon Emmerich | Granite Peak Advisory

|

CHINADebate

April 26, 2017
Clearing up a few misconceptions on China's capital flight

“It ain’t what you don’t know that gets you in trouble, it’s what you know for sure that just ain’t so.”

– Mark Twain

Last year, I debunked a popular measure of trade misinvoicing as the culprit for China’s capital outflows. Today, let’s scrutinize two other misconceptions bouncing around the China commentator echo chamber.

But first, a summary of the argument from last year: ‘Trade misinvoicing’ is when trading companies undercharge for exports or overpay for imports so that intermediaries can stash the difference in an offshore bank account. The consensus narrative claims that we can observe this directly via discrepancies in bilateral trade data. So, I showed how to generalize those discrepancies to a time series indicator; and, that this indicator offers zero explanatory power for China’s drawdown of FX reserves.

Today, let’s audit another proposed mechanism of capital flight involving artefacts of China’s trade data. I first saw this proposal in a blog post by Christopher Balding, economics professor at Peking University and owner of a delightful twitter handle. Since, many others have reproduced and repacked a similar analysis. Here is the basic idea:

The differences in key data surrounding trade data is illustrative… Whereas Chinese Customs reports $1.68 trillion and SAFE report $1.57 in goods imports into China, banks report paying $2.55 trillion for imports.  In other words, funds paid for imported goods and services was $870-980 billion or 52-62% higher than official Customs and SAFE trade data.  This level of discrepancy is extreme in both absolute and relative terms and cannot simply be called a rounding error but is nothing less than systemic fraud.

In other words, the difference between imports and bank payments data directly exposes the mechanism by which Chinese nationals ferret money out of the country.

Dr. Balding’s analysis is seductive for two reasons: One, we get to cry that China is imploding. Finally! Two, we’re supplied with further evidence implicating the statistical agencies in China Watchers v. Chinese Economic Data. Both get clicks.

However, a rigorous look at the data rejects this hypothesis. We can construct an indicator of this “systemic fraud” by subtracting the value of imports reported by Customs from the value of bank payments for imports (which is reported by SAFE). Let’s call it, “Bank Overpay.” Then, we compare bank overpay to changes in PBOC FX reserves. A final note, while Dr. Balding appears to be citing annual data from 2015, I use monthly data.

China began hemorrhaging foreign exchange reserves in late 2014. However, banks began ‘overpaying’ for imports nearly three years earlier. The eye-test alone debunks this mechanism as a direct monitor for capital flight. Furthermore, a battery of statistical tests show that a model of China’s FX reserves gains zero explanatory power by including ‘bank overpay’ as a predictor variable.

I can’t explain the discrepancy between Customs and SAFE import data, that could be topic for future digging – perhaps even a trip down to the docks. But, this particular statistical artefact and China’s capital flight are unrelated.

So, what does explain China’s recent bout of capital outflows? I still find this BIS report most persuasive. Robert McCauley and Chang Shu offer two drivers: corporates paying down FX debt and foreigners reducing their stock of RMB deposits. A simple model taking those two as independent variables explains around 70% of the variance in the PBOC’s FX reserves.

Now, let’s move on to China’s capital controls. The echo chamber commentators are tripping over each other to tell us that recent capital controls have staunched FX reserve depletion, and we should put worries of China’s capital flight behind us (read here ,here, and here).

What does the data say?

We can use the concept of covered interest parity to quantitatively observe the efficacy of capital controls. CIP assumes that in the absence of country risk, obscene transaction costs, or (most importantly, here) capital controls, an investor should not be able to capture a riskless profit by arbitraging the interest rate differential between two countries.

The methodology: we calculate an ‘FX implied rate’ for SHIBOR, which is what an investor should earn in China based on both USD funding costs and the expectation of future exchange rates. A divergence between the implied and real rates confirms the presence of capital controls limiting the free movement of capital. On the other hand, convergence would show a relative freedom of capital mobility.

A pile of studies (see here, and here) used this methodology to observe the effect of Japan’s capital controls last century finding that strong capital controls contributed to significant deviations from covered interest parity. Applying the same methodology in reverse, we see that China’s capital controls have recently actually become quite leaky.

The left-hand side plots the one year SHIBOR and FX implied rates, the right-hand side the difference between the two. The convergence of the two rates implies that China’s capital account has become more porous over the last 2 and half years, not less. And, recent capital controls certainly haven’t pinched complete capital mobility.

So what does this all mean?

Although PBOC FX reserves have stabilized for the moment, and the government has simultaneously implemented strict capital controls, I don’t believe the latter to be the cause of the former. Not only that, we still don’t have an accurate quantitative measure to observe in real time by which channel money is leaving the country.

Given China’s massive money supply, the RMB still faces tremendous downside risk should China get hit with another economic shock. Regarding capital flight, I believe that China is not yet out of the woods.

More

CHINAMacroReporter

February 8, 2021
Why the Anglosphere sees eye to eye on China
‘Some of America’s European allies are very wary of what they fear will be a new cold war with China. By contrast, the US is getting more support from the UK, Australia and Canada.’
keep reading
February 7, 2021
' "Longer Telegram" | To Counter China’s Rise, the U.S. Should Focus on Xi'
A strategy that focuses more narrowly on Xi, rather than the CCP as a whole, presents a more achievable objective.'
keep reading
February 7, 2021
'The Sources of Soviet Conduct'
'The main element of any United States policy toward the Soviet Union must be that of a long-term, patient but firm and vigilant containment of Russian expansive tendencies.’
keep reading
May 27, 2021
'Demography + Technology is Destiny'
The census showed that the number of births nationwide fell to the lowest level since 1961, following a nationwide, manmade, famine caused by Mao’s “Great Leap Forward” that killed tens of millions of people, and that China’s total population could peak in the next few years.
keep reading
May 27, 2021
'China: Births Falling'
‘China’s total population could peak in the next few years, spurring profound changes for the world’s second-biggest economy.’
keep reading
May 27, 2021
'Demography + Technology is Destiny'
The census showed that the number of births nationwide fell to the lowest level since 1961, following a nationwide, manmade, famine caused by Mao’s “Great Leap Forward” that killed tens of millions of people, and that China’s total population could peak in the next few years.
keep reading
May 27, 2021
'China: Getting Old Before Getting Rich'
‘Over the past two generations, China has seen a collapse in fertility, exacerbated by Beijing’s ruthless population-control programs.’ ‘With decades of extremely low fertility in its immediate past, decades more of that to come, and no likelihood of mass immigration, China will see its population peak by 2027.’
keep reading
May 27, 2021
'China Bets on Productivity Over Population to Drive Its Economy'
‘Beijing has a two-pronged approach to maintaining economic growth as its population shrinks.’ ‘First, it intends to slow the decline of the urban workforce by raising the retirement age and encouraging migration of more of the country’s 510 million rural residents to cities.’ ‘Second, it plans to raise productivity -- a measure of economic output per worker -- with the latest five-year plan emphasizing better vocational education and more investment in scientific research, automation and digital infrastructure.’ [see second chart above]
keep reading
May 27, 2021
'China: Getting Old Before Getting Rich'
‘Over the past two generations, China has seen a collapse in fertility, exacerbated by Beijing’s ruthless population-control programs.’ ‘With decades of extremely low fertility in its immediate past, decades more of that to come, and no likelihood of mass immigration, China will see its population peak by 2027.’
keep reading
May 27, 2021
'China: Births Falling'
‘China’s total population could peak in the next few years, spurring profound changes for the world’s second-biggest economy.’
keep reading
May 27, 2021
'Why Demographics is (Close to) Destiny'
‘Demographics may not be destiny, but for students of geopolitics, they come close.’
keep reading
May 27, 2021
'Sex and the Chinese Economy'
‘A rise in China’s male-female ratio may have contributed to between one-third and one-half of the increase in its trade surplus with other countries.’ ‘The sex imbalance thus likely underpins an important source of tension between China and the US. Yet bilateral engagement has paid scant attention to this linkage.’
keep reading
May 27, 2021
'Lousy demographics will not stop China’s rise'
‘The old maxim ‘demography is destiny’ no longer holds in the same way that it used to.’ ‘A shrinking and ageing population may not have the same gloomy implications in the 21st century.’
keep reading
May 20, 2021
'Apple in China: No Plan B'
“This business model only really fits and works in China. But then you’re married to China.” ‘The Chinese government was starting to pass laws that gave the country greater leverage over Apple, and Mr. Xi would soon start seeking concessions. Apple had no Plan B.’
keep reading
May 20, 2021
'Tim Cook and Apple Bet Everything on China.'
‘For Apple, a clean break with China is impossible.’
keep reading
May 20, 2021
'Apple held hostage by its Chinese puzzle'
"The massive and complete supply chain ecosystem in China is key to the iPhone maker's success, but it has also created a gigantic organism that would struggle to move somewhere else."
keep reading
May 20, 2021
‘Censorship, Surveillance and Profits: A Hard Bargain for Apple in China’
‘Apple built the world’s most valuable business on top of China. Now it has to answer to the Chinese government.’
keep reading
May 20, 2021
Apple in China
‘But just as Mr. Cook figured out how to make China work for Apple, China is making Apple work for the Chinese government.’ ‘Behind the scenes, Apple has constructed a bureaucracy that has become a powerful tool in China’s vast censorship operation.’
keep reading
May 20, 2021
'Apple Reaches $2 Trillion'
“This business model only really fits and works in China. But then you’re married to China.” ‘The Chinese government was starting to pass laws that gave the country greater leverage over Apple, and Mr. Xi would soon start seeking concessions. Apple had no Plan B.’
keep reading
May 15, 2021
‘Scenario Three: Leadership Challenge or Coup
‘By removing de jure term limits on the office of the presidency — and thus far refusing to nominate his successor for this and his other leadership positions — Xi has solidified his own authority at the expense of the most important political reform of the last four decades: the regular and peaceful transfer of power.’
keep reading
May 15, 2021
Invitation to a Trivium Flash Talk: 'China's Data Environment from a Big-Picture Perspective.’
‘This talk is designed to cut through the tech and legal jargon, and lay out the top-level strategic rationale underpinning China's thinking on data. We'll cover:’
keep reading
May 15, 2021
Invitation to a Trivium Flash Talk: 'China's Data Environment from a Big-Picture Perspective.’
‘This talk is designed to cut through the tech and legal jargon, and lay out the top-level strategic rationale underpinning China's thinking on data. We'll cover:’
keep reading
May 15, 2021
After Xi: A Succession Crisis to Rock the World
A new risk to add to your analyses and strategic planning: A succession crisis in China. By removing term limits on his stay in office and by not naming a successor, Secretary General Xi Jinping ‘has pushed China towards a potential destabilising succession crisis, one with profound implications for the international order and global commerce,’ writes Richard McGregor of the Lowy Institute and Jude Blanchette of the Center for Strategic & International Studies
keep reading
May 15, 2021
‘Scenario Four: Unexpected Death or Incapacitation'
‘Even if the CCP’s claim that Xi Jinping has no designs to remain in office for life is true, his evisceration of succession norms leaves the country ill-prepared for his sudden death or incapacitation.’
keep reading
May 15, 2021
'Regime change in China is not only possible, it is imperative.'
‘We must make regime change in China the highest goal of our strategy towards that country.’ ‘The US and its allies cannot dictate to China the political system by which it is governed. But they can and must engineer conditions which embolden and enable those in China who also want regime change to achieve it.’
keep reading
May 15, 2021
After Xi: A Succession Crisis to Rock the World
A new risk to add to your analyses and strategic planning: A succession crisis in China. By removing term limits on his stay in office and by not naming a successor, Secretary General Xi Jinping ‘has pushed China towards a potential destabilising succession crisis, one with profound implications for the international order and global commerce,’ writes Richard McGregor of the Lowy Institute and Jude Blanchette of the Center for Strategic & International Studies
keep reading
May 15, 2021
'Regime change in China is not only possible, it is imperative.'
‘We must make regime change in China the highest goal of our strategy towards that country.’ ‘The US and its allies cannot dictate to China the political system by which it is governed. But they can and must engineer conditions which embolden and enable those in China who also want regime change to achieve it.’
keep reading
May 15, 2021
'After Xi: China's potentially destabilising succession crisis'
‘By removing de jure term limits on the office of the presidency — and thus far refusing to nominate his successor for this and his other leadership positions — Xi has solidified his own authority at the expense of the most important political reform of the last four decades: the regular and peaceful transfer of power.’ ‘In doing so, he has pushed China towards a potential destabilising succession crisis, one with profound implications for the international order and global commerce.’
keep reading
May 15, 2021
‘Scenario One & Two: Xi Steps Down'
‘In this scenario, Xi thwarts the current consensus by handing over his leadership positions to at least one individual from the current Politburo Standing Committee (as per existing regulations).’
keep reading
May 12, 2021
The Poem that Cost Billions
The billion dollar losses that came from quoting an 1,100-year-old poem, toWhy foreign companies in China have Stockholm Syndrome
keep reading
May 10, 2021
'A 1,100-Year-Old Poem Cost Meituan’s Outspoken CEO US $2.5 Billions'
‘On Monday, because of an 1,100-year old poem about events 2,200 years ago posted by the founder of food delivery giant Meituan, investors panicked, and sank the company’s market cap by $15.6 billion. And Meituan CEO Wang Xing, who posted the poem, lost $2.5 billion of his wealth.’
keep reading
May 9, 2021
'The Housing Bubble That Just Won’t Pop'
‘China’s cities are plagued by a diverging trend: high demand and exorbitant prices for residential properties in tier 1 cities and yet an oversupply in smaller, lower-tiered cities.’
keep reading
May 7, 2021
'Would China really invade Taiwan?'
‘Is Taiwan really "the most dangerous place on earth?" No. Or at least, not right now.’
keep reading
May 7, 2021
'Don't Help China By Hyping Risk Of War Over Taiwan'
‘China is marshaling its full range of capabilities to intensify pressure on Taiwan below the threshold of conflict.’ ‘Beijing's goal is to constantly remind Taiwan's people of its growing power, induce pessimism about Taiwan's future, deepen splits within the island's political system and show that outside powers are impotent to counter its flexes.' ‘Its approach is guided by the Chinese aphorism, "Once ripe, the melon will drop from its stem [瓜熟蒂落]," ’‘This strategy may require more time than war, but it would come at less cost and risk to Beijing.’
keep reading
May 7, 2021
'China Threat: A "perception gap" between the U.S. and Taiwan'
‘While the U.S. talks up the medium-term military threat, the democratic island sees the moves as part of a bigger, more immediate problem: "gray zone" warfare from Beijing that is meant to wear down the morale of not just the Taiwanese military, but also the island's people.’
keep reading
May 7, 2021
'The most dangerous place on Earth'
‘Taiwan is an arena for the rivalry between China and America.’ ‘Although the United States is not treaty-bound to defend Taiwan, a Chinese assault would be a test of America’s military might and its diplomatic and political resolve.’
keep reading
May 7, 2021
'The Most Dangerous Place on Earth'
‘China's top priority now and in the foreseeable future is to deter Taiwan independence rather than compel unification,’ note Richard Bush (Brookings (retired)), Bonnie Glaser (German Marshall Fund in America), and Ryan Hass (Brookings Institution)
keep reading

Heading

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.