Friday, September 18, 2015

18/9/15: "Russia is not the enemy": Boston Globe Op-ed


Superb op-ed in the Boston Globe dissecting the U.S. strategic errors in viewing Russia as an intrinsic enemy of the West:

"Emotion argues that Russia is a troublemaker because it refuses to play by our rules, and must be confronted and punished. Reason should reply that Russia is a legitimate power, cannot be expected to take orders from the West, and will not stand quietly while the United States promotes anti-Russia movements on its borders."

Read the full article here.

Thursday, September 17, 2015

17/9/15: That 'Lost Decade' Meme... U.S. Median Incomes

The common memes in the media today are:

  1. U.S. economic recovery from the crisis is complete and is well ahead of that of the euro area; and
  2. The most recent economic crisis is a standalone event (a recession, rather than a continuation of a period of longer-term stagnation) and, thus, we can talk about the so-called 'lost decade' when it comes to the crisis-induced disruption.

Three really powerful articles on the topic of median incomes in the U.S. over the last 30 years that clearly dispute these points.


  • First, Quartz.com piece, using US Census Bureau data, showing that inflation-adjusted median household income in 2014 stood at USD53,657 down 6.5% on 2007 levels and back to the levels compatible with 1989. Link to full article here.
  • Second, Mike Shedlock's piece covering same data from more involved angles, with more scar figures: "Real median household income for all races is where it was in 1996. Real median household income for white non-Hispanics is where it was in 1997. Real median household income for blacks is where it first was in 1995. Real median household income for Hispanics is where it first was in 1998. Real median household income for Asians is where it first was in 1995." Full article here. The key point in both is that the so-called 'lost decade' looks more like 'lost two decades' and counting.
  • Third, Yves Smith's piece on the same topic, taking adjustments to historical data into account, showing (chart below) that "Median household income for non-elderly households in 2014 ($60,462) was 9.2 percent, or $6,113, below its level in 2007. The disappointing trends of the Great Recession and its aftermath come on the heels of the weak labor market from 2000–2007, during which the median income of non-elderly households fell significantly from $68,941 to $66,575, the first time in the post-war period that incomes failed to grow over a business cycle. Altogether, from 2000–2014, the median income for non-elderly households fell from $68,941 to $60,462, a decline of $8,479, or 12.3 percent…" Full article here.



Do remember, we are talking here about the engine of global recovery, the home of hope for the real workers, the jobs creation machine, the U.S. economy that is, allegedly, in a ruder health than the rest of the advanced economies world... just don't forget to add that crucial 's' at the end of its 'lost decade' descriptor...

17/9/15: Greek Crisis: Structural & Institutional Drivers


A lot has been written about Greek economy, with basically two divergent views (ignoring comical extreme perspectives usually harboured by the media) of the core problem:

  • The first perspective is that Greek economy has been driven by wrong-footed European policies (austerity, failed restructuring of Private Sector-held debt), as well as by deceptive practices of some private sector players (that somehow facilitated Greek Governments' false declarations of deficits, questionable restructuring of pre-Euro era debts etc).
  • The second perspective is that Greece suffers from chronic, long term institutional failures that have left economy deeply non-competitive.
In my view, both narratives coexist in reality, even though the first one became the dominant preferred narrative of the 'Left' while the second one became the dominant one on the 'Right' of political spectrum within Greece and outside.

Ideology aside, here is an interesting and wide-ranging view from the second perspective, courtesy of Edmund S. Phelps. Worth a read... 

As a note to this, one part of the first perspective that is glaringly false is the perception of Greece as being a victim state of the 'international bankers'' manipulation of the national debt accounting (the so-called Goldman Sachs Swap deal). Greek Government, at the time, wilfully and freely contracted Goldman Sachs to execute the deal. Informational disclosures available to the Greek Government at the time were sufficient for the Government to know exactly what it was doing and why. Eurostat was notified of the deal and did not object. There appears to have been no deception nor any coercion involved, except for the deception by the Greek Government at the time, knowing neglect of the issue by the Eurostat and soft coercion of the EU in dealing with Greek Accession to the Euro.  

Far from being a victim, Greek authorities have actively, willingly and knowingly participated, over decades, in shaping numerous institutional failures that strongly contributed to the economic destruction of the country. These authorities acted on the basis of electoral mandates. Their failures are briefly listed in Endmund S. Phelps' article linked above.

This does not, of course, diminish the pain from the crisis and does not eliminate the need for cooperative assistance and support to be extended to Greece, including direct debt relief. But it does call for a better balancing of analysis of the Greek economic situation overall. And it does call for the Greek people to engage in some serious soul-searching as to the nature and quality of the political leadership they elect. Especially, given the fact that they are about to go to the polls on September 20th.

17/9/15: Predict Conference: Data Analytics in the Age of Higher Complexity


This week I spoke at the Predict Conference on the future of data analytics and predictive models. Here are my slides from the presentation:












Key takeaways:

  • Analytics are being shaped by dramatic changes in demand (consumer side of data supply), changing environment of macroeconomic and microeconomic uncertainty (risks complexity and dynamics); and technological innovation (on supply side - via enablement that new technology delivers to the field of analytics, especially in qualitative and small data areas, on demand side - via increased speed and uncertainty that new technologies generate)
  • On the demand side: consumer behaviour is complex and understanding even the 'simpler truths' requires more than simple data insight; consumer demand is now being shaped by the growing gap between consumer typologies and the behavioural environment;
  • On micro uncertainty side, consumers and other economic agents are operating in and environment of exponentially increasing volatility, including income uncertainty, timing variability (lumpiness) of income streams and decisions, highly uncertain environment concerning life cycle incomes and wealth, etc. This implies growing importance of non-Gaussian distributions in statistical analysis of consumer behaviour, and, simultaneously, increasing need for qualitative and small data analytics.
  • On macro uncertainty side, interactions between domestic financial, fiscal, economic and monetary systems are growing more complex and systems interdependencies imply growing fragility. Beyond this, international systems are now tightly connected to domestic systems and generation and propagation of systemic shocks is no longer contained within national / regional or even super-regional borders. Macro uncertainty is now directly influencing micro uncertainty and is shaping consumer behaviour in the long run.
  • Technology, that is traditionally viewed as the enabler of robust systems responses to risks and uncertainty is now acting to generate greater uncertainty and increase shocks propagation through economic systems (speed and complexity).
  • Majority of mechanisms for crisis resolution deployed in recent years have contributed to increasing systems fragility by enhancing over-confidence bias through excessive reliance on systems consolidation, centralisation and technocratic responses that decrease systems distribution necessary to address the 'unknown unknowns' nature of systemic uncertainty. excessive reliance, within business analytics (and policy formation) on Big Data is reducing our visibility of smaller risks and creates a false perception of safety in centralised regulatory and supervisory regimes.
  • Instead, fragility-reducing solutions require greater reliance on highly distributed and dispersed systems of regulation, linked to strong supervision, to simultaneously allow greater rate of risk / response discovery and control the downside of such discovery processes. Big Data has to be complemented by more robust and extensive deployment of the 'craft' of small data analytics and interpretation. Small events and low amplitude signals cannot be ignored in the world of highly interconnected systems.
  • Overall, predictive data analytics will have to evolve toward enabling a shift in our behavioural systems from simple nudging toward behavioural enablement (via automation of routine decisions: e.g. compliance with medical procedures) and behavioural activation (actively responsive behavioural systems that help modify human responses).

Monday, September 14, 2015

14/9/15: Swiss Model... it does shine


An interesting view from Dan Mitchell on Swiss model: http://www.thecommentator.com/article/6072/is_the_swiss_model_the_best_in_the_world

Honoured to see TrueEconomics chart cited in the piece too.

14/9/15: Europe's Gen Jinx: At Home and Stagnating


One fascinating map:


Source: qz.com

And here is the same data set for 2013:


Source: qz.com

Plotting percentage of people aged 25-34 living with their parents across the continent (plus the U.S.), the map tells a very interesting story. Consider the following issues relating to these numbers. Higher % of prime working age adults living with their parents 
  • Implies lower mobility of prime working age cohort across jobs and career opportunities (poorer labour market matching);
  • Lower exposures to key skills, such as cultural diversity and languages, etc for this cohort;
  • Is likely associated, in part, with longer duration in education (good thing) and higher life-time cost of such education compared to labour markets returns on education (bad thing);
  • Is reflective of lower employment rates and higher unemployment rates of this cohort across a number of European countries;
  • Implies lower propensity toward family formation (a demographic time bomb of sorts);
  • Suggests greater dependency costs for older generations of parents who (within ages of over 45) are simultaneously facing pressures to save for their own retirement;
  • Implies lower investment and tax bases in the economies where this trend is more pronounced; 
  • Likely correlates with higher cost (relative to income) of renting quality accommodation - a signal of reduced capacity of these economies to attract high quality human capital from abroad, thus reducing social and economic mobility not only for the country natives, but also across Europe as a whole, and so on…



All of which makes this map extremely significant in terms of identifying future potential for long-term economic development and growth in a number of European countries. And, frankly speaking, for any country with said percentage in excess of 20%, these prospects are not too great… 

Welcome to Europe's Generation Jinx...

Sunday, September 13, 2015

13/9/15: Some Insightful Links on European Refugees Crisis


There has been a lot written about the migration crisis or refugees crisis or whatever one might choose to call the crisis on European borders. I am not about to add to the continuously expanding literature on the subject (at least not yet).

But here are a couple of links / summary data tables worth checking out.

First, an excellent essay in the Foreign Policy showing the extent of discontinuity between the Central European self-interest-driven humanitarian values of the 1990s and the region's current attitude toward migration.

But then again, Eastern and Central Europe has been re-writing its own history at will, on one occasion after another, to suit one master or the other, one nationalist leader or the next... here's a good reminder from earlier this month from one side, and the same view from another, both valid (by the way).

So here's a table of facts on European attitudes toward refugees, so hard to re-shape to suit a particular political narrative:

There is a neat summary of key issues behind the current crisis in the Vox but for all the facts and all the good discussions, the Vox article just can't get itself around to one topic - the role of the U.S. in all of this (and the role of the U.S. allies), so for the sake of not re-writing history, here's an alternative angle on that too.

And for all the headlines about the current crisis being the worst in European history since WW2... there's this handy chart from Globe & Mail:
Source: http://www.theglobeandmail.com/news/world/europes-migrant-crisis-eight-reasons-its-not-what-youthink/article26194675/

Nor is the problem tied into Syrian crisis alone as the following chart from the same Globe & Mail article shows:


Which leads to the conclusion. And an unpleasant one. Either the Schengen is going to go bust... or we are going to hear - pretty soon - a call for yet another *Genuine* Union, this time around a Genuine Migration Union or a Genuine Borders Union, for any solution to all European crises must always involve greater harmonisation of something.

13/9/15: Irenomics101: No One's an Island...


Remember all the jubilation over the EU milk quotas abolition? Ah, what a difference a few months and basic Economics 101 make...

And that Economics 101 lesson is: remove restrictions - supply goes up. Unless demand goes up as much, prices will fall. And demand... oh, that demand...
But, of course, Irish dairy farmers are 'cautious' and 'wise' and 'will gradually increase supply in response to demand'... And then there's another lesson to be learned: there is no such thing as 'collective caution' when it comes to commodities producers... so in July 2015, milk for human consumption supply in Ireland rose 8.4% y/y and butter production rose 20.8%. And in January-May 2015 (latest data available for EU-wide comparatives), milk intake by pasteurisers and creameries fell across the EU 0.1% and rose 6.3% in Ireland (second largest increase after Hungary, which has an intake of 638,000 tonnes of milk over that period against Ireland's 2,516,000 tonnes). In reality, things were even more 'cautious' on the side of Irish farmers - domestic (as opposed to imported) milk production rose 8.6% y/y in January-July 2015.

Just as domestic milk output prices fell 24.5% y/y in July 2015...

Which neatly brings us back to that original argument from the Irish industrial farming lobby - the one about 'cautious' increases being a buffer against price collapse... it is about as good as late Brian Lenihan's unfortunate argument that bank runs can't happen here, "Ireland being an island"...

Saturday, September 12, 2015

11/9/15: 2Q 2015 National Accounts: Recovery on pre-crisis peak


In the first post of the series covering 2Q national Accounts data, I dealt with sectoral composition of growth. The second post considered the headline GDP and GNP growth data. The third post in the series looked at Domestic Demand that normally more closely reflects true underlying economic performance, and the fourth post covered external trade.

In this post, let us briefly consider per capita GDP, GNP and Domestic Demand.

Chart below shows cumulative four quarters per capita GDP, GNP and Domestic Demand based on the latest data for population estimates and the National Accounts through 2Q 2015.


As shown above, Final Domestic Demand on per capita basis was at EUR33,782, up 5.95% y/y in 2Q   2015, closing some of the crisis period gap. Still, compared to peak, per capita Final Domestic Demand is still 13.3% below pre-crisis peak levels in real (inflation-adjusted terms). In part, this is driven by the Personal Consumption Expenditure which, on a per-capita basis was EUR19,163, up 2.1% y/y in 2Q 2015, but down 8% on pre-crisis peak.

GDP per capita rose 5.3% y/y in 2Q 2015 to EUR42,106, down only 0.82% on pre-crisis peak. GNP per capita rose to EUR36,189 up 5.9% y/y and 1.49% ahead of pre-crisis peak.

CONCLUSIONS: With GNP per capita attaining pre-crisis levels back in 1Q 2015, the recovery from the crisis has been effectively completed in real terms in terms of GNP after 28 quarters. In GDP terms, we are now close to regaining the pre-crisis peak levels, with 30 quarters to-date at below the peak. However, recovery is still some distance away in terms of Final Domestic Demand per capita and in terms of Personal Consumption Expenditure. 

12/9/15: Russian Exports & Trade Balance for July


Central Bank of Russia released latest figures (for July 2015) covering external trade in goods. Here are some details.

Russian exports of goods (in US dollar terms) fell 40.15% y/y in July following a 25.6% drop in June. These are not seasonally-adjusted figures, so we can only do y/y comparatives. The drop was sharper for Russian trade with countries outside the CIS (down 42.35% in July) than with CIS countries (down 'only' 22.71%). This implies a reversal in June changes when exports to CIS countries fell more substantially than exports to non-CIS countries (-30.46% and -24.76% respectively).

Taking out some monthly volatility, 3mo average for Russian exports of goods were down 32.15% y/y in May-July, with distribution of declines pretty much even across both CIS and non-CIS states (-32.19% and -32.15%, respectively).

Russian imports of goods fell even more than exports in percentage terms. Russian imports of goods fell 41.87% in July in y/y terms, having previously posted a decline of 38.3% in June. 3mo average through July 2015 was down 40.19% y/y.


However, in level terms, declines in exports were sharper than declines in imports: 3mo average through July 2015 for exports was down USD14.04 billion against decline in imports of USD10.99 billion.

As the result, Russian trade balance (goods only) deteriorated sharply in July 2015, declining 37.21% y/y in July, having previously posted a relatively small decline of 1.24% in June. On a 3mo average basis through July 2015, trade balance in goods was down USD3.041 billion compared to the same period in 2014 (-18.66%). On 3mo average basis, trade balance with CIS was down marginally USD802 million in value terms, but sharply in percentage terms (-29.3%), while trade balance with non-CIS states was down sharply in both levels (USD2.24 billion) and in percentage terms (-16.5%).


As chart above shows, the contraction in July Trade Balance was very sharp. To see this, consider historical series for Russian Trade Balance in goods since January 2000:


July 2015 y/y decline in overall Trade Balance for goods ranks as the sharpest since July 2009 and 13th sharpest decline since January 2000.

CONCLUSIONS: Overall July drop in Russian Trade Balance (goods only) was driven primarily by lower energy (oil and gas) prices and deterioration in Ruble valuations (Ruble is down some 15% since July 1).

As a related note, as reported by Bloomberg earlier this month, despite another strong harvest, Russian exporters of wheat are being held out of the global markets by the Government measures aimed at curbing food inflation at home.

Thursday, September 10, 2015

10/9/15: 2Q 2015 National Accounts: External Trade

In the first post of the series covering 2Q national Accounts data, I dealt with sectoral composition of growth, using GDP at Factor Cost figures.

The second post considered the headline GDP and GNP growth data.

The third post in the series looked at the Expenditure side of the National Accounts, and Domestic Demand that normally more closely reflects true underlying economic performance,

Now, consider extern trade.


  • Exports of Goods and Services were up 13.56% y/y in 2Q 2015 previously having risen 14.17% y/y in 1Q 2015. Over the last 4 quarters, growth in exports of goods and services averaged 14.2% y/y.
  • Most of growth in exports of Goods and Services is accounted for by growth in Goods exports alone. These rose 16.36% y/y in 2Q 2015 after rising 16.86% y/y in 1Q 2015. Average y/y growth rate in the last 4 quarters was 18.38%. In other words, apparently Irish exports of goods are doubling in size every 4 years. Which, of course, is simply unbelievable. Instead, what we have here is a combination of tax optimisation by the MNCs and effects of currency valuations on the same.
  • Exports of Services also grew strongly in 2Q 2015, rising 10.34% y/y, having previously grown 10.94% in 1Q 2015 and averaging growth of 9.94% over the last 4 quarters. Again, these numbers are beyond any reasonable believable uptick in real activity and reflect MNCs activities and forex valuations.
  • Imports of Goods and Services rose 16.9% y/y in 2Q 2015, an increase on already fast rate of growth of 15.46% in 1Q 2015. Unlike exports side, imports side of goods and services trade was primarily driven by imports of services which rose 21.8% y/y in 2Q 2015 (+20.7% y/y on average over the last 4 quarters) as compared to 9.0% growth y/y in imports of goods (+13.5% y/y on average over last 4 quarters).


As the result of the above changes,

  • Trade Balance in Goods and Services fell in 2Q 2015 by 1.8% y/y, having previously recorded an increase of 7.4% y/y in 1Q 2015. Combined 1H 2015 trade balance is now up only EUR399 million on same period 2014 (+2.26%).
  • Trade Balance in Goods registered 26.9% higher surplus in 2Q 2015, and was up EUR6.206 billion in 1H 2015 compared to 1H 2014 (+28.4%). Trade Balance in Services, however, posted worsening deficit of EUR5.584 billion in 2Q 2015 against a deficit of EUR2.174 billion back in 2Q 2014. Over the 1H 2015, trade deficit in services worsened by EUR5.806 billion compared to 1H 2014 (a deterioration of 136% y/y).




CONCLUSION:

  1. Irish external trade continued to show strong influences from currency valuations and MNCs activities ramp up, making the overall external trade growth figures look pretty much meaningless. 
  2. Overall Trade Balance, however, deteriorated in 2Q 2015, which means that external trade made a negate contribution to GDP growth. 
  3. Over the course of 1H 2015, the increase in overall Irish trade balance was relatively modest at 2.26% with growth in goods exports net of goods imports largely offset by growth in services imports net of services exports.


Stay tuned for more analysis of the National Accounts.

10/9/15: 2Q 2015 National Accounts: Domestic Demand


In the first post of the series covering 2Q national Accounts data, I dealt with sectoral composition of growth, using GDP at Factor Cost figures.

The second post considered the headline GDP and GNP growth data.

Here, let's consider the Expenditure side of the National Accounts, and most importantly, Domestic Demand that more likely reflects true underlying economic performance, removing some (but by far not all) tax activity by the MNCs.

As before, I will be dealing with y/y growth figures throughout the post.

Remember: Final Domestic Demand is a sum of Personal Expenditure, Government Expenditure, and Gross Fixed Capital Formation. Adding to that change in stocks gives us Total Domestic Demand, while adding net exports to Total Domestic Demand and subtracting outflows of factor payments to the rest of the world gives us GDP.


  • In 2Q 2015, Personal Expenditure on Goods and Services rose 2.83% y/y, having previously risen 3.71% in 1Q 2015. The rate of growth in 2Q 2015 was, therefore, slower than in 1Q, but faster than in 2Q 2014 (2.28%). Overall, Personal Expenditure added EUR599 million to the economy in 2Q 2015 compared to the same period in 2014, a drop in positive contribution from EUR784 million added in 1Q 2015. Nonetheless, the figures for Personal Expenditure are healthy.
  • Net Expenditure by Government on current goods & services rose 1.73% y/y in 2Q 2015, which marks a slowdown on 5.45% rate of growth recorded in 1Q 2015. Rate of growth recorded in 2Q 2015 was also lower compared to 2Q 2014 when Government expenditure rose 3.92% y/y in real terms. This marks 2Q 2015 as the first quarter since 1Q 2013 in which Government expenditure rose slower than Personal expenditure.
  • Gross Domestic Fixed Capital Formation posted a massive 34.2% rise y/y in 2Q 2015, compared to already rapid growth of 9.2% recorded in 1Q 2015. It is worth noting that these figures include investments by MNCs tax-registered in Ireland (e.g. tax inversions et al) and vulture funds and other foreign investors' purchases of domestic assets. Over the last 4 quarters, Gross Domestic Fixed Capital Formation growth averaged 18.44%. This line of expenditure contributed EUR2.977 billion to GDP growth in 2Q 2015 and in H1 2015 total contribution was EUR3.781 billion.
  • As the result of the above, Final Domestic Demand rose 10.07% y/y in 2Q 2015 - a massive rate of increase, especially compared to 5.34% growth recorded in 1Q 2015 and 6.4% growth recorded in 2Q 2014.


However, despite all the Nama sales and vultures investments, tax inversions and organic growth, Irish Final Domestic demand remains below the levels attained prior to the crisis, albeit the gap is now at only 5.62%:



Chart below shows the extraordinary uplift in Gross Fixed Capital Formation:


We have no idea what drove this uptick, but were Gross Fixed Capital Formation growth running at 1Q 2015 pace in 2Q 2015, this line of expenditure contribution to GDP would have been EUR2.175 billion lower, and overall GDP growth would have been less than 2.1% y/y instead of 6.7%. This just shows how volatile Irish figures are and how dependent they can be to a single line change of unknown nature.

CONCLUSIONS: 

  1. Overall, Irish economy posted moderate growth in Personal Expenditure and Government Expenditure in 2Q 2015. Slightly negative news is that growth in 2Q 2015 was slower in these two categories than in 1Q 2015.
  2. Gross Fixed Capital Formation posted an unprecedented rate of increase y/y rising 34.2% in 2Q 2015. There is absolutely no clarity as to the sources or nature of this growth, especially considering that traditional investment areas of Building & Construction have been growing at just 1.5% y/y in 2Q 2015. Stripping out growth in this area in excess of 1Q 2015 already rapid expansion would have generated much lower, more realistic growth figure for GDP and for Domestic demand.
  3. Final Domestic Demand expanded strongly on foot of Fixed Capital Formation, rising 10.1% y/y in 2Q 2015 almost double the 5.3% rate of growth recorded in 1Q 2015.
  4. One area of potential concern is the impact on Domestic Demand (via Gross Fixed Capital Formation) from the MNCs activities via MNCs inverted into Ireland. There are multiple examples of such inversions across various sectors all having potential implications on how we treat investment by such firms in National Accounts. Another area of concern is treatment of capital investments by some financial firms, such as aircraft leasing firms and, increasingly, vulture funds and REITS.


Analysis of external trade flows is to follow, so stay tuned.