Saturday, May 8, 2021

8/5/21: COVID19: Most impacted countries

 Covering data through this week (week 17) of 2021 for world's most impacted countries.

First: most impacted countries by the rate of infections and by mortality:



There is only one large country (population > 100 million) that is listed in both tables: the U.S. 

Now, a table of countries with more than 1 million cases:

The U.S. ranks 8th worst performer in the group of 28 countries with more than 1 million cases, when measured across all three metrics: infections per 1 million of population, deaths per 1 million of population and deaths per 1,000 of diagnosed cases. 

Looking at major countries groups in the context of the above table:

Finally, looking at the most impacted countries from the point of their relative contributions to global totals for cases and deaths:



8/5/21: COVID19: Worldwide Data

 Updating worldwide data for the Covid19 pandemic through week 17 of 2021 (current week):



We exited Wave 3 that started Week 34, 2020, peaked in Week 1, 2021, and bottomed out in Week 7 of 2021.

Since Week 8 of 2021, we are seeing growth of a new wave, Wave 4

The latest levels of new infections are now the highest in the history of the pandemic and in the last two weeks of the data, world case counts are in excess of the Wave 3 peak levels.



Starting with Week 8 of 2021 we are witnessing a new, Wave 4, of the pandemic emerging. The latest weekly death counts as of Weeks 14, 16 and 17, 2021, rank as 7th, 6th and 5th highest in the history of the pandemic.


Good news: Recent decreases in mortality rate are most likely attributable to three key drivers: (1) earlier detection of cases due to improved testing; (2) younger demographics of those with confirmed infections; and (3) improved treatments in the earlier stages of the disease.

The slight increase in mortality through week 12 of 2021 appears to have stabilized and reversed in the most recent 5 weeks.



Summary table above shows significant improvement in the pandemic dynamics in the U.S. and more modest, but still sizable improvements in the EU27. BRIICS and Asia are showing worsening pandemic dynamics, and worldwide data broadly reflects this development.

While U.S. and EU27 numbers are encouraging, overall picture of the pandemic remains extremely worrying: worldwide, contagion is still raging unabated and those countries showing strong improvements in vaccinations and reducing contagion spread remain vulnerable to spillovers of new variants and new infections from the rest of the world. 


Friday, May 7, 2021

Monday, May 3, 2021

3/5/21: Margin Debt: Things are FOMOing up...

 Debt, debt and more FOMO...


Source: topdowncharts.com and my annotations

Ratio of leveraged longs to shorts is at around 3.5, which is 2014-2019 average of around 2.2. Bad news (common signal of upcoming correction or sell-off). Basically, we are witnessing a FOMO-fueled chase of every-rising hype and risk appetite. Meanwhile, margin debt is up 70% y/y in March 2021, although from low base back in March 2020, now back to levels of growth comparable only to pre-dot.com crash in 1999-2000. Adjusting for market cap - some say this is advisable, though I can't see why moderating one boom-craze indicator with another boom-craze indicator is any better - things are more moderate. 

My read-out: we are seeing margin debt acceleration that is now outpacing the S&P500 acceleration, even with all the rosy earnings projections being factored in. This isn't 'fundamentals'. It is behavioral. And as such, it is a dry powder keg sitting right next to a campfire. 

Tuesday, April 27, 2021

26/4/21: What Low Corporate Insolvencies Figures Aren't Telling Us

 

One of the key features of the Covid19 pandemic to-date has been a relatively low level of corporate insolvencies. In fact, if anything, we are witnessing virtually dissipation of the insolvencies proceedings in the advanced economies, and a simultaneous investment boom in the IPOs markets. 

The problem, of course, is that official statistics - in this case - lie. And they lie to the tune of at least 50 percent. Consider two charts:

And


The chart from the IMF is pretty scary. 18 percent of companies are expected to experience liquidity-related financial distress and 16 percent are expected to experience insolvency risk. The data covers Europe and Asia-Pacific. Which omits a wide range of economies, including those with more heavily leveraged corporate sectors, and cheaper insolvency procedures e.g. the U.S. The estimates also assume that companies that run into financial distress in 2020 will exit the markets in 2020-2021. In other words, the 16 percentage insolvency risk estimate is not covering firms that run into liquidity problems in 2021. Presumably, they will go to the wall in 2022. 

The second chart puts into perspective the IPO investment boom. Vast majority of IPOs in 2020-2021 have been SPACs (aka, vehicles for swapping ownership of prior investments, as opposed to generating new investments). The remainder of IPOs include DPOs (Direct Public Offerings, e.g. Coinbase) which (1) do not raise any new investment capital and (2) swap founders and insiders equity out and retail investors' equity in. 

The data above isn't giving me a lot of hope, to be honest of a genuine investment boom. 

We are living through the period of fully financialized economy: the U.S. government monetary and fiscal injections in 2020 totaled some $12.3 trillion. That is more than 1/2 of the entire annual GDP. Since then, we've added another $2.2 trillion. Much of these money went either directly (monetary policy) or indirectly (Robinhooders' effect) into the Wall Street and the Crypto Alley. In other words, little of it went to sustain real investment in productive capital. Fewer dollars went to sustain skills upgrading or new development. Less still went to support basic or fundamental research. 

In this environment, it is hard to see how global recovery can support higher productivity growth to bring us back to pre-pandemic growth path. What the recovery will support is and accelerated transfer of wealth:

  • From lower income households that saved - so far  - their stimulus cash, and are now eager to throw it at pandemic-deferred consumption; 
  • To Wall Street (via corporate earnings and inflation) and the State (via inflation-linked taxes).
In the short run, there will be headlines screaming 'recovery boom'. In the long run, there will be more structural unemployment, less jobs creation and greater financial polarization in the society. Low - to-date - corporate insolvencies figures and booming financial markets are masking all of this in the fog of the pandemic-induced confusion. 


Monday, April 26, 2021

25/4/21: Impact of foreign shareholders on the performance of the Chinese banks

 A new paper (pre-print version): Gurdgiev, Constantin, and Jiagi, Li, The Journey of a thousand miles: a decade of impact of foreign shareholders on the performance of the Chinese commercial banks (April 25, 2021). Handbook of Banking and Finance in Emerging Markets, eds. D. K. Nguyen, Edward Elgar Publishing, August 2021, forthcoming., Available at SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3834020. 

Abstract: 

We analyze the impact of foreign shareholdings on the performance of 28 Chinese commercial banks over a period of 2010-2019, capturing the period prior to and following the reforms of 2014. Using panel data GMM with instrumental variables, we consider bank performance from three perspectives: profitability, quality of assets and liquidity. The individual performance indicators are return on equity (ROE), non-performing loan (NPL) ratio, loan-to-deposit ratio, and loan loss coverage ratio. We find that foreign shareholdings have a significant negative impact on ROE. Increase in foreign investment is coincident with growth in the size of Chinese commercial banks in terms of assets that is faster than the increases in the banks’ return on capital. These findings are intuitively justified: if foreign investors increase banks’ appetite for growth, growth in assets under management will tend to outpace growth in returns on assets in the earlier stages of new investments. From the quality perspective, we show that banks’ NPL ratio is negatively correlated with foreign shareholdings and the correlation is significant both statistically and empirically. NPL ratios fall in the banks with more foreign participation. This result stands contrasted by the fact that some foreign investors (activist and hedge funds), seek to invest in Chinese listed banks with higher NPLs. In terms of liquidity performance, foreign share ownership has a significant negative influence on banks’ loan-to-deposit ratio. Loan loss coverage ratio significantly increases, along with the increasing foreign participation in Chinese commercial banks shareholdings. Combined, these effects suggest significant positive twin effect of foreign shareholdings on Chinese commercial banks risk profiles. As the result, Chinese banks with higher foreign shareholdings are better prepared to sustain losses from bad loans and state risks and have lower risk exposures to bad loans. The combined effects of our findings strongly suggest that Chinese banks’ ROE can be expected to pick up in the near future with further financial opening in the sector and the greater involvement of foreign investors that comes along with it.



25/4/21: Impact Finance perspective of the systemic threats to blockchain applications

 

New paper (pre-print version): 

Gurdgiev, Constantin and Fleming, Adam, Informational efficiency and cybersecurity threats: A Social Impact Finance perspective of the systemic threats to blockchain applications (April 25, 2021). Forthcoming, Chapter 12 in Innovations in Social Finance: Transitioning Beyond Economic Value, eds. Thomas Walker, Jane McGaughey, Sherif Goubran, and Nadra Wagdy, Palgrave Macmillan, 2021, Available at SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3834032

Abstract: 

Crypto-assets and blockchain technologies hold the promise of providing more secure systems for managing public and private data, enhancing public trust in data collection, and increasing the efficiency of social impact finance transactions. However, to-date, blockchain technologies have struggled to deliver on these promises. Specifically, cybersecurity threats to blockchain technologies are accelerating and becoming more impactful over time, generating growing risk to the use of the blockchain technologies in social impact finance services provision. Our analysis data on cybersecurity breaches involving cryptocurrencies trading platforms from 2014 through 2019 shows that cryptocurrencies markets have, to-date, failed to develop informational efficiencies necessary to sustain these technologies’ deployment in impact finance. Faced with increasing cybersecurity threats permissionless blockchain systems appear to be more vulnerable to shocks, than they were in the past. Cyber breaches in the cryptocurrency markets create major risk contagion pathways, which are dramatically increasing volatility of both directly attacked currencies and other major cryptocurrencies; as well as present an increased risk of system-wide attacks that threaten not only the accounting and transactional accuracy and efficiency of the crypto-based fintech solutions, but also the data stored using public blockchain protocols. These findings lead us to conclude that, absent dramatic improvements in the regulation of cryptocurrencies and exchanges, public blockchains based on traded crypto-assets are not suitable for large scale deployment in social impact finance applications.




Friday, April 23, 2021

23/4/21: There are no 'social' winners amidst this pandemic

 

No one is left unscarred by the #covid19 pandemic when it comes to public approval trends for the major social stakeholders in Ireland: 

Source: Core Research. 

Broadly-speaking, the above is expected, although Core Research report contains one glaring omission: it does not survey public attitudes to media/press. Worse, the three improving stakeholder groups are also the three least impacted: own employer, citizens and large companies. Meanwhile, approval of the government is still nosediving. 

Covid pandemic is certainly testing Irish (and other countries') key institutional frameworks. The fallout from these tests is going to be long-lasting and deep. We went into the pandemic with huge deficits of trust in key institutions of our societies. And we are becoming more polarized and less enthusiastic in our support for these institutions since then.

Thursday, April 22, 2021

22/4/21: Pew Research on Public Support for Economic Reforms in the US, UK, France and Germany

 

Here's an interesting insight from Pew Research surveys:


Set aside France results. Look at the U.S. and UK: 50-51 percent of the countries' population feel the existent economic system needs major changes or "complete" reform. 


While U.S. Right stands out as the least supportive of economic reforms across the Right spectrum voters in all four countries, U.S. Left shares the highest propensity for reforms with the French Left. This, of course, does not mean that what the U.S. Left sees as necessary reforms is aligned with what the French Left sees, but in terms of propensity to support reforms, the U.S. Left is closer to the more 'radical' French Left than to the more 'conservative' German Left.

There are other insights from the data accessible here: https://www.pewresearch.org/global/2021/04/22/many-in-western-europe-and-u-s-want-economic-changes-as-pandemic-continues/ .

Monday, April 19, 2021

19/4/21: COVID19: BRIICS

BRIICS are now in a fully-developed Wave 4 of the pandemic, like much of the rest of the world. This is confirmed across both new case numbers and weekly deaths counts:



I highlighted in the table below two BRIICS countries with seriously questionable data quality: China and India. China has been routinely reporting numbers that simply are out of line with anything reported by other countries around the world. India's death statistics appear to be similarly out line with experience in most countries. In the past, Russia received a lot of criticism for its reporting of Covid19 deaths, but their numbers do not appear to be out of line with other countries reported statistics.

These are six largest emerging and middle income economies in the world, and their pandemic dynamics, in the end, hold the key to the global efforts on combating the spread of the disease. Not surprisingly, these countries account for three of the four main variants of the disease to-date. If anyone thinks that Europe and North America can effectively insulate themselves from what is happening in these countries, by any means other than attaining a sufficient and robust immunity through vaccinations, they really need to reflect hard on their rational thought capacity.


19/4/21: COVID19: Most impacted countries

 

Updated tables for world's most impacted countries and regions below. Starting with the countries with the highest recognized levels of infections:


Followed by the countries with the highest rates of mortality:
  • Andorra, Montenegro and Czechia are top three countries in the world in terms of infections rates
  • Gibraltar, Czechia and San Marino are top three countries in the world in terms of mortality rates
  • Of larger countries, with population > 100 million, the U.S. is the only country featured on both lists, while Mexico is on the list of countries with highest mortality.
A set of table for countries with more than 250,000 recorded cases:


  • There are 57 countries on the list as of Thursday last week. 
  • Across three metrics used (infections rate, deaths per capita and mortality rate per case), Hungary is rated the worst, followed by Belgium and Bulgaria. Czechia and Slovakia share the 4th and 5th places.
  • The U.S. is ranked 3rd highest in the number of infections, in the 8th place in terms of highest deaths per 1 million of population and in the 32nd place in terms of deaths per 1,000 infections. Overall, the U.S. is ranked 8th worst country in terms of pandemic performance across the three metrics.
Table next shows comparatives by the same metrics across regions, treating regions as if they were countries (ranks):

Finally, looking at the major countries and groupings in terms of their cases and deaths counts within the context of their shares of global population:

Notably, majority of the most impacted countries are, currently, in the process of developing, or already experiencing, a new wave of the pandemic.