Showing posts with label Covid19. Show all posts
Showing posts with label Covid19. Show all posts

Wednesday, June 23, 2021

23/6/21: Covid19 Deaths and Income Inequality

 

An interesting, although intuitively straight forward note on the determinants of Covid19 deaths: https://twitter.com/youyanggu/status/1407418434955005955

As Youyang Gu @youyanggu states, "I believe income inequality is the single best predictor of total Covid deaths in the US. Not income, but income *inequality*. The R^2 is surprisingly high: 0.35."

There are some potentially important issues with this analysis (some are explored here: https://github.com/jsill/usstatecovidanalysis/blob/main/usStateCovidAnalysis.pdf), but the conclusion seems to be qualitatively robust. 


Tuesday, June 8, 2021

8/6/21: U.S. Investor Confidence under Biden

 My recent comment on the Biden Administration early successes for the Euromoney: https://www.euromoneycountryrisk.com/article/b1rqlvl15wr2mw/special-country-risk-survey-us-investor-confidence-is-returning-under-biden?LS=Adestra2055255%E2%80%A6 



8/6/21: This Recession Is Different: Corporate Profits Boom

 

Corporate profits guidance is booming. Which, one might think, is a good signal of recovery. But the recession that passed (or still passing, officially) has been abnormal by historical standards, shifting expectations for the recovery to a different level of 'bizarre'.

Consider non-financial corporate profits through prior cycles: 



Chart 1 above shows non-financial corporate profits per 1 USD of official gross value added in the economy. In all past recessions, save for three, going into recession, corporate profit margins fell below pre-recession average. Three exceptions to the rule are: 1949 recession, 1981 recession and, you guessed it, the Covid19 recession. In other words, all three abnormal recessions were associated with significant rises in market power of producers over consumers. And prior abnormal recessions led to subsequent need for monetary tightening to stem inflationary pressures. Not yet the case in the most recent one.

The second chart plots increases in corporate profit margins in the recoveries relative to prior recessions. Data is through 1Q 2021, so we do not yet have an official 'recovery' quarter to plot. If we are to treat 1Q 2021 as 'recovery' first quarter, profits in this recovery are below pre-recovery recession period average by 2 percentage points. Again, the case of two other recessions compares: the post-1949 recession recovery and post-1980s recovery are both associated with negative reaction of profits to economic cycle shift from recession to recovery.

Which means two things:

  1. Market power of producers is rising from the end of 2019 through today, if we assume that 1Q 2021 was not, yet, a recovery quarter (officially, this is the case, as NBER still times 1Q 2021 as part of the recession); and
  2. Non-financial corporate profits boom we are seeing reported to-date for 2Q 2021 is a sign not of a healthier economy, but of the first point made above.
In effect, some evidence that Covid19 pandemic was a transfer of wealth from people to companies that managed to trade through the crisis. 

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. 


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/ .

Wednesday, April 14, 2021

14/4/21: The share of those in unemployment > 27 weeks is rising

 

One way to look at the state of the real (as opposed to financialized and corporate-value focused) economy is to look at unemployment. And one of the strongest indicators of longer term changes in the structure of the real economy is the fate of the longer term unemployed. Here is an interesting snapshot of data: the percentage of those unemployed for 27 week or longer in the total pool of the unemployed. The higher the number, the more structural is the unemployment problem. 


If the above is not clear enough, here is the same data expressed in the form of the range for each 12 months period (rolling) between maximum share of the longer term unemployed in the overall pool of unemployment and the minimum share:


All of the above suggests we are in deep trouble. And this trouble has been persistent since the Great Recession: we are witnessing a dramatic increase in the duration of unemployment spells. Part of this is due to the impact of Covid19 pandemic concentrated in specific sectors. Part of this is down to the generosity of unemployment benefits supplements and direct subsidies during the pandemic. Part of it is also down to the longer term changes in the U.S. labor markets and changes in households' composition and investment/consumption patterns.

Irrespective of the causes, the problem is obvious: the longer the person remains unemployed, the sharper is the depreciation of skills and their employability. If this (post-2008) experience is the 'new normal', America is developing a massive class of disillusioned and human capital poor workers. 


Thursday, April 8, 2021

8/4/21: No Inflation Cometh?

 

Having written about strengthening signals of rising inflation globally and in the U.S. in particular before, here is today's note from Markit on the matter: https://ihsmarkit.com/research-analysis/global-price-gauge-hits-new-high-as-input-cost-inflation-accelerates-sharply-Apr21.html 

To quote: global inputs inflation pressures are at their highest since 2008:


By sector:


Factory gate prices are scaling up:

Manufacturing supply shortages at nearly historical highs:
Prices of all, but financial services and consumer services are up through the roof:

Profit margins are being demolished:

And consumer goods prices are going through the roof:

Which means that targeting 2-3% inflation at current monetary policies is plain bonkers. Unless Central Banks are willing to entertain inflation at +5-10 percent above current, the rates must go up. Keep leveraging, everyone. Credit cards, margin trades and mortgages are about to get 'uncertain'... 

Tuesday, April 6, 2021

6/4/21: Edelman Trust Barometer: the Age of Cognitive Dissonance?

Some shocking, genuinely shocking data from the Edelman Global Trust Barometer for 2021. Let's take a look. 

Start with this: 

Welcome to the world where sociopaths like Jeff Bezos are both trusted to be competent and perceived to be ethical. 

Meanwhile, at least w are catching up with what is happening in the tech sector:

And with the Social Media...


But we can't be human without some serious cognitive dissonance... Healthcare is now the second most trusted sector of business in America. Yep, the same private healthcare that had to rely on public / State / Federal money and logistics to distribute vaccines. The same private healthcare that could not organize vaccinations. The same private healthcare that, effectively, bankrupted and overcharged millions of Americans for emergency treatments during the pandemic. 

Back to Social Media:

I am not quite sure what people 'trust' in terms of information delivered via 'search engines', exactly. A search engine provides access to information, but it does not provide  or produce information. So drop this daft category from the analysis and what you have? Traditional Media is barely above the water, when it comes to trust. Owned Media and Social Media are below the waterline. If you control for the partisanship divide in the U.S. political landscape, most likely the vast majority of those trusting Traditional Media are... well, Democrats. The vast majority of those who distrust Social Media are... well, Democrats. Converse holds for the Republicans. One way or the other, massive shares of American population do not have trust in anything relating to quality control or verifiability of information sources.

This year's barometer is a scary reading. In most basic terms, NGOs and Business are the only two sets of institutions that are perceived ethical. Business' perception in this area is dangerously close to being marginal. Perceived incompetency of the Government is vastly greater than perceived competency of Business.  Media is virtually the exact mirror reflection of business. We trust no one in terms of information we receive. And we love those who are making money by not caring for us - American Healthcare. We lap up anything our employers communicate, but we believe they are telling us bullshit when it comes to their social and environmental sustainability efforts or to the risks of us being displaced by them with AI and technology. 

Is there much 'social fabric' left that hasn't been torn up, yet?.. 

Monday, April 5, 2021

5/4/21: The Coming Wave of Financial Repression

 

In a recent article for The Currency, I covered the topic of the forthcoming wave of financial repression, as Governments worldwide pursue non-conventional fiscal tightening in years to come: Make no mistake, financial repression is coming in the UShttps://thecurrency.news/articles/36547/make-no-mistake-financial-repression-is-coming-in-the-us/



5/4/21: The Entrepreneurship Boom: Forced, Voluntary and Funded

 

My recent article for The Currency covering the ongoing global developments in entrepreneurship: The US is experiencing an entrepreneurship boom. So, what is going wrong in Ireland?https://thecurrency.news/articles/40790/the-us-is-experiencing-an-entrepreneurship-boom-so-what-is-going-wrong-in-ireland/




Sunday, October 4, 2020

4/10/20: Technological Deepening Is Coming for Our Jobs

 

In my recent article for The Currency (link here: https://trueeconomics.blogspot.com/2020/09/my-recent-article-on-potential-long.html), I argued that COVID19 will act as an accelerator of technological capital deepening in the modern economies, with a resulting faster displacement of workers (including highly skilled ones) by technology. 

McKinsey survey of the developing trends in businesses strategic responses to the pandemic confirms my hypothesis:


Per above, across all sectors, and (peer charts below) across specific sectors, businesses are planning to prioritize deployment of technology in addressing long-term change in response to the current pandemic. 




McKinsey state that "Fifty-five percent of leaders anticipate that at least half of their organization’s workforce will be fully or partially remote postcrisis. While the expectations vary widely by industry—from 69 percent predicting this level of remote work in technology, telecommunications, and media to 43 percent in advanced industries—even in the industries where manufacturing, patient care, and sales transactions often require people at offices, stores, plants, and other company facilities, a significant portion of the workforce may be partially or fully remote." Source: https://www.mckinsey.com/business-functions/organization/our-insights/the-need-for-speed-in-the-post-covid-19-era-and-how-to-achieve-it. And "Our survey results show that executives are focused on three courses of action ... making good decisions more quickly, improving communication and collaboration, and making greater use of technology."


Thursday, September 17, 2020

17/9/20: Exploding errors: COVID19 and VUCA world of economic growth forecasts

 

Just as I covered the latest changes in Eurozone growth indicators (https://trueeconomics.blogspot.com/2020/09/17920-eurocoin-leading-growth-indicator.html), it is worth noting the absolutely massive explosion in forecast errors triggered by the VUCA environment around COVID19 pandemic.

My past and current students know that I am a big fan of looking at risk analysis frameworks from the point of view of their incompleteness, as they exclude environments of deeper uncertainty, complexity and ambiguity in which we live in the real world. Well, here is a good illustration:


You can see an absolute explosion in the error term for growth forecasts vs actual outrun in the three quarters of 2020 so far. The errors are off-the-scale compared to what we witnessed in prior recessions/crises. 

This highlights the fact that during periods of elevated deeper uncertainty, any and all forecasting models run into the technical problem of risk (probabilities and impact assessments) not being representative of the true underlying environment with which we are forced to work.  


Tuesday, August 25, 2020

25/8/20: Germany's Economic Recovery: ifo Survey

ifo Institute's latest economic barometer for Germany is showing continued signs of recovery in the German economy, with remaining pressures in terms of current assessment of business conditions and more positive outlook forward (expectations):


Business expectations are now ahead of the same for December 2019 - February 2020 pre-pandemic period, which really says little about the levels of activity expected and more about the speed of adjustments to the expected activity. What matters more is the current climate perception. This is still some 11 points below the three months prior to the pandemic.

Given that German economy has largely moved past the stage of restricted activity, this is worrying, as it suggests the lack of domestic demand recovery in the medium term.