16/4/20: Lessons in Corporate Finance: COVID19

My article summing up some corporate finance lessons from the COVID19 crisis is now available at The Currency: https://www.thecurrency.news/articles/14752/as-we-rebuild-the-economy-we-need-to-escape-the-perilous-spiral-of-corporate-debt.

5/1/20: EU's Latest Financial Transactions Tax Agreement

My article on the proposed EU-10 plan for the Financial Transaction Tax via The Currency:

Link: https://www.thecurrency.news/articles/5471/a-potential-risk-growth-hormone-what-the-financial-transaction-tax-would-mean-for-ireland-irish-banks-and-irish-investors or https://bit.ly/2QnVDjN.

Key takeaways:

"Following years of EU-wide in-fighting over various FTT proposals, ten European Union member states are finally approaching a binding agreement on the subject... Ireland, The Netherlands, Luxembourg, Malta and Cyprus – the five countries known for aggressively competing for higher value-added services employers and tax optimising multinationals – are not interested."

"The rate will be set at 0.2 per cent and apply to the sales of shares in companies with market capitalisation in excess of €1 billion. This will cover also equity sales in European banks." Pension funds, trading in bonds and derivatives, and new rights issuance will be exempt.

One major fall out is that FTT "can result in higher volumes of sales at the times of markets corrections, sharper flash crashes and deeper markets sell-offs. In other words, lower short-term volatility from reduced speculation can be traded for higher longer-term volatility, and especially pronounced volatility during the crises. ... FTT is also likely to push more equities trading off-exchange, into the ‘dark pools’ and proprietary venues set up offshore, thereby further reducing pricing transparency and efficiency in the public markets."

14/12/19: Governance and Government Debt

What I am reading this week: a new paper via EFMA, titled "Governance and Government Debt" by João Imaginário and Maria João Guedes, available here: https://efmaefm.org/0EFMAMEETINGS/EFMA%20ANNUAL%20MEETINGS/2019-Azores/papers/EFMA2019_0184_fullpaper.pdf.

The paper looks at "the relationship between Worldwide Governance Indicators [a proxy for governance quality] and Government Debt in 164 countries for the period between 2002 and 2015." Using fixed effects (FE) and generalized method of moments (GMM) models the authors show that "governance quality is negatively and statistically related with government debt. For Low Income countries was found evidence that better governance environment is associated with lower public debt levels."

More specifically, "for a set of 164 countries on a period between 2002 and 2015, ... estimation results for FE model suggest that Control of Corruption (CC) and Voice and Accountability (VA) indexes are negative and statistically significant on influencing government debt. In part, this result confirms our Hypothesis 1 that better governance quality is associated with lower levels of public
debt." But the study also shows that these 'global' effects are predominantly driven by the presence of low income countries in the full sample. The authors find that "the link between good governance quality and government debt reduction is more evident for Low Income countries."

As a caveat, the authors do find that overall higher score in the World Governance Indicators Index (as opposed to specific sub scores) has a negative and statistically significant impact on the levels of government debt, so that overall higher measure of governance quality is associated with lower government debt for the High Income economies. The magnitude of this effect was reasonably large, as well.

23/9/19: Corporate Finance in a Chart

The glut of debt and the unbearable lightness of corporate leverage:

1/9/19: Priming the Bubble Pump: Extreme Credit Accommodation in the U.S.

Using Chicago Fed National Financial Conditions Credit Subindex (weekly, not seasonally adjusted data), I have plotted credit conditions measurements for expansionary cycles from 1971 through late August 2019. Positive values of the index indicate tightening of credit conditions in the economy, while negative values denote loosening of credit conditions.

Since the start of the 1982 expansionary cycle, every consecutive cycle was associated with sustained, long term loosening of credit conditions, which means the Fed and the regulatory authorities have effectively pumped up credit in the economy during economic expansions - a mark of a pro-cyclical approach to financial policies. This trend became extreme in the last three expansionary cycles, including the current one. In simple terms, credit conditions from the end of the 1990s recession, through today, have been exceptionally accommodating. Not surprisingly, all three expansionary cycles in question have been associated with massive increases in leverage and financialization of the economy, as well as resulting asset bubbles (dot.com bubble in the 1990s, property bubble in the 2000s, and financial assets bubbles in the 2010s).

The current cycle, however, takes this broader trend toward pro-cyclical financial policies to a new level in terms of the duration of accommodation and the fact that it lacks any significant indication of moderation.

23/8/19: Counting Trillions: The Unrelenting March of Debt

The never-ending march of leverage:

Between 2001 and 2008, Big 4 Non-Financial Sector Debt rose USD 30.04 trillion or 96.5 percent from trough to peak. Since 1Q 2009 financial crisis trough through 2Q 2019, the same is up USD 37.35 trillion or 62.7 percent.

16/5/19: Identifying Debt Bubble 4.0

Having just posted on the debt supercycle-related comments from Gundlach (https://trueeconomics.blogspot.com/2019/05/16519-gundlach-on-us-economy-and-debt.html), here is a chart identifying these super-cycles in the U.S. economy:

The periods of significant leverage in the U.S. economy have been identified as follows:

• First, I took nominal GDP growth rates (q/q) snd nominal total non-financial debt growth rates (also q/q) for the entire period of data coverage for which all data points are available (since 1Q 1966). 
• Second, I adjusted nominal non-financial debt growth rates to reflect the evolving ratio of debt to U.S. GDP.
• Third, I subtracted adjusted debt growth rates from nominal GDP growth rates to arrive at change in leverage risk direction. This is the difference figure shown in the chart below. Positive numbers reflect quarters when GDP growth rate exceeded growth in GDP-ratio-adjusted debt and are periods of deleveraging in the economy, and negative periods correspond to the situation where GDP growth rate was exceeded by GDP-ratio-adjusted growth rate in debt.
• Fourth, I calculated 99% confidence interval for historical average difference (shown in the chart below).
• Fifth, I identified three regimes of debt evolution: Regime 1 = "Deleveraging" corresponds to the Difference variable being non-negative (periods where the gap between growth rate in GDP and growth rate in debt is non-negative); Regime 2 = "Non-significant leveraging up" corresponds to periods where the gap (difference) between GDP growth rate and debt growth rate is between zero and the lower bound of the confidence interval for historical average difference; and Regime 3 = "Significant Leveraging up" corresponds to the periods where statistically-speaking, the negative gap between growth in GDP and growth in debt is statistically significantly below the historical average.

I highlighted in the above chart four periods of significant, persistent leveraging up, identified as Debt Bubbles 1-4. There is absolutely zero (statistical) doubt that the current period of economic recovery is yet another manifestation of a Debt Bubble. And, given the composition of the debt increases since the end of the Global Financial Crisis, this latest Bubble is evident across all three components of non-financial debt: the households, corporates and the U.S. Federal Government. 

16/5/19: Gundlach on the U.S. Economy and Debt Super-cycle

U.S. growth over the past five years is based “exclusively” on government, corporate and household debt, according to Jeffrey Gundlach, chief executive of DoubleLine Capital, as reported by Reuters (link below). This is hardly surprising. In my forthcoming article for Manning Financial (in print since last week), I am covering the shaky statistical nature of the U.S. GDP growth figures, and the readers of this blog would know my view on the role of leverage (debt) in the real economy as a drug of choice for boosting superficial medium term growth prospects in the U.S., Europe and elsewhere around the world. What is interesting in Gundlach's musings is that we now see mainstream WallStreet admitting the same.

Per Gundlach, the U.S. economy would have contracted in nominal GDP terms (excluding inflation effects) three out five last years if the United States had not added trillions in new government debt. Just government debt alone. “One thing everybody seems to miss when they look at these GDP numbers ... they seem to not understand that the growth in the GDP it looks pretty good on the screen is really based exclusively on debt - government debt, also corporate debt and even now some growth in mortgage debt.”

And if private sector debt did not expand, U.S. "GDP would have been very negative.” Per Reuters report, nominal GDP rose by 4.3%, but total public debt rose by 4.7% over the past five years, Gundlach noted. "Against this debt backdrop and financial markets “addicted to Federal Reserve stimulus,” these are “very, very dangerous times” for the next U.S. recession, Gundlach ...said."

Per CMBC report on the same speech, Gundlach said that “Any thoughtful person would be concerned... It’s sounding like a pretty bad cocktail of economic risk, and risk to the long end of the bond market.”

As reported by Reuters: https://www.reuters.com/article/us-funds-doubleline-gundlach/u-s-growth-would-have-contracted-without-trillions-in-government-consumer-debt-gundlach-idUSKCN1SK2KW and by CNBC https://www.cnbc.com/2019/05/14/doublelines-gundlach-warns-of-recession-cocktail-of-economic-risk.html

As the charts below show, Gundlach is correct: we are in a continued leverage risk super-cycle. While nominal debt to nominal GDP ratio remains below pre-GFC peak, nominal levels of debt are worrying and debt dynamics are showing sharpest or second sharpest speed of leveraging during the current recovery phase. Worse, since the start of the 1990s, all three non-financial debt sources, households, corporates and the Government, are drawing increasing leverage. 

17/11/18: Nine in Ten in the Red: Asset Markets YTD Returns Signal Risk Repricing

According to a recent research note from the Deutsche Bank, 89% of global macro assets are posting losses on year-to-date basis. This is the highest level of losses in more than a century.

Given the scale of financial risk mis-pricing in equities and bonds markets in the post-QE period, we are likely to witness more downward movement in the assets valuations in months to come. A gradual deleveraging that the market trends have been supporting so far remains highly incomplete and requires more pronounced re-pricing of assets to the downside.

Read more on this here: http://trueeconomics.blogspot.com/2018/11/161118-horsemen-of-financial-markets.html. 

16/11/18: The Horsemen of the Financial Markets Apocalypse

My column for the Manning Financial  is now available here: http://issuu.com/publicationire/docs/manning_financial_november_2018?e=16572344/65613030.

19/5/18: Leverage risk in investment markets is now systemic

Net margin debt is a measure of leverage investors carry in their markets exposures, or, put differently, the level of debt accumulated on margin accounts. Back at the end of March 2018, the level of margin debt in the U.S. stock markets stood at just under $645.2 billion, second highest on record after January 2018 when the total margin debt hit an all-time-high of $665.7 billion, prompting FINRA to issue a warning about the unsustainable levels of debt held by investors.

Here are the levels of gross margin debt:

Source: https://wolfstreet.com/2018/04/23/an-orderly-unwind-of-stock-market-leverage/.

And here is the net margin debt as a ratio to the markets valuation - a more direct measure of leverage, via Goldman Sachs research note:

Which is even more telling than the absolute gross levels of margin debt in the previous chart.

Per latest FINRA statistics (http://www.finra.org/investors/margin-statistics), as of the end of April 2018, debit balances in margin accounts rose to $652.3 billion, beating March levels

And things are even worse when we add leveraged ETFs to the total margin debt:

In simple terms, we are at systemic levels of risk relating to leverage in the equity markets.

19/11/17: The Next Global Financial Crisis

My column for Cayman Financial Review on how the stage has been now set for the next Global Financial Crisis is available at http://www.caymanfinancialreview.com/2017/10/20/the-stage-has-been-set-for-the-next-global-financial-crisis/.

12/6/16: U.S. Student Loans: A Ticking Time Bomb

If you like hokey stick charts, you’ll love these two covering U.S. student loans debt evolution over time:

The numbers are simply mad: total debt rose from around USD 100 billion ca 2006 to almost USD 1 trillion by the end of 2015. On a per capita of student population basis, same period rise was from around USD 16,000 per student to over USD100,000 per student. More recent data, through May 2016 shows that average student debt is now at USD133,000 and the total quantum of student loans outstanding is at over USD 1.2 trillion.

Data from Bloomberg, through 2014, shows that Federal Government-originated student loans have increased 10-fold since 1990:

 Source: Bloomberg, data from Collegeboard.org 

This is not just worrying - it is outright unsustainable. Students loans are predominantly fixed interest rate loans. However, even in the current benign environment, interest rates on this debt are high:

Source: https://studentaid.ed.gov/sa/about/announcements/interest-rate

So the key risk to the student loans debt is not from interest rates increases, but from the fact that it is a secondary debt: as interest rates rise, households priorities on paying down short term credit (credit cards) will take more precedence over longer-term fixed rate debt. Student loans are likely to suffer from higher risk of non-payment.

Currently, 43% of student loans are in default, representing an improvement over 2014 default rate of 46%. The Wall Street Journal recently attributed this decline to programs that allow some borrowers to lower their student loan payments by connecting them to a percentage of the borrower's income (also known as income-driven repayment). The number of borrowers taking advantage of the schemes nearly doubled since 2015 to 4.6 million.

U.S. student loans are, in very simple term, a ticking time bomb. The indebted generation is in the younger demographic with limited income prospects and the job markets that are longer-term characterised by greater income volatility and lower income trends. This means that repayment of these loans exerts greater pressure on household savings and investments exactly at the period of the household life-cycle when American workers benefit the greatest from the compounding effects of savings and investments on life-time income. In other words, the opportunity cost of this debt is the greatest.

27/4/16: The Debt Crisis: It Hasn't Gone Away

That thing we had back in 2007-2011? We used to call it a Global Financial Crisis or a Great Recession... but just as with other descriptors favoured by the status quo 'powers to decide' - these two titles were nothing but a way of obscuring the ugly underlying reality of the global economy mired in a debt crisis.

And just as the Great Recession and the Global Financial Crisis have officially receded into the cozy comforters of history, the Debt Crisis kept going on.

Hence, we have arrived:

Source: http://www.zerohedge.com/news/2016-04-27/debt-growing-faster-cash-flow-most-record

U.S. corporate debt is going up, just as operating cashflows are going down. And so leverage risk - the very same thing that demolished the global markets back in 2007-2008 - is going up because debt is going up faster than equity now:

As ZeroHedge article correctly notes, all we need to bust this bubble is a robust hike in cost of servicing this debt. This may come courtesy of the Central Banks. Or it might come courtesy of the markets (banks & bonds repricing). Or it might come courtesy of both, in which case: the base rate rises, the margin rises and debt servicing costs go up on the double.

19/4/16: Leverage and Equity Gaps: Italy v Rest of Europe

Relating to our previous discussions in the MBAG 8679A: Risk & Resilience: Applications in Risk Management class, especially to the issue of leverage, recall the empirical evidence on debt distribution and leverage across the European countries corporate sectors.

Antonio De Socio and Paolo Finaldi Russo recently contributed to the subject in a paper, titled “The Debt of Italian Non-Financial Firms: An International Comparison” (February 25, 2016, Bank of Italy Occasional Paper No. 308: http://ssrn.com/abstract=2759873).

Per authors, “In the run-up to the financial crisis Italian firms significantly increased their debt in absolute terms and in relation to equity and GDP.” This is not new to us, as we have covered this evidence before, but here are two neat summaries of that data:

What is of greater interest is more precise (econometrically) and robust estimate of the gap in leverage between Italian firms and other European corporates. “The positive gap in firms’ leverage between Italy and other euro-area countries has widened in recent years, despite the outstanding debt of Italian firms has decreased since 2011.”

Another interesting insight is the source of this gap. “We find that, controlling for several firm-specific characteristics (i.e. age, profitability, asset tangibility, asset liquidity, turnover growth), the leverage of Italian firms is about 10 percentage points higher than in other euro area countries. Differences are systematically larger among micro and small firms, whereas they are small and weakly significant for firms with assets above 300 million euros.”

But equity gap, defined as “the amount of debt to be transformed into equity type funds in order to fill the leverage gap with other countries”, is not uniform over time.

“…in order to reach the same average level as other euro-area countries, Italian firms should transform about 230 billion euros of financial debt into equity type finance, corresponding to 18 per cent of their outstanding debt. The gap is largest, at around 28 per cent of outstanding debt, for small firms and micro firms with over 1 million euros of assets.”

Authors note one influential outlier in the data: “A large part of the estimated corrections is due to the comparison with French firms, which on average have one of the lowest levels of leverage in Europe. Excluding these companies, the equity gap would drop to 180 billion euros.”

Dynamically, “the results indicate that the gap has widened somewhat since 2009, from about 180 to 230 billion euros”.

Given the EU-wide (largely rhetorical) push for increasing capital structure gearing toward equity, “the Italian Government recently put in place some incentives to encourage recourse to equity financing by reducing the debt tax shield: a cap on the amount of interest expense that could be deducted from taxable income and tax deductions linked to increases in equity (according to the Allowance for Corporate Equity scheme). Similarly, other measures have also been aimed at strengthening the supply of risk capital for Italian firms. The results of our analysis suggest that Italian firms still need this kind of incentives to strengthen their financial structure.”

30/12/15: Blink by 25bps, chew through billions: U.S. rates 'normalization'

In a post yesterday, I mentioned USD3 trillion hole in global bonds markets looming on the horizon as the U.S. Fed embarks on its cautious tightening cycle. Now, couple more victims of that fabled 'normalization' that few in the markets expected.

First up, U.S. own bonds:

Source: @Schuldensuehner 

As noted, US 2-year yields are now at 1.09%, their highest level since April 2010 and roughly double January 2015 average. Now, estimated interest on U.S. federal debt in 2015 stood at around USD251 billion for publicly held debt of USD13,124 billion. Now, suppose we slap on another 0.55%-odd on that. That pushes interest payments on publicly held portion of U.S. debt pile to over USD323 billion. Not exactly chop change...

And another casualty of 'normalization' - global profit margins per BCA Research:
"Over the past two decades, the G7 yield curve has been an excellent leading indicator of global margins. Currently, not only are short-term borrowing costs becoming prohibitive, at the margin, but the incentive to raise debt and retire equity to boost EPS is diminishing. This suggests that profit margins have likely peaked for the cycle."

Here's a chart showing both:

Source: BCA Research

Now, absence of margins = absence of capex. And absence of margins = profits growth on scale alone. Both of which mean things are a not likely to be getting easier for global growth.

Now, take BCA conclusion: "Finally, global junk bonds are pointing to a drop in equities in the coming months, if the historical correlation holds. Indeed, we are heeding the bond market’s message, and are concerned about margin trouble and the potential for an EM non-financial corporate sector accident: remain defensively positioned."

In other words, given the leverage take on since the crisis, and given the prospects for organic growth, as well as the simple fact that advanced economies' corporates have been reliant for a good part of decade and a half on emerging markets to find growth opportunities, all this rates 'normalizing' ain't hitting the EMs alone but is bound to under the skin of the U.S. and European corporates too.

Good luck trading on current equity markets valuations for long...

23/12/15: Corporate Leverage: "I miss you since the place got wrecked"

Remember all the deleveraging the U.S. economy has gone through during the crisis? Why, sure, we've learned a lesson about too much debt, did we not?

Except when you look at the Deutsche Bank data in the following chart:

Source: @SoberLook 

By which the investment grade corporates' net leverage is at all time high 3 quarters running and rising; and gross leverage is at all time high 4 quarters running and rising. Or as Leonard Cohen's lyrics go:

"Ah we're drinking and we're dancing 

and the band is really happening 

and the Johnny Walker wisdom running high..."

29/5/15: Margin Debt: Another Zombie Hits Town Hall...

So you've seen this evidence of how global real economic debt is now greater than it was before the crisis... and you have by now learned this on how debt levels and debt growth rates are distributed globally. And now, a new instalment in the Debt Zombies Portraits Gallery:

Source: http://www.zerohedge.com/news/2015-05-29/margin-debt-breaks-out-hits-new-record-50-higher-last-bubble-peak

Now, do keep in mind that just this week, ECB ostriches have declared that things are fine in the European financial system because 'leverage is low'.

Yes, Irish Financial Regulator of the Celtic Garfield Era, Pat Neary, would have made the Frankfurt stars-studded team with his knowledge...


Note: hare's China's rising contenders for the above distinction: http://ftalphaville.ft.com/2015/05/18/2129638/does-china-already-have-the-highest-level-of-margins-vs-free-float-in-market-history/ h/t to @TofGovaerts

19/4/15: Higher Firm Leverage = Lower Firm Employment (and Output)

In a recent briefing note on the Capital Markets Union (CMU) (here: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2592918), I wrote that the core problem with private investment in the EU is not the lack of integrated or harmonised investment and debt markets, but the overhang of legacy (pre-crisis) debts.

Here is an interesting CEPR paper confirming the link between higher pre-crisis leverage of the firms and their greater propensity to cut back economic activity during the crisis. This one touches upon unemployment, but unemployment here is a proxy for production, which is, of course, a proxy for investment too.

Xavier Giroud, Holger M Mueller paper "Firm Leverage and Unemployment during the Great Recession" (CEPR  DP10539, April 2015, www.cepr.org/active/publications/discussion_papers/dp.php?dpno=10539) argues that "firms’ balance sheets were instrumental in the propagation of shocks during the Great Recession. Using establishment-level data, we show that firms that tightened their debt capacity in the run-up (“high-leverage firms”) exhibit a significantly larger decline in employment in response to household demand shocks than firms that freed up debt capacity (“low-leverage firms”). In fact, all of the job losses associated with falling house prices during the Great Recession are concentrated among establishments of high-leverage firms. At the county level, we find that counties with a larger fraction of establishments belonging to high-leverage firms exhibit a significantly larger decline in employment in response to household demand shocks."

In short, more debt/leverage was accumulated in the run up to the crisis, deeper were the supply cuts during the crisis. Again, nothing that existence of a 'genuine' capital markets union or pumping more credit supply (debt/leverage supply) into the system can correct.

4/1/2015: Homeownership, House Prices and Entrepreneurship

Two papers on related topics, the link between enterprise formation and homeownership/mortgages. In the past, I wrote quite a bit about various studies covering these, especially within the context of negative equity impact of reducing entrepreneurship and funding for start ups.

In the first paper, Bracke, Philippe and Hilber, Christian A. L. and Silva, Olmo, "study the link between homeownership, mortgage debt, and entrepreneurship using a model of occupational choice and housing tenure where homeowners commit to mortgage payments."

The paper, titled "Homeownership and Entrepreneurship: The Role of Mortgage Debt and Commitment" (CESifo Working Paper Series No. 5048: http://ssrn.com/abstract=2519463) finds that, from theoretical model perspective, "as long as mortgage rates exceed the rate of interest on liquid wealth [short-term bonds, deposits etc - and this usually is the case in all markets]:

1. mortgage debt, by amplifying risk aversion, diminishes the likelihood that homeowners start a business; 
2. the negative relation between mortgage debt and entrepreneurship is more pronounced when income volatility is higher; and
3. the relation between housing wealth and entrepreneurship is ambiguously signed because of competing portfolio and hedging considerations. 

Empirical analysis by the authors "confirm these predictions. A one standard deviation increase in leverage makes a homeowner 10-12 percent less likely to become an entrepreneur."

So back to negative equity. Negative equity is significantly increasing leverage taken on by the borrower. For example: original mortgage with LTV of 75% set against property price decline of 10% generates leverage increase of 8.3 percentage points. In Irish case, same mortgage (in Dublin case) brought back to current valuations of the property from the peak prices pre-crisis implies a leverage increase of, roughly, 50 percentage points, which is, roughly an increase of 12 standard deviations.


The second study is by Jensen, Thais Laerkholm and Leth‐Petersen, Søren and Nanda, Ramana, titled "Housing Collateral, Credit Constraints and Entrepreneurship - Evidence from a Mortgage Reform" (CEPR Discussion Paper No. DP10260: http://ssrn.com/abstract=2529930). The paper looks at "how a mortgage reform that exogenously increased access to credit had an impact on entrepreneurship, using individual-level micro data from Denmark."

The authors find that "a $30,000 increase in credit availability led to a 12 basis point increase in entrepreneurship, equivalent to a 4% increase in the number of entrepreneurs. New entrants were more likely to start businesses in sectors where they had no prior experience, and were more likely to fail than those who did not benefit from the reform."

What does this mean? "Our results provide evidence that credit constraints do affect entrepreneurship, but that the overall magnitudes are small. Moreover, the marginal individuals selecting into entrepreneurship when constraints are relaxed may well be starting businesses that are of lower quality than the average existing businesses, leading to an increase in churning entry that does not translate into a sustained increase in the overall level of entrepreneurship."

So the study basically shows that mortgage credit constraints in Denmark are not highly important in determining the rate of successful entrepreneurship. But the study covers only intensive margin constraints - in other words it covers credit availability increases over and above normal operating credit markets. This does not help our understanding of what happens in the markets where credit constraints are severe.