Showing posts with label debt. Show all posts
Showing posts with label debt. Show all posts

Monday, October 21, 2013

21/10/2013: Household Debt Crisis: Social Drivers


Recent CEPR Discussion Paper No. 9238 (December 2012) titled "Household Debt and Social Interactions" by Dimitris Georgarakos, Michael Haliassos and Giacomo Pasini looked at social determinants and drivers for debt accumulation amongst households.


According to the authors, "Debt-induced crises, including the subprime crisis, are usually attributed exclusively to supply-side factors. We examine the role of social influences on debt culture, emanating from perceived average income of peers. Utilizing unique information from a household survey, representative of the Dutch population, that circumvents the issue of defining the social circle, we consider collateralized, consumer, and informal loans. We find robust social effects on borrowing - especially among those who consider themselves poorer than their peers - and on indebtedness, suggesting a link to financial distress. We employ a number of approaches to rule out spurious associations and to handle correlated effects."

More specifically, the authors find that "the higher the perceived income of the social circle is, the greater is the tendency of respondents to take up loans and borrow sizeable amounts. This is true both for uncollateralized (consumer) loans and for collateralized loans…"

The above effect is "stronger for those who perceive themselves as having lower income than their social circle." In effect, this is keeping up with the Joneses effect, magnified by within-reference group peer effects.

"The tendency of households to take up uncollateralized and collateralized loans, controlling for the perceived average income of the social circle, is partly related to perceived spending ability or (computed) housing assets of members of the social circle."

"Moreover, we find that expectations about (the minimum) next period’s income are statistically significant for collateralized loans, pointing to a ‘Tunnel Effect’, but do not render perceived income of the peers insignificant. This is consistent with the idea that borrowing behavior is influenced by peer income not only because it conveys some information regarding the respondent’s own future, but also because of some comparison or envy effect." Notice - this is about basic human psychology, as co-determined by external (not internal or own-control) factors. In other words, any corrective policy will have to address the issue of peer effects, not only 'own effects'.

"Finally, the role of such comparisons is not confined to the tendency to borrow and to the level of borrowing conditional on participation, but it seems to extend also to financial distress."

To reinforce the argument above that the drivers of borrowing crises are social, not just individual (and hence any responsibility, liability and policy actions on this front have to be co-shared): "Our study has uncovered a potential for social influences on borrowing. By observing that others have higher average incomes, the household not only tries to emulate their
spending, as earlier studies have found, but also decides to borrow more, only partly because of expectations of higher future own income. Such decisions may be encouraged by a massive and unprecedented housing boom associated with high collateral values and expectations of continuing house price trends. The policy implication of our finding that social comparisons matter for debt behavior, after controlling for fundamental characteristics
of the household and region-time trends, is not to interfere with the process of forming social circles or perceptions regarding them, but rather to decouple perceptions of income or spending differences with peers from any decisions to borrow without proper account of the associated risks."

My view: let's cut puritanism bull**&t and recognise that debt crises are not solely driven/caused by the reckless behaviour of individuals taken in an isolated setting, but are social / societal phenomena. This realisation should lead us to a recognition that dealing with prevention of future crises and with the fallouts from the current ones requires co-shared responsibility and liability.


Source: for earlier version (free to download) http://arno.uvt.nl/show.cgi?fid=127996
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Sunday, October 13, 2013

13/10/2013: On Taxes, Debt & Equity

EU Commission published some interesting research into Tax Reforms across the EU. The paper is available here: http://ec.europa.eu/economy_finance/publications/european_economy/2013/pdf/ee5_en.pdf

One interesting topic covered relates to the substitution away from equity in favour of debt funding in corporate capital investment. A chart to start with:


Now, per above, the disincentives to equity investment and incentives in favour of debt seem to be the lowest (in euro area) in Cyprus and Ireland. Note that these countries are associated with aggressive brass-plating (Luxembourg) are distinct from countries with aggressive tax arbitrage activities (Cyprus and Ireland). And thus, behold the skew in the EU Commission analysis: MNCs investing into these countries do not use debt on-shoring (US MNCs do not borrow in these countries), but use registry of equity there (for example, in Irish case - due to FDI-booked investments, or equity investment by IFSC companies, ditto for old Cypriot banking system vis Russian corporates).

The EU admits almost as much:
"There is also evidence that the tax advantage of debt fuels international profit-shifting activities as
rules on interest deductibility differ between countries and there are mismatches in decisions on which instruments are considered debt financing. Several studies analyse the debt financing of multinationals with either parent companies or subsidiaries in the United States, Germany, Canada and the EU. The results of these studies suggest that firms use intra-group loans to adapt their financial structure and minimise their overall tax burden. By shifting debt to an affiliate located in a high-tax country, corporate groups are able to deduct interest payments against a higher statutory tax rate while the interest received by the lending affiliate is taxed at a lower rate. Taking data from 32 European countries between 1994 and 2003, Huizinga et al. (2008) find that a 10 % increase in the tax rate increases leverage by 1.8 %. The authors also show evidence of debt-shifting as, for multinationals with two equal-size establishments in two countries, a 10 % increase in the tax rate in one country leads to an increase in leverage of the company located in that country by 2.4 % and a decrease in leverage in the affiliated foreign company by 0.6 %."

However, overall the tax rates also play the role in this debt-shifting: "Two recent meta-studies by Feld et al. (2013) and de Mooij (2011a) review the existing empirical studies and find that ... a one percentage point higher CIT rate is associated with a 0.27 percentage point higher debt-asset ratio."

Two more major points raised in the paper:


  1. Welfare costs: "The tax bias towards debt financing also creates welfare costs. Weichenrieder and Klautke (2008) estimate this cost at between 0.08 % and 0.23 % of GDP, while Gordon (2010) estimates it at about 0.25 % of GDP. As pointed by de Mooij (2011b), these estimates ...fails to take into account the heterogeneity of responses and hence the additional welfare costs due to misallocations. Existing studies also fail to include the larger welfare costs of the negative externalities of using debt, such as systemic risk, the probability of default and the social costs of business cycle fluctuations. Finally, they do not take into account the distortions created by debtshifting activities and misallocation due to international tax arbitrage and administrative and compliance costs (de Mooij, 2011b). Consequently, the welfare impact of the debt bias can be assumed to be higher than what has been found in the literature so far."
  2. Banking Systems and Debt Shifting: "Keen and de Mooij (2012) ...show that taxes influence the capital structure of banks and that, despite capital requirement constraints, the size of the effects of corporate taxation on the financial structure of banks is close to those for non-financial firms." In other words: capital rules do not induce any significant changes in banks behaviour when it comes to funding of banking activities: debt incentives still drive leverage up. Furthermore, "Hemmelgarn and Teichmann (2013) have found that bank leverage, dividend payouts and earnings management (in terms of loan loss reserves) react to changes in the domestic statutory CIT (corporate income tax) rate. ...In the three years after a tax increase by 10 percentage points, the results predict an increase in leverage of 0.98 percentage points or a relative increase by about 1.1 % (in relation to the equity ratio it would mean a notable relative decrease, of 8.9 % of equity)." Core conclusion: "These results suggest that a reduction in the preferential treatment of debt would result in a significant decrease in bank leverage. In addition, the results also show that regulatory capital requirements in the banking sector alone do not seem to be a prime determinant of financial structure. ... the effect of taxation conflicts with the aim of current regulatory reform to increase capital in the context of Basel III."

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Tuesday, July 2, 2013

2/7/2013: Village June 2013: Real Effects of Government Debt Overhang?


This is an unedited version of my column in the Village Magazine, June 2013 edition.


Ever since the publication of the working paper by Thomas Herndon, Michael Ash and Robert Pollin (HAP) detailing their criticism of the 2010 paper by Carmen Reinhart and Kenneth Rogoff, Irish Left has been abuzz with the anti-austerian sloganeering.

According to the Left’s Neo-Keynesianistas, the article by Carmen Reinhart and Kenneth Rogoff, titled Growth in a Time of Debt and published in the American Economic Review in May 2010 (R&R, 2010) provided the intellectual foundation for the argument that austerity is necessary for countries with public debt in excess of or near the 90% of GDP bound.  And, according to the same Neo-Keynesiastas, the R&R 2010 article has now been demolished by the HAP critique.

In the immediate aftermath of the HAP publication, both the new and the traditional media channels were saturated with ‘the austerity is dead’ missives from angry Leftists of all shades. The HAP paper became the buzzword of the blogosphere, twitter and facebook, and its student co-author became an overnight celebrity.

Alas, the HAP critique of the Reinhart and Rogoff study grossly over-exaggerated the true extent the errors committed by Reinhart and Rogoff. The tidal wave of anti-austerity rhetoric unleashed since the HAP publication has vastly distorted the nature of the original study conclusions and ignored the large body of academic research on the relationship between public expenditure, economic growth and public debt.


Consider the HAP authors’ main charges against the R&R 2010 paper and the case of ‘austerity’ in general.

Firstly, the authors identified a glaring and undeniable error in the spreadsheet calculation relating to one of the six main reported findings contained in the R&R paper. This error, unfortunate as it might be, is neither influential in terms of the original results, nor significant in terms of disputing the core conclusions of the Reinhart and Rogoff body of research. Correcting for this error changes original estimates of the impact of debt on growth by just three tenths of a percent –within the statistical margins of error. In other words, economically, the error was barely significant. A 0.3% swing in growth for an ‘austerity-hit’ economy like, say Ireland or Spain, is indistinguishable from normal volatility in growth rates present in good and bad times alike. Over 1980-2012, standard deviation in real growth in the peripheral euro area states averaged more than nine times the magnitude of the excel error discovered by HAP.

Second, the authors have claimed that the methodology used in the R&R paper in computing three of the six core reported results was flawed. In fact, the major difference between HAP and Reinhart and Rogoff papers is found in the authors differing opinions as to which averages matter when it comes to summarizing countries’ experiences across periods of crises.

The significance of this error can be best understood in terms of a practical example, provided by James Hamilton of the University of California, San Diego.

Since 1945 through 2009 – the period covered by both papers – the US experienced debt to GDP ratio in excess of 90% over only 4 years. In contrast, Greece was in a similar predicament for 19 years. To compare the two countries experiences, one has to deal with the averages across time (4 years vs 19 years) and across countries (the US – with more structurally robust and much larger economy, against Greece – with weaker and smaller economy). Difference between periods matter: if the US experienced 4 years of high debt when the global economy was in slower growth period, some of the US slowdown is attributable to global conditions and had nothing to do with debt overhang. In contrast, if Greece experienced 19 years of debt overhang amidst, say, a robust global expansion, then more of the impact of excessive debt levels can be attributed to internal conditions in Greece. And so on: exchange rates, interest rates, and inflation regimes variations, and other differences between economies at different times – all matter.

HAP assume that the correct way to deal with all these differences is to ignore them completely. Thus, under HAP, the expected growth rate for Greece under debt overhang conditions (debt in excess of 90% of GDP) is exactly the same as it would be in the US. More than that, HAP assumptions also imply that growth rates volatility around the mean is identical in the US and Greece, despite the fact that smaller economies tend to be much more volatile than the larger ones, or that volatility in growth changes over time and across countries. The end result of the HAP assumption is that Greek experience of debt overhang is weighted as if it was almost five times more significant than the US experience.

In contrast, Reinhart and Rogoff assume that differences across economies and time do matter, and this means that we should consider separately the average growth rates in the US from those in Greece.

Table below shows a summary of the HAP results compared to Reinhart and Rogoff results.


Note that unlike Reinhart and Rogoff, HAP fails to report median values, which are (a) not as different from the HAP mean-based results as the R&R mean variables reported, and (b) were always clearly stated as the preferred results by Reinhart and Rogoff. The omission of the median findings reporting by HAP is a major one. The difference between the median and average growth rates reported in the original Reinhart and Rogoff paper is indeed very sizeable in the case of the countries reaching beyond the 90% debt/GDP threshold. This, statistically, indicates that there is a lot of skeweness in the data and suggests that in addition to being associated with lower growth rates, high debt/GDP ratios are also associated with greater risk or volatility in growth.


Despite all the hoopla about the HAP study, it confirms the main argument set out in the Reinhart and Rogoff paper, namely that breaching a 90% bound on Government debt to GDP ratio is associated with significantly slower rates of growth. This is something that the Neo-Keynesianistas are largely ignoring in their calls for scrapping the drive to structurally rebalance fiscal spending and revenue models operating in the countries with already high levels of Government debt. Uncomfortably for Neo-Keynesianistas, the analysis by Reinhart and Rogoff 2010 is broadly and even numerically close to other studies by the two authors which were based on different data and models, as well as to papers from BIS (Cecchetti, Mohanty and Zampolli paper from 2011), ECB (Checherita and Rother, 2010 paper), the IMF (the World Economic Outlook, 2012), and a number of other studies. All of these papers have clearly confirmed that higher debt levels in post-war advanced economies are associated with indisputably lower levels of economic growth.

The debate re-ignited by HAP criticism of Reinhart and Rogoff 2010 paper is emblematic of the problem of politicized thinking on both sides of the austerian-neo-Kenesian divide.  Whilst we do not know much about the causality between debt and growth overall, what we do know is that:
1) Higher debt is associated with lower growth,
2) Higher debt is associated with higher present and future interest rates, and
3) Higher interest rates are associated with higher cost of borrowing for Governments, households and companies alike
The latter points were established for a number of advanced economies and across the post-war epriod in a recent paper from Bank of Japan (Ichiue and Shimizu, 2013), in Vincent Reinhart and Brian Sack 2000 study,  Thomas Laubach 2009 work for the US, Greenlaw, Hamilton, Hooper and Mishkin 2013 paper, Ardagna, 2004, and Baldcacci and Kumar 2010 studies, to name just a few.

The US Congressional Budget Office – hardly a hot house for austerians – clearly shows that US net interest cost of debt financing relative to GDP can be expected to double over the next decade.  This will take net interest cost of funding the US Government debt from 2.2% of GDP in 1973-2012 period to 3.7% of GDP by 2023. By 2018-2020, US Defense and non-Defense discretionary expenditures will be running below those on net interest funding.

In the case of another heavily indebted economy, Ireland, latest IMF projections show that interest on our debt will rise from EUR3.3 billion in 2009 (2.04% of GDP) to EUR9.4 billion by 2018 (4.6% of GDP). Full 65% of all income tax increases since 2009, including those to be achieved from the forecast increases in economic activity in Ireland through 2018 will be consumed by the hikes in interest cost on Irish Government debt. While the IMF does not publish underlying interest rates and Government bond yields assumptions, given the dynamic of debt accumulation, it is relatively safe to assume that the IMF is expecting Irish Government bond yields to average around 4% for 10-year bonds over 2013-2018 horizon. This expectation can be rather optimistic. As I repeatedly pointed out in a number of presentations, we can expect ECB repo rate to rise to above 3.1% historical average in medium term future. With risk premium broadly consistent with higher Irish debt levels, this can lead to sovereign yields averaging closer to 5% over the 2013-2018 period. In this case, Government interest costs can run to EUR12 billion or closer to 5.75% of GDP. If this were to occur, growth in the economy projected by the IMF can fall short of the levels required to deflate our Government debt to GDP ratios.

If neo-Keynesianists think this to be sustainable, we can add the potential impact of higher government yields on cost of funding Irish mortgages and corporate loans.

Another major issue missing in the HAP v Reinhart & Rogoff debate is the question as to whether the aggregate comparatives based on datasets pooling together vastly distinct countries over different periods of time and underlying economic conditions is a meaningful way for looking at the debt overhang problems. In the case of Ireland, consider two sub-periods of high Government indebtedness: the 1980s and the present period. In both, debt/GDP ratios for the Irish Government were running at similar levels. However, the 1990s were associated with Ireland facing an exceptionally robust global demand for its exports. Ireland’s comparative advantage vis-a-vis our main trading partners – our high corporate tax rate incentives and low cost basis – drove rapid expansion of our exports. Low interest rates environment that followed devaluations of the currency has resulted in a series of asset bubbles helping to reduce debt/GDP burden inherited from the 1980s. None of these conditions are present in Ireland today. Lastly, whilst in the 1980s Irish debt levels were flashing red only for Government debt, today we have one of the most-indebted private and public sectors economies in the world.

Which means – in terms of the table above – that we are not starting from a 4%-plus growth benchmark of pre-crisis long term growth trend and we are not heading for a 1.6% median or 2.2% average growth rate in the aftermath of the debt overhang crisis. More likely than not, we are going from a structural growth rate of 2-2.5% pre-crisis to a post-crisis long-term average growth rate of 1%. Whatever Reinhart and Rogoff or HAP aggregates might tell us about the future, it is hardly going to be rosy unless we get our debt and deficits under control and, more crucially, unless we shift our economy from slower structural growth path associated with current economic environment here onto a higher growth path.

How this can be achieved, however, is an entirely different debate from the superficial austerians v neo-Keynesianists ‘to cut or not to cut’ ideological warfare.

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Tuesday, May 22, 2012

Fitch cuts Japan's bond rating - How does it compare to others?

Citing a rising public debt ratio and a "leisurely" effort at bringing it under control, Fitch downgraded Japan's debt rating to A+.  As you may remember from the U.S. debt ceiling fight of last year (a fight that may be restarting), three major credit rating agencies (Fitch, Standard & Poors and Moody's) rate the credit worthiness of every country in the world.  The credit worthiness essentially allows investors to judge how safe their money will be when deposited in other countries and institutions.  Credit ratings also affect interest loans that are given to debt.

S&P famously downgraded the United States' credit last year, though Fitch & Moody's held it steady at its highest rating.  Where does the rest of the industrial world lie according to Fitch?  Here's a (abbreviated) look at which countries it thinks are safest and which ones are the riskiest bets.


  • AAA:  Australia, Austria, Canada, Denmark, Germany, Luxembourg, Netherlands, Norway, Sweden, Switzerland, United Kingdom, United States
  • AA+:  Hong Kong
  • AA:  Belgium, New Zealand
  • A+:  Chile, China, Japan, South Korea, Taiwan
  • A:  Israel, Spain
  • A-:  Italy
  • BBB:  Brazil, Mexico
  • CCC:  Greece

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Saturday, July 30, 2011

US Debt Ceiling: What is that exactly?

Time is running out. We still have 3 more days to the very decisive day of 2nd August 2011 for US politicians to reach an agreement to increase the US debt ceiling. Everyday we heard this word "Debt Ceiling" repeating be it via TV, radio, newspaper and social media, but do we exactly know what does it mean?
Once again, Finance Malaysia blog strive to provide the knowledge to public regarding the most discussed economic issue now. So, what is debt ceiling?


The debt ceiling is a cap set by Congress on the amount of debt that the federal government can legally borrow. The cap applies to debt owed to the public plus debt owed to federal government trust funds such as those for social security and Medicare.

Why US need debt ceiling?
With debt ceiling, US can only borrow to finance their budget with the limit given. This will put a stop on the amount US can borrow to avoid US from over borrowing, which is very dangerous for the economic health of US.

What is the current limit?
The current limit was USD 14.29 trillion, which was raised in Feb 2010. It was not the first time, yet it would not be the last. The first limit was set in 1917 with USD 11.5 billion. Since then, it has been increased nearly 100 times.



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